diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/20250614_124757.log.json b/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/20250614_124757.log.json deleted file mode 100644 index 05c4e7be68a6985a5fb25ca88a7dd8cfc652bc79..0000000000000000000000000000000000000000 --- a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/20250614_124757.log.json +++ /dev/null @@ -1,5293 +0,0 @@ -{"env_info": "sys.platform: linux\nPython: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090\nCUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7\nNVCC: Cuda compilation tools, release 11.7, V11.7.64\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.13.1+cu117\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.7\n - 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\n - CuDNN 8.5\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.14.1+cu117\nOpenCV: 4.11.0\nMMCV: 1.7.2\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.7\nMMDetection: 2.11.0+", "config": "model = dict(\n type='CascadeRCNN',\n pretrained=None,\n backbone=dict(\n type='SwinTransformer_lora',\n embed_dim=128,\n depths=[2, 2, 18, 2],\n num_heads=[4, 8, 16, 32],\n window_size=7,\n mlp_ratio=4.0,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.3,\n ape=False,\n patch_norm=True,\n out_indices=(0, 1, 2, 3),\n use_checkpoint=False),\n neck=dict(\n type='FPN',\n in_channels=[128, 256, 512, 1024],\n out_channels=256,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n in_channels=256,\n feat_channels=256,\n anchor_generator=dict(\n type='AnchorGenerator',\n scales=[8],\n ratios=[0.5, 1.0, 2.0],\n strides=[4, 8, 16, 32, 64]),\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[1.0, 1.0, 1.0, 1.0]),\n loss_cls=dict(\n type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0),\n loss_bbox=dict(\n type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)),\n roi_head=dict(\n type='CascadeRoIHead',\n num_stages=3,\n stage_loss_weights=[1, 0.5, 0.25],\n bbox_roi_extractor=dict(\n type='SingleRoIExtractor',\n roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0),\n out_channels=256,\n featmap_strides=[4, 8, 16, 32]),\n bbox_head=[\n dict(\n type='ConvFCBBoxHead',\n num_shared_convs=4,\n num_shared_fcs=1,\n in_channels=256,\n conv_out_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.1, 0.1, 0.2, 0.2]),\n reg_class_agnostic=False,\n reg_decoded_bbox=True,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n loss_cls=dict(\n type='CrossEntropyLoss',\n use_sigmoid=False,\n loss_weight=1.0),\n loss_bbox=dict(type='GIoULoss', loss_weight=10.0)),\n dict(\n type='ConvFCBBoxHead',\n num_shared_convs=4,\n num_shared_fcs=1,\n in_channels=256,\n conv_out_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.05, 0.05, 0.1, 0.1]),\n reg_class_agnostic=False,\n reg_decoded_bbox=True,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n loss_cls=dict(\n type='CrossEntropyLoss',\n use_sigmoid=False,\n loss_weight=1.0),\n loss_bbox=dict(type='GIoULoss', loss_weight=10.0)),\n dict(\n type='ConvFCBBoxHead',\n num_shared_convs=4,\n num_shared_fcs=1,\n in_channels=256,\n conv_out_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.033, 0.033, 0.067, 0.067]),\n reg_class_agnostic=False,\n reg_decoded_bbox=True,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n loss_cls=dict(\n type='CrossEntropyLoss',\n use_sigmoid=False,\n loss_weight=1.0),\n loss_bbox=dict(type='GIoULoss', loss_weight=10.0))\n ],\n mask_roi_extractor=dict(\n type='SingleRoIExtractor',\n roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0),\n out_channels=256,\n featmap_strides=[4, 8, 16, 32]),\n mask_head=dict(\n type='FCNMaskHead',\n num_convs=4,\n in_channels=256,\n conv_out_channels=256,\n num_classes=80,\n loss_mask=dict(\n type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))),\n train_cfg=dict(\n rpn=dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.7,\n neg_iou_thr=0.3,\n min_pos_iou=0.3,\n match_low_quality=True,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=256,\n pos_fraction=0.5,\n neg_pos_ub=-1,\n add_gt_as_proposals=False),\n allowed_border=0,\n pos_weight=-1,\n debug=False),\n rpn_proposal=dict(\n nms_across_levels=False,\n nms_pre=2000,\n nms_post=2000,\n max_per_img=2000,\n nms=dict(type='nms', iou_threshold=0.7),\n min_bbox_size=0),\n rcnn=[\n dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.5,\n neg_iou_thr=0.5,\n min_pos_iou=0.5,\n match_low_quality=False,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False),\n dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.6,\n neg_iou_thr=0.6,\n min_pos_iou=0.6,\n match_low_quality=False,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False),\n dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.7,\n neg_iou_thr=0.7,\n min_pos_iou=0.7,\n match_low_quality=False,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False)\n ]),\n test_cfg=dict(\n rpn=dict(\n nms_across_levels=False,\n nms_pre=1000,\n nms_post=1000,\n max_per_img=1000,\n nms=dict(type='nms', iou_threshold=0.7),\n min_bbox_size=0),\n rcnn=dict(\n score_thr=0.05,\n nms=dict(type='nms', iou_threshold=0.5),\n max_per_img=100,\n mask_thr_binary=0.5)))\ndataset_type = 'CocoDataset'\ndata_root = '/root/autodl-tmp/COCO2017/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(type='RandomFlip', flip_ratio=0.5),\n dict(\n type='AutoAugment',\n policies=[[{\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333),\n (608, 1333), (640, 1333), (672, 1333), (704, 1333),\n (736, 1333), (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'keep_ratio':\n True\n }],\n [{\n 'type': 'Resize',\n 'img_scale': [(400, 1333), (500, 1333), (600, 1333)],\n 'multiscale_mode': 'value',\n 'keep_ratio': True\n }, {\n 'type': 'RandomCrop',\n 'crop_type': 'absolute_range',\n 'crop_size': (384, 600),\n 'allow_negative_crop': True\n }, {\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333),\n (576, 1333), (608, 1333), (640, 1333),\n (672, 1333), (704, 1333), (736, 1333),\n (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'override':\n True,\n 'keep_ratio':\n True\n }]]),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ndata = dict(\n samples_per_gpu=2,\n workers_per_gpu=4,\n train=dict(\n type='CocoDataset',\n ann_file=\n '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json',\n img_prefix='/root/autodl-tmp/COCO2017/train2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(type='RandomFlip', flip_ratio=0.5),\n dict(\n type='AutoAugment',\n policies=[[{\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333),\n (576, 1333), (608, 1333), (640, 1333),\n (672, 1333), (704, 1333), (736, 1333),\n (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'keep_ratio':\n True\n }],\n [{\n 'type': 'Resize',\n 'img_scale': [(400, 1333), (500, 1333),\n (600, 1333)],\n 'multiscale_mode': 'value',\n 'keep_ratio': True\n }, {\n 'type': 'RandomCrop',\n 'crop_type': 'absolute_range',\n 'crop_size': (384, 600),\n 'allow_negative_crop': True\n }, {\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333),\n (544, 1333), (576, 1333),\n (608, 1333), (640, 1333),\n (672, 1333), (704, 1333),\n (736, 1333), (768, 1333),\n (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'override':\n True,\n 'keep_ratio':\n True\n }]]),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='DefaultFormatBundle'),\n dict(\n type='Collect',\n keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n ]),\n val=dict(\n type='CocoDataset',\n ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json',\n img_prefix='/root/autodl-tmp/COCO2017/val2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json',\n img_prefix='/root/autodl-tmp/COCO2017/val2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(metric=['bbox', 'segm'], gpu_collect=True)\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n paramwise_cfg=dict(\n custom_keys=dict(\n absolute_pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0))))\noptimizer_config = dict(\n grad_clip=None,\n type='DistOptimizerHook',\n update_interval=1,\n coalesce=True,\n bucket_size_mb=-1,\n use_fp16=True)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=500,\n warmup_ratio=0.001,\n step=[27, 33])\nrunner = dict(type='EpochBasedRunnerAmp', max_epochs=36)\ncheckpoint_config = dict(interval=1)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ncustom_hooks = [dict(type='NumClassCheckHook')]\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = '/root/autodl-tmp/caihaojie/mona-master/Swin-Transformer-Object-Detection/pretrianed_model/swin_base_patch4_window7_224_22k.pth'\nresume_from = None\nworkflow = [('train', 1)]\nfp16 = None\nwork_dir = './results/train/lora/'\ngpu_ids = range(0, 8)\n", "seed": null, "exp_name": "cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora.py"} -{"mode": "train", "epoch": 1, "iter": 50, "lr": 1e-05, "memory": 10133, "data_time": 1.58963, "loss_rpn_cls": 0.6694, "loss_rpn_bbox": 0.06523, "s0.loss_cls": 2.6817, "s0.acc": 72.69702, "s0.loss_bbox": 0.05321, "s0.loss_mask": 0.91331, "s1.loss_cls": 1.33109, "s1.acc": 71.37622, "s1.loss_bbox": 0.00689, "s1.loss_mask": 0.4174, "s2.loss_cls": 0.70357, "s2.acc": 66.42578, "s2.loss_bbox": 0.00082, "s2.loss_mask": 0.22784, "loss": 7.07046, "time": 2.25494} -{"mode": "train", "epoch": 1, "iter": 100, "lr": 2e-05, "memory": 12059, "data_time": 0.02163, "loss_rpn_cls": 0.37112, "loss_rpn_bbox": 0.0622, "s0.loss_cls": 0.41193, "s0.acc": 94.59814, "s0.loss_bbox": 0.18219, "s0.loss_mask": 0.73541, "s1.loss_cls": 0.12081, "s1.acc": 97.25122, "s1.loss_bbox": 0.0256, "s1.loss_mask": 0.36466, "s2.loss_cls": 0.04268, "s2.acc": 98.28613, "s2.loss_bbox": 0.00301, "s2.loss_mask": 0.1855, "loss": 2.50512, "time": 0.63826} -{"mode": "train", "epoch": 1, "iter": 150, "lr": 3e-05, "memory": 12059, "data_time": 0.02078, "loss_rpn_cls": 0.22728, "loss_rpn_bbox": 0.06, "s0.loss_cls": 0.40233, "s0.acc": 93.80908, "s0.loss_bbox": 0.21299, "s0.loss_mask": 0.70266, "s1.loss_cls": 0.11669, "s1.acc": 96.87134, "s1.loss_bbox": 0.03092, "s1.loss_mask": 0.34799, "s2.loss_cls": 0.0381, "s2.acc": 98.12476, "s2.loss_bbox": 0.0036, "s2.loss_mask": 0.17432, "loss": 2.31689, "time": 0.63589} -{"mode": "train", "epoch": 1, "iter": 200, "lr": 4e-05, "memory": 12066, "data_time": 0.01997, "loss_rpn_cls": 0.21566, "loss_rpn_bbox": 0.06041, "s0.loss_cls": 0.43207, "s0.acc": 93.00439, "s0.loss_bbox": 0.24416, "s0.loss_mask": 0.68673, "s1.loss_cls": 0.12319, "s1.acc": 96.50928, "s1.loss_bbox": 0.03561, "s1.loss_mask": 0.33931, "s2.loss_cls": 0.03993, "s2.acc": 97.94092, "s2.loss_bbox": 0.00425, "s2.loss_mask": 0.16861, "loss": 2.34993, "time": 0.65024} -{"mode": "train", "epoch": 1, "iter": 250, "lr": 5e-05, "memory": 12066, "data_time": 0.02317, "loss_rpn_cls": 0.1908, "loss_rpn_bbox": 0.06273, "s0.loss_cls": 0.45919, "s0.acc": 92.32227, "s0.loss_bbox": 0.27727, "s0.loss_mask": 0.66512, "s1.loss_cls": 0.12726, "s1.acc": 96.31567, "s1.loss_bbox": 0.03952, "s1.loss_mask": 0.3278, 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"s1.acc": 94.55222, "s1.loss_bbox": 0.11053, "s1.loss_mask": 0.11289, "s2.loss_cls": 0.0354, "s2.acc": 94.53542, "s2.loss_bbox": 0.04459, "s2.loss_mask": 0.05268, "loss": 1.12907, "time": 0.81559} -{"mode": "train", "epoch": 36, "iter": 6800, "lr": 0.0, "memory": 13147, "data_time": 0.02346, "loss_rpn_cls": 0.03801, "loss_rpn_bbox": 0.03147, "s0.loss_cls": 0.16146, "s0.acc": 94.14355, "s0.loss_bbox": 0.24336, "s0.loss_mask": 0.22844, "s1.loss_cls": 0.07262, "s1.acc": 94.60556, "s1.loss_bbox": 0.10977, "s1.loss_mask": 0.1126, "s2.loss_cls": 0.03558, "s2.acc": 94.56995, "s2.loss_bbox": 0.04409, "s2.loss_mask": 0.05289, "loss": 1.1303, "time": 0.8627} -{"mode": "train", "epoch": 36, "iter": 6850, "lr": 0.0, "memory": 13147, "data_time": 0.02792, "loss_rpn_cls": 0.03553, "loss_rpn_bbox": 0.02861, "s0.loss_cls": 0.15828, "s0.acc": 94.21753, "s0.loss_bbox": 0.24397, "s0.loss_mask": 0.23043, "s1.loss_cls": 0.0721, "s1.acc": 94.6249, "s1.loss_bbox": 0.11145, "s1.loss_mask": 0.11276, "s2.loss_cls": 0.03548, "s2.acc": 94.53057, "s2.loss_bbox": 0.04509, "s2.loss_mask": 0.05259, "loss": 1.12629, "time": 0.814} -{"mode": "train", "epoch": 36, "iter": 6900, "lr": 0.0, "memory": 13147, "data_time": 0.02594, "loss_rpn_cls": 0.03909, "loss_rpn_bbox": 0.03132, "s0.loss_cls": 0.15883, "s0.acc": 94.16992, "s0.loss_bbox": 0.24669, "s0.loss_mask": 0.22813, "s1.loss_cls": 0.07164, "s1.acc": 94.63097, "s1.loss_bbox": 0.1131, "s1.loss_mask": 0.1124, "s2.loss_cls": 0.03529, "s2.acc": 94.69891, "s2.loss_bbox": 0.04617, "s2.loss_mask": 0.05307, "loss": 1.13574, "time": 0.81775} -{"mode": "train", "epoch": 36, "iter": 6950, "lr": 0.0, "memory": 13147, "data_time": 0.02679, "loss_rpn_cls": 0.03394, "loss_rpn_bbox": 0.02898, "s0.loss_cls": 0.148, "s0.acc": 94.5791, "s0.loss_bbox": 0.23204, "s0.loss_mask": 0.21978, "s1.loss_cls": 0.06646, "s1.acc": 95.03866, "s1.loss_bbox": 0.10635, "s1.loss_mask": 0.10836, "s2.loss_cls": 0.03265, "s2.acc": 95.04013, "s2.loss_bbox": 0.0434, "s2.loss_mask": 0.05102, "loss": 1.07099, "time": 0.86345} -{"mode": "train", "epoch": 36, "iter": 7000, "lr": 0.0, "memory": 13147, "data_time": 0.02867, "loss_rpn_cls": 0.03877, "loss_rpn_bbox": 0.03122, "s0.loss_cls": 0.15794, "s0.acc": 94.04883, "s0.loss_bbox": 0.25096, "s0.loss_mask": 0.2349, "s1.loss_cls": 0.0723, "s1.acc": 94.45327, "s1.loss_bbox": 0.11261, "s1.loss_mask": 0.11384, "s2.loss_cls": 0.03554, "s2.acc": 94.5035, "s2.loss_bbox": 0.04458, "s2.loss_mask": 0.05294, "loss": 1.14561, "time": 0.81359} -{"mode": "train", "epoch": 36, "iter": 7050, "lr": 0.0, "memory": 13147, "data_time": 0.02711, "loss_rpn_cls": 0.03755, "loss_rpn_bbox": 0.03039, "s0.loss_cls": 0.15873, "s0.acc": 94.16406, "s0.loss_bbox": 0.24035, "s0.loss_mask": 0.23335, "s1.loss_cls": 0.07261, "s1.acc": 94.57156, "s1.loss_bbox": 0.1094, "s1.loss_mask": 0.11445, "s2.loss_cls": 0.03567, "s2.acc": 94.55748, "s2.loss_bbox": 0.04406, "s2.loss_mask": 0.05416, "loss": 1.13071, "time": 0.80796} -{"mode": "train", "epoch": 36, "iter": 7100, "lr": 0.0, "memory": 13147, "data_time": 0.02564, "loss_rpn_cls": 0.03834, "loss_rpn_bbox": 0.0307, "s0.loss_cls": 0.16201, "s0.acc": 94.0, "s0.loss_bbox": 0.24525, "s0.loss_mask": 0.22946, "s1.loss_cls": 0.07414, "s1.acc": 94.4418, "s1.loss_bbox": 0.11113, "s1.loss_mask": 0.11256, "s2.loss_cls": 0.03632, "s2.acc": 94.4545, "s2.loss_bbox": 0.04549, "s2.loss_mask": 0.05332, "loss": 1.1387, "time": 0.81092} -{"mode": "train", "epoch": 36, "iter": 7150, "lr": 0.0, "memory": 13147, "data_time": 0.02441, "loss_rpn_cls": 0.03661, "loss_rpn_bbox": 0.02917, "s0.loss_cls": 0.1569, "s0.acc": 94.22241, "s0.loss_bbox": 0.24096, "s0.loss_mask": 0.22704, "s1.loss_cls": 0.07207, "s1.acc": 94.56418, "s1.loss_bbox": 0.11036, "s1.loss_mask": 0.11153, "s2.loss_cls": 0.03556, "s2.acc": 94.52585, "s2.loss_bbox": 0.0443, "s2.loss_mask": 0.05191, "loss": 1.11641, "time": 0.80699} -{"mode": "train", "epoch": 36, "iter": 7200, "lr": 0.0, "memory": 13147, "data_time": 0.03026, "loss_rpn_cls": 0.038, "loss_rpn_bbox": 0.02981, "s0.loss_cls": 0.15449, "s0.acc": 94.29053, "s0.loss_bbox": 0.23398, "s0.loss_mask": 0.22723, "s1.loss_cls": 0.07017, "s1.acc": 94.69296, "s1.loss_bbox": 0.10608, "s1.loss_mask": 0.11104, "s2.loss_cls": 0.03413, "s2.acc": 94.7441, "s2.loss_bbox": 0.0429, "s2.loss_mask": 0.05185, "loss": 1.09969, "time": 0.81213} -{"mode": "train", "epoch": 36, "iter": 7250, "lr": 0.0, "memory": 13147, "data_time": 0.02416, "loss_rpn_cls": 0.03275, "loss_rpn_bbox": 0.02799, "s0.loss_cls": 0.15331, "s0.acc": 94.47412, "s0.loss_bbox": 0.23117, "s0.loss_mask": 0.22138, "s1.loss_cls": 0.07013, "s1.acc": 94.83739, "s1.loss_bbox": 0.10443, "s1.loss_mask": 0.10862, "s2.loss_cls": 0.03488, "s2.acc": 94.73175, "s2.loss_bbox": 0.04241, "s2.loss_mask": 0.05099, "loss": 1.07806, "time": 0.80632} -{"mode": "train", "epoch": 36, "iter": 7300, "lr": 0.0, "memory": 13147, "data_time": 0.02717, "loss_rpn_cls": 0.03459, "loss_rpn_bbox": 0.02739, "s0.loss_cls": 0.15495, "s0.acc": 94.23022, "s0.loss_bbox": 0.23928, "s0.loss_mask": 0.2216, "s1.loss_cls": 0.07096, "s1.acc": 94.6515, "s1.loss_bbox": 0.10878, "s1.loss_mask": 0.10825, "s2.loss_cls": 0.03487, "s2.acc": 94.56086, "s2.loss_bbox": 0.04378, "s2.loss_mask": 0.05036, "loss": 1.09483, "time": 0.81044} -{"mode": "val", "epoch": 36, "iter": 7330, "lr": 0.0, "bbox_mAP": 0.502, "bbox_mAP_50": 0.703, "bbox_mAP_75": 0.547, "bbox_mAP_s": 0.336, "bbox_mAP_m": 0.539, "bbox_mAP_l": 0.654, "bbox_mAP_copypaste": "0.502 0.703 0.547 0.336 0.539 0.654", "segm_mAP": 0.437, "segm_mAP_50": 0.674, "segm_mAP_75": 0.473, "segm_mAP_s": 0.27, "segm_mAP_m": 0.473, "segm_mAP_l": 0.596, "segm_mAP_copypaste": "0.437 0.674 0.473 0.270 0.473 0.596"} diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/20250610_212914.log.json b/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/20250610_212914.log.json deleted file mode 100644 index c748b72d60951ef9e3e160443f375c92369d77e8..0000000000000000000000000000000000000000 --- a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/20250610_212914.log.json +++ /dev/null @@ -1,5293 +0,0 @@ -{"env_info": "sys.platform: linux\nPython: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0]\nCUDA available: True\nGPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090\nCUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7\nNVCC: Cuda compilation tools, release 11.7, V11.7.64\nGCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0\nPyTorch: 1.13.1+cu117\nPyTorch compiling details: PyTorch built with:\n - GCC 9.3\n - C++ Version: 201402\n - Intel(R) Math Kernel Library Version 2020.0.0 Product Build 20191122 for Intel(R) 64 architecture applications\n - Intel(R) MKL-DNN v2.6.0 (Git Hash 52b5f107dd9cf10910aaa19cb47f3abf9b349815)\n - OpenMP 201511 (a.k.a. OpenMP 4.5)\n - LAPACK is enabled (usually provided by MKL)\n - NNPACK is enabled\n - CPU capability usage: AVX2\n - CUDA Runtime 11.7\n - 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\n - CuDNN 8.5\n - Magma 2.6.1\n - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, \n\nTorchVision: 0.14.1+cu117\nOpenCV: 4.11.0\nMMCV: 1.7.2\nMMCV Compiler: GCC 9.3\nMMCV CUDA Compiler: 11.7\nMMDetection: 2.11.0+", "config": "model = dict(\n type='CascadeRCNN',\n pretrained=None,\n backbone=dict(\n type='SwinTransformer_mona',\n embed_dim=128,\n depths=[2, 2, 18, 2],\n num_heads=[4, 8, 16, 32],\n window_size=7,\n mlp_ratio=4.0,\n qkv_bias=True,\n qk_scale=None,\n drop_rate=0.0,\n attn_drop_rate=0.0,\n drop_path_rate=0.3,\n ape=False,\n patch_norm=True,\n out_indices=(0, 1, 2, 3),\n use_checkpoint=False),\n neck=dict(\n type='FPN',\n in_channels=[128, 256, 512, 1024],\n out_channels=256,\n num_outs=5),\n rpn_head=dict(\n type='RPNHead',\n in_channels=256,\n feat_channels=256,\n anchor_generator=dict(\n type='AnchorGenerator',\n scales=[8],\n ratios=[0.5, 1.0, 2.0],\n strides=[4, 8, 16, 32, 64]),\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[1.0, 1.0, 1.0, 1.0]),\n loss_cls=dict(\n type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0),\n loss_bbox=dict(\n type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)),\n roi_head=dict(\n type='CascadeRoIHead',\n num_stages=3,\n stage_loss_weights=[1, 0.5, 0.25],\n bbox_roi_extractor=dict(\n type='SingleRoIExtractor',\n roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0),\n out_channels=256,\n featmap_strides=[4, 8, 16, 32]),\n bbox_head=[\n dict(\n type='ConvFCBBoxHead',\n num_shared_convs=4,\n num_shared_fcs=1,\n in_channels=256,\n conv_out_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.1, 0.1, 0.2, 0.2]),\n reg_class_agnostic=False,\n reg_decoded_bbox=True,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n loss_cls=dict(\n type='CrossEntropyLoss',\n use_sigmoid=False,\n loss_weight=1.0),\n loss_bbox=dict(type='GIoULoss', loss_weight=10.0)),\n dict(\n type='ConvFCBBoxHead',\n num_shared_convs=4,\n num_shared_fcs=1,\n in_channels=256,\n conv_out_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.05, 0.05, 0.1, 0.1]),\n reg_class_agnostic=False,\n reg_decoded_bbox=True,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n loss_cls=dict(\n type='CrossEntropyLoss',\n use_sigmoid=False,\n loss_weight=1.0),\n loss_bbox=dict(type='GIoULoss', loss_weight=10.0)),\n dict(\n type='ConvFCBBoxHead',\n num_shared_convs=4,\n num_shared_fcs=1,\n in_channels=256,\n conv_out_channels=256,\n fc_out_channels=1024,\n roi_feat_size=7,\n num_classes=80,\n bbox_coder=dict(\n type='DeltaXYWHBBoxCoder',\n target_means=[0.0, 0.0, 0.0, 0.0],\n target_stds=[0.033, 0.033, 0.067, 0.067]),\n reg_class_agnostic=False,\n reg_decoded_bbox=True,\n norm_cfg=dict(type='SyncBN', requires_grad=True),\n loss_cls=dict(\n type='CrossEntropyLoss',\n use_sigmoid=False,\n loss_weight=1.0),\n loss_bbox=dict(type='GIoULoss', loss_weight=10.0))\n ],\n mask_roi_extractor=dict(\n type='SingleRoIExtractor',\n roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0),\n out_channels=256,\n featmap_strides=[4, 8, 16, 32]),\n mask_head=dict(\n type='FCNMaskHead',\n num_convs=4,\n in_channels=256,\n conv_out_channels=256,\n num_classes=80,\n loss_mask=dict(\n type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))),\n train_cfg=dict(\n rpn=dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.7,\n neg_iou_thr=0.3,\n min_pos_iou=0.3,\n match_low_quality=True,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=256,\n pos_fraction=0.5,\n neg_pos_ub=-1,\n add_gt_as_proposals=False),\n allowed_border=0,\n pos_weight=-1,\n debug=False),\n rpn_proposal=dict(\n nms_across_levels=False,\n nms_pre=2000,\n nms_post=2000,\n max_per_img=2000,\n nms=dict(type='nms', iou_threshold=0.7),\n min_bbox_size=0),\n rcnn=[\n dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.5,\n neg_iou_thr=0.5,\n min_pos_iou=0.5,\n match_low_quality=False,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False),\n dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.6,\n neg_iou_thr=0.6,\n min_pos_iou=0.6,\n match_low_quality=False,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False),\n dict(\n assigner=dict(\n type='MaxIoUAssigner',\n pos_iou_thr=0.7,\n neg_iou_thr=0.7,\n min_pos_iou=0.7,\n match_low_quality=False,\n ignore_iof_thr=-1),\n sampler=dict(\n type='RandomSampler',\n num=512,\n pos_fraction=0.25,\n neg_pos_ub=-1,\n add_gt_as_proposals=True),\n mask_size=28,\n pos_weight=-1,\n debug=False)\n ]),\n test_cfg=dict(\n rpn=dict(\n nms_across_levels=False,\n nms_pre=1000,\n nms_post=1000,\n max_per_img=1000,\n nms=dict(type='nms', iou_threshold=0.7),\n min_bbox_size=0),\n rcnn=dict(\n score_thr=0.05,\n nms=dict(type='nms', iou_threshold=0.5),\n max_per_img=100,\n mask_thr_binary=0.5)))\ndataset_type = 'CocoDataset'\ndata_root = '/root/autodl-tmp/COCO2017/'\nimg_norm_cfg = dict(\n mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True)\ntrain_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(type='RandomFlip', flip_ratio=0.5),\n dict(\n type='AutoAugment',\n policies=[[{\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333),\n (608, 1333), (640, 1333), (672, 1333), (704, 1333),\n (736, 1333), (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'keep_ratio':\n True\n }],\n [{\n 'type': 'Resize',\n 'img_scale': [(400, 1333), (500, 1333), (600, 1333)],\n 'multiscale_mode': 'value',\n 'keep_ratio': True\n }, {\n 'type': 'RandomCrop',\n 'crop_type': 'absolute_range',\n 'crop_size': (384, 600),\n 'allow_negative_crop': True\n }, {\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333),\n (576, 1333), (608, 1333), (640, 1333),\n (672, 1333), (704, 1333), (736, 1333),\n (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'override':\n True,\n 'keep_ratio':\n True\n }]]),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='DefaultFormatBundle'),\n dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n]\ntest_pipeline = [\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n]\ndata = dict(\n samples_per_gpu=2,\n workers_per_gpu=4,\n train=dict(\n type='CocoDataset',\n ann_file=\n '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json',\n img_prefix='/root/autodl-tmp/COCO2017/train2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(type='LoadAnnotations', with_bbox=True, with_mask=True),\n dict(type='RandomFlip', flip_ratio=0.5),\n dict(\n type='AutoAugment',\n policies=[[{\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333), (544, 1333),\n (576, 1333), (608, 1333), (640, 1333),\n (672, 1333), (704, 1333), (736, 1333),\n (768, 1333), (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'keep_ratio':\n True\n }],\n [{\n 'type': 'Resize',\n 'img_scale': [(400, 1333), (500, 1333),\n (600, 1333)],\n 'multiscale_mode': 'value',\n 'keep_ratio': True\n }, {\n 'type': 'RandomCrop',\n 'crop_type': 'absolute_range',\n 'crop_size': (384, 600),\n 'allow_negative_crop': True\n }, {\n 'type':\n 'Resize',\n 'img_scale': [(480, 1333), (512, 1333),\n (544, 1333), (576, 1333),\n (608, 1333), (640, 1333),\n (672, 1333), (704, 1333),\n (736, 1333), (768, 1333),\n (800, 1333)],\n 'multiscale_mode':\n 'value',\n 'override':\n True,\n 'keep_ratio':\n True\n }]]),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='DefaultFormatBundle'),\n dict(\n type='Collect',\n keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks'])\n ]),\n val=dict(\n type='CocoDataset',\n ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json',\n img_prefix='/root/autodl-tmp/COCO2017/val2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]),\n test=dict(\n type='CocoDataset',\n ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json',\n img_prefix='/root/autodl-tmp/COCO2017/val2017/',\n pipeline=[\n dict(type='LoadImageFromFile'),\n dict(\n type='MultiScaleFlipAug',\n img_scale=(1333, 800),\n flip=False,\n transforms=[\n dict(type='Resize', keep_ratio=True),\n dict(type='RandomFlip'),\n dict(\n type='Normalize',\n mean=[123.675, 116.28, 103.53],\n std=[58.395, 57.12, 57.375],\n to_rgb=True),\n dict(type='Pad', size_divisor=32),\n dict(type='ImageToTensor', keys=['img']),\n dict(type='Collect', keys=['img'])\n ])\n ]))\nevaluation = dict(metric=['bbox', 'segm'], gpu_collect=True)\noptimizer = dict(\n type='AdamW',\n lr=0.0001,\n betas=(0.9, 0.999),\n weight_decay=0.05,\n paramwise_cfg=dict(\n custom_keys=dict(\n absolute_pos_embed=dict(decay_mult=0.0),\n relative_position_bias_table=dict(decay_mult=0.0),\n norm=dict(decay_mult=0.0))))\noptimizer_config = dict(\n grad_clip=None,\n type='DistOptimizerHook',\n update_interval=1,\n coalesce=True,\n bucket_size_mb=-1,\n use_fp16=True)\nlr_config = dict(\n policy='step',\n warmup='linear',\n warmup_iters=500,\n warmup_ratio=0.001,\n step=[27, 33])\nrunner = dict(type='EpochBasedRunnerAmp', max_epochs=36)\ncheckpoint_config = dict(interval=1)\nlog_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')])\ncustom_hooks = [dict(type='NumClassCheckHook')]\ndist_params = dict(backend='nccl')\nlog_level = 'INFO'\nload_from = '/root/autodl-tmp/caihaojie/mona-master/Swin-Transformer-Object-Detection/pretrianed_model/swin_base_patch4_window7_224_22k.pth'\nresume_from = None\nworkflow = [('train', 1)]\nfp16 = None\nwork_dir = './results/train/mona/'\ngpu_ids = range(0, 8)\n", "seed": null, "exp_name": "cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona.py"} -{"mode": "train", "epoch": 1, "iter": 50, "lr": 1e-05, "memory": 13619, "data_time": 1.59833, "loss_rpn_cls": 0.65388, "loss_rpn_bbox": 0.06443, "s0.loss_cls": 2.67398, "s0.acc": 71.1709, "s0.loss_bbox": 0.06033, "s0.loss_mask": 0.90358, "s1.loss_cls": 1.47891, "s1.acc": 61.41797, "s1.loss_bbox": 0.00821, "s1.loss_mask": 0.46664, "s2.loss_cls": 0.72844, "s2.acc": 63.27148, "s2.loss_bbox": 0.00091, "s2.loss_mask": 0.21828, "loss": 7.25757, "time": 2.52052} -{"mode": "train", "epoch": 1, "iter": 100, "lr": 2e-05, "memory": 13665, "data_time": 0.02861, "loss_rpn_cls": 0.35037, "loss_rpn_bbox": 0.0626, "s0.loss_cls": 0.40461, "s0.acc": 94.58789, "s0.loss_bbox": 0.18149, "s0.loss_mask": 0.73551, "s1.loss_cls": 0.1229, "s1.acc": 97.20044, "s1.loss_bbox": 0.02631, "s1.loss_mask": 0.36857, "s2.loss_cls": 0.04257, "s2.acc": 98.26904, "s2.loss_bbox": 0.00307, "s2.loss_mask": 0.18152, "loss": 2.47953, "time": 0.97716} -{"mode": "train", "epoch": 1, "iter": 150, "lr": 3e-05, "memory": 14235, "data_time": 0.02814, "loss_rpn_cls": 0.22259, "loss_rpn_bbox": 0.05718, "s0.loss_cls": 0.37533, "s0.acc": 94.06641, "s0.loss_bbox": 0.20161, "s0.loss_mask": 0.69821, "s1.loss_cls": 0.11095, "s1.acc": 96.92358, "s1.loss_bbox": 0.03021, "s1.loss_mask": 0.34699, "s2.loss_cls": 0.03688, "s2.acc": 98.14014, "s2.loss_bbox": 0.0036, "s2.loss_mask": 0.17092, "loss": 2.25447, "time": 0.78186} -{"mode": "train", "epoch": 1, "iter": 200, "lr": 4e-05, "memory": 14235, "data_time": 0.02471, "loss_rpn_cls": 0.2125, "loss_rpn_bbox": 0.06035, "s0.loss_cls": 0.39492, "s0.acc": 93.32935, "s0.loss_bbox": 0.22918, "s0.loss_mask": 0.68269, "s1.loss_cls": 0.11637, "s1.acc": 96.5813, "s1.loss_bbox": 0.03427, "s1.loss_mask": 0.34012, "s2.loss_cls": 0.03789, "s2.acc": 97.96924, "s2.loss_bbox": 0.00403, "s2.loss_mask": 0.16617, "loss": 2.2785, "time": 0.77876} -{"mode": "train", "epoch": 1, "iter": 250, "lr": 5e-05, "memory": 14235, "data_time": 0.02894, "loss_rpn_cls": 0.17372, "loss_rpn_bbox": 0.06251, "s0.loss_cls": 0.46125, "s0.acc": 92.00464, "s0.loss_bbox": 0.29225, "s0.loss_mask": 0.65311, "s1.loss_cls": 0.12934, "s1.acc": 96.17334, "s1.loss_bbox": 0.04213, "s1.loss_mask": 0.32829, "s2.loss_cls": 0.0402, "s2.acc": 97.87891, "s2.loss_bbox": 0.00489, "s2.loss_mask": 0.16148, "loss": 2.34917, "time": 0.78882} -{"mode": "train", "epoch": 1, "iter": 300, "lr": 6e-05, "memory": 14235, "data_time": 0.03308, "loss_rpn_cls": 0.12169, "loss_rpn_bbox": 0.05819, "s0.loss_cls": 0.49456, "s0.acc": 91.13965, "s0.loss_bbox": 0.34036, "s0.loss_mask": 0.62372, "s1.loss_cls": 0.13437, "s1.acc": 95.87305, "s1.loss_bbox": 0.04818, "s1.loss_mask": 0.3124, "s2.loss_cls": 0.04017, "s2.acc": 97.83521, "s2.loss_bbox": 0.00546, "s2.loss_mask": 0.15362, "loss": 2.33273, "time": 0.80444} -{"mode": "train", "epoch": 1, "iter": 350, "lr": 7e-05, "memory": 14235, "data_time": 0.02437, "loss_rpn_cls": 0.10137, "loss_rpn_bbox": 0.05364, "s0.loss_cls": 0.4826, "s0.acc": 91.23486, "s0.loss_bbox": 0.34566, "s0.loss_mask": 0.59235, "s1.loss_cls": 0.13079, "s1.acc": 95.80518, "s1.loss_bbox": 0.05059, "s1.loss_mask": 0.2969, "s2.loss_cls": 0.03821, "s2.acc": 97.88037, "s2.loss_bbox": 0.00552, "s2.loss_mask": 0.14712, "loss": 2.24476, "time": 0.80261} -{"mode": "train", "epoch": 1, "iter": 400, "lr": 8e-05, "memory": 14235, "data_time": 0.02902, "loss_rpn_cls": 0.10117, "loss_rpn_bbox": 0.0568, "s0.loss_cls": 0.51301, "s0.acc": 90.36768, "s0.loss_bbox": 0.39013, "s0.loss_mask": 0.56457, "s1.loss_cls": 0.14281, "s1.acc": 95.18872, "s1.loss_bbox": 0.05987, "s1.loss_mask": 0.27963, "s2.loss_cls": 0.04134, "s2.acc": 97.59863, "s2.loss_bbox": 0.00679, "s2.loss_mask": 0.13934, "loss": 2.29546, "time": 0.81739} -{"mode": "train", "epoch": 1, "iter": 450, "lr": 9e-05, "memory": 14235, "data_time": 0.02467, "loss_rpn_cls": 0.09462, "loss_rpn_bbox": 0.05393, "s0.loss_cls": 0.49308, "s0.acc": 90.2207, "s0.loss_bbox": 0.40215, "s0.loss_mask": 0.52219, "s1.loss_cls": 0.14451, "s1.acc": 94.70557, "s1.loss_bbox": 0.07104, "s1.loss_mask": 0.25476, "s2.loss_cls": 0.04069, "s2.acc": 97.41211, "s2.loss_bbox": 0.00829, "s2.loss_mask": 0.12767, "loss": 2.21295, "time": 0.81618} -{"mode": 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OpenMP 4.5) + - LAPACK is enabled (usually provided by MKL) + - NNPACK is enabled + - CPU capability usage: AVX2 + - CUDA Runtime 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+b6242b2 +------------------------------------------------------------ + +2025-06-20 16:17:23,940 - mmdet - INFO - Distributed training: True +2025-06-20 16:17:27,149 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_llama_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/llama_moe_4_16_1e-4/' +gpu_ids = range(0, 8) + +2025-06-20 16:18:09,321 - mmdet - INFO - load checkpoint from local path: 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roi_head.mask_head.1.convs.2.conv.weight, roi_head.mask_head.1.convs.2.conv.bias, roi_head.mask_head.1.convs.3.conv.weight, roi_head.mask_head.1.convs.3.conv.bias, roi_head.mask_head.1.upsample.weight, roi_head.mask_head.1.upsample.bias, roi_head.mask_head.1.conv_logits.weight, roi_head.mask_head.1.conv_logits.bias, roi_head.mask_head.2.convs.0.conv.weight, roi_head.mask_head.2.convs.0.conv.bias, roi_head.mask_head.2.convs.1.conv.weight, roi_head.mask_head.2.convs.1.conv.bias, roi_head.mask_head.2.convs.2.conv.weight, roi_head.mask_head.2.convs.2.conv.bias, roi_head.mask_head.2.convs.3.conv.weight, roi_head.mask_head.2.convs.3.conv.bias, roi_head.mask_head.2.upsample.weight, roi_head.mask_head.2.upsample.bias, roi_head.mask_head.2.conv_logits.weight, roi_head.mask_head.2.conv_logits.bias + +2025-06-20 16:18:09,744 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/llama_moe_4_16_1e-4 +2025-06-20 16:18:09,744 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-20 16:18:09,745 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-20 16:18:09,745 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/llama_moe_4_16_1e-4 by HardDiskBackend. +2025-06-20 16:20:20,612 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 23:47:01, time: 2.617, data_time: 1.562, memory: 18485, r_loss: 0.0355, loss_rpn_cls: 0.6260, loss_rpn_bbox: 0.0672, s0.loss_cls: 2.8746, s0.acc: 65.0957, s0.loss_bbox: 0.0785, s0.loss_mask: 0.8793, s1.loss_cls: 1.2573, s1.acc: 76.6528, s1.loss_bbox: 0.0108, s1.loss_mask: 0.4882, s2.loss_cls: 0.6631, s2.acc: 73.5295, s2.loss_bbox: 0.0013, s2.loss_mask: 0.2481, loss: 7.2297 +2025-06-20 16:21:08,205 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 10:45:11, time: 0.952, data_time: 0.025, memory: 18485, r_loss: 0.0240, loss_rpn_cls: 0.3321, loss_rpn_bbox: 0.0649, s0.loss_cls: 0.4256, s0.acc: 94.5229, s0.loss_bbox: 0.1852, s0.loss_mask: 0.7326, s1.loss_cls: 0.1195, s1.acc: 97.2224, s1.loss_bbox: 0.0259, s1.loss_mask: 0.3772, s2.loss_cls: 0.0434, s2.acc: 98.2791, s2.loss_bbox: 0.0030, s2.loss_mask: 0.1887, loss: 2.5220 +2025-06-20 16:21:55,857 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 14:24:56, time: 0.953, data_time: 0.025, memory: 18485, r_loss: 0.0084, loss_rpn_cls: 0.2450, loss_rpn_bbox: 0.0575, s0.loss_cls: 0.3917, s0.acc: 94.2341, s0.loss_bbox: 0.1942, s0.loss_mask: 0.6949, s1.loss_cls: 0.1153, s1.acc: 96.9961, s1.loss_bbox: 0.0287, s1.loss_mask: 0.3492, s2.loss_cls: 0.0394, s2.acc: 98.1492, s2.loss_bbox: 0.0034, s2.loss_mask: 0.1747, loss: 2.3023 +2025-06-20 16:22:45,898 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 4 days, 5:07:19, time: 1.001, data_time: 0.021, memory: 19202, r_loss: 0.0035, loss_rpn_cls: 0.2456, loss_rpn_bbox: 0.0594, s0.loss_cls: 0.3909, s0.acc: 94.0952, s0.loss_bbox: 0.1961, s0.loss_mask: 0.6847, s1.loss_cls: 0.1178, s1.acc: 96.8430, s1.loss_bbox: 0.0301, s1.loss_mask: 0.3402, s2.loss_cls: 0.0397, s2.acc: 98.0442, s2.loss_bbox: 0.0037, s2.loss_mask: 0.1696, loss: 2.2811 +2025-06-20 16:23:39,549 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 4 days, 0:36:04, time: 1.073, data_time: 0.024, memory: 19202, r_loss: 0.0027, loss_rpn_cls: 0.2432, loss_rpn_bbox: 0.0600, s0.loss_cls: 0.3807, s0.acc: 94.1726, s0.loss_bbox: 0.1956, s0.loss_mask: 0.6734, s1.loss_cls: 0.1136, s1.acc: 96.9294, s1.loss_bbox: 0.0292, s1.loss_mask: 0.3337, s2.loss_cls: 0.0384, s2.acc: 98.0957, s2.loss_bbox: 0.0035, s2.loss_mask: 0.1657, loss: 2.2397 +2025-06-20 16:24:25,080 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 19:35:37, time: 0.910, data_time: 0.027, memory: 19202, r_loss: 0.0023, loss_rpn_cls: 0.2318, loss_rpn_bbox: 0.0567, s0.loss_cls: 0.3617, s0.acc: 94.3884, s0.loss_bbox: 0.1881, s0.loss_mask: 0.6636, s1.loss_cls: 0.1080, s1.acc: 97.0325, s1.loss_bbox: 0.0282, s1.loss_mask: 0.3271, s2.loss_cls: 0.0366, s2.acc: 98.1499, s2.loss_bbox: 0.0035, s2.loss_mask: 0.1626, loss: 2.1701 +2025-06-20 16:25:10,065 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 15:54:08, time: 0.900, data_time: 0.023, memory: 19202, r_loss: 0.0018, loss_rpn_cls: 0.2192, loss_rpn_bbox: 0.0557, s0.loss_cls: 0.3440, s0.acc: 94.6101, s0.loss_bbox: 0.1816, s0.loss_mask: 0.6611, s1.loss_cls: 0.1030, s1.acc: 97.1196, s1.loss_bbox: 0.0281, s1.loss_mask: 0.3243, s2.loss_cls: 0.0343, s2.acc: 98.2356, s2.loss_bbox: 0.0034, s2.loss_mask: 0.1605, loss: 2.1171 +2025-06-20 16:25:56,499 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 13:23:35, time: 0.928, data_time: 0.027, memory: 19748, r_loss: 0.0017, loss_rpn_cls: 0.2164, loss_rpn_bbox: 0.0618, s0.loss_cls: 0.3681, s0.acc: 94.2371, s0.loss_bbox: 0.1945, s0.loss_mask: 0.6470, s1.loss_cls: 0.1097, s1.acc: 96.9456, s1.loss_bbox: 0.0294, s1.loss_mask: 0.3164, s2.loss_cls: 0.0367, s2.acc: 98.1011, s2.loss_bbox: 0.0036, s2.loss_mask: 0.1558, loss: 2.1411 +2025-06-20 16:26:44,498 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 11:41:44, time: 0.960, data_time: 0.025, memory: 19748, r_loss: 0.0018, loss_rpn_cls: 0.1919, loss_rpn_bbox: 0.0569, s0.loss_cls: 0.3892, s0.acc: 93.9355, s0.loss_bbox: 0.2113, s0.loss_mask: 0.6423, s1.loss_cls: 0.1115, s1.acc: 96.9028, s1.loss_bbox: 0.0315, s1.loss_mask: 0.3143, s2.loss_cls: 0.0366, s2.acc: 98.1306, s2.loss_bbox: 0.0040, s2.loss_mask: 0.1534, loss: 2.1447 +2025-06-20 16:27:37,437 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 11:03:44, time: 1.059, data_time: 0.020, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1916, loss_rpn_bbox: 0.0559, s0.loss_cls: 0.3960, s0.acc: 93.7881, s0.loss_bbox: 0.2180, s0.loss_mask: 0.6349, s1.loss_cls: 0.1132, s1.acc: 96.8503, s1.loss_bbox: 0.0321, s1.loss_mask: 0.3104, s2.loss_cls: 0.0367, s2.acc: 98.1179, s2.loss_bbox: 0.0040, s2.loss_mask: 0.1511, loss: 2.1454 +2025-06-20 16:28:24,605 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 9:46:11, time: 0.943, data_time: 0.023, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1926, loss_rpn_bbox: 0.0552, s0.loss_cls: 0.4150, s0.acc: 93.6028, s0.loss_bbox: 0.2266, s0.loss_mask: 0.6272, s1.loss_cls: 0.1165, s1.acc: 96.7849, s1.loss_bbox: 0.0335, s1.loss_mask: 0.3049, s2.loss_cls: 0.0371, s2.acc: 98.1091, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1478, loss: 2.1620 +2025-06-20 16:29:09,770 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 8:26:44, time: 0.903, data_time: 0.020, memory: 19748, r_loss: 0.0022, loss_rpn_cls: 0.1819, loss_rpn_bbox: 0.0560, s0.loss_cls: 0.4558, s0.acc: 92.9470, s0.loss_bbox: 0.2558, s0.loss_mask: 0.6124, s1.loss_cls: 0.1240, s1.acc: 96.5686, s1.loss_bbox: 0.0368, s1.loss_mask: 0.2987, s2.loss_cls: 0.0383, s2.acc: 98.0356, s2.loss_bbox: 0.0044, s2.loss_mask: 0.1443, loss: 2.2106 +2025-06-20 16:29:54,658 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 7:17:35, time: 0.898, data_time: 0.025, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1900, loss_rpn_bbox: 0.0575, s0.loss_cls: 0.4505, s0.acc: 92.9016, s0.loss_bbox: 0.2567, s0.loss_mask: 0.6052, s1.loss_cls: 0.1222, s1.acc: 96.5630, s1.loss_bbox: 0.0369, s1.loss_mask: 0.2964, s2.loss_cls: 0.0373, s2.acc: 98.0469, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1444, loss: 2.2032 +2025-06-20 16:30:43,057 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 6:40:09, time: 0.968, data_time: 0.022, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1937, loss_rpn_bbox: 0.0587, s0.loss_cls: 0.4761, s0.acc: 92.3748, s0.loss_bbox: 0.2762, s0.loss_mask: 0.5948, s1.loss_cls: 0.1297, s1.acc: 96.2668, s1.loss_bbox: 0.0406, s1.loss_mask: 0.2906, s2.loss_cls: 0.0395, s2.acc: 97.8875, s2.loss_bbox: 0.0048, s2.loss_mask: 0.1416, loss: 2.2477 +2025-06-20 16:31:39,203 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 6:52:56, time: 1.123, data_time: 0.023, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1872, loss_rpn_bbox: 0.0590, s0.loss_cls: 0.4721, s0.acc: 92.3787, s0.loss_bbox: 0.2770, s0.loss_mask: 0.5942, s1.loss_cls: 0.1281, s1.acc: 96.3015, s1.loss_bbox: 0.0405, s1.loss_mask: 0.2890, s2.loss_cls: 0.0388, s2.acc: 97.9268, s2.loss_bbox: 0.0048, s2.loss_mask: 0.1405, loss: 2.2327 +2025-06-20 16:32:27,278 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 6:19:49, time: 0.962, data_time: 0.023, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1810, loss_rpn_bbox: 0.0560, s0.loss_cls: 0.4734, s0.acc: 92.3376, s0.loss_bbox: 0.2794, s0.loss_mask: 0.5923, s1.loss_cls: 0.1287, s1.acc: 96.2595, s1.loss_bbox: 0.0418, s1.loss_mask: 0.2888, s2.loss_cls: 0.0386, s2.acc: 97.9307, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1413, loss: 2.2278 +2025-06-20 16:33:12,936 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 5:38:01, time: 0.913, data_time: 0.024, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1882, loss_rpn_bbox: 0.0600, s0.loss_cls: 0.4514, s0.acc: 92.6785, s0.loss_bbox: 0.2636, s0.loss_mask: 0.5796, s1.loss_cls: 0.1255, s1.acc: 96.3271, s1.loss_bbox: 0.0406, s1.loss_mask: 0.2824, s2.loss_cls: 0.0375, s2.acc: 97.9612, s2.loss_bbox: 0.0047, s2.loss_mask: 0.1374, loss: 2.1723 +2025-06-20 16:33:57,557 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 3 days, 4:55:41, time: 0.892, data_time: 0.022, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1757, loss_rpn_bbox: 0.0568, s0.loss_cls: 0.4752, s0.acc: 92.2673, s0.loss_bbox: 0.2807, s0.loss_mask: 0.5848, s1.loss_cls: 0.1308, s1.acc: 96.1675, s1.loss_bbox: 0.0428, s1.loss_mask: 0.2841, s2.loss_cls: 0.0389, s2.acc: 97.8911, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1387, loss: 2.2148 +2025-06-20 16:34:45,532 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 3 days, 4:33:12, time: 0.959, data_time: 0.024, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1696, loss_rpn_bbox: 0.0535, s0.loss_cls: 0.4713, s0.acc: 92.3374, s0.loss_bbox: 0.2784, s0.loss_mask: 0.5742, s1.loss_cls: 0.1317, s1.acc: 96.1257, s1.loss_bbox: 0.0443, s1.loss_mask: 0.2813, s2.loss_cls: 0.0391, s2.acc: 97.8909, s2.loss_bbox: 0.0053, s2.loss_mask: 0.1366, loss: 2.1866 +2025-06-20 16:35:38,865 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_llama_moe.py +2025-06-20 16:35:38,866 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 3 days, 4:36:23, time: 1.067, data_time: 0.025, memory: 19748, r_loss: 0.0012, loss_rpn_cls: 0.1765, loss_rpn_bbox: 0.0547, s0.loss_cls: 0.4694, s0.acc: 92.1941, s0.loss_bbox: 0.2818, s0.loss_mask: 0.5683, s1.loss_cls: 0.1334, s1.acc: 95.9756, s1.loss_bbox: 0.0460, s1.loss_mask: 0.2772, s2.loss_cls: 0.0394, s2.acc: 97.8245, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1349, loss: 2.1885 +2025-06-20 16:36:27,230 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 3 days, 4:18:24, time: 0.967, data_time: 0.026, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1736, loss_rpn_bbox: 0.0547, s0.loss_cls: 0.4720, s0.acc: 92.1873, s0.loss_bbox: 0.2808, s0.loss_mask: 0.5678, s1.loss_cls: 0.1364, s1.acc: 95.8508, s1.loss_bbox: 0.0480, s1.loss_mask: 0.2755, s2.loss_cls: 0.0405, s2.acc: 97.7468, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1341, loss: 2.1907 +2025-06-20 16:37:15,022 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 3 days, 3:59:47, time: 0.956, data_time: 0.027, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1548, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4617, s0.acc: 92.2188, s0.loss_bbox: 0.2822, s0.loss_mask: 0.5622, s1.loss_cls: 0.1345, s1.acc: 95.8225, s1.loss_bbox: 0.0501, s1.loss_mask: 0.2731, s2.loss_cls: 0.0389, s2.acc: 97.8018, s2.loss_bbox: 0.0062, s2.loss_mask: 0.1325, loss: 2.1491 +2025-06-20 16:38:00,424 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 3 days, 3:33:35, time: 0.908, data_time: 0.026, memory: 19748, r_loss: 0.0012, loss_rpn_cls: 0.1700, loss_rpn_bbox: 0.0570, s0.loss_cls: 0.4653, s0.acc: 92.1116, s0.loss_bbox: 0.2824, s0.loss_mask: 0.5610, s1.loss_cls: 0.1381, s1.acc: 95.6643, s1.loss_bbox: 0.0511, s1.loss_mask: 0.2725, s2.loss_cls: 0.0403, s2.acc: 97.6765, s2.loss_bbox: 0.0064, s2.loss_mask: 0.1322, loss: 2.1775 +2025-06-20 16:38:49,674 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 3 days, 3:23:31, time: 0.985, data_time: 0.029, memory: 19748, r_loss: 0.0012, loss_rpn_cls: 0.1711, loss_rpn_bbox: 0.0588, s0.loss_cls: 0.4757, s0.acc: 91.7695, s0.loss_bbox: 0.2938, s0.loss_mask: 0.5604, s1.loss_cls: 0.1422, s1.acc: 95.4233, s1.loss_bbox: 0.0540, s1.loss_mask: 0.2706, s2.loss_cls: 0.0423, s2.acc: 97.5142, s2.loss_bbox: 0.0071, s2.loss_mask: 0.1310, loss: 2.2080 +2025-06-20 16:39:40,124 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 3 days, 3:18:22, time: 1.009, data_time: 0.025, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1638, loss_rpn_bbox: 0.0540, s0.loss_cls: 0.4602, s0.acc: 92.2368, s0.loss_bbox: 0.2780, s0.loss_mask: 0.5537, s1.loss_cls: 0.1412, s1.acc: 95.5205, s1.loss_bbox: 0.0542, s1.loss_mask: 0.2678, s2.loss_cls: 0.0408, s2.acc: 97.6326, s2.loss_bbox: 0.0071, s2.loss_mask: 0.1295, loss: 2.1516 +2025-06-20 16:40:31,603 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 3 days, 3:17:07, time: 1.030, data_time: 0.024, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1546, loss_rpn_bbox: 0.0511, s0.loss_cls: 0.4662, s0.acc: 92.1296, s0.loss_bbox: 0.2819, s0.loss_mask: 0.5441, s1.loss_cls: 0.1444, s1.acc: 95.4031, s1.loss_bbox: 0.0561, s1.loss_mask: 0.2633, s2.loss_cls: 0.0421, s2.acc: 97.5378, s2.loss_bbox: 0.0076, s2.loss_mask: 0.1271, loss: 2.1401 +2025-06-20 16:41:20,243 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 3 days, 3:06:38, time: 0.973, data_time: 0.025, memory: 19748, r_loss: 0.0013, loss_rpn_cls: 0.1636, loss_rpn_bbox: 0.0555, s0.loss_cls: 0.4701, s0.acc: 91.7637, s0.loss_bbox: 0.2959, s0.loss_mask: 0.5471, s1.loss_cls: 0.1452, s1.acc: 95.1948, s1.loss_bbox: 0.0592, s1.loss_mask: 0.2637, s2.loss_cls: 0.0422, s2.acc: 97.4385, s2.loss_bbox: 0.0081, s2.loss_mask: 0.1270, loss: 2.1789 +2025-06-20 16:42:08,145 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 3 days, 2:54:32, time: 0.958, data_time: 0.023, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1501, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.4591, s0.acc: 92.0781, s0.loss_bbox: 0.2848, s0.loss_mask: 0.5379, s1.loss_cls: 0.1446, s1.acc: 95.2485, s1.loss_bbox: 0.0590, s1.loss_mask: 0.2597, s2.loss_cls: 0.0418, s2.acc: 97.4902, s2.loss_bbox: 0.0081, s2.loss_mask: 0.1252, loss: 2.1239 +2025-06-20 16:42:56,203 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 3 days, 2:43:40, time: 0.961, data_time: 0.022, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1561, loss_rpn_bbox: 0.0529, s0.loss_cls: 0.4650, s0.acc: 91.7893, s0.loss_bbox: 0.2931, s0.loss_mask: 0.5386, s1.loss_cls: 0.1488, s1.acc: 94.9685, s1.loss_bbox: 0.0622, s1.loss_mask: 0.2599, s2.loss_cls: 0.0431, s2.acc: 97.3218, s2.loss_bbox: 0.0087, s2.loss_mask: 0.1252, loss: 2.1549 +2025-06-20 16:43:42,213 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 3 days, 2:27:33, time: 0.920, data_time: 0.025, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1575, loss_rpn_bbox: 0.0577, s0.loss_cls: 0.4774, s0.acc: 91.4978, s0.loss_bbox: 0.3046, s0.loss_mask: 0.5389, s1.loss_cls: 0.1524, s1.acc: 94.8298, s1.loss_bbox: 0.0644, s1.loss_mask: 0.2597, s2.loss_cls: 0.0444, s2.acc: 97.2524, s2.loss_bbox: 0.0090, s2.loss_mask: 0.1246, loss: 2.1919 +2025-06-20 16:44:37,274 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 3 days, 2:37:53, time: 1.101, data_time: 0.032, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1485, loss_rpn_bbox: 0.0533, s0.loss_cls: 0.4618, s0.acc: 91.9006, s0.loss_bbox: 0.2891, s0.loss_mask: 0.5366, s1.loss_cls: 0.1480, s1.acc: 95.0056, s1.loss_bbox: 0.0624, s1.loss_mask: 0.2582, s2.loss_cls: 0.0433, s2.acc: 97.3013, s2.loss_bbox: 0.0090, s2.loss_mask: 0.1241, loss: 2.1356 +2025-06-20 16:45:28,115 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 3 days, 2:36:02, time: 1.017, data_time: 0.022, memory: 19748, r_loss: 0.0014, loss_rpn_cls: 0.1558, loss_rpn_bbox: 0.0541, s0.loss_cls: 0.4715, s0.acc: 91.6938, s0.loss_bbox: 0.2954, s0.loss_mask: 0.5353, s1.loss_cls: 0.1532, s1.acc: 94.7935, s1.loss_bbox: 0.0653, s1.loss_mask: 0.2566, s2.loss_cls: 0.0450, s2.acc: 97.1553, s2.loss_bbox: 0.0096, s2.loss_mask: 0.1230, loss: 2.1663 +2025-06-20 16:46:16,469 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 3 days, 2:27:35, time: 0.967, data_time: 0.027, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1472, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.4604, s0.acc: 91.8923, s0.loss_bbox: 0.2890, s0.loss_mask: 0.5324, s1.loss_cls: 0.1512, s1.acc: 94.8445, s1.loss_bbox: 0.0648, s1.loss_mask: 0.2551, s2.loss_cls: 0.0444, s2.acc: 97.1938, s2.loss_bbox: 0.0096, s2.loss_mask: 0.1228, loss: 2.1299 +2025-06-20 16:47:05,489 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 3 days, 2:21:22, time: 0.980, data_time: 0.025, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1526, loss_rpn_bbox: 0.0519, s0.loss_cls: 0.4658, s0.acc: 91.6958, s0.loss_bbox: 0.2922, s0.loss_mask: 0.5298, s1.loss_cls: 0.1568, s1.acc: 94.5852, s1.loss_bbox: 0.0678, s1.loss_mask: 0.2555, s2.loss_cls: 0.0462, s2.acc: 97.0496, s2.loss_bbox: 0.0102, s2.loss_mask: 0.1226, loss: 2.1529 +2025-06-20 16:47:52,071 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 3 days, 2:09:24, time: 0.932, data_time: 0.024, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1527, loss_rpn_bbox: 0.0559, s0.loss_cls: 0.4844, s0.acc: 91.3584, s0.loss_bbox: 0.3041, s0.loss_mask: 0.5211, s1.loss_cls: 0.1646, s1.acc: 94.2219, s1.loss_bbox: 0.0735, s1.loss_mask: 0.2508, s2.loss_cls: 0.0481, s2.acc: 96.8760, s2.loss_bbox: 0.0113, s2.loss_mask: 0.1208, loss: 2.1887 +2025-06-20 16:48:46,879 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 3 days, 2:18:01, time: 1.096, data_time: 0.023, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1527, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.4724, s0.acc: 91.6426, s0.loss_bbox: 0.2951, s0.loss_mask: 0.5248, s1.loss_cls: 0.1600, s1.acc: 94.4915, s1.loss_bbox: 0.0701, s1.loss_mask: 0.2518, s2.loss_cls: 0.0469, s2.acc: 96.9832, s2.loss_bbox: 0.0107, s2.loss_mask: 0.1206, loss: 2.1579 +2025-06-20 16:49:33,553 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 3 days, 2:06:50, time: 0.933, data_time: 0.028, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1481, loss_rpn_bbox: 0.0535, s0.loss_cls: 0.4800, s0.acc: 91.3792, s0.loss_bbox: 0.3048, s0.loss_mask: 0.5185, s1.loss_cls: 0.1660, s1.acc: 94.1240, s1.loss_bbox: 0.0757, s1.loss_mask: 0.2485, s2.loss_cls: 0.0493, s2.acc: 96.7520, s2.loss_bbox: 0.0120, s2.loss_mask: 0.1189, loss: 2.1770 +2025-06-20 16:50:28,128 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 3 days, 2:14:25, time: 1.092, data_time: 0.024, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1424, loss_rpn_bbox: 0.0525, s0.loss_cls: 0.4545, s0.acc: 91.7488, s0.loss_bbox: 0.2901, s0.loss_mask: 0.5209, s1.loss_cls: 0.1562, s1.acc: 94.3499, s1.loss_bbox: 0.0720, s1.loss_mask: 0.2498, s2.loss_cls: 0.0468, s2.acc: 96.8398, s2.loss_bbox: 0.0117, s2.loss_mask: 0.1202, loss: 2.1185 +2025-06-20 16:51:17,124 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 3 days, 2:09:04, time: 0.980, data_time: 0.025, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1376, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.4649, s0.acc: 91.3611, s0.loss_bbox: 0.3082, s0.loss_mask: 0.5170, s1.loss_cls: 0.1612, s1.acc: 94.0696, s1.loss_bbox: 0.0771, s1.loss_mask: 0.2479, s2.loss_cls: 0.0479, s2.acc: 96.7119, s2.loss_bbox: 0.0123, s2.loss_mask: 0.1192, loss: 2.1479 +2025-06-20 16:52:03,703 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_llama_moe.py +2025-06-20 16:52:03,703 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 3 days, 1:58:39, time: 0.932, data_time: 0.027, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1463, loss_rpn_bbox: 0.0515, s0.loss_cls: 0.4666, s0.acc: 91.3276, s0.loss_bbox: 0.3034, s0.loss_mask: 0.5177, s1.loss_cls: 0.1671, s1.acc: 93.8352, s1.loss_bbox: 0.0800, s1.loss_mask: 0.2488, s2.loss_cls: 0.0498, s2.acc: 96.5693, s2.loss_bbox: 0.0133, s2.loss_mask: 0.1190, loss: 2.1649 +2025-06-20 16:52:56,200 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 3 days, 2:01:20, time: 1.050, data_time: 0.023, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1447, loss_rpn_bbox: 0.0507, s0.loss_cls: 0.4658, s0.acc: 91.3267, s0.loss_bbox: 0.3071, s0.loss_mask: 0.5236, s1.loss_cls: 0.1642, s1.acc: 93.9326, s1.loss_bbox: 0.0786, s1.loss_mask: 0.2504, s2.loss_cls: 0.0493, s2.acc: 96.6104, s2.loss_bbox: 0.0130, s2.loss_mask: 0.1199, loss: 2.1688 +2025-06-20 16:53:42,887 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 3 days, 1:51:45, time: 0.934, data_time: 0.022, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1340, loss_rpn_bbox: 0.0513, s0.loss_cls: 0.4526, s0.acc: 91.5217, s0.loss_bbox: 0.2992, s0.loss_mask: 0.5045, s1.loss_cls: 0.1623, s1.acc: 93.9475, s1.loss_bbox: 0.0790, s1.loss_mask: 0.2417, s2.loss_cls: 0.0489, s2.acc: 96.5830, s2.loss_bbox: 0.0132, s2.loss_mask: 0.1155, loss: 2.1039 +2025-06-20 16:54:35,035 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 3 days, 1:53:40, time: 1.043, data_time: 0.023, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1375, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4443, s0.acc: 91.6472, s0.loss_bbox: 0.2941, s0.loss_mask: 0.5051, s1.loss_cls: 0.1632, s1.acc: 93.8262, s1.loss_bbox: 0.0801, s1.loss_mask: 0.2421, s2.loss_cls: 0.0499, s2.acc: 96.4719, s2.loss_bbox: 0.0140, s2.loss_mask: 0.1155, loss: 2.0983 +2025-06-20 16:55:27,555 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 3 days, 1:56:08, time: 1.050, data_time: 0.022, memory: 19748, r_loss: 0.0017, loss_rpn_cls: 0.1370, loss_rpn_bbox: 0.0523, s0.loss_cls: 0.4705, s0.acc: 91.3201, s0.loss_bbox: 0.3054, s0.loss_mask: 0.5086, s1.loss_cls: 0.1694, s1.acc: 93.7239, s1.loss_bbox: 0.0816, s1.loss_mask: 0.2427, s2.loss_cls: 0.0516, s2.acc: 96.4050, s2.loss_bbox: 0.0141, s2.loss_mask: 0.1163, loss: 2.1511 +2025-06-20 16:56:14,071 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 3 days, 1:46:55, time: 0.931, data_time: 0.025, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1302, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.4580, s0.acc: 91.3982, s0.loss_bbox: 0.3017, s0.loss_mask: 0.5019, s1.loss_cls: 0.1679, s1.acc: 93.6460, s1.loss_bbox: 0.0839, s1.loss_mask: 0.2386, s2.loss_cls: 0.0518, s2.acc: 96.2466, s2.loss_bbox: 0.0153, s2.loss_mask: 0.1141, loss: 2.1130 +2025-06-20 16:57:04,285 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 3 days, 1:45:03, time: 1.004, data_time: 0.021, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1441, loss_rpn_bbox: 0.0529, s0.loss_cls: 0.4622, s0.acc: 91.2048, s0.loss_bbox: 0.3117, s0.loss_mask: 0.5057, s1.loss_cls: 0.1691, s1.acc: 93.4653, s1.loss_bbox: 0.0869, s1.loss_mask: 0.2436, s2.loss_cls: 0.0519, s2.acc: 96.1904, s2.loss_bbox: 0.0155, s2.loss_mask: 0.1163, loss: 2.1615 +2025-06-20 16:57:51,551 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 3 days, 1:37:44, time: 0.945, data_time: 0.021, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1300, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4593, s0.acc: 91.3479, s0.loss_bbox: 0.3024, s0.loss_mask: 0.4998, s1.loss_cls: 0.1720, s1.acc: 93.4587, s1.loss_bbox: 0.0864, s1.loss_mask: 0.2381, s2.loss_cls: 0.0530, s2.acc: 96.1746, s2.loss_bbox: 0.0158, s2.loss_mask: 0.1129, loss: 2.1223 +2025-06-20 16:58:46,298 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 3 days, 1:44:16, time: 1.095, data_time: 0.023, memory: 19748, r_loss: 0.0015, loss_rpn_cls: 0.1374, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.4628, s0.acc: 91.1279, s0.loss_bbox: 0.3082, s0.loss_mask: 0.5001, s1.loss_cls: 0.1733, s1.acc: 93.3199, s1.loss_bbox: 0.0880, s1.loss_mask: 0.2387, s2.loss_cls: 0.0537, s2.acc: 96.0493, s2.loss_bbox: 0.0163, s2.loss_mask: 0.1132, loss: 2.1456 +2025-06-20 16:59:34,494 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 3 days, 1:38:50, time: 0.963, data_time: 0.029, memory: 19748, r_loss: 0.0016, loss_rpn_cls: 0.1328, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.4735, s0.acc: 90.8613, s0.loss_bbox: 0.3204, s0.loss_mask: 0.4960, s1.loss_cls: 0.1781, s1.acc: 93.0613, s1.loss_bbox: 0.0921, s1.loss_mask: 0.2372, s2.loss_cls: 0.0557, s2.acc: 95.8508, s2.loss_bbox: 0.0174, s2.loss_mask: 0.1132, loss: 2.1681 diff --git a/mmdet/results/train/llama_moe_4_16_1e-4/20250620_161720.log.json b/mmdet/results/train/llama_moe_4_16_1e-4/20250620_161720.log.json new file mode 100644 index 0000000000000000000000000000000000000000..1e2934a9b29d062f01bf96e3edded19a6c59b189 --- /dev/null +++ b/mmdet/results/train/llama_moe_4_16_1e-4/20250620_161720.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b813f247dedebb9b1312db12164c90ad2e14174fef4fa4ef82172ed0596291a3 +size 42800 diff --git a/mmdet/results/train/llama_moe_4_16_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_llama_moe.py b/mmdet/results/train/llama_moe_4_16_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_llama_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..1a366b3d0b12a14f93a57a826b605adfcd292c62 --- /dev/null +++ b/mmdet/results/train/llama_moe_4_16_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_llama_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_llama_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/llama_moe_4_16_1e-4/' +gpu_ids = range(0, 8) diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/20250614_124757.log b/mmdet/results/train/lora/20250614_124757.log similarity index 100% rename from mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/20250614_124757.log rename to mmdet/results/train/lora/20250614_124757.log diff --git a/mmdet/results/train/lora/20250614_124757.log.json b/mmdet/results/train/lora/20250614_124757.log.json new file mode 100644 index 0000000000000000000000000000000000000000..d00c32a05ce62bc2cd4d203170696875406ca76c --- /dev/null +++ b/mmdet/results/train/lora/20250614_124757.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4f4154b2817468ae639a0543be385680c3b12df495a7ebf6d4c4993aa1c3fed9 +size 2464645 diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora.py b/mmdet/results/train/lora/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora.py similarity index 100% rename from mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora.py rename to mmdet/results/train/lora/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora.py diff --git a/mmdet/results/train/lora/epoch_1.pth b/mmdet/results/train/lora/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..9c455d29534a1e478ea5226734f15c0feef7da28 --- /dev/null +++ b/mmdet/results/train/lora/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:aa6ec77aebcf19bbd0a6e33295ce386d23e36f0dcb058a248dc59cbec5198724 +size 1083632016 diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/epoch_36.pth b/mmdet/results/train/lora/epoch_36.pth similarity index 100% rename from mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_lora/epoch_36.pth rename to mmdet/results/train/lora/epoch_36.pth diff --git a/mmdet/results/train/lora/latest.pth b/mmdet/results/train/lora/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..bad5a9a27fe497a4769ee93b770ae5a5e36ee9e0 --- /dev/null +++ b/mmdet/results/train/lora/latest.pth @@ -0,0 +1 @@ +epoch_36.pth \ No newline at end of file diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/20250610_212914.log b/mmdet/results/train/mona/20250610_212914.log similarity index 100% rename from mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/20250610_212914.log rename to mmdet/results/train/mona/20250610_212914.log diff --git a/mmdet/results/train/mona/20250610_212914.log.json b/mmdet/results/train/mona/20250610_212914.log.json new file mode 100644 index 0000000000000000000000000000000000000000..df43905c6dba810cf799d07f33473c591b3f489c --- /dev/null +++ b/mmdet/results/train/mona/20250610_212914.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5dfd7d6ae15d69d9a4bfd5e8981d2e23ddfa4e2f08b571d1234ef959dd3e199b +size 2464610 diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona.py b/mmdet/results/train/mona/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona.py similarity index 100% rename from mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona.py rename to mmdet/results/train/mona/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona.py diff --git a/mmdet/results/train/mona/epoch_1.pth b/mmdet/results/train/mona/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..ca8488ee44268aad5d05579569bb97c2e6f86f5c --- /dev/null +++ b/mmdet/results/train/mona/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:461b1f6c667dedadb274c7d0ee73325e9a9ab95d8154229f27aa55b6a0ce0d05 +size 1091645264 diff --git a/mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/epoch_36.pth b/mmdet/results/train/mona/epoch_36.pth similarity index 100% rename from mmdet/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona/epoch_36.pth rename to mmdet/results/train/mona/epoch_36.pth diff --git a/mmdet/results/train/mona/latest.pth b/mmdet/results/train/mona/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..bad5a9a27fe497a4769ee93b770ae5a5e36ee9e0 --- /dev/null +++ b/mmdet/results/train/mona/latest.pth @@ -0,0 +1 @@ +epoch_36.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_llama_moe_2_8_1e-4/20250624_193305.log b/mmdet/results/train/mona_llama_moe_2_8_1e-4/20250624_193305.log new file mode 100644 index 0000000000000000000000000000000000000000..85963379d48b4f92f5818e0088fd8831aa48659a --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_2_8_1e-4/20250624_193305.log @@ -0,0 +1,6026 @@ +2025-06-24 19:33:05,885 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+e54ac53 +------------------------------------------------------------ + +2025-06-24 19:33:09,123 - mmdet - INFO - Distributed training: True +2025-06-24 19:33:12,480 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_8.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_llama_moe_2_8_1e-4/' +gpu_ids = range(0, 8) + +2025-06-24 19:33:59,682 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_8.pth +2025-06-24 19:34:00,418 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.1.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.1.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.1.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.1.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.1.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.1.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.2.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.2.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.2.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.3.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.3.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.3.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.4.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.4.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.4.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.5.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.5.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.5.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.6.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.6.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.6.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.7.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.7.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.7.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.8.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.8.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.8.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.9.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.9.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.9.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.10.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.10.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.10.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.11.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.11.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.11.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.12.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.12.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.12.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.13.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.13.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.13.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.14.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.14.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.14.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.15.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.15.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.15.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.16.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.16.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.16.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.17.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.17.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.17.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.weight_noise.weight + +2025-06-24 19:34:00,465 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_llama_moe_2_8_1e-4 +2025-06-24 19:34:00,465 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-24 19:34:00,466 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-24 19:34:00,467 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_llama_moe_2_8_1e-4 by HardDiskBackend. +2025-06-24 19:36:03,764 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 12:40:40, time: 2.465, data_time: 1.623, memory: 13591, balance_loss: 0.0292, loss_rpn_cls: 0.5823, loss_rpn_bbox: 0.0579, s0.loss_cls: 0.5418, s0.acc: 94.9258, s0.loss_bbox: 0.1667, s0.loss_mask: 0.6968, s1.loss_cls: 0.1669, s1.acc: 96.8389, s1.loss_bbox: 0.0280, s1.loss_mask: 0.3423, s2.loss_cls: 0.0586, s2.acc: 97.7888, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1725, loss: 2.8473 +2025-06-24 19:36:43,829 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 4 days, 23:40:49, time: 0.801, data_time: 0.025, memory: 15435, balance_loss: 0.0168, loss_rpn_cls: 0.2363, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.3823, s0.acc: 94.3235, s0.loss_bbox: 0.1918, s0.loss_mask: 0.6208, s1.loss_cls: 0.1163, s1.acc: 96.8198, s1.loss_bbox: 0.0323, s1.loss_mask: 0.2969, s2.loss_cls: 0.0393, s2.acc: 98.0039, s2.loss_bbox: 0.0046, s2.loss_mask: 0.1440, loss: 2.1322 +2025-06-24 19:37:24,280 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 3:31:38, time: 0.809, data_time: 0.027, memory: 15435, balance_loss: 0.0050, loss_rpn_cls: 0.2172, loss_rpn_bbox: 0.0527, s0.loss_cls: 0.3636, s0.acc: 94.3455, s0.loss_bbox: 0.1887, s0.loss_mask: 0.6075, s1.loss_cls: 0.1096, s1.acc: 96.7727, s1.loss_bbox: 0.0318, s1.loss_mask: 0.2899, s2.loss_cls: 0.0361, s2.acc: 97.9419, s2.loss_bbox: 0.0045, s2.loss_mask: 0.1392, loss: 2.0459 +2025-06-24 19:38:10,690 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 3 days, 19:37:08, time: 0.928, data_time: 0.028, memory: 15435, balance_loss: 0.0025, loss_rpn_cls: 0.2006, loss_rpn_bbox: 0.0545, s0.loss_cls: 0.3868, s0.acc: 93.7466, s0.loss_bbox: 0.2081, s0.loss_mask: 0.5944, s1.loss_cls: 0.1180, s1.acc: 96.4229, s1.loss_bbox: 0.0357, s1.loss_mask: 0.2831, s2.loss_cls: 0.0388, s2.acc: 97.7283, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1345, loss: 2.0622 +2025-06-24 19:38:58,821 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 3 days, 15:23:14, time: 0.963, data_time: 0.026, memory: 15435, balance_loss: 0.0020, loss_rpn_cls: 0.1902, loss_rpn_bbox: 0.0569, s0.loss_cls: 0.3854, s0.acc: 93.6399, s0.loss_bbox: 0.2126, s0.loss_mask: 0.5687, s1.loss_cls: 0.1201, s1.acc: 96.3035, s1.loss_bbox: 0.0383, s1.loss_mask: 0.2682, s2.loss_cls: 0.0388, s2.acc: 97.7502, s2.loss_bbox: 0.0053, s2.loss_mask: 0.1261, loss: 2.0125 +2025-06-24 19:39:38,596 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 10:30:44, time: 0.795, data_time: 0.028, memory: 15435, balance_loss: 0.0018, loss_rpn_cls: 0.1675, loss_rpn_bbox: 0.0506, s0.loss_cls: 0.3855, s0.acc: 93.3965, s0.loss_bbox: 0.2191, s0.loss_mask: 0.5580, s1.loss_cls: 0.1314, s1.acc: 95.7410, s1.loss_bbox: 0.0468, s1.loss_mask: 0.2632, s2.loss_cls: 0.0422, s2.acc: 97.4028, s2.loss_bbox: 0.0075, s2.loss_mask: 0.1238, loss: 1.9974 +2025-06-24 19:40:18,805 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 7:07:21, time: 0.804, data_time: 0.025, memory: 15435, balance_loss: 0.0018, loss_rpn_cls: 0.1546, loss_rpn_bbox: 0.0495, s0.loss_cls: 0.3979, s0.acc: 93.0244, s0.loss_bbox: 0.2283, s0.loss_mask: 0.5416, s1.loss_cls: 0.1464, s1.acc: 95.0713, s1.loss_bbox: 0.0568, s1.loss_mask: 0.2563, s2.loss_cls: 0.0481, s2.acc: 96.9148, s2.loss_bbox: 0.0106, s2.loss_mask: 0.1195, loss: 2.0113 +2025-06-24 19:41:01,182 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 4:58:18, time: 0.847, data_time: 0.029, memory: 15435, balance_loss: 0.0018, loss_rpn_cls: 0.1451, loss_rpn_bbox: 0.0487, s0.loss_cls: 0.4409, s0.acc: 91.9915, s0.loss_bbox: 0.2522, s0.loss_mask: 0.5052, s1.loss_cls: 0.1745, s1.acc: 93.7078, s1.loss_bbox: 0.0724, s1.loss_mask: 0.2385, s2.loss_cls: 0.0626, s2.acc: 95.6848, s2.loss_bbox: 0.0163, s2.loss_mask: 0.1104, loss: 2.0685 +2025-06-24 19:41:44,625 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 3:28:18, time: 0.869, data_time: 0.030, memory: 15740, balance_loss: 0.0019, loss_rpn_cls: 0.1311, loss_rpn_bbox: 0.0451, s0.loss_cls: 0.4368, s0.acc: 91.7217, s0.loss_bbox: 0.2542, s0.loss_mask: 0.4842, s1.loss_cls: 0.1803, s1.acc: 93.0452, s1.loss_bbox: 0.0790, s1.loss_mask: 0.2247, s2.loss_cls: 0.0692, s2.acc: 94.8022, s2.loss_bbox: 0.0205, s2.loss_mask: 0.1039, loss: 2.0310 +2025-06-24 19:42:27,924 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 2:14:37, time: 0.866, data_time: 0.022, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.1247, loss_rpn_bbox: 0.0428, s0.loss_cls: 0.4507, s0.acc: 91.3489, s0.loss_bbox: 0.2645, s0.loss_mask: 0.4598, s1.loss_cls: 0.1882, s1.acc: 92.5080, s1.loss_bbox: 0.0855, s1.loss_mask: 0.2139, s2.loss_cls: 0.0735, s2.acc: 94.1283, s2.loss_bbox: 0.0234, s2.loss_mask: 0.0987, loss: 2.0276 +2025-06-24 19:43:12,090 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 1:21:27, time: 0.884, data_time: 0.027, memory: 15740, balance_loss: 0.0019, loss_rpn_cls: 0.1165, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.4432, s0.acc: 91.2336, s0.loss_bbox: 0.2612, s0.loss_mask: 0.4345, s1.loss_cls: 0.1869, s1.acc: 92.2171, s1.loss_bbox: 0.0889, s1.loss_mask: 0.2003, s2.loss_cls: 0.0748, s2.acc: 93.7411, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0922, loss: 1.9665 +2025-06-24 19:43:56,512 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 0:38:47, time: 0.888, data_time: 0.021, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.1144, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.4397, s0.acc: 90.9189, s0.loss_bbox: 0.2652, s0.loss_mask: 0.4256, s1.loss_cls: 0.1879, s1.acc: 91.8633, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1952, s2.loss_cls: 0.0769, s2.acc: 93.2846, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0894, loss: 1.9559 +2025-06-24 19:45:00,428 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 2:14:10, time: 1.278, data_time: 0.031, memory: 15740, balance_loss: 0.0018, loss_rpn_cls: 0.1068, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.4441, s0.acc: 90.7507, s0.loss_bbox: 0.2739, s0.loss_mask: 0.4142, s1.loss_cls: 0.1897, s1.acc: 91.7232, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1905, s2.loss_cls: 0.0777, s2.acc: 93.1479, s2.loss_bbox: 0.0286, s2.loss_mask: 0.0878, loss: 1.9532 +2025-06-24 19:45:45,982 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 1:40:40, time: 0.911, data_time: 0.022, memory: 15740, balance_loss: 0.0018, loss_rpn_cls: 0.1096, loss_rpn_bbox: 0.0430, s0.loss_cls: 0.4464, s0.acc: 90.2986, s0.loss_bbox: 0.2852, s0.loss_mask: 0.4013, s1.loss_cls: 0.1949, s1.acc: 91.1355, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1869, s2.loss_cls: 0.0809, s2.acc: 92.5124, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0868, loss: 1.9724 +2025-06-24 19:46:30,754 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 1:06:59, time: 0.895, data_time: 0.024, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.1054, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.4331, s0.acc: 90.5752, s0.loss_bbox: 0.2734, s0.loss_mask: 0.3982, s1.loss_cls: 0.1902, s1.acc: 91.3910, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1860, s2.loss_cls: 0.0790, s2.acc: 92.7475, s2.loss_bbox: 0.0307, s2.loss_mask: 0.0856, loss: 1.9227 +2025-06-24 19:47:15,507 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 0:37:17, time: 0.895, data_time: 0.029, memory: 15740, balance_loss: 0.0022, loss_rpn_cls: 0.1019, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.4252, s0.acc: 90.6836, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3945, s1.loss_cls: 0.1862, s1.acc: 91.3501, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1802, s2.loss_cls: 0.0784, s2.acc: 92.5622, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0830, loss: 1.8941 +2025-06-24 19:48:00,803 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 0:13:43, time: 0.906, data_time: 0.029, memory: 15740, balance_loss: 0.0021, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3993, s0.acc: 90.9028, s0.loss_bbox: 0.2673, s0.loss_mask: 0.3759, s1.loss_cls: 0.1725, s1.acc: 91.7727, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1737, s2.loss_cls: 0.0732, s2.acc: 92.8412, s2.loss_bbox: 0.0316, s2.loss_mask: 0.0801, loss: 1.8072 +2025-06-24 19:48:46,350 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 2 days, 23:54:03, time: 0.911, data_time: 0.025, memory: 15740, balance_loss: 0.0025, loss_rpn_cls: 0.0940, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3988, s0.acc: 90.6238, s0.loss_bbox: 0.2797, s0.loss_mask: 0.3832, s1.loss_cls: 0.1769, s1.acc: 91.3667, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1790, s2.loss_cls: 0.0748, s2.acc: 92.5545, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0824, loss: 1.8497 +2025-06-24 19:49:31,176 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 2 days, 23:33:00, time: 0.897, data_time: 0.026, memory: 15740, balance_loss: 0.0025, loss_rpn_cls: 0.0914, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3942, s0.acc: 90.7817, s0.loss_bbox: 0.2722, s0.loss_mask: 0.3665, s1.loss_cls: 0.1726, s1.acc: 91.5765, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1704, s2.loss_cls: 0.0728, s2.acc: 92.7543, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0779, loss: 1.7938 +2025-06-24 19:50:17,190 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 19:50:17,191 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 2 days, 23:19:10, time: 0.920, data_time: 0.024, memory: 15740, balance_loss: 0.0029, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3699, s0.acc: 90.9785, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3458, s1.loss_cls: 0.1657, s1.acc: 91.5839, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1618, s2.loss_cls: 0.0730, s2.acc: 92.3993, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0743, loss: 1.7194 +2025-06-24 19:51:16,650 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 3 days, 0:02:40, time: 1.189, data_time: 0.024, memory: 15740, balance_loss: 0.0033, loss_rpn_cls: 0.0807, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3427, s0.acc: 91.3813, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3330, s1.loss_cls: 0.1543, s1.acc: 91.9015, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1561, s2.loss_cls: 0.0676, s2.acc: 92.8347, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0717, loss: 1.6406 +2025-06-24 19:52:02,714 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 2 days, 23:48:49, time: 0.921, data_time: 0.026, memory: 15740, balance_loss: 0.0032, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.3062, s0.acc: 91.8186, s0.loss_bbox: 0.2531, s0.loss_mask: 0.3223, s1.loss_cls: 0.1413, s1.acc: 92.1063, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1517, s2.loss_cls: 0.0630, s2.acc: 92.8558, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0696, loss: 1.5449 +2025-06-24 19:52:49,830 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 2 days, 23:40:05, time: 0.942, data_time: 0.026, memory: 15740, balance_loss: 0.0033, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3099, s0.acc: 91.4478, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3164, s1.loss_cls: 0.1412, s1.acc: 91.9467, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1504, s2.loss_cls: 0.0637, s2.acc: 92.4911, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0694, loss: 1.5732 +2025-06-24 19:53:36,764 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 2 days, 23:31:20, time: 0.938, data_time: 0.026, memory: 15740, balance_loss: 0.0032, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2821, s0.acc: 91.8826, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3071, s1.loss_cls: 0.1309, s1.acc: 92.1528, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1448, s2.loss_cls: 0.0590, s2.acc: 92.7656, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0670, loss: 1.5092 +2025-06-24 19:54:23,576 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 2 days, 23:22:50, time: 0.936, data_time: 0.027, memory: 15740, balance_loss: 0.0029, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2704, s0.acc: 92.3796, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2967, s1.loss_cls: 0.1263, s1.acc: 92.6347, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1403, s2.loss_cls: 0.0581, s2.acc: 93.0619, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0653, loss: 1.4399 +2025-06-24 19:55:10,424 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 2 days, 23:15:02, time: 0.937, data_time: 0.023, memory: 15740, balance_loss: 0.0029, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2661, s0.acc: 92.4612, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2954, s1.loss_cls: 0.1226, s1.acc: 92.7919, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1425, s2.loss_cls: 0.0559, s2.acc: 93.2152, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0662, loss: 1.4399 +2025-06-24 19:55:58,037 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 2 days, 23:10:11, time: 0.952, data_time: 0.026, memory: 15740, balance_loss: 0.0027, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2638, s0.acc: 92.3398, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2839, s1.loss_cls: 0.1209, s1.acc: 92.6866, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1384, s2.loss_cls: 0.0558, s2.acc: 93.0794, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0648, loss: 1.4293 +2025-06-24 19:56:44,661 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 2 days, 23:02:38, time: 0.933, data_time: 0.024, memory: 15740, balance_loss: 0.0027, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2411, s0.acc: 92.9983, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2752, s1.loss_cls: 0.1120, s1.acc: 93.2658, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1334, s2.loss_cls: 0.0516, s2.acc: 93.6607, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0621, loss: 1.3452 +2025-06-24 19:57:45,422 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 2 days, 23:38:06, time: 1.215, data_time: 0.026, memory: 15740, balance_loss: 0.0025, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2455, s0.acc: 92.7014, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2839, s1.loss_cls: 0.1130, s1.acc: 93.0582, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1359, s2.loss_cls: 0.0518, s2.acc: 93.4238, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0623, loss: 1.3851 +2025-06-24 19:58:35,003 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 2 days, 23:38:36, time: 0.992, data_time: 0.028, memory: 15740, balance_loss: 0.0025, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2453, s0.acc: 92.6326, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2825, s1.loss_cls: 0.1127, s1.acc: 92.9870, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1355, s2.loss_cls: 0.0523, s2.acc: 93.3329, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0627, loss: 1.3904 +2025-06-24 19:59:22,160 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 2 days, 23:32:11, time: 0.943, data_time: 0.029, memory: 15740, balance_loss: 0.0023, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2349, s0.acc: 92.7854, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2818, s1.loss_cls: 0.1092, s1.acc: 93.0788, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1357, s2.loss_cls: 0.0499, s2.acc: 93.5089, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0628, loss: 1.3585 +2025-06-24 20:00:08,985 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 2 days, 23:25:11, time: 0.936, data_time: 0.024, memory: 15740, balance_loss: 0.0024, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2415, s0.acc: 92.6785, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2814, s1.loss_cls: 0.1136, s1.acc: 92.8837, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1365, s2.loss_cls: 0.0522, s2.acc: 93.2595, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0635, loss: 1.3806 +2025-06-24 20:00:55,548 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 2 days, 23:17:52, time: 0.931, data_time: 0.028, memory: 15740, balance_loss: 0.0022, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2289, s0.acc: 93.1172, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2715, s1.loss_cls: 0.1069, s1.acc: 93.3280, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1315, s2.loss_cls: 0.0495, s2.acc: 93.7041, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0611, loss: 1.3209 +2025-06-24 20:01:43,078 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 2 days, 23:13:24, time: 0.950, data_time: 0.024, memory: 15740, balance_loss: 0.0022, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2334, s0.acc: 92.8147, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2734, s1.loss_cls: 0.1086, s1.acc: 93.0980, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1329, s2.loss_cls: 0.0502, s2.acc: 93.4038, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0617, loss: 1.3426 +2025-06-24 20:02:30,885 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 2 days, 23:09:52, time: 0.956, data_time: 0.025, memory: 15740, balance_loss: 0.0021, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2406, s0.acc: 92.6499, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2765, s1.loss_cls: 0.1108, s1.acc: 92.9489, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1329, s2.loss_cls: 0.0515, s2.acc: 93.2889, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0618, loss: 1.3716 +2025-06-24 20:03:18,203 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 2 days, 23:05:18, time: 0.946, data_time: 0.024, memory: 15740, balance_loss: 0.0022, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2414, s0.acc: 92.7222, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2770, s1.loss_cls: 0.1123, s1.acc: 92.9971, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1337, s2.loss_cls: 0.0511, s2.acc: 93.3864, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0623, loss: 1.3618 +2025-06-24 20:04:06,075 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 2 days, 23:02:14, time: 0.957, data_time: 0.031, memory: 15740, balance_loss: 0.0021, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2395, s0.acc: 92.6318, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2699, s1.loss_cls: 0.1124, s1.acc: 92.8522, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1309, s2.loss_cls: 0.0516, s2.acc: 93.2238, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0608, loss: 1.3603 +2025-06-24 20:05:06,899 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 2 days, 23:29:04, time: 1.216, data_time: 0.022, memory: 15740, balance_loss: 0.0021, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2191, s0.acc: 93.1768, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2752, s1.loss_cls: 0.1014, s1.acc: 93.3822, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1331, s2.loss_cls: 0.0476, s2.acc: 93.7678, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0624, loss: 1.3012 +2025-06-24 20:05:53,794 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 2 days, 23:23:16, time: 0.938, data_time: 0.024, memory: 15740, balance_loss: 0.0021, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2199, s0.acc: 93.2178, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2697, s1.loss_cls: 0.1030, s1.acc: 93.5129, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1315, s2.loss_cls: 0.0481, s2.acc: 93.6341, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0612, loss: 1.3021 +2025-06-24 20:06:41,207 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 20:06:41,207 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 2 days, 23:18:52, time: 0.948, data_time: 0.025, memory: 15740, balance_loss: 0.0019, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2298, s0.acc: 92.9160, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2701, s1.loss_cls: 0.1045, s1.acc: 93.3212, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1301, s2.loss_cls: 0.0483, s2.acc: 93.6281, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0607, loss: 1.3192 +2025-06-24 20:07:28,886 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 2 days, 23:15:11, time: 0.953, data_time: 0.023, memory: 15740, balance_loss: 0.0021, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2297, s0.acc: 92.9495, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2727, s1.loss_cls: 0.1065, s1.acc: 93.2465, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1322, s2.loss_cls: 0.0499, s2.acc: 93.3812, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0607, loss: 1.3369 +2025-06-24 20:08:16,226 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 2 days, 23:10:54, time: 0.946, data_time: 0.022, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2168, s0.acc: 93.1877, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2626, s1.loss_cls: 0.1010, s1.acc: 93.5013, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1269, s2.loss_cls: 0.0470, s2.acc: 93.7787, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0591, loss: 1.2821 +2025-06-24 20:09:03,312 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 2 days, 23:06:21, time: 0.942, data_time: 0.027, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2122, s0.acc: 93.3699, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2667, s1.loss_cls: 0.0987, s1.acc: 93.6522, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1300, s2.loss_cls: 0.0465, s2.acc: 93.8562, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0607, loss: 1.2805 +2025-06-24 20:09:51,006 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 2 days, 23:03:09, time: 0.954, data_time: 0.024, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2280, s0.acc: 93.0334, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2634, s1.loss_cls: 0.1055, s1.acc: 93.2412, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1284, s2.loss_cls: 0.0491, s2.acc: 93.5791, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0596, loss: 1.3092 +2025-06-24 20:10:38,178 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 2 days, 22:59:02, time: 0.943, data_time: 0.025, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2152, s0.acc: 93.3455, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2638, s1.loss_cls: 0.0996, s1.acc: 93.7103, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1277, s2.loss_cls: 0.0468, s2.acc: 93.9832, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0595, loss: 1.2736 +2025-06-24 20:11:46,705 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 2 days, 23:35:32, time: 1.371, data_time: 0.025, memory: 15740, balance_loss: 0.0019, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2164, s0.acc: 93.1545, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2681, s1.loss_cls: 0.1008, s1.acc: 93.4062, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1297, s2.loss_cls: 0.0470, s2.acc: 93.6835, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0599, loss: 1.3229 +2025-06-24 20:12:33,596 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 2 days, 23:30:18, time: 0.938, data_time: 0.023, memory: 15740, balance_loss: 0.0020, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2102, s0.acc: 93.4749, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2615, s1.loss_cls: 0.0969, s1.acc: 93.7991, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1265, s2.loss_cls: 0.0452, s2.acc: 94.0863, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0587, loss: 1.2518 +2025-06-24 20:13:20,636 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 2 days, 23:25:33, time: 0.941, data_time: 0.022, memory: 15740, balance_loss: 0.0019, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2273, s0.acc: 92.9651, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2658, s1.loss_cls: 0.1058, s1.acc: 93.2838, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1285, s2.loss_cls: 0.0492, s2.acc: 93.5825, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0597, loss: 1.3103 +2025-06-24 20:14:08,112 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 2 days, 23:21:43, time: 0.949, data_time: 0.024, memory: 15740, balance_loss: 0.0018, loss_rpn_cls: 0.0507, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2143, s0.acc: 93.3198, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2626, s1.loss_cls: 0.0993, s1.acc: 93.6735, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1272, s2.loss_cls: 0.0467, s2.acc: 93.8833, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0586, loss: 1.2908 +2025-06-24 20:14:55,349 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 2 days, 23:17:36, time: 0.945, data_time: 0.019, memory: 15740, balance_loss: 0.0017, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2084, s0.acc: 93.5078, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2549, s1.loss_cls: 0.0969, s1.acc: 93.7204, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1236, s2.loss_cls: 0.0450, s2.acc: 94.0110, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0573, loss: 1.2476 +2025-06-24 20:15:42,454 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 2 days, 23:13:22, time: 0.942, data_time: 0.022, memory: 15740, balance_loss: 0.0017, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2131, s0.acc: 93.2673, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2703, s1.loss_cls: 0.0983, s1.acc: 93.5483, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1307, s2.loss_cls: 0.0462, s2.acc: 93.7409, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0610, loss: 1.2940 +2025-06-24 20:16:29,948 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 2 days, 23:09:56, time: 0.950, data_time: 0.024, memory: 15740, balance_loss: 0.0017, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2180, s0.acc: 93.1038, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2570, s1.loss_cls: 0.1019, s1.acc: 93.2933, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1247, s2.loss_cls: 0.0481, s2.acc: 93.4616, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0582, loss: 1.2852 +2025-06-24 20:17:17,895 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 2 days, 23:07:21, time: 0.959, data_time: 0.027, memory: 15740, balance_loss: 0.0017, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2161, s0.acc: 93.1641, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2643, s1.loss_cls: 0.1007, s1.acc: 93.4449, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1287, s2.loss_cls: 0.0477, s2.acc: 93.6077, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0599, loss: 1.3000 +2025-06-24 20:18:19,618 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 2 days, 23:26:59, time: 1.234, data_time: 0.023, memory: 15740, balance_loss: 0.0018, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2213, s0.acc: 92.9734, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2689, s1.loss_cls: 0.1030, s1.acc: 93.3147, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1300, s2.loss_cls: 0.0488, s2.acc: 93.4002, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0608, loss: 1.3255 +2025-06-24 20:19:09,817 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 2 days, 23:27:43, time: 1.004, data_time: 0.029, memory: 15740, balance_loss: 0.0017, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.2017, s0.acc: 93.6685, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2551, s1.loss_cls: 0.0940, s1.acc: 93.9038, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1259, s2.loss_cls: 0.0435, s2.acc: 94.2869, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0589, loss: 1.2295 +2025-06-24 20:19:57,618 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 2 days, 23:24:38, time: 0.956, data_time: 0.023, memory: 15740, balance_loss: 0.0018, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2057, s0.acc: 93.4744, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2586, s1.loss_cls: 0.0958, s1.acc: 93.7598, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1274, s2.loss_cls: 0.0448, s2.acc: 93.9746, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0594, loss: 1.2532 +2025-06-24 20:20:45,161 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 2 days, 23:21:14, time: 0.951, data_time: 0.027, memory: 15740, balance_loss: 0.0016, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2107, s0.acc: 93.2734, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2637, s1.loss_cls: 0.0983, s1.acc: 93.4871, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1280, s2.loss_cls: 0.0461, s2.acc: 93.7120, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0595, loss: 1.2832 +2025-06-24 20:21:32,513 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 2 days, 23:17:36, time: 0.947, data_time: 0.027, memory: 15740, balance_loss: 0.0016, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2075, s0.acc: 93.3320, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2625, s1.loss_cls: 0.0979, s1.acc: 93.5754, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1278, s2.loss_cls: 0.0458, s2.acc: 93.8695, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0596, loss: 1.2685 +2025-06-24 20:22:20,363 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 2 days, 23:14:51, time: 0.957, data_time: 0.022, memory: 15740, balance_loss: 0.0016, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2129, s0.acc: 93.3599, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2566, s1.loss_cls: 0.0986, s1.acc: 93.6954, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1255, s2.loss_cls: 0.0462, s2.acc: 93.9326, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0589, loss: 1.2653 +2025-06-24 20:23:08,027 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 20:23:08,028 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 2 days, 23:11:53, time: 0.953, data_time: 0.022, memory: 15740, balance_loss: 0.0017, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2123, s0.acc: 93.2034, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2620, s1.loss_cls: 0.0982, s1.acc: 93.5420, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1278, s2.loss_cls: 0.0456, s2.acc: 93.8280, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0595, loss: 1.2885 +2025-06-24 20:23:55,830 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 2 days, 23:09:11, time: 0.956, data_time: 0.027, memory: 15740, balance_loss: 0.0016, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2111, s0.acc: 93.1824, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2685, s1.loss_cls: 0.0984, s1.acc: 93.4719, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1319, s2.loss_cls: 0.0460, s2.acc: 93.7718, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0617, loss: 1.2993 +2025-06-24 20:24:43,522 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 2 days, 23:06:23, time: 0.954, data_time: 0.021, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2076, s0.acc: 93.3481, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2644, s1.loss_cls: 0.0968, s1.acc: 93.5669, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1284, s2.loss_cls: 0.0455, s2.acc: 93.7800, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0594, loss: 1.2672 +2025-06-24 20:25:54,643 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 2 days, 23:35:58, time: 1.422, data_time: 0.022, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2069, s0.acc: 93.5471, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2582, s1.loss_cls: 0.0953, s1.acc: 93.8132, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1257, s2.loss_cls: 0.0445, s2.acc: 94.0899, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0585, loss: 1.2426 +2025-06-24 20:26:42,536 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 2 days, 23:33:04, time: 0.958, data_time: 0.025, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2106, s0.acc: 93.3530, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2589, s1.loss_cls: 0.0982, s1.acc: 93.6198, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1255, s2.loss_cls: 0.0457, s2.acc: 93.8194, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0587, loss: 1.2709 +2025-06-24 20:27:30,608 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 2 days, 23:30:27, time: 0.961, data_time: 0.024, memory: 17711, balance_loss: 0.0017, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2092, s0.acc: 93.2310, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2627, s1.loss_cls: 0.0974, s1.acc: 93.5443, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1286, s2.loss_cls: 0.0465, s2.acc: 93.6582, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0600, loss: 1.2894 +2025-06-24 20:28:18,271 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 2 days, 23:27:19, time: 0.953, data_time: 0.022, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2116, s0.acc: 93.2317, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2638, s1.loss_cls: 0.0983, s1.acc: 93.5512, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1276, s2.loss_cls: 0.0464, s2.acc: 93.6318, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0594, loss: 1.2840 +2025-06-24 20:29:06,413 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 2 days, 23:24:58, time: 0.963, data_time: 0.022, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2113, s0.acc: 93.3240, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2622, s1.loss_cls: 0.0986, s1.acc: 93.5145, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1278, s2.loss_cls: 0.0461, s2.acc: 93.8206, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0597, loss: 1.2710 +2025-06-24 20:29:54,937 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 2 days, 23:23:03, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2098, s0.acc: 93.1040, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2605, s1.loss_cls: 0.0968, s1.acc: 93.4485, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1282, s2.loss_cls: 0.0463, s2.acc: 93.6345, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0602, loss: 1.2862 +2025-06-24 20:30:43,092 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 2 days, 23:20:48, time: 0.964, data_time: 0.023, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2089, s0.acc: 93.2329, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2603, s1.loss_cls: 0.0980, s1.acc: 93.5501, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1255, s2.loss_cls: 0.0456, s2.acc: 93.7163, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0581, loss: 1.2786 +2025-06-24 20:31:30,955 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 2 days, 23:18:10, time: 0.957, data_time: 0.030, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2047, s0.acc: 93.4238, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2635, s1.loss_cls: 0.0945, s1.acc: 93.7857, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1273, s2.loss_cls: 0.0443, s2.acc: 93.9922, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0594, loss: 1.2692 +2025-06-24 20:32:37,620 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 2 days, 23:38:35, time: 1.333, data_time: 0.025, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2135, s0.acc: 93.2712, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2580, s1.loss_cls: 0.0981, s1.acc: 93.5642, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1252, s2.loss_cls: 0.0462, s2.acc: 93.6915, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0584, loss: 1.2709 +2025-06-24 20:33:25,086 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 2 days, 23:35:16, time: 0.949, data_time: 0.022, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2065, s0.acc: 93.3013, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2617, s1.loss_cls: 0.0966, s1.acc: 93.5706, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1285, s2.loss_cls: 0.0455, s2.acc: 93.7682, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0606, loss: 1.2701 +2025-06-24 20:34:12,992 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 2 days, 23:32:32, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2103, s0.acc: 93.1907, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2568, s1.loss_cls: 0.0993, s1.acc: 93.3682, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1260, s2.loss_cls: 0.0461, s2.acc: 93.7348, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0583, loss: 1.2680 +2025-06-24 20:35:01,859 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 2 days, 23:30:57, time: 0.977, data_time: 0.021, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2049, s0.acc: 93.4062, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2525, s1.loss_cls: 0.0940, s1.acc: 93.6727, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1246, s2.loss_cls: 0.0450, s2.acc: 93.7457, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0580, loss: 1.2569 +2025-06-24 20:35:49,864 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 2 days, 23:28:27, time: 0.961, data_time: 0.025, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2122, s0.acc: 93.0403, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2665, s1.loss_cls: 0.0992, s1.acc: 93.2582, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1304, s2.loss_cls: 0.0465, s2.acc: 93.4518, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0601, loss: 1.3152 +2025-06-24 20:36:37,347 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 2 days, 23:25:23, time: 0.950, data_time: 0.022, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2083, s0.acc: 93.3984, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2588, s1.loss_cls: 0.0978, s1.acc: 93.6143, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1264, s2.loss_cls: 0.0459, s2.acc: 93.7191, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0587, loss: 1.2593 +2025-06-24 20:37:25,250 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 2 days, 23:22:50, time: 0.958, data_time: 0.029, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2033, s0.acc: 93.4512, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2660, s1.loss_cls: 0.0952, s1.acc: 93.6804, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1294, s2.loss_cls: 0.0456, s2.acc: 93.7746, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0603, loss: 1.2750 +2025-06-24 20:38:13,388 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 2 days, 23:20:36, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0016, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2045, s0.acc: 93.2253, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2626, s1.loss_cls: 0.0963, s1.acc: 93.4835, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1279, s2.loss_cls: 0.0460, s2.acc: 93.5271, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0590, loss: 1.2743 +2025-06-24 20:39:22,820 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 2 days, 23:41:45, time: 1.389, data_time: 0.024, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2030, s0.acc: 93.5684, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2593, s1.loss_cls: 0.0961, s1.acc: 93.6774, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1270, s2.loss_cls: 0.0449, s2.acc: 93.8650, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0591, loss: 1.2501 +2025-06-24 20:40:10,726 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 20:40:10,726 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 2 days, 23:39:02, time: 0.958, data_time: 0.020, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1967, s0.acc: 93.6042, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2568, s1.loss_cls: 0.0915, s1.acc: 93.9069, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1241, s2.loss_cls: 0.0435, s2.acc: 94.1157, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0575, loss: 1.2238 +2025-06-24 20:40:58,385 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 2 days, 23:36:04, time: 0.953, data_time: 0.026, memory: 17711, balance_loss: 0.0015, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1957, s0.acc: 93.5552, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2556, s1.loss_cls: 0.0896, s1.acc: 93.9179, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1245, s2.loss_cls: 0.0430, s2.acc: 94.0697, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0582, loss: 1.2237 +2025-06-24 20:41:46,064 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 2 days, 23:33:13, time: 0.954, data_time: 0.025, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2030, s0.acc: 93.4368, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2562, s1.loss_cls: 0.0950, s1.acc: 93.7820, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1232, s2.loss_cls: 0.0448, s2.acc: 93.8180, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0567, loss: 1.2313 +2025-06-24 20:42:34,075 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 2 days, 23:30:47, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2045, s0.acc: 93.2588, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2614, s1.loss_cls: 0.0952, s1.acc: 93.4904, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1264, s2.loss_cls: 0.0452, s2.acc: 93.7239, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0591, loss: 1.2729 +2025-06-24 20:43:21,839 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 2 days, 23:28:06, time: 0.955, data_time: 0.025, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2064, s0.acc: 93.4163, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2495, s1.loss_cls: 0.0957, s1.acc: 93.7930, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1226, s2.loss_cls: 0.0439, s2.acc: 94.1076, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0571, loss: 1.2427 +2025-06-24 20:44:09,736 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 2 days, 23:25:36, time: 0.958, data_time: 0.024, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1989, s0.acc: 93.3975, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2495, s1.loss_cls: 0.0910, s1.acc: 93.8118, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1217, s2.loss_cls: 0.0433, s2.acc: 93.9586, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0566, loss: 1.2240 +2025-06-24 20:44:58,238 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 2 days, 23:23:44, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2024, s0.acc: 93.3733, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2563, s1.loss_cls: 0.0933, s1.acc: 93.7503, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1257, s2.loss_cls: 0.0447, s2.acc: 93.7901, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0587, loss: 1.2616 +2025-06-24 20:45:46,132 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 2 days, 23:21:19, time: 0.958, data_time: 0.025, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1909, s0.acc: 93.8247, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2490, s1.loss_cls: 0.0882, s1.acc: 94.1541, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1232, s2.loss_cls: 0.0416, s2.acc: 94.2350, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0580, loss: 1.1971 +2025-06-24 20:46:56,467 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 2 days, 23:40:59, time: 1.407, data_time: 0.028, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.2010, s0.acc: 93.5413, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2647, s1.loss_cls: 0.0925, s1.acc: 93.8339, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1279, s2.loss_cls: 0.0438, s2.acc: 93.9077, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0592, loss: 1.2521 +2025-06-24 20:47:44,437 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 2 days, 23:38:27, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2040, s0.acc: 93.3572, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2552, s1.loss_cls: 0.0951, s1.acc: 93.6471, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1241, s2.loss_cls: 0.0452, s2.acc: 93.8597, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0583, loss: 1.2548 +2025-06-24 20:48:32,442 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 2 days, 23:35:59, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1990, s0.acc: 93.5996, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2511, s1.loss_cls: 0.0933, s1.acc: 93.8054, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1231, s2.loss_cls: 0.0439, s2.acc: 94.0479, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0578, loss: 1.2312 +2025-06-24 20:49:20,122 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 2 days, 23:33:15, time: 0.954, data_time: 0.025, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1852, s0.acc: 93.8672, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2531, s1.loss_cls: 0.0866, s1.acc: 94.1208, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1222, s2.loss_cls: 0.0415, s2.acc: 94.2361, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0571, loss: 1.1916 +2025-06-24 20:50:07,148 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 2 days, 23:29:56, time: 0.941, data_time: 0.020, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1976, s0.acc: 93.6418, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2542, s1.loss_cls: 0.0918, s1.acc: 93.9012, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1250, s2.loss_cls: 0.0437, s2.acc: 94.0255, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0589, loss: 1.2162 +2025-06-24 20:50:55,023 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 2 days, 23:27:28, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1961, s0.acc: 93.6101, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2602, s1.loss_cls: 0.0907, s1.acc: 93.9028, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1289, s2.loss_cls: 0.0433, s2.acc: 93.8913, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0604, loss: 1.2500 +2025-06-24 20:51:42,543 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 2 days, 23:24:42, time: 0.950, data_time: 0.021, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2000, s0.acc: 93.5212, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2559, s1.loss_cls: 0.0923, s1.acc: 93.8285, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1255, s2.loss_cls: 0.0441, s2.acc: 93.9642, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0583, loss: 1.2414 +2025-06-24 20:52:30,809 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 2 days, 23:22:41, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2029, s0.acc: 93.4011, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2576, s1.loss_cls: 0.0941, s1.acc: 93.6999, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1255, s2.loss_cls: 0.0445, s2.acc: 93.8719, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0584, loss: 1.2560 +2025-06-24 20:53:34,641 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 2 days, 23:34:39, time: 1.276, data_time: 0.025, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1960, s0.acc: 93.5596, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2560, s1.loss_cls: 0.0905, s1.acc: 93.9155, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1251, s2.loss_cls: 0.0426, s2.acc: 94.1417, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0586, loss: 1.2350 +2025-06-24 20:54:23,041 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 2 days, 23:32:39, time: 0.968, data_time: 0.033, memory: 17711, balance_loss: 0.0014, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2025, s0.acc: 93.4619, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2558, s1.loss_cls: 0.0926, s1.acc: 93.6996, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1250, s2.loss_cls: 0.0439, s2.acc: 93.8841, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0585, loss: 1.2498 +2025-06-24 20:55:10,925 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 2 days, 23:30:13, time: 0.958, data_time: 0.030, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2012, s0.acc: 93.5132, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2581, s1.loss_cls: 0.0927, s1.acc: 93.8515, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1249, s2.loss_cls: 0.0440, s2.acc: 93.9921, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0584, loss: 1.2516 +2025-06-24 20:55:59,607 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 2 days, 23:28:30, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2010, s0.acc: 93.3628, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2532, s1.loss_cls: 0.0940, s1.acc: 93.6064, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1248, s2.loss_cls: 0.0443, s2.acc: 93.7528, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0586, loss: 1.2501 +2025-06-24 20:56:47,530 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 20:56:47,531 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 2 days, 23:26:08, time: 0.958, data_time: 0.024, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1928, s0.acc: 93.7849, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2521, s1.loss_cls: 0.0886, s1.acc: 94.0418, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1228, s2.loss_cls: 0.0426, s2.acc: 94.1485, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0576, loss: 1.1987 +2025-06-24 20:57:35,966 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 2 days, 23:24:17, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1968, s0.acc: 93.5188, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2509, s1.loss_cls: 0.0910, s1.acc: 93.7678, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1225, s2.loss_cls: 0.0433, s2.acc: 93.9588, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0572, loss: 1.2293 +2025-06-24 20:58:23,242 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 2 days, 23:21:25, time: 0.945, data_time: 0.025, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1940, s0.acc: 93.7195, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2554, s1.loss_cls: 0.0917, s1.acc: 93.9192, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1259, s2.loss_cls: 0.0439, s2.acc: 93.9570, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0587, loss: 1.2084 +2025-06-24 20:59:11,315 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 2 days, 23:19:17, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1856, s0.acc: 93.8887, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2592, s1.loss_cls: 0.0851, s1.acc: 94.2163, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1267, s2.loss_cls: 0.0401, s2.acc: 94.4260, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0591, loss: 1.2190 +2025-06-24 21:00:19,445 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 2 days, 23:33:49, time: 1.363, data_time: 0.034, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1953, s0.acc: 93.6514, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2575, s1.loss_cls: 0.0893, s1.acc: 94.0575, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1269, s2.loss_cls: 0.0426, s2.acc: 94.0614, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0592, loss: 1.2415 +2025-06-24 21:01:07,832 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 2 days, 23:31:49, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2059, s0.acc: 93.2532, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2624, s1.loss_cls: 0.0943, s1.acc: 93.6583, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1268, s2.loss_cls: 0.0445, s2.acc: 93.7892, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0589, loss: 1.2779 +2025-06-24 21:01:56,114 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 2 days, 23:29:47, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1963, s0.acc: 93.5005, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2613, s1.loss_cls: 0.0902, s1.acc: 93.9123, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1273, s2.loss_cls: 0.0426, s2.acc: 94.0752, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0592, loss: 1.2455 +2025-06-24 21:02:44,106 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 2 days, 23:27:31, time: 0.960, data_time: 0.032, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1988, s0.acc: 93.3972, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2598, s1.loss_cls: 0.0920, s1.acc: 93.7217, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1268, s2.loss_cls: 0.0435, s2.acc: 93.8773, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0592, loss: 1.2521 +2025-06-24 21:03:32,277 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 2 days, 23:25:26, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1972, s0.acc: 93.5925, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2533, s1.loss_cls: 0.0918, s1.acc: 93.8256, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1235, s2.loss_cls: 0.0434, s2.acc: 94.0411, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0582, loss: 1.2197 +2025-06-24 21:04:20,654 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 2 days, 23:23:31, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1945, s0.acc: 93.7170, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2534, s1.loss_cls: 0.0897, s1.acc: 93.9763, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1246, s2.loss_cls: 0.0430, s2.acc: 94.0963, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0587, loss: 1.2207 +2025-06-24 21:05:08,826 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 2 days, 23:21:29, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1927, s0.acc: 93.6814, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2540, s1.loss_cls: 0.0886, s1.acc: 94.0139, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1244, s2.loss_cls: 0.0425, s2.acc: 94.0175, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0580, loss: 1.2244 +2025-06-24 21:05:56,887 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 2 days, 23:19:22, time: 0.961, data_time: 0.029, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1983, s0.acc: 93.5007, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2574, s1.loss_cls: 0.0928, s1.acc: 93.7303, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1250, s2.loss_cls: 0.0440, s2.acc: 93.8141, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0579, loss: 1.2458 +2025-06-24 21:06:47,721 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 2 days, 23:19:25, time: 1.017, data_time: 0.024, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1934, s0.acc: 93.5942, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2543, s1.loss_cls: 0.0895, s1.acc: 93.8700, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1249, s2.loss_cls: 0.0426, s2.acc: 94.0684, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0576, loss: 1.2149 +2025-06-24 21:07:55,946 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 2 days, 23:32:41, time: 1.365, data_time: 0.030, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2105, s0.acc: 93.1130, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2580, s1.loss_cls: 0.0963, s1.acc: 93.5225, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1255, s2.loss_cls: 0.0460, s2.acc: 93.6965, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0579, loss: 1.2740 +2025-06-24 21:08:44,308 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 2 days, 23:30:43, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2020, s0.acc: 93.3516, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2511, s1.loss_cls: 0.0937, s1.acc: 93.7115, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1236, s2.loss_cls: 0.0442, s2.acc: 93.8646, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0585, loss: 1.2408 +2025-06-24 21:09:32,513 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 2 days, 23:28:39, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2023, s0.acc: 93.3818, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2617, s1.loss_cls: 0.0942, s1.acc: 93.7431, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1293, s2.loss_cls: 0.0443, s2.acc: 93.9024, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0601, loss: 1.2686 +2025-06-24 21:10:20,736 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 2 days, 23:26:37, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0013, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2087, s0.acc: 93.2620, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2570, s1.loss_cls: 0.0968, s1.acc: 93.5019, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1242, s2.loss_cls: 0.0457, s2.acc: 93.7329, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0574, loss: 1.2736 +2025-06-24 21:11:09,113 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 2 days, 23:24:43, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1922, s0.acc: 93.6892, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2497, s1.loss_cls: 0.0898, s1.acc: 93.9071, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1215, s2.loss_cls: 0.0427, s2.acc: 94.0162, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.2077 +2025-06-24 21:11:57,883 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 2 days, 23:23:08, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2021, s0.acc: 93.3599, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2599, s1.loss_cls: 0.0930, s1.acc: 93.6726, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1281, s2.loss_cls: 0.0448, s2.acc: 93.7575, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0601, loss: 1.2704 +2025-06-24 21:12:46,045 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 2 days, 23:21:07, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1975, s0.acc: 93.5154, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2503, s1.loss_cls: 0.0908, s1.acc: 93.8791, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1226, s2.loss_cls: 0.0426, s2.acc: 94.0761, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0571, loss: 1.2222 +2025-06-24 21:13:34,104 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 21:13:34,105 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 2 days, 23:19:02, time: 0.961, data_time: 0.024, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.2000, s0.acc: 93.4878, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2513, s1.loss_cls: 0.0925, s1.acc: 93.7508, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1236, s2.loss_cls: 0.0446, s2.acc: 93.8204, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0581, loss: 1.2345 +2025-06-24 21:14:42,208 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 2 days, 23:31:13, time: 1.362, data_time: 0.027, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2059, s0.acc: 93.2617, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2524, s1.loss_cls: 0.0962, s1.acc: 93.4847, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1235, s2.loss_cls: 0.0457, s2.acc: 93.5848, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0576, loss: 1.2489 +2025-06-24 21:15:29,964 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 2 days, 23:28:51, time: 0.955, data_time: 0.026, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1871, s0.acc: 93.8948, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2455, s1.loss_cls: 0.0864, s1.acc: 94.2074, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1219, s2.loss_cls: 0.0415, s2.acc: 94.2740, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0573, loss: 1.1791 +2025-06-24 21:16:18,044 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 2 days, 23:26:45, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1840, s0.acc: 93.9438, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2554, s1.loss_cls: 0.0864, s1.acc: 94.2047, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1241, s2.loss_cls: 0.0412, s2.acc: 94.3362, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0575, loss: 1.1975 +2025-06-24 21:17:06,380 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 2 days, 23:24:50, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2000, s0.acc: 93.3723, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2615, s1.loss_cls: 0.0938, s1.acc: 93.6161, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1284, s2.loss_cls: 0.0443, s2.acc: 93.8400, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0597, loss: 1.2599 +2025-06-24 21:17:54,594 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 2 days, 23:22:51, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1883, s0.acc: 93.7090, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2493, s1.loss_cls: 0.0876, s1.acc: 94.0431, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1235, s2.loss_cls: 0.0424, s2.acc: 93.9939, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0584, loss: 1.2005 +2025-06-24 21:18:42,554 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 2 days, 23:20:43, time: 0.959, data_time: 0.027, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1978, s0.acc: 93.5791, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2576, s1.loss_cls: 0.0912, s1.acc: 93.9216, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1244, s2.loss_cls: 0.0425, s2.acc: 94.1379, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0584, loss: 1.2300 +2025-06-24 21:19:30,809 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 2 days, 23:18:48, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1989, s0.acc: 93.4590, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2531, s1.loss_cls: 0.0912, s1.acc: 93.7344, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1247, s2.loss_cls: 0.0440, s2.acc: 93.8200, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0584, loss: 1.2360 +2025-06-24 21:20:18,719 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 2 days, 23:16:40, time: 0.958, data_time: 0.024, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1884, s0.acc: 93.7844, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2550, s1.loss_cls: 0.0880, s1.acc: 94.0931, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1248, s2.loss_cls: 0.0414, s2.acc: 94.3271, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0579, loss: 1.2096 +2025-06-24 21:21:28,259 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 2 days, 23:28:57, time: 1.391, data_time: 0.026, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1835, s0.acc: 93.9241, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2458, s1.loss_cls: 0.0844, s1.acc: 94.2645, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1211, s2.loss_cls: 0.0408, s2.acc: 94.2607, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0574, loss: 1.1823 +2025-06-24 21:22:15,723 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 2 days, 23:26:28, time: 0.949, data_time: 0.023, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1940, s0.acc: 93.5957, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2524, s1.loss_cls: 0.0898, s1.acc: 94.0290, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1243, s2.loss_cls: 0.0426, s2.acc: 94.0766, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0575, loss: 1.2212 +2025-06-24 21:23:03,477 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 2 days, 23:24:10, time: 0.955, data_time: 0.021, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1855, s0.acc: 93.9016, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2586, s1.loss_cls: 0.0877, s1.acc: 94.0454, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1255, s2.loss_cls: 0.0417, s2.acc: 94.1891, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0589, loss: 1.2037 +2025-06-24 21:23:51,628 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 2 days, 23:22:11, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1947, s0.acc: 93.5559, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2525, s1.loss_cls: 0.0903, s1.acc: 93.9187, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1242, s2.loss_cls: 0.0428, s2.acc: 94.0095, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0582, loss: 1.2233 +2025-06-24 21:24:39,650 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 2 days, 23:20:07, time: 0.960, data_time: 0.029, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1888, s0.acc: 93.7405, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2534, s1.loss_cls: 0.0874, s1.acc: 94.1634, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1247, s2.loss_cls: 0.0416, s2.acc: 94.2894, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0580, loss: 1.2089 +2025-06-24 21:25:27,666 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 2 days, 23:18:04, time: 0.960, data_time: 0.019, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1965, s0.acc: 93.5308, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2532, s1.loss_cls: 0.0916, s1.acc: 93.7951, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1241, s2.loss_cls: 0.0435, s2.acc: 93.9894, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0582, loss: 1.2325 +2025-06-24 21:26:16,463 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 2 days, 23:16:32, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1990, s0.acc: 93.4519, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2494, s1.loss_cls: 0.0913, s1.acc: 93.8139, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1227, s2.loss_cls: 0.0435, s2.acc: 93.9404, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0574, loss: 1.2392 +2025-06-24 21:27:04,851 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 2 days, 23:14:45, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2080, s0.acc: 93.3401, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2532, s1.loss_cls: 0.0966, s1.acc: 93.5705, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1235, s2.loss_cls: 0.0461, s2.acc: 93.6800, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0576, loss: 1.2522 +2025-06-24 21:27:56,130 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 2 days, 23:14:47, time: 1.026, data_time: 0.027, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1958, s0.acc: 93.3831, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2545, s1.loss_cls: 0.0922, s1.acc: 93.6283, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1257, s2.loss_cls: 0.0448, s2.acc: 93.6876, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0588, loss: 1.2587 +2025-06-24 21:29:01,948 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 2 days, 23:23:51, time: 1.316, data_time: 0.023, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1952, s0.acc: 93.7627, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2557, s1.loss_cls: 0.0906, s1.acc: 94.0079, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1256, s2.loss_cls: 0.0430, s2.acc: 94.1872, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0590, loss: 1.2180 +2025-06-24 21:29:50,162 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 2 days, 23:21:54, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1911, s0.acc: 93.6536, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2538, s1.loss_cls: 0.0884, s1.acc: 93.9472, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1238, s2.loss_cls: 0.0417, s2.acc: 94.1804, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0576, loss: 1.2192 +2025-06-24 21:30:38,262 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 21:30:38,263 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 2 days, 23:19:55, time: 0.962, data_time: 0.020, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2032, s0.acc: 93.5027, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2505, s1.loss_cls: 0.0941, s1.acc: 93.7982, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1220, s2.loss_cls: 0.0442, s2.acc: 93.9442, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0567, loss: 1.2446 +2025-06-24 21:31:26,493 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 2 days, 23:18:01, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2019, s0.acc: 93.2957, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2551, s1.loss_cls: 0.0937, s1.acc: 93.5910, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1254, s2.loss_cls: 0.0447, s2.acc: 93.7223, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0586, loss: 1.2553 +2025-06-24 21:32:14,642 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 2 days, 23:16:05, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1933, s0.acc: 93.5505, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2492, s1.loss_cls: 0.0891, s1.acc: 93.9513, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1222, s2.loss_cls: 0.0426, s2.acc: 94.0891, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0568, loss: 1.2180 +2025-06-24 21:33:03,000 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 2 days, 23:14:17, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1942, s0.acc: 93.5728, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2549, s1.loss_cls: 0.0902, s1.acc: 93.8407, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1247, s2.loss_cls: 0.0434, s2.acc: 93.8384, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0580, loss: 1.2341 +2025-06-24 21:33:51,876 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 2 days, 23:12:49, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1923, s0.acc: 93.7654, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2497, s1.loss_cls: 0.0894, s1.acc: 94.0268, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1210, s2.loss_cls: 0.0421, s2.acc: 94.2579, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0563, loss: 1.2072 +2025-06-24 21:34:40,027 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 2 days, 23:10:55, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1866, s0.acc: 93.8865, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2485, s1.loss_cls: 0.0882, s1.acc: 94.0422, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1210, s2.loss_cls: 0.0417, s2.acc: 94.2264, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0565, loss: 1.1853 +2025-06-24 21:35:46,314 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 2 days, 23:19:41, time: 1.326, data_time: 0.022, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1973, s0.acc: 93.4287, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2532, s1.loss_cls: 0.0926, s1.acc: 93.6401, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1247, s2.loss_cls: 0.0445, s2.acc: 93.7313, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0586, loss: 1.2416 +2025-06-24 21:36:24,789 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-24 21:39:42,766 - mmdet - INFO - Evaluating bbox... +2025-06-24 21:40:18,129 - mmdet - INFO - Evaluating segm... +2025-06-24 21:40:54,062 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 21:40:54,062 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.4100, bbox_mAP_50: 0.5880, bbox_mAP_75: 0.4470, bbox_mAP_s: 0.2500, bbox_mAP_m: 0.4380, bbox_mAP_l: 0.5540, bbox_mAP_copypaste: 0.410 0.588 0.447 0.250 0.438 0.554, segm_mAP: 0.3540, segm_mAP_50: 0.5590, segm_mAP_75: 0.3780, segm_mAP_s: 0.2000, segm_mAP_m: 0.3820, segm_mAP_l: 0.4950, segm_mAP_copypaste: 0.354 0.559 0.378 0.200 0.382 0.495 +2025-06-24 21:43:01,099 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 2 days, 23:45:32, time: 2.540, data_time: 1.500, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1959, s0.acc: 93.4233, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2476, s1.loss_cls: 0.0904, s1.acc: 93.7777, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1213, s2.loss_cls: 0.0430, s2.acc: 93.9940, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0569, loss: 1.2229 +2025-06-24 21:43:53,663 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 2 days, 23:45:59, time: 1.052, data_time: 0.034, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1893, s0.acc: 93.6912, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2473, s1.loss_cls: 0.0872, s1.acc: 94.0447, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1221, s2.loss_cls: 0.0418, s2.acc: 94.1717, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0567, loss: 1.2125 +2025-06-24 21:44:48,778 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 2 days, 23:47:50, time: 1.102, data_time: 0.043, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1965, s0.acc: 93.4382, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2526, s1.loss_cls: 0.0911, s1.acc: 93.7733, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1239, s2.loss_cls: 0.0435, s2.acc: 93.8206, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0576, loss: 1.2503 +2025-06-24 21:45:39,555 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 2 days, 23:47:13, time: 1.016, data_time: 0.030, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1958, s0.acc: 93.4175, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2532, s1.loss_cls: 0.0915, s1.acc: 93.6875, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1235, s2.loss_cls: 0.0433, s2.acc: 93.8279, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0579, loss: 1.2413 +2025-06-24 21:46:31,022 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 2 days, 23:46:58, time: 1.029, data_time: 0.036, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1924, s0.acc: 93.6475, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2539, s1.loss_cls: 0.0894, s1.acc: 93.9355, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1240, s2.loss_cls: 0.0425, s2.acc: 93.9770, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0578, loss: 1.2268 +2025-06-24 21:47:41,936 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 2 days, 23:57:36, time: 1.418, data_time: 0.032, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1932, s0.acc: 93.5808, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2544, s1.loss_cls: 0.0902, s1.acc: 93.8273, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1242, s2.loss_cls: 0.0423, s2.acc: 94.0565, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0575, loss: 1.2278 +2025-06-24 21:48:32,708 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 2 days, 23:56:53, time: 1.015, data_time: 0.032, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1912, s0.acc: 93.6431, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2492, s1.loss_cls: 0.0885, s1.acc: 93.8992, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1225, s2.loss_cls: 0.0426, s2.acc: 93.9611, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0568, loss: 1.2158 +2025-06-24 21:49:22,310 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 2 days, 23:55:31, time: 0.992, data_time: 0.031, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1910, s0.acc: 93.7017, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2520, s1.loss_cls: 0.0898, s1.acc: 93.8914, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1236, s2.loss_cls: 0.0430, s2.acc: 94.0177, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0574, loss: 1.2103 +2025-06-24 21:50:12,207 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 2 days, 23:54:19, time: 0.998, data_time: 0.028, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2050, s0.acc: 93.2432, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2557, s1.loss_cls: 0.0965, s1.acc: 93.4191, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1254, s2.loss_cls: 0.0456, s2.acc: 93.6058, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0582, loss: 1.2637 +2025-06-24 21:51:02,222 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 2 days, 23:53:12, time: 1.000, data_time: 0.030, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1963, s0.acc: 93.5247, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2506, s1.loss_cls: 0.0922, s1.acc: 93.7953, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1228, s2.loss_cls: 0.0438, s2.acc: 93.9329, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0574, loss: 1.2218 +2025-06-24 21:51:54,698 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 2 days, 23:53:24, time: 1.050, data_time: 0.031, memory: 17711, balance_loss: 0.0011, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1872, s0.acc: 93.7319, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2480, s1.loss_cls: 0.0876, s1.acc: 94.0312, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1218, s2.loss_cls: 0.0420, s2.acc: 94.0441, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0565, loss: 1.2017 +2025-06-24 21:52:43,984 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 2 days, 23:51:52, time: 0.985, data_time: 0.037, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1929, s0.acc: 93.5549, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2491, s1.loss_cls: 0.0895, s1.acc: 93.8264, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1224, s2.loss_cls: 0.0423, s2.acc: 94.0321, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0571, loss: 1.2233 +2025-06-24 21:53:33,482 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 2 days, 23:50:28, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1886, s0.acc: 93.7112, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2535, s1.loss_cls: 0.0880, s1.acc: 93.9063, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1237, s2.loss_cls: 0.0422, s2.acc: 93.9451, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0578, loss: 1.2180 +2025-06-24 21:54:30,499 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 2 days, 23:53:05, time: 1.141, data_time: 0.032, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1868, s0.acc: 93.8335, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2473, s1.loss_cls: 0.0867, s1.acc: 94.1393, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1210, s2.loss_cls: 0.0411, s2.acc: 94.2246, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0565, loss: 1.1966 +2025-06-24 21:55:30,427 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 2 days, 23:57:10, time: 1.199, data_time: 0.032, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1928, s0.acc: 93.6863, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2513, s1.loss_cls: 0.0899, s1.acc: 93.9338, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1230, s2.loss_cls: 0.0425, s2.acc: 94.0671, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0572, loss: 1.2169 +2025-06-24 21:56:19,120 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 2 days, 23:55:19, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1923, s0.acc: 93.5608, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2472, s1.loss_cls: 0.0891, s1.acc: 93.8521, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1213, s2.loss_cls: 0.0427, s2.acc: 93.9367, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0568, loss: 1.2177 +2025-06-24 21:57:07,927 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 2 days, 23:53:31, time: 0.976, data_time: 0.035, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1828, s0.acc: 93.7959, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2463, s1.loss_cls: 0.0843, s1.acc: 94.1585, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1211, s2.loss_cls: 0.0405, s2.acc: 94.2952, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0565, loss: 1.1897 +2025-06-24 21:57:56,184 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 2 days, 23:51:27, time: 0.965, data_time: 0.033, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1788, s0.acc: 93.9810, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2485, s1.loss_cls: 0.0820, s1.acc: 94.3239, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1213, s2.loss_cls: 0.0402, s2.acc: 94.2863, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1821 +2025-06-24 21:58:44,860 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 2 days, 23:49:38, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1904, s0.acc: 93.6619, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2436, s1.loss_cls: 0.0886, s1.acc: 94.0726, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1187, s2.loss_cls: 0.0417, s2.acc: 94.2098, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1981 +2025-06-24 21:59:35,809 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 2 days, 23:48:59, time: 1.019, data_time: 0.030, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1857, s0.acc: 93.8428, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2516, s1.loss_cls: 0.0859, s1.acc: 94.0778, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1237, s2.loss_cls: 0.0413, s2.acc: 94.1873, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0576, loss: 1.1988 +2025-06-24 22:00:24,796 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 2 days, 23:47:19, time: 0.980, data_time: 0.036, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1939, s0.acc: 93.4897, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2534, s1.loss_cls: 0.0904, s1.acc: 93.7624, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1240, s2.loss_cls: 0.0424, s2.acc: 93.8993, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0579, loss: 1.2361 +2025-06-24 22:01:13,158 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 2 days, 23:45:21, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1836, s0.acc: 93.8992, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2478, s1.loss_cls: 0.0845, s1.acc: 94.2551, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1221, s2.loss_cls: 0.0400, s2.acc: 94.3398, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0575, loss: 1.1847 +2025-06-24 22:02:18,208 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 2 days, 23:51:47, time: 1.301, data_time: 0.033, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1830, s0.acc: 94.0068, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2503, s1.loss_cls: 0.0844, s1.acc: 94.2469, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1239, s2.loss_cls: 0.0400, s2.acc: 94.4732, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0581, loss: 1.1734 +2025-06-24 22:03:06,828 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 2 days, 23:49:56, time: 0.972, data_time: 0.033, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1879, s0.acc: 93.7007, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2504, s1.loss_cls: 0.0867, s1.acc: 94.0255, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1228, s2.loss_cls: 0.0414, s2.acc: 94.1298, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0574, loss: 1.2102 +2025-06-24 22:03:56,024 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 2 days, 23:48:22, time: 0.984, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1995, s0.acc: 93.4016, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2583, s1.loss_cls: 0.0927, s1.acc: 93.6336, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1268, s2.loss_cls: 0.0438, s2.acc: 93.8648, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0590, loss: 1.2689 +2025-06-24 22:04:44,501 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 2 days, 23:46:27, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1936, s0.acc: 93.6162, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2481, s1.loss_cls: 0.0893, s1.acc: 93.9696, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1218, s2.loss_cls: 0.0427, s2.acc: 94.1078, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0569, loss: 1.2169 +2025-06-24 22:05:33,016 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 2 days, 23:44:36, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1917, s0.acc: 93.6184, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2518, s1.loss_cls: 0.0882, s1.acc: 94.0189, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1226, s2.loss_cls: 0.0425, s2.acc: 94.0881, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0579, loss: 1.2162 +2025-06-24 22:06:23,994 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 2 days, 23:43:56, time: 1.020, data_time: 0.027, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1865, s0.acc: 93.8987, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2431, s1.loss_cls: 0.0868, s1.acc: 94.0894, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1196, s2.loss_cls: 0.0414, s2.acc: 94.2210, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0559, loss: 1.1783 +2025-06-24 22:07:12,439 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 2 days, 23:42:03, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1979, s0.acc: 93.3989, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2531, s1.loss_cls: 0.0916, s1.acc: 93.6948, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1231, s2.loss_cls: 0.0438, s2.acc: 93.9256, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0575, loss: 1.2435 +2025-06-24 22:08:01,205 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 2 days, 23:40:19, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1929, s0.acc: 93.4729, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2506, s1.loss_cls: 0.0887, s1.acc: 93.8124, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1228, s2.loss_cls: 0.0425, s2.acc: 93.8794, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0574, loss: 1.2352 +2025-06-24 22:09:07,169 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 2 days, 23:46:51, time: 1.319, data_time: 0.032, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1867, s0.acc: 93.7915, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2520, s1.loss_cls: 0.0864, s1.acc: 94.0875, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1222, s2.loss_cls: 0.0418, s2.acc: 94.2019, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0567, loss: 1.1975 +2025-06-24 22:09:55,538 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 2 days, 23:44:53, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1870, s0.acc: 93.7461, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2486, s1.loss_cls: 0.0867, s1.acc: 94.0025, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1216, s2.loss_cls: 0.0413, s2.acc: 94.0531, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0569, loss: 1.2007 +2025-06-24 22:10:43,632 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 2 days, 23:42:50, time: 0.962, data_time: 0.030, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1826, s0.acc: 93.8865, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2418, s1.loss_cls: 0.0844, s1.acc: 94.1862, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1192, s2.loss_cls: 0.0403, s2.acc: 94.3258, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0556, loss: 1.1700 +2025-06-24 22:11:31,474 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 2 days, 23:40:41, time: 0.957, data_time: 0.028, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1846, s0.acc: 93.9429, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2501, s1.loss_cls: 0.0851, s1.acc: 94.3231, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1233, s2.loss_cls: 0.0406, s2.acc: 94.4405, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0575, loss: 1.1881 +2025-06-24 22:12:19,569 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 2 days, 23:38:39, time: 0.962, data_time: 0.031, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1885, s0.acc: 93.7559, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2516, s1.loss_cls: 0.0861, s1.acc: 94.0180, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1227, s2.loss_cls: 0.0410, s2.acc: 94.2002, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0571, loss: 1.2077 +2025-06-24 22:13:10,376 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 2 days, 23:37:54, time: 1.016, data_time: 0.034, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1958, s0.acc: 93.4556, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2580, s1.loss_cls: 0.0911, s1.acc: 93.7712, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1252, s2.loss_cls: 0.0433, s2.acc: 93.9326, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0586, loss: 1.2336 +2025-06-24 22:13:57,698 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 2 days, 23:35:32, time: 0.947, data_time: 0.033, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1806, s0.acc: 94.1138, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2470, s1.loss_cls: 0.0838, s1.acc: 94.3623, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1207, s2.loss_cls: 0.0402, s2.acc: 94.3589, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0562, loss: 1.1580 +2025-06-24 22:14:45,812 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 2 days, 23:33:33, time: 0.962, data_time: 0.030, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1892, s0.acc: 93.6487, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2534, s1.loss_cls: 0.0865, s1.acc: 94.0944, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1242, s2.loss_cls: 0.0413, s2.acc: 94.0565, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0580, loss: 1.2144 +2025-06-24 22:15:41,253 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 2 days, 23:34:56, time: 1.109, data_time: 0.035, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1854, s0.acc: 93.8240, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2546, s1.loss_cls: 0.0845, s1.acc: 94.1670, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1241, s2.loss_cls: 0.0401, s2.acc: 94.3335, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0582, loss: 1.1909 +2025-06-24 22:16:37,992 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 2 days, 23:36:53, time: 1.135, data_time: 0.030, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1943, s0.acc: 93.5967, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2564, s1.loss_cls: 0.0901, s1.acc: 93.8271, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1267, s2.loss_cls: 0.0425, s2.acc: 94.0387, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0593, loss: 1.2373 +2025-06-24 22:17:25,742 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 2 days, 23:34:43, time: 0.955, data_time: 0.031, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1896, s0.acc: 93.7598, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2539, s1.loss_cls: 0.0883, s1.acc: 93.9533, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1249, s2.loss_cls: 0.0419, s2.acc: 94.0239, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0583, loss: 1.2100 +2025-06-24 22:18:14,129 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 2 days, 23:32:52, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1957, s0.acc: 93.6206, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2549, s1.loss_cls: 0.0902, s1.acc: 93.9430, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1252, s2.loss_cls: 0.0422, s2.acc: 94.1347, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0588, loss: 1.2272 +2025-06-24 22:19:02,728 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 2 days, 23:31:07, time: 0.971, data_time: 0.034, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1936, s0.acc: 93.4863, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2517, s1.loss_cls: 0.0900, s1.acc: 93.7830, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1226, s2.loss_cls: 0.0434, s2.acc: 93.9251, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0574, loss: 1.2325 +2025-06-24 22:19:53,174 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 2 days, 23:30:13, time: 1.010, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1744, s0.acc: 94.0796, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2471, s1.loss_cls: 0.0810, s1.acc: 94.3121, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1211, s2.loss_cls: 0.0386, s2.acc: 94.4816, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0566, loss: 1.1605 +2025-06-24 22:20:41,235 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 2 days, 23:28:15, time: 0.961, data_time: 0.031, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1921, s0.acc: 93.6970, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2472, s1.loss_cls: 0.0901, s1.acc: 93.8904, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1225, s2.loss_cls: 0.0427, s2.acc: 93.9560, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0564, loss: 1.2077 +2025-06-24 22:21:29,434 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 2 days, 23:26:21, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1944, s0.acc: 93.3428, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2566, s1.loss_cls: 0.0910, s1.acc: 93.6146, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1258, s2.loss_cls: 0.0442, s2.acc: 93.6686, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0584, loss: 1.2469 +2025-06-24 22:22:19,755 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 2 days, 23:25:24, time: 1.006, data_time: 0.027, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1951, s0.acc: 93.6028, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2528, s1.loss_cls: 0.0904, s1.acc: 93.8830, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1244, s2.loss_cls: 0.0433, s2.acc: 93.8888, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0582, loss: 1.2290 +2025-06-24 22:23:20,739 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 2 days, 23:29:05, time: 1.220, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1814, s0.acc: 93.9832, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2453, s1.loss_cls: 0.0851, s1.acc: 94.2479, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1217, s2.loss_cls: 0.0409, s2.acc: 94.2386, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0573, loss: 1.1754 +2025-06-24 22:24:08,849 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 2 days, 23:27:09, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1882, s0.acc: 93.8079, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2512, s1.loss_cls: 0.0877, s1.acc: 94.0416, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1229, s2.loss_cls: 0.0423, s2.acc: 94.0588, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0578, loss: 1.2048 +2025-06-24 22:24:56,721 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 2 days, 23:25:07, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1842, s0.acc: 93.8816, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2538, s1.loss_cls: 0.0872, s1.acc: 94.0297, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1245, s2.loss_cls: 0.0411, s2.acc: 94.2360, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0581, loss: 1.1941 +2025-06-24 22:25:45,020 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 2 days, 23:23:18, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1831, s0.acc: 93.9172, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2507, s1.loss_cls: 0.0838, s1.acc: 94.2831, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1235, s2.loss_cls: 0.0398, s2.acc: 94.4574, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0575, loss: 1.1934 +2025-06-24 22:26:33,201 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 2 days, 23:21:25, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1922, s0.acc: 93.6365, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2506, s1.loss_cls: 0.0886, s1.acc: 93.9122, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1232, s2.loss_cls: 0.0423, s2.acc: 93.9981, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0582, loss: 1.2207 +2025-06-24 22:27:24,198 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 2 days, 23:20:45, time: 1.020, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1927, s0.acc: 93.5693, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2526, s1.loss_cls: 0.0893, s1.acc: 93.9228, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1249, s2.loss_cls: 0.0423, s2.acc: 94.0072, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0582, loss: 1.2287 +2025-06-24 22:28:13,303 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 2 days, 23:19:17, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1978, s0.acc: 93.3362, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2537, s1.loss_cls: 0.0919, s1.acc: 93.5553, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1242, s2.loss_cls: 0.0445, s2.acc: 93.6209, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0575, loss: 1.2489 +2025-06-24 22:29:01,400 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 2 days, 23:17:25, time: 0.962, data_time: 0.030, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1893, s0.acc: 93.6404, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2508, s1.loss_cls: 0.0884, s1.acc: 93.9409, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1234, s2.loss_cls: 0.0423, s2.acc: 93.8909, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0580, loss: 1.2124 +2025-06-24 22:30:09,807 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 2 days, 23:24:01, time: 1.368, data_time: 0.032, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1887, s0.acc: 93.7964, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2565, s1.loss_cls: 0.0879, s1.acc: 93.9924, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1256, s2.loss_cls: 0.0418, s2.acc: 94.1590, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0584, loss: 1.2195 +2025-06-24 22:30:57,956 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 2 days, 23:22:08, time: 0.963, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1917, s0.acc: 93.5898, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2498, s1.loss_cls: 0.0883, s1.acc: 93.9170, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1230, s2.loss_cls: 0.0424, s2.acc: 94.0174, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0576, loss: 1.2145 +2025-06-24 22:31:46,296 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 2 days, 23:20:21, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1872, s0.acc: 93.7881, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2534, s1.loss_cls: 0.0861, s1.acc: 94.1258, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1243, s2.loss_cls: 0.0414, s2.acc: 94.1723, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0581, loss: 1.2129 +2025-06-24 22:32:35,006 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 2 days, 23:18:43, time: 0.974, data_time: 0.034, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1992, s0.acc: 93.4282, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2508, s1.loss_cls: 0.0913, s1.acc: 93.7558, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1228, s2.loss_cls: 0.0437, s2.acc: 93.9762, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0572, loss: 1.2348 +2025-06-24 22:33:23,598 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 2 days, 23:17:02, time: 0.972, data_time: 0.032, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1956, s0.acc: 93.5767, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2499, s1.loss_cls: 0.0901, s1.acc: 93.9403, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1223, s2.loss_cls: 0.0435, s2.acc: 93.9629, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.2209 +2025-06-24 22:34:15,143 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 2 days, 23:16:35, time: 1.031, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1952, s0.acc: 93.4741, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2524, s1.loss_cls: 0.0902, s1.acc: 93.7574, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1242, s2.loss_cls: 0.0439, s2.acc: 93.7523, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0578, loss: 1.2316 +2025-06-24 22:35:03,015 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 2 days, 23:14:37, time: 0.957, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1808, s0.acc: 93.9485, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2532, s1.loss_cls: 0.0839, s1.acc: 94.2822, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1248, s2.loss_cls: 0.0399, s2.acc: 94.3434, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0589, loss: 1.1958 +2025-06-24 22:35:51,289 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 2 days, 23:12:51, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1842, s0.acc: 93.8154, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2481, s1.loss_cls: 0.0847, s1.acc: 94.1438, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1209, s2.loss_cls: 0.0405, s2.acc: 94.2317, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.1860 +2025-06-24 22:36:56,762 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 2 days, 23:17:58, time: 1.309, data_time: 0.033, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1867, s0.acc: 93.9673, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2494, s1.loss_cls: 0.0864, s1.acc: 94.2726, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1230, s2.loss_cls: 0.0416, s2.acc: 94.2132, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0577, loss: 1.1859 +2025-06-24 22:37:47,637 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 2 days, 23:17:13, time: 1.018, data_time: 0.033, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1813, s0.acc: 93.8665, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2472, s1.loss_cls: 0.0840, s1.acc: 94.1680, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1211, s2.loss_cls: 0.0402, s2.acc: 94.1674, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0569, loss: 1.1845 +2025-06-24 22:38:35,350 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 2 days, 23:15:12, time: 0.954, data_time: 0.030, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1829, s0.acc: 93.8811, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2467, s1.loss_cls: 0.0858, s1.acc: 94.0907, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1206, s2.loss_cls: 0.0407, s2.acc: 94.2782, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0561, loss: 1.1837 +2025-06-24 22:39:23,252 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 2 days, 23:13:16, time: 0.958, data_time: 0.028, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1936, s0.acc: 93.6787, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2504, s1.loss_cls: 0.0903, s1.acc: 93.7945, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1225, s2.loss_cls: 0.0431, s2.acc: 93.8684, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0574, loss: 1.2132 +2025-06-24 22:40:11,691 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 2 days, 23:11:34, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1880, s0.acc: 93.7964, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2527, s1.loss_cls: 0.0870, s1.acc: 94.0824, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1230, s2.loss_cls: 0.0417, s2.acc: 94.1534, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0576, loss: 1.2021 +2025-06-24 22:41:03,865 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 2 days, 23:11:20, time: 1.044, data_time: 0.026, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1774, s0.acc: 94.1672, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2425, s1.loss_cls: 0.0829, s1.acc: 94.4236, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1203, s2.loss_cls: 0.0396, s2.acc: 94.5321, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0565, loss: 1.1448 +2025-06-24 22:41:52,625 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 2 days, 23:09:45, time: 0.975, data_time: 0.040, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1889, s0.acc: 93.5664, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2562, s1.loss_cls: 0.0887, s1.acc: 93.7423, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1249, s2.loss_cls: 0.0425, s2.acc: 93.9553, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0584, loss: 1.2365 +2025-06-24 22:42:41,256 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 2 days, 23:08:08, time: 0.972, data_time: 0.034, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1959, s0.acc: 93.4651, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2542, s1.loss_cls: 0.0908, s1.acc: 93.8281, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1251, s2.loss_cls: 0.0432, s2.acc: 93.8943, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0579, loss: 1.2390 +2025-06-24 22:43:31,165 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 2 days, 23:07:02, time: 0.999, data_time: 0.029, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1796, s0.acc: 94.0452, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2436, s1.loss_cls: 0.0834, s1.acc: 94.2527, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1188, s2.loss_cls: 0.0400, s2.acc: 94.2139, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0553, loss: 1.1646 +2025-06-24 22:44:36,747 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 2 days, 23:11:56, time: 1.312, data_time: 0.035, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1880, s0.acc: 93.7205, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2466, s1.loss_cls: 0.0865, s1.acc: 94.0298, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1207, s2.loss_cls: 0.0416, s2.acc: 94.0691, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0565, loss: 1.1926 +2025-06-24 22:45:24,880 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 2 days, 23:10:07, time: 0.963, data_time: 0.036, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1918, s0.acc: 93.6912, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2439, s1.loss_cls: 0.0885, s1.acc: 94.0175, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1211, s2.loss_cls: 0.0420, s2.acc: 94.1446, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0568, loss: 1.1993 +2025-06-24 22:46:13,484 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 2 days, 23:08:29, time: 0.972, data_time: 0.036, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1870, s0.acc: 93.7812, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2458, s1.loss_cls: 0.0865, s1.acc: 94.0771, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1205, s2.loss_cls: 0.0418, s2.acc: 94.1659, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0569, loss: 1.1944 +2025-06-24 22:47:01,774 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 2 days, 23:06:45, time: 0.966, data_time: 0.037, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1959, s0.acc: 93.3740, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2521, s1.loss_cls: 0.0905, s1.acc: 93.7134, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1239, s2.loss_cls: 0.0437, s2.acc: 93.8099, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0582, loss: 1.2393 +2025-06-24 22:47:50,016 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 2 days, 23:05:00, time: 0.965, data_time: 0.036, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1896, s0.acc: 93.7637, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2435, s1.loss_cls: 0.0884, s1.acc: 94.0916, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1198, s2.loss_cls: 0.0417, s2.acc: 94.2891, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.2028 +2025-06-24 22:48:41,079 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 2 days, 23:04:18, time: 1.021, data_time: 0.035, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1904, s0.acc: 93.6633, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2498, s1.loss_cls: 0.0877, s1.acc: 94.0523, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1234, s2.loss_cls: 0.0423, s2.acc: 94.1741, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0573, loss: 1.2169 +2025-06-24 22:49:29,555 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 2 days, 23:02:40, time: 0.970, data_time: 0.043, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1903, s0.acc: 93.5708, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2527, s1.loss_cls: 0.0880, s1.acc: 93.9101, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1249, s2.loss_cls: 0.0423, s2.acc: 93.9750, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0586, loss: 1.2379 +2025-06-24 22:50:17,540 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 2 days, 23:00:51, time: 0.960, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1863, s0.acc: 93.7988, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2422, s1.loss_cls: 0.0867, s1.acc: 94.1120, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1196, s2.loss_cls: 0.0413, s2.acc: 94.1491, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.1876 +2025-06-24 22:51:23,727 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 2 days, 23:05:45, time: 1.324, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1836, s0.acc: 93.9048, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2470, s1.loss_cls: 0.0856, s1.acc: 94.2107, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1217, s2.loss_cls: 0.0413, s2.acc: 94.2547, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0567, loss: 1.1863 +2025-06-24 22:52:11,632 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 2 days, 23:03:53, time: 0.958, data_time: 0.033, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1814, s0.acc: 93.7595, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2459, s1.loss_cls: 0.0835, s1.acc: 94.0598, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1200, s2.loss_cls: 0.0408, s2.acc: 94.0033, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0560, loss: 1.1859 +2025-06-24 22:52:59,063 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 2 days, 23:01:52, time: 0.949, data_time: 0.030, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1862, s0.acc: 93.9607, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2447, s1.loss_cls: 0.0870, s1.acc: 94.1520, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1206, s2.loss_cls: 0.0422, s2.acc: 94.2520, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0565, loss: 1.1766 +2025-06-24 22:53:47,473 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 2 days, 23:00:12, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1966, s0.acc: 93.4895, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2508, s1.loss_cls: 0.0918, s1.acc: 93.8150, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1230, s2.loss_cls: 0.0440, s2.acc: 93.8641, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0575, loss: 1.2362 +2025-06-24 22:54:34,856 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 2 days, 22:58:10, time: 0.948, data_time: 0.028, memory: 17711, balance_loss: 0.0010, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1819, s0.acc: 94.0798, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2448, s1.loss_cls: 0.0821, s1.acc: 94.5278, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1203, s2.loss_cls: 0.0394, s2.acc: 94.5697, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0559, loss: 1.1656 +2025-06-24 22:55:26,207 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 2 days, 22:57:35, time: 1.027, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1956, s0.acc: 93.5693, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2505, s1.loss_cls: 0.0897, s1.acc: 93.8877, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1230, s2.loss_cls: 0.0430, s2.acc: 93.8599, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0576, loss: 1.2355 +2025-06-24 22:56:14,701 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 2 days, 22:55:58, time: 0.970, data_time: 0.035, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1894, s0.acc: 93.5486, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2448, s1.loss_cls: 0.0872, s1.acc: 93.9174, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1217, s2.loss_cls: 0.0418, s2.acc: 94.0945, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0572, loss: 1.2090 +2025-06-24 22:57:03,318 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 2 days, 22:54:23, time: 0.972, data_time: 0.037, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1854, s0.acc: 93.8035, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2481, s1.loss_cls: 0.0861, s1.acc: 94.0745, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1225, s2.loss_cls: 0.0415, s2.acc: 94.1183, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0572, loss: 1.2024 +2025-06-24 22:58:06,158 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 2 days, 22:57:54, time: 1.257, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1894, s0.acc: 93.5645, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2487, s1.loss_cls: 0.0882, s1.acc: 93.9238, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1227, s2.loss_cls: 0.0422, s2.acc: 93.8968, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0577, loss: 1.2208 +2025-06-24 22:58:58,129 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 2 days, 22:57:32, time: 1.040, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1807, s0.acc: 94.0383, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2447, s1.loss_cls: 0.0844, s1.acc: 94.3506, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1194, s2.loss_cls: 0.0407, s2.acc: 94.3082, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1737 +2025-06-24 22:59:46,893 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 2 days, 22:56:01, time: 0.975, data_time: 0.032, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2028, s0.acc: 93.2185, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2518, s1.loss_cls: 0.0941, s1.acc: 93.4878, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1238, s2.loss_cls: 0.0444, s2.acc: 93.6163, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0575, loss: 1.2623 +2025-06-24 23:00:34,526 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 2 days, 22:54:06, time: 0.953, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1962, s0.acc: 93.4661, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2501, s1.loss_cls: 0.0912, s1.acc: 93.7332, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1224, s2.loss_cls: 0.0434, s2.acc: 93.8496, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0571, loss: 1.2299 +2025-06-24 23:01:23,317 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 2 days, 22:52:36, time: 0.976, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1934, s0.acc: 93.5256, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2539, s1.loss_cls: 0.0900, s1.acc: 93.8528, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1238, s2.loss_cls: 0.0431, s2.acc: 93.8872, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0577, loss: 1.2366 +2025-06-24 23:02:13,543 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 2 days, 22:51:37, time: 1.005, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1849, s0.acc: 93.8865, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2529, s1.loss_cls: 0.0859, s1.acc: 94.2159, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1265, s2.loss_cls: 0.0415, s2.acc: 94.0961, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0595, loss: 1.2078 +2025-06-24 23:03:00,975 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 2 days, 22:49:39, time: 0.949, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1889, s0.acc: 93.8738, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2428, s1.loss_cls: 0.0878, s1.acc: 94.1491, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1188, s2.loss_cls: 0.0420, s2.acc: 94.2258, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0552, loss: 1.1824 +2025-06-24 23:03:48,953 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 2 days, 22:47:53, time: 0.959, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1832, s0.acc: 93.8369, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2423, s1.loss_cls: 0.0857, s1.acc: 94.1136, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1193, s2.loss_cls: 0.0409, s2.acc: 94.1844, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0556, loss: 1.1764 +2025-06-24 23:04:39,981 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 2 days, 22:47:11, time: 1.021, data_time: 0.034, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1798, s0.acc: 94.0820, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2387, s1.loss_cls: 0.0833, s1.acc: 94.3100, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1172, s2.loss_cls: 0.0399, s2.acc: 94.3680, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1547 +2025-06-24 23:05:43,717 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 2 days, 22:50:50, time: 1.275, data_time: 0.032, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1906, s0.acc: 93.5542, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2443, s1.loss_cls: 0.0893, s1.acc: 93.6612, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1199, s2.loss_cls: 0.0430, s2.acc: 93.7795, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0560, loss: 1.2141 +2025-06-24 23:06:31,848 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 2 days, 22:49:08, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1812, s0.acc: 93.8279, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2451, s1.loss_cls: 0.0849, s1.acc: 94.0765, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1202, s2.loss_cls: 0.0413, s2.acc: 94.0710, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0568, loss: 1.1913 +2025-06-24 23:07:20,193 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 2 days, 22:47:30, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1933, s0.acc: 93.4050, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2465, s1.loss_cls: 0.0903, s1.acc: 93.7072, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1211, s2.loss_cls: 0.0430, s2.acc: 93.8067, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0559, loss: 1.2246 +2025-06-24 23:08:08,428 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 2 days, 22:45:50, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1893, s0.acc: 93.7527, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2477, s1.loss_cls: 0.0876, s1.acc: 94.0837, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1230, s2.loss_cls: 0.0425, s2.acc: 94.0988, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0578, loss: 1.2127 +2025-06-24 23:08:56,708 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 2 days, 22:44:11, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1898, s0.acc: 93.7065, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2449, s1.loss_cls: 0.0871, s1.acc: 94.0932, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1206, s2.loss_cls: 0.0423, s2.acc: 94.0729, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0566, loss: 1.1986 +2025-06-24 23:09:47,409 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 2 days, 22:43:22, time: 1.014, data_time: 0.032, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1978, s0.acc: 93.3604, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2591, s1.loss_cls: 0.0926, s1.acc: 93.6042, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1261, s2.loss_cls: 0.0443, s2.acc: 93.7559, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0588, loss: 1.2517 +2025-06-24 23:10:35,779 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 2 days, 22:41:46, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1945, s0.acc: 93.3928, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2489, s1.loss_cls: 0.0895, s1.acc: 93.6872, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1218, s2.loss_cls: 0.0431, s2.acc: 93.7522, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0574, loss: 1.2298 +2025-06-24 23:11:24,510 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 2 days, 22:40:17, time: 0.975, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1997, s0.acc: 93.3794, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2450, s1.loss_cls: 0.0938, s1.acc: 93.6268, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1199, s2.loss_cls: 0.0456, s2.acc: 93.5320, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0564, loss: 1.2421 +2025-06-24 23:12:30,844 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 2 days, 22:44:39, time: 1.327, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1917, s0.acc: 93.5317, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2427, s1.loss_cls: 0.0884, s1.acc: 93.7689, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1196, s2.loss_cls: 0.0431, s2.acc: 93.8663, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0562, loss: 1.2159 +2025-06-24 23:13:19,065 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 2 days, 22:43:00, time: 0.964, data_time: 0.031, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1923, s0.acc: 93.5723, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2482, s1.loss_cls: 0.0896, s1.acc: 93.8620, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1224, s2.loss_cls: 0.0432, s2.acc: 93.8625, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0572, loss: 1.2237 +2025-06-24 23:14:07,016 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 2 days, 22:41:15, time: 0.959, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1861, s0.acc: 93.8586, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2452, s1.loss_cls: 0.0861, s1.acc: 94.1432, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1199, s2.loss_cls: 0.0404, s2.acc: 94.3232, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0561, loss: 1.1800 +2025-06-24 23:14:54,476 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 2 days, 22:39:22, time: 0.949, data_time: 0.030, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1904, s0.acc: 93.6738, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2514, s1.loss_cls: 0.0884, s1.acc: 93.9546, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1232, s2.loss_cls: 0.0417, s2.acc: 94.0579, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0568, loss: 1.2134 +2025-06-24 23:15:43,013 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 2 days, 22:37:50, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1931, s0.acc: 93.5071, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2469, s1.loss_cls: 0.0886, s1.acc: 93.8345, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1218, s2.loss_cls: 0.0429, s2.acc: 93.8953, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0569, loss: 1.2237 +2025-06-24 23:16:34,046 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 2 days, 22:37:07, time: 1.021, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1914, s0.acc: 93.6204, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2415, s1.loss_cls: 0.0893, s1.acc: 93.8686, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1180, s2.loss_cls: 0.0426, s2.acc: 93.9511, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.2058 +2025-06-24 23:17:21,967 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 2 days, 22:35:23, time: 0.959, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1921, s0.acc: 93.6355, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2471, s1.loss_cls: 0.0891, s1.acc: 93.9318, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1207, s2.loss_cls: 0.0432, s2.acc: 93.9846, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0566, loss: 1.2140 +2025-06-24 23:18:10,183 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 2 days, 22:33:46, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1803, s0.acc: 94.0205, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2473, s1.loss_cls: 0.0829, s1.acc: 94.2639, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1212, s2.loss_cls: 0.0398, s2.acc: 94.3995, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0570, loss: 1.1791 +2025-06-24 23:19:13,395 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 2 days, 22:36:57, time: 1.264, data_time: 0.033, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1936, s0.acc: 93.5393, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2478, s1.loss_cls: 0.0909, s1.acc: 93.7019, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1227, s2.loss_cls: 0.0435, s2.acc: 93.8242, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0569, loss: 1.2234 +2025-06-24 23:20:03,904 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 2 days, 22:36:03, time: 1.010, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1908, s0.acc: 93.6013, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2495, s1.loss_cls: 0.0878, s1.acc: 93.9404, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1216, s2.loss_cls: 0.0428, s2.acc: 93.9555, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0568, loss: 1.2120 +2025-06-24 23:20:51,761 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 2 days, 22:34:19, time: 0.958, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1948, s0.acc: 93.5164, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2496, s1.loss_cls: 0.0901, s1.acc: 93.8517, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1220, s2.loss_cls: 0.0430, s2.acc: 93.8706, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0569, loss: 1.2229 +2025-06-24 23:21:39,925 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 2 days, 22:32:41, time: 0.963, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1847, s0.acc: 93.8381, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2431, s1.loss_cls: 0.0865, s1.acc: 94.0921, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1205, s2.loss_cls: 0.0413, s2.acc: 94.1929, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0563, loss: 1.1722 +2025-06-24 23:22:27,847 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 2 days, 22:30:59, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1941, s0.acc: 93.6245, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2456, s1.loss_cls: 0.0899, s1.acc: 93.9461, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1214, s2.loss_cls: 0.0428, s2.acc: 94.0796, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0569, loss: 1.2108 +2025-06-24 23:23:19,368 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 2 days, 22:30:25, time: 1.031, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1852, s0.acc: 93.7354, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2487, s1.loss_cls: 0.0862, s1.acc: 93.9863, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1231, s2.loss_cls: 0.0414, s2.acc: 93.9919, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0577, loss: 1.1959 +2025-06-24 23:24:07,636 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 2 days, 22:28:50, time: 0.965, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1933, s0.acc: 93.4602, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2540, s1.loss_cls: 0.0910, s1.acc: 93.6735, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1240, s2.loss_cls: 0.0436, s2.acc: 93.7234, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0578, loss: 1.2237 +2025-06-24 23:24:55,169 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 2 days, 22:27:01, time: 0.951, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1793, s0.acc: 94.0706, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2472, s1.loss_cls: 0.0824, s1.acc: 94.3359, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1221, s2.loss_cls: 0.0397, s2.acc: 94.3600, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0573, loss: 1.1682 +2025-06-24 23:25:48,338 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 2 days, 22:26:58, time: 1.063, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1810, s0.acc: 93.9167, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2467, s1.loss_cls: 0.0840, s1.acc: 94.1218, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1211, s2.loss_cls: 0.0406, s2.acc: 94.1317, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0574, loss: 1.1786 +2025-06-24 23:26:46,420 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 2 days, 22:28:25, time: 1.161, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1893, s0.acc: 93.5723, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2523, s1.loss_cls: 0.0876, s1.acc: 93.8836, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1238, s2.loss_cls: 0.0419, s2.acc: 94.0119, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0580, loss: 1.2280 +2025-06-24 23:27:34,780 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 2 days, 22:26:52, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1934, s0.acc: 93.4568, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2493, s1.loss_cls: 0.0893, s1.acc: 93.8136, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1224, s2.loss_cls: 0.0434, s2.acc: 93.8424, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0573, loss: 1.2317 +2025-06-24 23:28:22,711 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 2 days, 22:25:11, time: 0.959, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1938, s0.acc: 93.5833, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2519, s1.loss_cls: 0.0903, s1.acc: 93.8748, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1237, s2.loss_cls: 0.0436, s2.acc: 93.8246, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0581, loss: 1.2318 +2025-06-24 23:29:10,708 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 2 days, 22:23:32, time: 0.960, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1838, s0.acc: 93.8804, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2452, s1.loss_cls: 0.0851, s1.acc: 94.1870, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1191, s2.loss_cls: 0.0414, s2.acc: 94.2348, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0557, loss: 1.1799 +2025-06-24 23:29:58,325 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 2 days, 22:21:46, time: 0.952, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1937, s0.acc: 93.6228, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2448, s1.loss_cls: 0.0897, s1.acc: 93.8969, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1221, s2.loss_cls: 0.0435, s2.acc: 93.9562, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.2062 +2025-06-24 23:30:49,196 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 2 days, 22:21:00, time: 1.017, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1980, s0.acc: 93.3557, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2534, s1.loss_cls: 0.0912, s1.acc: 93.7091, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1236, s2.loss_cls: 0.0434, s2.acc: 93.8520, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0573, loss: 1.2465 +2025-06-24 23:31:36,409 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 2 days, 22:19:07, time: 0.944, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1779, s0.acc: 94.0500, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2390, s1.loss_cls: 0.0842, s1.acc: 94.2312, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1181, s2.loss_cls: 0.0398, s2.acc: 94.4287, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0553, loss: 1.1447 +2025-06-24 23:32:24,171 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 2 days, 22:17:26, time: 0.956, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1888, s0.acc: 93.6157, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2526, s1.loss_cls: 0.0879, s1.acc: 93.9315, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1237, s2.loss_cls: 0.0421, s2.acc: 94.0276, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0579, loss: 1.2192 +2025-06-24 23:33:31,929 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 2 days, 22:21:44, time: 1.355, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1853, s0.acc: 93.8257, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2513, s1.loss_cls: 0.0861, s1.acc: 94.0064, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1238, s2.loss_cls: 0.0412, s2.acc: 94.0895, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0582, loss: 1.1956 +2025-06-24 23:34:19,838 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 2 days, 22:20:04, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1887, s0.acc: 93.7405, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2441, s1.loss_cls: 0.0882, s1.acc: 93.9663, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1198, s2.loss_cls: 0.0427, s2.acc: 93.8780, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0557, loss: 1.1916 +2025-06-24 23:35:08,019 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 2 days, 22:18:29, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1921, s0.acc: 93.6060, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2472, s1.loss_cls: 0.0889, s1.acc: 93.9008, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1212, s2.loss_cls: 0.0427, s2.acc: 94.0078, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0565, loss: 1.2218 +2025-06-24 23:35:56,407 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 2 days, 22:16:58, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1972, s0.acc: 93.5400, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2500, s1.loss_cls: 0.0919, s1.acc: 93.8296, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1220, s2.loss_cls: 0.0439, s2.acc: 93.8054, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.2330 +2025-06-24 23:36:44,172 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 2 days, 22:15:17, time: 0.956, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1876, s0.acc: 93.6509, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2550, s1.loss_cls: 0.0873, s1.acc: 93.9210, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1238, s2.loss_cls: 0.0418, s2.acc: 93.9368, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0573, loss: 1.2046 +2025-06-24 23:37:34,413 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 2 days, 22:14:20, time: 1.005, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1855, s0.acc: 93.7878, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2517, s1.loss_cls: 0.0855, s1.acc: 94.0921, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1242, s2.loss_cls: 0.0411, s2.acc: 94.1391, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0577, loss: 1.1945 +2025-06-24 23:38:22,559 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 2 days, 22:12:45, time: 0.963, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1792, s0.acc: 94.0554, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2512, s1.loss_cls: 0.0832, s1.acc: 94.3732, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1216, s2.loss_cls: 0.0395, s2.acc: 94.3456, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0567, loss: 1.1771 +2025-06-24 23:39:10,947 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 2 days, 22:11:16, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1895, s0.acc: 93.6536, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2469, s1.loss_cls: 0.0872, s1.acc: 93.9544, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1215, s2.loss_cls: 0.0413, s2.acc: 94.1269, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0571, loss: 1.2046 +2025-06-24 23:40:17,581 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 2 days, 22:15:05, time: 1.333, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1837, s0.acc: 93.9275, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2397, s1.loss_cls: 0.0848, s1.acc: 94.2144, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1185, s2.loss_cls: 0.0406, s2.acc: 94.2150, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0552, loss: 1.1686 +2025-06-24 23:41:05,987 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 2 days, 22:13:35, time: 0.968, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1895, s0.acc: 93.7510, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2498, s1.loss_cls: 0.0873, s1.acc: 94.0034, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1224, s2.loss_cls: 0.0418, s2.acc: 94.1442, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0575, loss: 1.2190 +2025-06-24 23:41:54,047 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 2 days, 22:12:00, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1853, s0.acc: 93.7488, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2535, s1.loss_cls: 0.0878, s1.acc: 93.9703, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1254, s2.loss_cls: 0.0424, s2.acc: 93.9618, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0584, loss: 1.2118 +2025-06-24 23:42:42,248 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 2 days, 22:10:27, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1944, s0.acc: 93.5872, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2526, s1.loss_cls: 0.0903, s1.acc: 93.7784, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1236, s2.loss_cls: 0.0428, s2.acc: 93.9566, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0577, loss: 1.2322 +2025-06-24 23:43:29,689 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 2 days, 22:08:41, time: 0.949, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1857, s0.acc: 93.8010, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2474, s1.loss_cls: 0.0870, s1.acc: 93.9703, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1210, s2.loss_cls: 0.0418, s2.acc: 94.0817, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0566, loss: 1.1846 +2025-06-24 23:44:19,778 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 2 days, 22:07:41, time: 1.002, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1859, s0.acc: 93.8484, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2474, s1.loss_cls: 0.0884, s1.acc: 93.9235, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1217, s2.loss_cls: 0.0422, s2.acc: 94.0109, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.1898 +2025-06-24 23:45:07,696 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 2 days, 22:06:04, time: 0.958, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1872, s0.acc: 93.7471, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2441, s1.loss_cls: 0.0866, s1.acc: 94.1123, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1196, s2.loss_cls: 0.0417, s2.acc: 94.0948, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0560, loss: 1.1885 +2025-06-24 23:45:55,572 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 2 days, 22:04:27, time: 0.958, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1879, s0.acc: 93.7852, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2449, s1.loss_cls: 0.0877, s1.acc: 94.0878, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1201, s2.loss_cls: 0.0423, s2.acc: 94.1918, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0565, loss: 1.2006 +2025-06-24 23:46:36,543 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-06-24 23:49:48,702 - mmdet - INFO - Evaluating bbox... +2025-06-24 23:50:22,665 - mmdet - INFO - Evaluating segm... +2025-06-24 23:50:55,243 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-24 23:50:55,243 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.4340, bbox_mAP_50: 0.6180, bbox_mAP_75: 0.4720, bbox_mAP_s: 0.2700, bbox_mAP_m: 0.4640, bbox_mAP_l: 0.5860, bbox_mAP_copypaste: 0.434 0.618 0.472 0.270 0.464 0.586, segm_mAP: 0.3770, segm_mAP_50: 0.5910, segm_mAP_75: 0.4060, segm_mAP_s: 0.2170, segm_mAP_m: 0.4080, segm_mAP_l: 0.5260, segm_mAP_copypaste: 0.377 0.591 0.406 0.217 0.408 0.526 +2025-06-24 23:53:06,376 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 2 days, 22:17:15, time: 2.622, data_time: 1.571, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1733, s0.acc: 94.0898, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2459, s1.loss_cls: 0.0809, s1.acc: 94.3807, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1213, s2.loss_cls: 0.0389, s2.acc: 94.3989, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0571, loss: 1.1618 +2025-06-24 23:53:57,740 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 2 days, 22:16:34, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1833, s0.acc: 93.8608, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2423, s1.loss_cls: 0.0863, s1.acc: 94.1192, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1200, s2.loss_cls: 0.0407, s2.acc: 94.2815, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1823 +2025-06-24 23:54:48,904 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 2 days, 22:15:50, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1768, s0.acc: 93.9397, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2372, s1.loss_cls: 0.0831, s1.acc: 94.1811, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1174, s2.loss_cls: 0.0399, s2.acc: 94.2192, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0549, loss: 1.1499 +2025-06-24 23:55:40,311 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 2 days, 22:15:10, time: 1.028, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1873, s0.acc: 93.6628, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2423, s1.loss_cls: 0.0864, s1.acc: 93.9437, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1185, s2.loss_cls: 0.0410, s2.acc: 94.0229, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0555, loss: 1.1928 +2025-06-24 23:56:31,206 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 2 days, 22:14:21, time: 1.018, data_time: 0.038, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2003, s0.acc: 93.3250, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2550, s1.loss_cls: 0.0936, s1.acc: 93.5890, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1263, s2.loss_cls: 0.0450, s2.acc: 93.6612, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0592, loss: 1.2574 +2025-06-24 23:57:21,793 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 2 days, 22:13:27, time: 1.011, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1773, s0.acc: 94.0161, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2485, s1.loss_cls: 0.0815, s1.acc: 94.2912, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1215, s2.loss_cls: 0.0387, s2.acc: 94.3684, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0572, loss: 1.1623 +2025-06-24 23:58:12,519 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 2 days, 22:12:35, time: 1.015, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1840, s0.acc: 93.7891, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2507, s1.loss_cls: 0.0841, s1.acc: 94.0707, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1239, s2.loss_cls: 0.0403, s2.acc: 94.1763, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0580, loss: 1.2100 +2025-06-24 23:59:18,366 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 2 days, 22:15:53, time: 1.317, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1773, s0.acc: 94.0178, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2480, s1.loss_cls: 0.0817, s1.acc: 94.3602, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1231, s2.loss_cls: 0.0397, s2.acc: 94.3745, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0579, loss: 1.1796 +2025-06-25 00:00:11,280 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 2 days, 22:15:37, time: 1.058, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1822, s0.acc: 93.7368, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2510, s1.loss_cls: 0.0852, s1.acc: 93.9827, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1232, s2.loss_cls: 0.0413, s2.acc: 94.0775, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0578, loss: 1.2080 +2025-06-25 00:01:00,655 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 2 days, 22:14:22, time: 0.988, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1794, s0.acc: 93.9456, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2412, s1.loss_cls: 0.0824, s1.acc: 94.2748, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1189, s2.loss_cls: 0.0398, s2.acc: 94.3635, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0557, loss: 1.1681 +2025-06-25 00:01:49,624 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 2 days, 22:13:00, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1759, s0.acc: 94.0691, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2421, s1.loss_cls: 0.0817, s1.acc: 94.3611, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1200, s2.loss_cls: 0.0393, s2.acc: 94.4411, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0561, loss: 1.1490 +2025-06-25 00:02:38,892 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 2 days, 22:11:44, time: 0.986, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1793, s0.acc: 93.9883, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2399, s1.loss_cls: 0.0831, s1.acc: 94.2280, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1190, s2.loss_cls: 0.0399, s2.acc: 94.3381, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0563, loss: 1.1586 +2025-06-25 00:03:28,483 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 2 days, 22:10:34, time: 0.992, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1859, s0.acc: 93.7114, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2520, s1.loss_cls: 0.0871, s1.acc: 93.9450, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1247, s2.loss_cls: 0.0419, s2.acc: 93.9993, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0581, loss: 1.2192 +2025-06-25 00:04:17,582 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 2 days, 22:09:14, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1758, s0.acc: 93.9868, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2395, s1.loss_cls: 0.0809, s1.acc: 94.2995, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1180, s2.loss_cls: 0.0390, s2.acc: 94.2880, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0555, loss: 1.1544 +2025-06-25 00:05:07,500 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 2 days, 22:08:09, time: 0.999, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1827, s0.acc: 93.8564, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2496, s1.loss_cls: 0.0850, s1.acc: 94.1066, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1231, s2.loss_cls: 0.0406, s2.acc: 94.1480, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0573, loss: 1.2022 +2025-06-25 00:06:14,381 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 2 days, 22:11:37, time: 1.338, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1790, s0.acc: 94.0117, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2461, s1.loss_cls: 0.0822, s1.acc: 94.3330, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1200, s2.loss_cls: 0.0395, s2.acc: 94.3259, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0557, loss: 1.1638 +2025-06-25 00:07:05,667 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 2 days, 22:10:53, time: 1.026, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1811, s0.acc: 93.6943, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2482, s1.loss_cls: 0.0840, s1.acc: 94.0180, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1220, s2.loss_cls: 0.0402, s2.acc: 94.0997, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0571, loss: 1.1916 +2025-06-25 00:07:54,435 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 2 days, 22:09:29, time: 0.975, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1813, s0.acc: 93.9343, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2464, s1.loss_cls: 0.0833, s1.acc: 94.2835, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1203, s2.loss_cls: 0.0395, s2.acc: 94.3691, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1797 +2025-06-25 00:08:42,542 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 2 days, 22:07:54, time: 0.962, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1783, s0.acc: 93.9922, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2495, s1.loss_cls: 0.0827, s1.acc: 94.2689, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1227, s2.loss_cls: 0.0397, s2.acc: 94.4031, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0572, loss: 1.1691 +2025-06-25 00:09:31,084 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 2 days, 22:06:27, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1782, s0.acc: 93.8447, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2424, s1.loss_cls: 0.0820, s1.acc: 94.2513, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1200, s2.loss_cls: 0.0398, s2.acc: 94.3085, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0560, loss: 1.1775 +2025-06-25 00:10:19,270 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 2 days, 22:04:54, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1862, s0.acc: 93.7737, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2426, s1.loss_cls: 0.0871, s1.acc: 94.0391, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1190, s2.loss_cls: 0.0416, s2.acc: 94.1659, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0560, loss: 1.1846 +2025-06-25 00:11:08,051 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 2 days, 22:03:31, time: 0.976, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1792, s0.acc: 93.8596, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2375, s1.loss_cls: 0.0844, s1.acc: 94.0638, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1168, s2.loss_cls: 0.0407, s2.acc: 94.1296, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1577 +2025-06-25 00:11:56,801 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 2 days, 22:02:07, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1816, s0.acc: 93.7136, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2441, s1.loss_cls: 0.0846, s1.acc: 93.9863, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1203, s2.loss_cls: 0.0410, s2.acc: 94.0373, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0565, loss: 1.1882 +2025-06-25 00:12:53,780 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 2 days, 22:02:53, time: 1.140, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1865, s0.acc: 93.6460, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2495, s1.loss_cls: 0.0859, s1.acc: 93.9978, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1215, s2.loss_cls: 0.0415, s2.acc: 94.0142, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0568, loss: 1.2194 +2025-06-25 00:13:49,233 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 2 days, 22:03:14, time: 1.109, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1817, s0.acc: 93.8745, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2508, s1.loss_cls: 0.0858, s1.acc: 93.9735, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1229, s2.loss_cls: 0.0408, s2.acc: 94.0343, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0573, loss: 1.1898 +2025-06-25 00:14:40,155 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 2 days, 22:02:24, time: 1.018, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1812, s0.acc: 93.9536, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2460, s1.loss_cls: 0.0841, s1.acc: 94.2362, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1212, s2.loss_cls: 0.0402, s2.acc: 94.3460, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0563, loss: 1.1747 +2025-06-25 00:15:27,797 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 2 days, 22:00:44, time: 0.953, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1852, s0.acc: 93.8767, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2436, s1.loss_cls: 0.0855, s1.acc: 94.1469, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1185, s2.loss_cls: 0.0408, s2.acc: 94.2327, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0555, loss: 1.1841 +2025-06-25 00:16:15,664 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 2 days, 21:59:07, time: 0.957, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1796, s0.acc: 93.9968, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2481, s1.loss_cls: 0.0832, s1.acc: 94.2607, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1219, s2.loss_cls: 0.0398, s2.acc: 94.3263, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0572, loss: 1.1860 +2025-06-25 00:17:03,668 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 2 days, 21:57:33, time: 0.960, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1876, s0.acc: 93.7017, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2478, s1.loss_cls: 0.0868, s1.acc: 94.0042, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1228, s2.loss_cls: 0.0417, s2.acc: 94.1262, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0572, loss: 1.2110 +2025-06-25 00:17:52,189 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 2 days, 21:56:07, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1863, s0.acc: 93.8159, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2454, s1.loss_cls: 0.0859, s1.acc: 94.0984, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1211, s2.loss_cls: 0.0410, s2.acc: 94.2430, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1882 +2025-06-25 00:18:39,945 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 2 days, 21:54:29, time: 0.955, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1814, s0.acc: 93.9192, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2431, s1.loss_cls: 0.0828, s1.acc: 94.2718, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1196, s2.loss_cls: 0.0400, s2.acc: 94.3234, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0555, loss: 1.1695 +2025-06-25 00:19:28,049 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 2 days, 21:52:57, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1903, s0.acc: 93.6096, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2488, s1.loss_cls: 0.0879, s1.acc: 93.9038, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1235, s2.loss_cls: 0.0423, s2.acc: 94.0144, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0583, loss: 1.2275 +2025-06-25 00:20:29,030 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 2 days, 21:54:41, time: 1.220, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1833, s0.acc: 93.7842, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2433, s1.loss_cls: 0.0853, s1.acc: 94.0878, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1193, s2.loss_cls: 0.0407, s2.acc: 94.2313, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1780 +2025-06-25 00:21:19,643 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 2 days, 21:53:47, time: 1.012, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1881, s0.acc: 93.6528, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2393, s1.loss_cls: 0.0874, s1.acc: 93.9213, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1175, s2.loss_cls: 0.0420, s2.acc: 94.0144, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1885 +2025-06-25 00:22:07,223 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 2 days, 21:52:06, time: 0.951, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1850, s0.acc: 93.8335, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2496, s1.loss_cls: 0.0847, s1.acc: 94.1854, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1215, s2.loss_cls: 0.0407, s2.acc: 94.3022, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0566, loss: 1.1896 +2025-06-25 00:22:55,352 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 2 days, 21:50:35, time: 0.963, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1890, s0.acc: 93.6597, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2462, s1.loss_cls: 0.0879, s1.acc: 93.9453, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1213, s2.loss_cls: 0.0420, s2.acc: 94.1626, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0569, loss: 1.2019 +2025-06-25 00:23:43,150 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 2 days, 21:48:59, time: 0.956, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1858, s0.acc: 93.6643, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2536, s1.loss_cls: 0.0863, s1.acc: 93.9472, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1248, s2.loss_cls: 0.0419, s2.acc: 94.0338, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0583, loss: 1.2192 +2025-06-25 00:24:30,794 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 2 days, 21:47:21, time: 0.952, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1831, s0.acc: 93.7710, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2450, s1.loss_cls: 0.0850, s1.acc: 94.0233, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1197, s2.loss_cls: 0.0411, s2.acc: 94.0464, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0560, loss: 1.1793 +2025-06-25 00:25:18,603 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 2 days, 21:45:46, time: 0.956, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1835, s0.acc: 93.8381, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2425, s1.loss_cls: 0.0858, s1.acc: 94.1405, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1196, s2.loss_cls: 0.0411, s2.acc: 94.2706, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0558, loss: 1.1712 +2025-06-25 00:26:06,332 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 2 days, 21:44:10, time: 0.955, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1817, s0.acc: 93.8928, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2438, s1.loss_cls: 0.0830, s1.acc: 94.2565, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1202, s2.loss_cls: 0.0401, s2.acc: 94.3155, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0568, loss: 1.1753 +2025-06-25 00:27:09,732 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 2 days, 21:46:26, time: 1.268, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1880, s0.acc: 93.7549, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2515, s1.loss_cls: 0.0858, s1.acc: 94.0557, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1227, s2.loss_cls: 0.0409, s2.acc: 94.2428, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0572, loss: 1.2117 +2025-06-25 00:28:00,406 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 2 days, 21:45:33, time: 1.013, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1831, s0.acc: 93.7087, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2435, s1.loss_cls: 0.0850, s1.acc: 94.0325, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1211, s2.loss_cls: 0.0414, s2.acc: 94.0983, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0571, loss: 1.1923 +2025-06-25 00:28:48,144 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 2 days, 21:43:57, time: 0.955, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1760, s0.acc: 94.0859, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2519, s1.loss_cls: 0.0829, s1.acc: 94.2879, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1250, s2.loss_cls: 0.0404, s2.acc: 94.2059, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0576, loss: 1.1831 +2025-06-25 00:29:35,565 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 2 days, 21:42:17, time: 0.948, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1862, s0.acc: 93.6812, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2509, s1.loss_cls: 0.0867, s1.acc: 93.8941, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1226, s2.loss_cls: 0.0423, s2.acc: 93.9765, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0571, loss: 1.2023 +2025-06-25 00:30:23,814 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 2 days, 21:40:49, time: 0.965, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1871, s0.acc: 93.6453, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2448, s1.loss_cls: 0.0880, s1.acc: 93.9401, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1213, s2.loss_cls: 0.0422, s2.acc: 93.9648, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0564, loss: 1.2019 +2025-06-25 00:31:12,216 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 2 days, 21:39:23, time: 0.968, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1901, s0.acc: 93.6562, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2435, s1.loss_cls: 0.0877, s1.acc: 93.9654, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1206, s2.loss_cls: 0.0414, s2.acc: 94.1352, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0563, loss: 1.2046 +2025-06-25 00:32:00,974 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 2 days, 21:38:03, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1997, s0.acc: 93.3787, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2475, s1.loss_cls: 0.0925, s1.acc: 93.7426, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1219, s2.loss_cls: 0.0439, s2.acc: 93.8362, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0566, loss: 1.2458 +2025-06-25 00:32:49,095 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 2 days, 21:36:34, time: 0.962, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1850, s0.acc: 93.7781, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2393, s1.loss_cls: 0.0854, s1.acc: 94.0494, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1176, s2.loss_cls: 0.0403, s2.acc: 94.3278, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1765 +2025-06-25 00:33:44,306 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 2 days, 21:36:47, time: 1.104, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1908, s0.acc: 93.6606, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2505, s1.loss_cls: 0.0880, s1.acc: 94.0293, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1227, s2.loss_cls: 0.0415, s2.acc: 94.2129, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0575, loss: 1.2195 +2025-06-25 00:34:39,632 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 2 days, 21:37:02, time: 1.107, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1789, s0.acc: 93.9036, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2421, s1.loss_cls: 0.0830, s1.acc: 94.1749, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1212, s2.loss_cls: 0.0404, s2.acc: 94.1823, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0567, loss: 1.1722 +2025-06-25 00:35:32,376 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 2 days, 21:36:39, time: 1.055, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1780, s0.acc: 93.9478, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2514, s1.loss_cls: 0.0829, s1.acc: 94.1459, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1234, s2.loss_cls: 0.0396, s2.acc: 94.1569, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0567, loss: 1.1728 +2025-06-25 00:36:20,705 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 2 days, 21:35:13, time: 0.967, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1916, s0.acc: 93.6277, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2540, s1.loss_cls: 0.0884, s1.acc: 93.9075, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1247, s2.loss_cls: 0.0428, s2.acc: 93.9309, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0581, loss: 1.2262 +2025-06-25 00:37:08,654 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 2 days, 21:33:42, time: 0.959, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1853, s0.acc: 93.8191, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2456, s1.loss_cls: 0.0876, s1.acc: 94.0165, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1214, s2.loss_cls: 0.0420, s2.acc: 94.0400, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0565, loss: 1.1875 +2025-06-25 00:37:56,900 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 2 days, 21:32:15, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1858, s0.acc: 93.6597, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2478, s1.loss_cls: 0.0867, s1.acc: 93.9129, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1215, s2.loss_cls: 0.0413, s2.acc: 93.9148, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0570, loss: 1.1934 +2025-06-25 00:38:44,413 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 2 days, 21:30:38, time: 0.950, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1861, s0.acc: 93.7124, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2506, s1.loss_cls: 0.0877, s1.acc: 93.9114, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1234, s2.loss_cls: 0.0418, s2.acc: 94.0107, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0580, loss: 1.2092 +2025-06-25 00:39:32,284 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 2 days, 21:29:06, time: 0.957, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1832, s0.acc: 93.8999, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2437, s1.loss_cls: 0.0854, s1.acc: 94.1236, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1203, s2.loss_cls: 0.0410, s2.acc: 94.2252, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0560, loss: 1.1716 +2025-06-25 00:40:23,008 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 2 days, 21:27:38, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1819, s0.acc: 93.8259, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2476, s1.loss_cls: 0.0847, s1.acc: 94.0640, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1220, s2.loss_cls: 0.0411, s2.acc: 94.0597, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.1954 +2025-06-25 00:41:27,678 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 2 days, 21:30:40, time: 1.346, data_time: 0.084, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1833, s0.acc: 93.7349, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2450, s1.loss_cls: 0.0853, s1.acc: 93.9867, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1219, s2.loss_cls: 0.0409, s2.acc: 94.0439, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.1978 +2025-06-25 00:42:18,949 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 2 days, 21:29:56, time: 1.025, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1838, s0.acc: 93.7036, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2507, s1.loss_cls: 0.0858, s1.acc: 93.9616, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1251, s2.loss_cls: 0.0414, s2.acc: 94.0483, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0585, loss: 1.2060 +2025-06-25 00:43:07,386 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 2 days, 21:28:32, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1911, s0.acc: 93.5200, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2496, s1.loss_cls: 0.0894, s1.acc: 93.7506, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1230, s2.loss_cls: 0.0428, s2.acc: 93.8523, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0575, loss: 1.2259 +2025-06-25 00:43:55,275 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 2 days, 21:27:00, time: 0.957, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1819, s0.acc: 93.8137, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2482, s1.loss_cls: 0.0841, s1.acc: 94.0667, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1225, s2.loss_cls: 0.0403, s2.acc: 94.1517, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0575, loss: 1.1968 +2025-06-25 00:44:43,289 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 2 days, 21:25:32, time: 0.961, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1776, s0.acc: 94.0940, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2396, s1.loss_cls: 0.0827, s1.acc: 94.3979, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1190, s2.loss_cls: 0.0407, s2.acc: 94.1521, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1561 +2025-06-25 00:45:32,093 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 2 days, 21:24:13, time: 0.976, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1832, s0.acc: 93.7766, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2439, s1.loss_cls: 0.0840, s1.acc: 94.1091, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1220, s2.loss_cls: 0.0407, s2.acc: 94.1906, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0573, loss: 1.1993 +2025-06-25 00:46:19,792 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 2 days, 21:22:40, time: 0.954, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1876, s0.acc: 93.5820, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2525, s1.loss_cls: 0.0875, s1.acc: 93.8542, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1246, s2.loss_cls: 0.0423, s2.acc: 93.9288, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0585, loss: 1.2243 +2025-06-25 00:47:08,237 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 2 days, 21:21:18, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1835, s0.acc: 93.8630, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2468, s1.loss_cls: 0.0844, s1.acc: 94.1788, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1217, s2.loss_cls: 0.0408, s2.acc: 94.2587, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0566, loss: 1.1892 +2025-06-25 00:48:11,149 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 2 days, 21:23:13, time: 1.258, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1786, s0.acc: 94.0452, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2437, s1.loss_cls: 0.0826, s1.acc: 94.3416, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1197, s2.loss_cls: 0.0402, s2.acc: 94.3831, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0564, loss: 1.1556 +2025-06-25 00:49:03,158 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 2 days, 21:22:40, time: 1.041, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1790, s0.acc: 93.8210, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2532, s1.loss_cls: 0.0829, s1.acc: 94.0351, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1241, s2.loss_cls: 0.0403, s2.acc: 94.0716, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0579, loss: 1.2089 +2025-06-25 00:49:50,792 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 2 days, 21:21:06, time: 0.953, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1748, s0.acc: 94.2056, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2387, s1.loss_cls: 0.0803, s1.acc: 94.5561, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1186, s2.loss_cls: 0.0391, s2.acc: 94.4856, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0556, loss: 1.1416 +2025-06-25 00:50:38,488 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 2 days, 21:19:33, time: 0.954, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1772, s0.acc: 94.0432, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2414, s1.loss_cls: 0.0822, s1.acc: 94.2703, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1195, s2.loss_cls: 0.0399, s2.acc: 94.2831, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1577 +2025-06-25 00:51:26,282 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 2 days, 21:18:02, time: 0.956, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1854, s0.acc: 93.8171, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2482, s1.loss_cls: 0.0847, s1.acc: 94.1899, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1214, s2.loss_cls: 0.0410, s2.acc: 94.1836, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0568, loss: 1.2049 +2025-06-25 00:52:14,210 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 2 days, 21:16:33, time: 0.959, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1860, s0.acc: 93.7070, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2435, s1.loss_cls: 0.0866, s1.acc: 93.9874, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1205, s2.loss_cls: 0.0413, s2.acc: 94.0718, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0565, loss: 1.1932 +2025-06-25 00:53:03,018 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 2 days, 21:15:16, time: 0.976, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1843, s0.acc: 93.7339, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2456, s1.loss_cls: 0.0859, s1.acc: 93.9989, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1193, s2.loss_cls: 0.0414, s2.acc: 94.0094, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0557, loss: 1.1973 +2025-06-25 00:53:50,708 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 2 days, 21:13:44, time: 0.954, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1803, s0.acc: 93.9644, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2422, s1.loss_cls: 0.0839, s1.acc: 94.2204, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1189, s2.loss_cls: 0.0400, s2.acc: 94.4031, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1640 +2025-06-25 00:54:54,090 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 2 days, 21:15:42, time: 1.268, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1863, s0.acc: 93.8071, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2413, s1.loss_cls: 0.0841, s1.acc: 94.2327, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1195, s2.loss_cls: 0.0402, s2.acc: 94.3265, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0560, loss: 1.1742 +2025-06-25 00:55:44,514 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 2 days, 21:14:47, time: 1.008, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1823, s0.acc: 93.7773, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2421, s1.loss_cls: 0.0858, s1.acc: 94.0158, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1192, s2.loss_cls: 0.0413, s2.acc: 94.0618, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1921 +2025-06-25 00:56:34,957 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 2 days, 21:13:52, time: 1.009, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1833, s0.acc: 93.8308, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2413, s1.loss_cls: 0.0850, s1.acc: 94.1335, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1185, s2.loss_cls: 0.0408, s2.acc: 94.2630, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0560, loss: 1.1752 +2025-06-25 00:57:23,130 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 2 days, 21:12:26, time: 0.963, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1845, s0.acc: 93.7114, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2458, s1.loss_cls: 0.0860, s1.acc: 94.0527, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1206, s2.loss_cls: 0.0418, s2.acc: 94.0938, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0566, loss: 1.1941 +2025-06-25 00:58:10,956 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 2 days, 21:10:57, time: 0.957, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1909, s0.acc: 93.5317, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2559, s1.loss_cls: 0.0893, s1.acc: 93.7781, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1253, s2.loss_cls: 0.0433, s2.acc: 93.7462, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0587, loss: 1.2370 +2025-06-25 00:58:58,675 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 2 days, 21:09:26, time: 0.954, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1741, s0.acc: 94.1174, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2419, s1.loss_cls: 0.0802, s1.acc: 94.3668, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1192, s2.loss_cls: 0.0388, s2.acc: 94.4792, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0555, loss: 1.1435 +2025-06-25 00:59:47,030 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 2 days, 21:08:04, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1896, s0.acc: 93.5554, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2484, s1.loss_cls: 0.0886, s1.acc: 93.8031, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1219, s2.loss_cls: 0.0427, s2.acc: 93.9096, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0568, loss: 1.2190 +2025-06-25 01:00:35,469 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 2 days, 21:06:43, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1805, s0.acc: 94.0684, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2392, s1.loss_cls: 0.0842, s1.acc: 94.2473, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1178, s2.loss_cls: 0.0400, s2.acc: 94.3861, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0549, loss: 1.1549 +2025-06-25 01:01:26,105 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 2 days, 21:05:50, time: 1.013, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1872, s0.acc: 93.7439, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2495, s1.loss_cls: 0.0873, s1.acc: 93.9746, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1210, s2.loss_cls: 0.0414, s2.acc: 94.0845, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0566, loss: 1.2177 +2025-06-25 01:02:29,420 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 2 days, 21:07:43, time: 1.266, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1851, s0.acc: 93.7798, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2481, s1.loss_cls: 0.0847, s1.acc: 94.0847, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1209, s2.loss_cls: 0.0407, s2.acc: 94.2063, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0562, loss: 1.2001 +2025-06-25 01:03:20,301 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 2 days, 21:06:54, time: 1.018, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1805, s0.acc: 93.8723, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2465, s1.loss_cls: 0.0841, s1.acc: 94.0894, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1211, s2.loss_cls: 0.0406, s2.acc: 94.2129, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0567, loss: 1.1758 +2025-06-25 01:04:08,781 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 2 days, 21:05:34, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1843, s0.acc: 93.6667, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2481, s1.loss_cls: 0.0863, s1.acc: 93.8575, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1220, s2.loss_cls: 0.0413, s2.acc: 93.9533, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0565, loss: 1.2108 +2025-06-25 01:04:56,899 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 2 days, 21:04:09, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1767, s0.acc: 94.0247, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2419, s1.loss_cls: 0.0821, s1.acc: 94.2953, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1197, s2.loss_cls: 0.0401, s2.acc: 94.1718, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0561, loss: 1.1632 +2025-06-25 01:05:44,439 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 2 days, 21:02:36, time: 0.951, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1783, s0.acc: 94.0215, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2398, s1.loss_cls: 0.0836, s1.acc: 94.2482, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1180, s2.loss_cls: 0.0402, s2.acc: 94.2917, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0558, loss: 1.1544 +2025-06-25 01:06:32,480 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 2 days, 21:01:11, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1801, s0.acc: 93.9233, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2402, s1.loss_cls: 0.0848, s1.acc: 94.1289, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1183, s2.loss_cls: 0.0411, s2.acc: 94.2342, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0560, loss: 1.1639 +2025-06-25 01:07:20,607 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 2 days, 20:59:46, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1712, s0.acc: 94.0549, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2459, s1.loss_cls: 0.0806, s1.acc: 94.3236, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1215, s2.loss_cls: 0.0391, s2.acc: 94.2405, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0576, loss: 1.1635 +2025-06-25 01:08:08,223 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 2 days, 20:58:15, time: 0.952, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1714, s0.acc: 94.1931, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2427, s1.loss_cls: 0.0802, s1.acc: 94.4469, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1205, s2.loss_cls: 0.0385, s2.acc: 94.5195, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0570, loss: 1.1417 +2025-06-25 01:09:13,558 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 2 days, 21:00:31, time: 1.307, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1806, s0.acc: 93.8650, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2409, s1.loss_cls: 0.0840, s1.acc: 94.1070, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1191, s2.loss_cls: 0.0402, s2.acc: 94.2305, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1745 +2025-06-25 01:10:04,560 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 2 days, 20:59:43, time: 1.020, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1779, s0.acc: 93.9038, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2504, s1.loss_cls: 0.0833, s1.acc: 94.1378, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1230, s2.loss_cls: 0.0400, s2.acc: 94.2251, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0572, loss: 1.1844 +2025-06-25 01:10:52,367 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 2 days, 20:58:15, time: 0.956, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1899, s0.acc: 93.5630, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2469, s1.loss_cls: 0.0894, s1.acc: 93.8100, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1224, s2.loss_cls: 0.0422, s2.acc: 93.9267, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0573, loss: 1.2135 +2025-06-25 01:11:40,680 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 2 days, 20:56:53, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1884, s0.acc: 93.6184, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2461, s1.loss_cls: 0.0870, s1.acc: 93.9918, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1218, s2.loss_cls: 0.0422, s2.acc: 94.0207, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0572, loss: 1.2025 +2025-06-25 01:12:29,283 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 2 days, 20:55:35, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1817, s0.acc: 93.8354, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2426, s1.loss_cls: 0.0837, s1.acc: 94.1450, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1189, s2.loss_cls: 0.0406, s2.acc: 94.1697, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1875 +2025-06-25 01:13:17,050 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 2 days, 20:54:07, time: 0.955, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1796, s0.acc: 93.9561, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2444, s1.loss_cls: 0.0824, s1.acc: 94.2773, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1202, s2.loss_cls: 0.0397, s2.acc: 94.2600, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0566, loss: 1.1696 +2025-06-25 01:14:05,053 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 2 days, 20:52:42, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1710, s0.acc: 94.1819, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2425, s1.loss_cls: 0.0794, s1.acc: 94.4600, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1188, s2.loss_cls: 0.0388, s2.acc: 94.4410, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0554, loss: 1.1408 +2025-06-25 01:14:53,213 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 2 days, 20:51:19, time: 0.963, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1828, s0.acc: 93.8547, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2443, s1.loss_cls: 0.0834, s1.acc: 94.2868, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1203, s2.loss_cls: 0.0403, s2.acc: 94.3019, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0562, loss: 1.1813 +2025-06-25 01:15:55,446 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 2 days, 20:52:51, time: 1.244, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1841, s0.acc: 93.8115, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2519, s1.loss_cls: 0.0853, s1.acc: 94.0510, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1238, s2.loss_cls: 0.0410, s2.acc: 94.1991, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0579, loss: 1.2070 +2025-06-25 01:16:48,406 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 2 days, 20:52:28, time: 1.059, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1777, s0.acc: 94.0867, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2440, s1.loss_cls: 0.0818, s1.acc: 94.3599, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1200, s2.loss_cls: 0.0396, s2.acc: 94.3584, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0561, loss: 1.1649 +2025-06-25 01:17:35,891 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 2 days, 20:50:57, time: 0.950, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1840, s0.acc: 93.8313, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2437, s1.loss_cls: 0.0855, s1.acc: 94.0863, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1199, s2.loss_cls: 0.0408, s2.acc: 94.2161, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0562, loss: 1.1800 +2025-06-25 01:18:23,428 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 2 days, 20:49:26, time: 0.951, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1939, s0.acc: 93.5999, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2477, s1.loss_cls: 0.0906, s1.acc: 93.8129, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1210, s2.loss_cls: 0.0431, s2.acc: 93.9471, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0567, loss: 1.2134 +2025-06-25 01:19:11,810 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 2 days, 20:48:07, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1866, s0.acc: 93.7815, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2487, s1.loss_cls: 0.0867, s1.acc: 94.0710, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1223, s2.loss_cls: 0.0412, s2.acc: 94.2584, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0577, loss: 1.2027 +2025-06-25 01:19:59,493 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 2 days, 20:46:38, time: 0.954, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1812, s0.acc: 93.9683, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2474, s1.loss_cls: 0.0848, s1.acc: 94.2038, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1223, s2.loss_cls: 0.0411, s2.acc: 94.2021, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0572, loss: 1.1735 +2025-06-25 01:20:46,985 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 2 days, 20:45:08, time: 0.950, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1796, s0.acc: 93.9858, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2460, s1.loss_cls: 0.0831, s1.acc: 94.2693, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1214, s2.loss_cls: 0.0399, s2.acc: 94.3434, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0563, loss: 1.1740 +2025-06-25 01:21:35,081 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 2 days, 20:43:45, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1856, s0.acc: 93.8364, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2412, s1.loss_cls: 0.0860, s1.acc: 94.1646, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1184, s2.loss_cls: 0.0411, s2.acc: 94.2566, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0552, loss: 1.1772 +2025-06-25 01:22:26,756 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 2 days, 20:43:06, time: 1.033, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1900, s0.acc: 93.6677, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2517, s1.loss_cls: 0.0880, s1.acc: 93.9218, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1241, s2.loss_cls: 0.0420, s2.acc: 93.9769, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0581, loss: 1.2253 +2025-06-25 01:23:29,173 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 2 days, 20:44:37, time: 1.248, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1775, s0.acc: 94.1111, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2409, s1.loss_cls: 0.0819, s1.acc: 94.3905, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1184, s2.loss_cls: 0.0398, s2.acc: 94.3567, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0553, loss: 1.1621 +2025-06-25 01:24:18,971 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 2 days, 20:43:35, time: 0.996, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1711, s0.acc: 94.2463, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2374, s1.loss_cls: 0.0801, s1.acc: 94.4450, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1176, s2.loss_cls: 0.0386, s2.acc: 94.4207, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0548, loss: 1.1268 +2025-06-25 01:25:06,479 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 2 days, 20:42:05, time: 0.951, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1810, s0.acc: 94.0903, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2419, s1.loss_cls: 0.0840, s1.acc: 94.2704, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1195, s2.loss_cls: 0.0404, s2.acc: 94.2584, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0563, loss: 1.1612 +2025-06-25 01:25:54,981 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 2 days, 20:40:47, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1828, s0.acc: 93.8452, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2468, s1.loss_cls: 0.0844, s1.acc: 94.2587, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1218, s2.loss_cls: 0.0409, s2.acc: 94.1977, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0573, loss: 1.2017 +2025-06-25 01:26:43,082 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 2 days, 20:39:25, time: 0.962, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1888, s0.acc: 93.7275, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2429, s1.loss_cls: 0.0873, s1.acc: 93.9793, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1200, s2.loss_cls: 0.0416, s2.acc: 94.0703, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0561, loss: 1.1930 +2025-06-25 01:27:30,971 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 2 days, 20:38:00, time: 0.958, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1909, s0.acc: 93.6785, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2424, s1.loss_cls: 0.0882, s1.acc: 93.9172, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1191, s2.loss_cls: 0.0424, s2.acc: 93.9432, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.2034 +2025-06-25 01:28:18,748 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 2 days, 20:36:34, time: 0.955, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1782, s0.acc: 93.9492, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2394, s1.loss_cls: 0.0833, s1.acc: 94.1906, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1184, s2.loss_cls: 0.0402, s2.acc: 94.2166, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0557, loss: 1.1599 +2025-06-25 01:29:06,700 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 2 days, 20:35:10, time: 0.959, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1845, s0.acc: 93.7976, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2420, s1.loss_cls: 0.0855, s1.acc: 94.0145, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1191, s2.loss_cls: 0.0415, s2.acc: 93.9988, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0558, loss: 1.1812 +2025-06-25 01:30:10,110 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 2 days, 20:36:51, time: 1.269, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2017, s0.acc: 93.3232, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2455, s1.loss_cls: 0.0931, s1.acc: 93.6817, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1212, s2.loss_cls: 0.0451, s2.acc: 93.6885, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0571, loss: 1.2488 +2025-06-25 01:31:01,516 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 2 days, 20:36:08, time: 1.028, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1860, s0.acc: 93.7371, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2427, s1.loss_cls: 0.0857, s1.acc: 94.0431, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.0516, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0566, loss: 1.1979 +2025-06-25 01:31:49,704 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 2 days, 20:34:47, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1880, s0.acc: 93.6616, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2448, s1.loss_cls: 0.0876, s1.acc: 93.9168, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1214, s2.loss_cls: 0.0417, s2.acc: 94.0756, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0571, loss: 1.2055 +2025-06-25 01:32:37,598 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 2 days, 20:33:23, time: 0.958, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1730, s0.acc: 94.1145, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2387, s1.loss_cls: 0.0801, s1.acc: 94.4378, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1186, s2.loss_cls: 0.0392, s2.acc: 94.3852, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0557, loss: 1.1479 +2025-06-25 01:33:25,217 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 2 days, 20:31:56, time: 0.952, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1765, s0.acc: 94.1079, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2412, s1.loss_cls: 0.0825, s1.acc: 94.3908, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1185, s2.loss_cls: 0.0403, s2.acc: 94.4026, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0554, loss: 1.1547 +2025-06-25 01:34:12,979 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 2 days, 20:30:30, time: 0.955, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1828, s0.acc: 93.7576, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2480, s1.loss_cls: 0.0849, s1.acc: 94.0822, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1224, s2.loss_cls: 0.0406, s2.acc: 94.2259, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0576, loss: 1.1897 +2025-06-25 01:35:01,364 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 2 days, 20:29:12, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1847, s0.acc: 93.6892, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2408, s1.loss_cls: 0.0859, s1.acc: 93.9976, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1177, s2.loss_cls: 0.0416, s2.acc: 94.0742, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1857 +2025-06-25 01:35:49,313 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 2 days, 20:27:49, time: 0.959, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1804, s0.acc: 93.9294, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2416, s1.loss_cls: 0.0833, s1.acc: 94.2210, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1179, s2.loss_cls: 0.0402, s2.acc: 94.1972, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1693 +2025-06-25 01:36:52,999 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 2 days, 20:29:30, time: 1.274, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1905, s0.acc: 93.6279, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2450, s1.loss_cls: 0.0877, s1.acc: 93.9900, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1211, s2.loss_cls: 0.0420, s2.acc: 94.0929, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0569, loss: 1.2140 +2025-06-25 01:37:46,653 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 2 days, 20:29:13, time: 1.073, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1920, s0.acc: 93.4858, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2462, s1.loss_cls: 0.0889, s1.acc: 93.7560, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1221, s2.loss_cls: 0.0423, s2.acc: 93.9399, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0572, loss: 1.2214 +2025-06-25 01:38:34,882 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 2 days, 20:27:53, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1879, s0.acc: 93.7151, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2497, s1.loss_cls: 0.0870, s1.acc: 93.9711, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1234, s2.loss_cls: 0.0414, s2.acc: 94.0236, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0580, loss: 1.2107 +2025-06-25 01:39:22,843 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 2 days, 20:26:31, time: 0.959, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1731, s0.acc: 94.2129, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2423, s1.loss_cls: 0.0796, s1.acc: 94.4525, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1203, s2.loss_cls: 0.0386, s2.acc: 94.4440, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0569, loss: 1.1379 +2025-06-25 01:40:10,799 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 2 days, 20:25:08, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1705, s0.acc: 94.1536, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2404, s1.loss_cls: 0.0789, s1.acc: 94.5249, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1194, s2.loss_cls: 0.0384, s2.acc: 94.5373, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0562, loss: 1.1528 +2025-06-25 01:40:59,187 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 2 days, 20:23:50, time: 0.967, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1766, s0.acc: 94.0364, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2430, s1.loss_cls: 0.0819, s1.acc: 94.3237, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1204, s2.loss_cls: 0.0396, s2.acc: 94.2139, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0560, loss: 1.1688 +2025-06-25 01:41:47,278 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 2 days, 20:22:30, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1866, s0.acc: 93.7048, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2431, s1.loss_cls: 0.0866, s1.acc: 93.9328, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1199, s2.loss_cls: 0.0416, s2.acc: 94.0921, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1895 +2025-06-25 01:42:35,024 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 2 days, 20:21:05, time: 0.955, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1866, s0.acc: 93.7012, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2428, s1.loss_cls: 0.0862, s1.acc: 93.9940, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1197, s2.loss_cls: 0.0415, s2.acc: 94.0241, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0558, loss: 1.1846 +2025-06-25 01:43:26,090 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 2 days, 20:20:19, time: 1.021, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1851, s0.acc: 93.8152, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2426, s1.loss_cls: 0.0846, s1.acc: 94.1390, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1190, s2.loss_cls: 0.0407, s2.acc: 94.1954, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1794 +2025-06-25 01:44:29,475 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 2 days, 20:21:52, time: 1.268, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1810, s0.acc: 93.8735, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2418, s1.loss_cls: 0.0853, s1.acc: 94.0655, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1196, s2.loss_cls: 0.0412, s2.acc: 94.1627, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0558, loss: 1.1769 +2025-06-25 01:45:20,729 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 2 days, 20:21:07, time: 1.025, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1828, s0.acc: 93.9136, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2418, s1.loss_cls: 0.0860, s1.acc: 94.0800, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1195, s2.loss_cls: 0.0416, s2.acc: 93.9821, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0560, loss: 1.1847 +2025-06-25 01:46:09,109 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 2 days, 20:19:50, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1889, s0.acc: 93.6799, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2457, s1.loss_cls: 0.0884, s1.acc: 93.8943, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1214, s2.loss_cls: 0.0419, s2.acc: 94.0191, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0570, loss: 1.2076 +2025-06-25 01:46:57,076 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 2 days, 20:18:28, time: 0.959, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1969, s0.acc: 93.4802, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2504, s1.loss_cls: 0.0902, s1.acc: 93.8635, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1220, s2.loss_cls: 0.0434, s2.acc: 93.8657, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0570, loss: 1.2392 +2025-06-25 01:47:44,952 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 2 days, 20:17:05, time: 0.958, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1745, s0.acc: 94.0796, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2378, s1.loss_cls: 0.0814, s1.acc: 94.3525, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1170, s2.loss_cls: 0.0395, s2.acc: 94.3702, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0554, loss: 1.1440 +2025-06-25 01:48:33,260 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 2 days, 20:15:48, time: 0.966, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1898, s0.acc: 93.5955, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2459, s1.loss_cls: 0.0875, s1.acc: 93.9253, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1209, s2.loss_cls: 0.0420, s2.acc: 94.0342, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0564, loss: 1.2074 +2025-06-25 01:49:21,854 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 2 days, 20:14:33, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1855, s0.acc: 93.7844, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2408, s1.loss_cls: 0.0873, s1.acc: 94.0289, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1193, s2.loss_cls: 0.0420, s2.acc: 94.0546, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0559, loss: 1.1807 +2025-06-25 01:50:09,949 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 2 days, 20:13:13, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1899, s0.acc: 93.6216, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2441, s1.loss_cls: 0.0885, s1.acc: 93.9542, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1193, s2.loss_cls: 0.0416, s2.acc: 94.1657, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.2033 +2025-06-25 01:51:16,198 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 2 days, 20:15:16, time: 1.325, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1867, s0.acc: 93.7170, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2415, s1.loss_cls: 0.0865, s1.acc: 93.9936, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1183, s2.loss_cls: 0.0416, s2.acc: 94.0520, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0555, loss: 1.1824 +2025-06-25 01:52:06,591 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 2 days, 20:14:21, time: 1.007, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1838, s0.acc: 93.8088, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2426, s1.loss_cls: 0.0860, s1.acc: 94.1356, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1202, s2.loss_cls: 0.0416, s2.acc: 94.1025, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0565, loss: 1.1903 +2025-06-25 01:52:54,798 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 2 days, 20:13:03, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1778, s0.acc: 93.8625, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2434, s1.loss_cls: 0.0829, s1.acc: 94.1266, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1211, s2.loss_cls: 0.0400, s2.acc: 94.2030, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0572, loss: 1.1811 +2025-06-25 01:53:43,291 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 2 days, 20:11:47, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1874, s0.acc: 93.7427, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2417, s1.loss_cls: 0.0861, s1.acc: 94.0368, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1183, s2.loss_cls: 0.0413, s2.acc: 94.1209, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0554, loss: 1.1880 +2025-06-25 01:54:31,039 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 2 days, 20:10:24, time: 0.955, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1794, s0.acc: 93.9353, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2450, s1.loss_cls: 0.0834, s1.acc: 94.2882, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1214, s2.loss_cls: 0.0402, s2.acc: 94.1977, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.1774 +2025-06-25 01:55:18,587 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 2 days, 20:08:58, time: 0.951, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1786, s0.acc: 94.0232, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2434, s1.loss_cls: 0.0840, s1.acc: 94.1930, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1200, s2.loss_cls: 0.0398, s2.acc: 94.3493, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0561, loss: 1.1643 +2025-06-25 01:55:55,585 - mmdet - INFO - Saving checkpoint at 3 epochs +2025-06-25 01:59:10,237 - mmdet - INFO - Evaluating bbox... +2025-06-25 01:59:42,994 - mmdet - INFO - Evaluating segm... +2025-06-25 02:00:16,236 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 02:00:16,236 - mmdet - INFO - Epoch(val) [3][7330] bbox_mAP: 0.4380, bbox_mAP_50: 0.6230, bbox_mAP_75: 0.4770, bbox_mAP_s: 0.2690, bbox_mAP_m: 0.4710, bbox_mAP_l: 0.5830, bbox_mAP_copypaste: 0.438 0.623 0.477 0.269 0.471 0.583, segm_mAP: 0.3810, segm_mAP_50: 0.5940, segm_mAP_75: 0.4120, segm_mAP_s: 0.2160, segm_mAP_m: 0.4130, segm_mAP_l: 0.5240, segm_mAP_copypaste: 0.381 0.594 0.412 0.216 0.413 0.524 +2025-06-25 02:02:46,036 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 2 days, 20:20:10, time: 2.996, data_time: 1.602, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1811, s0.acc: 93.8076, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2449, s1.loss_cls: 0.0847, s1.acc: 94.0015, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1209, s2.loss_cls: 0.0408, s2.acc: 94.0396, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0563, loss: 1.1983 +2025-06-25 02:03:36,430 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 2 days, 20:19:14, time: 1.008, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1754, s0.acc: 93.8806, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2477, s1.loss_cls: 0.0811, s1.acc: 94.2200, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1205, s2.loss_cls: 0.0395, s2.acc: 94.1205, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0562, loss: 1.1838 +2025-06-25 02:04:27,475 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 2 days, 20:18:25, time: 1.021, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1827, s0.acc: 93.8281, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2434, s1.loss_cls: 0.0861, s1.acc: 94.0092, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1192, s2.loss_cls: 0.0413, s2.acc: 94.0906, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0554, loss: 1.1773 +2025-06-25 02:05:18,305 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 2 days, 20:17:34, time: 1.016, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1834, s0.acc: 93.7188, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2449, s1.loss_cls: 0.0841, s1.acc: 94.0402, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1221, s2.loss_cls: 0.0407, s2.acc: 94.0805, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0569, loss: 1.1951 +2025-06-25 02:06:09,501 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 2 days, 20:16:47, time: 1.024, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1818, s0.acc: 93.7544, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2384, s1.loss_cls: 0.0836, s1.acc: 94.1032, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1173, s2.loss_cls: 0.0404, s2.acc: 94.1233, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1690 +2025-06-25 02:06:59,849 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 2 days, 20:15:50, time: 1.007, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1793, s0.acc: 93.9126, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2356, s1.loss_cls: 0.0822, s1.acc: 94.2491, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1168, s2.loss_cls: 0.0390, s2.acc: 94.3910, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1632 +2025-06-25 02:07:50,432 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 2 days, 20:14:57, time: 1.012, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1784, s0.acc: 93.9255, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2413, s1.loss_cls: 0.0830, s1.acc: 94.1818, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1182, s2.loss_cls: 0.0408, s2.acc: 94.1091, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1732 +2025-06-25 02:08:41,077 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 2 days, 20:14:03, time: 1.013, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1861, s0.acc: 93.7322, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2475, s1.loss_cls: 0.0862, s1.acc: 94.0317, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1220, s2.loss_cls: 0.0419, s2.acc: 94.0626, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0572, loss: 1.2070 +2025-06-25 02:09:42,178 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 2 days, 20:15:03, time: 1.222, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1836, s0.acc: 93.7334, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2499, s1.loss_cls: 0.0838, s1.acc: 94.1126, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1218, s2.loss_cls: 0.0407, s2.acc: 94.0528, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0568, loss: 1.2103 +2025-06-25 02:10:39,725 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 2 days, 20:15:23, time: 1.151, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1894, s0.acc: 93.6772, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2431, s1.loss_cls: 0.0876, s1.acc: 93.9294, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1194, s2.loss_cls: 0.0422, s2.acc: 94.0085, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0561, loss: 1.1936 +2025-06-25 02:11:29,087 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 2 days, 20:14:16, time: 0.987, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1855, s0.acc: 93.6926, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2470, s1.loss_cls: 0.0872, s1.acc: 93.8889, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1219, s2.loss_cls: 0.0421, s2.acc: 93.9313, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0573, loss: 1.1973 +2025-06-25 02:12:18,571 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 2 days, 20:13:10, time: 0.989, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1814, s0.acc: 93.9302, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2487, s1.loss_cls: 0.0831, s1.acc: 94.1937, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1218, s2.loss_cls: 0.0401, s2.acc: 94.2571, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0568, loss: 1.1911 +2025-06-25 02:13:07,689 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 2 days, 20:12:00, time: 0.983, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1720, s0.acc: 94.1580, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2412, s1.loss_cls: 0.0791, s1.acc: 94.5087, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1189, s2.loss_cls: 0.0380, s2.acc: 94.4968, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0556, loss: 1.1491 +2025-06-25 02:13:56,586 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 2 days, 20:10:48, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1713, s0.acc: 94.1096, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2444, s1.loss_cls: 0.0788, s1.acc: 94.3871, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1208, s2.loss_cls: 0.0381, s2.acc: 94.3816, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1601 +2025-06-25 02:14:45,748 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 2 days, 20:09:39, time: 0.983, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1770, s0.acc: 93.9941, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2369, s1.loss_cls: 0.0811, s1.acc: 94.2409, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1160, s2.loss_cls: 0.0389, s2.acc: 94.2383, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.1474 +2025-06-25 02:15:35,187 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 2 days, 20:08:33, time: 0.989, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1813, s0.acc: 93.8799, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2462, s1.loss_cls: 0.0842, s1.acc: 94.1235, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1213, s2.loss_cls: 0.0402, s2.acc: 94.2844, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.1844 +2025-06-25 02:16:26,860 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 2 days, 20:07:50, time: 1.034, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1773, s0.acc: 93.9207, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2383, s1.loss_cls: 0.0817, s1.acc: 94.2334, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1179, s2.loss_cls: 0.0395, s2.acc: 94.2639, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1639 +2025-06-25 02:17:35,191 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 2 days, 20:10:03, time: 1.367, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1842, s0.acc: 93.6360, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2461, s1.loss_cls: 0.0859, s1.acc: 93.9219, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1207, s2.loss_cls: 0.0415, s2.acc: 93.9736, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0562, loss: 1.1936 +2025-06-25 02:18:23,313 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 2 days, 20:08:43, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1715, s0.acc: 94.1953, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2446, s1.loss_cls: 0.0800, s1.acc: 94.4793, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1203, s2.loss_cls: 0.0386, s2.acc: 94.4988, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0562, loss: 1.1380 +2025-06-25 02:19:11,688 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 2 days, 20:07:25, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1713, s0.acc: 94.0088, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2417, s1.loss_cls: 0.0792, s1.acc: 94.3014, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1197, s2.loss_cls: 0.0381, s2.acc: 94.3886, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0560, loss: 1.1531 +2025-06-25 02:20:00,939 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 2 days, 20:06:17, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1785, s0.acc: 93.8103, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2407, s1.loss_cls: 0.0822, s1.acc: 94.1050, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1187, s2.loss_cls: 0.0391, s2.acc: 94.2234, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0552, loss: 1.1764 +2025-06-25 02:20:49,742 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 2 days, 20:05:04, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1772, s0.acc: 93.8892, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2480, s1.loss_cls: 0.0814, s1.acc: 94.2313, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1214, s2.loss_cls: 0.0389, s2.acc: 94.3606, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0569, loss: 1.1819 +2025-06-25 02:21:38,728 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 2 days, 20:03:54, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1871, s0.acc: 93.5327, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2490, s1.loss_cls: 0.0865, s1.acc: 93.8718, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1213, s2.loss_cls: 0.0414, s2.acc: 93.9397, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0567, loss: 1.2100 +2025-06-25 02:22:27,842 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 2 days, 20:02:44, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1760, s0.acc: 93.9829, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2382, s1.loss_cls: 0.0826, s1.acc: 94.2385, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1182, s2.loss_cls: 0.0397, s2.acc: 94.2642, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1756 +2025-06-25 02:23:19,265 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 2 days, 20:01:59, time: 1.028, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1774, s0.acc: 94.0386, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2380, s1.loss_cls: 0.0818, s1.acc: 94.3695, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1172, s2.loss_cls: 0.0388, s2.acc: 94.4922, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1620 +2025-06-25 02:24:25,248 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 2 days, 20:03:44, time: 1.320, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1709, s0.acc: 94.1309, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2457, s1.loss_cls: 0.0795, s1.acc: 94.3797, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1209, s2.loss_cls: 0.0379, s2.acc: 94.5229, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0572, loss: 1.1508 +2025-06-25 02:25:13,735 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 2 days, 20:02:28, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1829, s0.acc: 93.8887, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2490, s1.loss_cls: 0.0853, s1.acc: 94.1389, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1243, s2.loss_cls: 0.0406, s2.acc: 94.3327, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0587, loss: 1.2022 +2025-06-25 02:26:02,162 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 2 days, 20:01:12, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1823, s0.acc: 93.7412, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2455, s1.loss_cls: 0.0857, s1.acc: 93.9629, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1213, s2.loss_cls: 0.0411, s2.acc: 93.9086, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0575, loss: 1.2012 +2025-06-25 02:26:50,695 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 2 days, 19:59:56, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1767, s0.acc: 93.8843, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2457, s1.loss_cls: 0.0823, s1.acc: 94.1634, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1211, s2.loss_cls: 0.0392, s2.acc: 94.2236, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0567, loss: 1.1779 +2025-06-25 02:27:39,374 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 2 days, 19:58:43, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1834, s0.acc: 93.8262, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2432, s1.loss_cls: 0.0856, s1.acc: 94.0627, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1204, s2.loss_cls: 0.0414, s2.acc: 94.2131, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0566, loss: 1.1833 +2025-06-25 02:28:27,343 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 2 days, 19:57:22, time: 0.959, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1767, s0.acc: 94.0767, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2422, s1.loss_cls: 0.0801, s1.acc: 94.4949, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1202, s2.loss_cls: 0.0390, s2.acc: 94.4876, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0567, loss: 1.1565 +2025-06-25 02:29:15,735 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 2 days, 19:56:05, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1757, s0.acc: 94.0132, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2364, s1.loss_cls: 0.0819, s1.acc: 94.2386, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1171, s2.loss_cls: 0.0396, s2.acc: 94.3212, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0550, loss: 1.1392 +2025-06-25 02:30:06,466 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 2 days, 19:55:13, time: 1.014, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1792, s0.acc: 93.8479, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2441, s1.loss_cls: 0.0841, s1.acc: 94.0357, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1205, s2.loss_cls: 0.0410, s2.acc: 94.0269, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0562, loss: 1.1708 +2025-06-25 02:31:04,941 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 2 days, 19:55:39, time: 1.170, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1835, s0.acc: 93.7595, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2410, s1.loss_cls: 0.0854, s1.acc: 94.0343, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1182, s2.loss_cls: 0.0413, s2.acc: 93.9929, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1873 +2025-06-25 02:32:01,158 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 2 days, 19:55:42, time: 1.124, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1783, s0.acc: 93.8828, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2480, s1.loss_cls: 0.0838, s1.acc: 94.1831, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1218, s2.loss_cls: 0.0399, s2.acc: 94.2419, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0570, loss: 1.1808 +2025-06-25 02:32:49,285 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 2 days, 19:54:22, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1753, s0.acc: 94.0718, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2405, s1.loss_cls: 0.0816, s1.acc: 94.3672, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1183, s2.loss_cls: 0.0399, s2.acc: 94.2965, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1587 +2025-06-25 02:33:37,847 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 2 days, 19:53:08, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1844, s0.acc: 93.8220, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2414, s1.loss_cls: 0.0851, s1.acc: 94.1239, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1193, s2.loss_cls: 0.0410, s2.acc: 94.2506, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0557, loss: 1.1862 +2025-06-25 02:34:26,154 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 2 days, 19:51:51, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1816, s0.acc: 93.8452, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2455, s1.loss_cls: 0.0857, s1.acc: 94.0513, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1203, s2.loss_cls: 0.0414, s2.acc: 94.1401, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0565, loss: 1.1767 +2025-06-25 02:35:13,942 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 2 days, 19:50:29, time: 0.956, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1734, s0.acc: 94.0854, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2404, s1.loss_cls: 0.0809, s1.acc: 94.3082, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1192, s2.loss_cls: 0.0389, s2.acc: 94.3656, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0562, loss: 1.1520 +2025-06-25 02:36:01,916 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 2 days, 19:49:09, time: 0.959, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1771, s0.acc: 93.9346, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2478, s1.loss_cls: 0.0811, s1.acc: 94.2813, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1216, s2.loss_cls: 0.0391, s2.acc: 94.2958, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0566, loss: 1.1745 +2025-06-25 02:36:49,943 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 2 days, 19:47:49, time: 0.960, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1694, s0.acc: 94.2607, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2381, s1.loss_cls: 0.0770, s1.acc: 94.5878, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1170, s2.loss_cls: 0.0375, s2.acc: 94.5192, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0549, loss: 1.1409 +2025-06-25 02:37:42,830 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 2 days, 19:47:18, time: 1.058, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1706, s0.acc: 94.2429, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2411, s1.loss_cls: 0.0791, s1.acc: 94.5525, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1205, s2.loss_cls: 0.0377, s2.acc: 94.7020, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0567, loss: 1.1389 +2025-06-25 02:38:46,164 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 2 days, 19:48:31, time: 1.267, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1773, s0.acc: 93.9780, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2465, s1.loss_cls: 0.0811, s1.acc: 94.2791, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1222, s2.loss_cls: 0.0397, s2.acc: 94.2209, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0571, loss: 1.1767 +2025-06-25 02:39:34,733 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 2 days, 19:47:17, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1825, s0.acc: 93.7639, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2413, s1.loss_cls: 0.0842, s1.acc: 94.0917, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1195, s2.loss_cls: 0.0400, s2.acc: 94.1518, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0560, loss: 1.1749 +2025-06-25 02:40:22,432 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 2 days, 19:45:54, time: 0.954, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1789, s0.acc: 93.8828, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2495, s1.loss_cls: 0.0827, s1.acc: 94.1667, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1228, s2.loss_cls: 0.0398, s2.acc: 94.2139, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0570, loss: 1.1892 +2025-06-25 02:41:09,876 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 2 days, 19:44:29, time: 0.948, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1773, s0.acc: 94.0229, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2416, s1.loss_cls: 0.0815, s1.acc: 94.3447, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1191, s2.loss_cls: 0.0399, s2.acc: 94.2608, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0561, loss: 1.1607 +2025-06-25 02:41:57,522 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 2 days, 19:43:07, time: 0.954, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1691, s0.acc: 94.1694, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2420, s1.loss_cls: 0.0797, s1.acc: 94.3844, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1199, s2.loss_cls: 0.0379, s2.acc: 94.5667, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0564, loss: 1.1402 +2025-06-25 02:42:45,375 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 2 days, 19:41:46, time: 0.957, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1784, s0.acc: 93.9341, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2447, s1.loss_cls: 0.0839, s1.acc: 94.1210, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1196, s2.loss_cls: 0.0404, s2.acc: 94.1507, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0556, loss: 1.1814 +2025-06-25 02:43:32,687 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 2 days, 19:40:20, time: 0.946, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1722, s0.acc: 94.2400, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2448, s1.loss_cls: 0.0790, s1.acc: 94.5848, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1207, s2.loss_cls: 0.0376, s2.acc: 94.6401, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0568, loss: 1.1366 +2025-06-25 02:44:24,094 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 2 days, 19:39:34, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1950, s0.acc: 93.4031, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2493, s1.loss_cls: 0.0912, s1.acc: 93.6620, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1226, s2.loss_cls: 0.0440, s2.acc: 93.7625, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0576, loss: 1.2452 +2025-06-25 02:45:29,620 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 2 days, 19:41:06, time: 1.310, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1805, s0.acc: 93.8354, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2407, s1.loss_cls: 0.0833, s1.acc: 94.1408, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1190, s2.loss_cls: 0.0403, s2.acc: 94.2021, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0559, loss: 1.1813 +2025-06-25 02:46:18,102 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 2 days, 19:39:52, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1751, s0.acc: 94.0459, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2376, s1.loss_cls: 0.0813, s1.acc: 94.3801, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1180, s2.loss_cls: 0.0388, s2.acc: 94.4513, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0555, loss: 1.1570 +2025-06-25 02:47:06,437 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 2 days, 19:38:36, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1733, s0.acc: 94.1633, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2368, s1.loss_cls: 0.0795, s1.acc: 94.4665, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1176, s2.loss_cls: 0.0390, s2.acc: 94.4162, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1491 +2025-06-25 02:47:54,439 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 2 days, 19:37:17, time: 0.960, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1866, s0.acc: 93.7368, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2447, s1.loss_cls: 0.0864, s1.acc: 94.0531, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1206, s2.loss_cls: 0.0411, s2.acc: 94.2189, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0566, loss: 1.2030 +2025-06-25 02:48:42,526 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 2 days, 19:35:59, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1812, s0.acc: 93.7917, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2475, s1.loss_cls: 0.0845, s1.acc: 94.0212, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1212, s2.loss_cls: 0.0409, s2.acc: 93.9571, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.2042 +2025-06-25 02:49:30,722 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 2 days, 19:34:42, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1769, s0.acc: 93.9692, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2420, s1.loss_cls: 0.0816, s1.acc: 94.3285, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1199, s2.loss_cls: 0.0396, s2.acc: 94.3643, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1635 +2025-06-25 02:50:18,457 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 2 days, 19:33:21, time: 0.955, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1713, s0.acc: 94.1431, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2457, s1.loss_cls: 0.0796, s1.acc: 94.4014, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1216, s2.loss_cls: 0.0385, s2.acc: 94.4489, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0574, loss: 1.1566 +2025-06-25 02:51:08,729 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 2 days, 19:32:25, time: 1.005, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1763, s0.acc: 93.9507, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2358, s1.loss_cls: 0.0818, s1.acc: 94.1644, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1165, s2.loss_cls: 0.0397, s2.acc: 94.2107, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1610 +2025-06-25 02:52:08,876 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 2 days, 19:33:03, time: 1.203, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1748, s0.acc: 94.0984, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2381, s1.loss_cls: 0.0803, s1.acc: 94.3460, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1159, s2.loss_cls: 0.0387, s2.acc: 94.4230, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0540, loss: 1.1444 +2025-06-25 02:53:01,643 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 2 days, 19:32:30, time: 1.055, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1808, s0.acc: 93.8442, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2446, s1.loss_cls: 0.0840, s1.acc: 94.1559, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1211, s2.loss_cls: 0.0405, s2.acc: 94.1395, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0562, loss: 1.1747 +2025-06-25 02:53:49,549 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 2 days, 19:31:10, time: 0.958, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1759, s0.acc: 93.9067, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2388, s1.loss_cls: 0.0819, s1.acc: 94.1262, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1174, s2.loss_cls: 0.0392, s2.acc: 94.2638, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0547, loss: 1.1530 +2025-06-25 02:54:37,276 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 2 days, 19:29:49, time: 0.954, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1758, s0.acc: 93.9844, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2387, s1.loss_cls: 0.0814, s1.acc: 94.3065, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1188, s2.loss_cls: 0.0401, s2.acc: 94.2416, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1559 +2025-06-25 02:55:24,328 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 2 days, 19:28:22, time: 0.941, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.3071, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2367, s1.loss_cls: 0.0771, s1.acc: 94.6823, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1167, s2.loss_cls: 0.0372, s2.acc: 94.7392, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0549, loss: 1.1267 +2025-06-25 02:56:11,865 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 2 days, 19:27:00, time: 0.951, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1689, s0.acc: 94.1753, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2397, s1.loss_cls: 0.0784, s1.acc: 94.4321, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1190, s2.loss_cls: 0.0379, s2.acc: 94.4063, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0560, loss: 1.1332 +2025-06-25 02:56:59,915 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 2 days, 19:25:42, time: 0.961, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1810, s0.acc: 93.8613, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2440, s1.loss_cls: 0.0833, s1.acc: 94.2201, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1192, s2.loss_cls: 0.0396, s2.acc: 94.2735, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0554, loss: 1.1726 +2025-06-25 02:57:47,988 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 2 days, 19:24:25, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1833, s0.acc: 93.8042, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2521, s1.loss_cls: 0.0838, s1.acc: 94.1069, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1230, s2.loss_cls: 0.0407, s2.acc: 94.0904, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0578, loss: 1.1935 +2025-06-25 02:58:41,300 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 2 days, 19:23:57, time: 1.066, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1767, s0.acc: 94.0598, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2512, s1.loss_cls: 0.0814, s1.acc: 94.3690, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1225, s2.loss_cls: 0.0385, s2.acc: 94.4897, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0571, loss: 1.1733 +2025-06-25 02:59:43,941 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 2 days, 19:24:57, time: 1.253, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1784, s0.acc: 93.9124, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2462, s1.loss_cls: 0.0825, s1.acc: 94.2451, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1226, s2.loss_cls: 0.0399, s2.acc: 94.2141, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0579, loss: 1.1776 +2025-06-25 03:00:31,943 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 2 days, 19:23:39, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1795, s0.acc: 94.0271, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2439, s1.loss_cls: 0.0844, s1.acc: 94.2523, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1196, s2.loss_cls: 0.0399, s2.acc: 94.3623, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0558, loss: 1.1652 +2025-06-25 03:01:19,680 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 2 days, 19:22:19, time: 0.954, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1741, s0.acc: 94.0715, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2381, s1.loss_cls: 0.0806, s1.acc: 94.3307, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1174, s2.loss_cls: 0.0381, s2.acc: 94.4937, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0548, loss: 1.1424 +2025-06-25 03:02:07,987 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 2 days, 19:21:04, time: 0.967, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1818, s0.acc: 93.8230, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2424, s1.loss_cls: 0.0825, s1.acc: 94.2203, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1190, s2.loss_cls: 0.0400, s2.acc: 94.2683, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1843 +2025-06-25 03:02:55,825 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 2 days, 19:19:45, time: 0.957, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1668, s0.acc: 94.2542, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2383, s1.loss_cls: 0.0766, s1.acc: 94.6022, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1176, s2.loss_cls: 0.0374, s2.acc: 94.5636, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0549, loss: 1.1239 +2025-06-25 03:03:43,309 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 2 days, 19:18:23, time: 0.949, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1755, s0.acc: 94.1414, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2389, s1.loss_cls: 0.0818, s1.acc: 94.3993, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1180, s2.loss_cls: 0.0392, s2.acc: 94.3931, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0548, loss: 1.1510 +2025-06-25 03:04:31,855 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 2 days, 19:17:11, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1807, s0.acc: 93.8052, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2436, s1.loss_cls: 0.0833, s1.acc: 94.0847, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1196, s2.loss_cls: 0.0400, s2.acc: 94.2623, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0559, loss: 1.1862 +2025-06-25 03:05:22,092 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 2 days, 19:16:14, time: 1.005, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1707, s0.acc: 94.2815, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2355, s1.loss_cls: 0.0787, s1.acc: 94.4560, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1164, s2.loss_cls: 0.0379, s2.acc: 94.5093, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0546, loss: 1.1227 +2025-06-25 03:06:29,332 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 2 days, 19:17:55, time: 1.345, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1761, s0.acc: 94.0034, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2487, s1.loss_cls: 0.0821, s1.acc: 94.2819, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1226, s2.loss_cls: 0.0391, s2.acc: 94.2918, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0575, loss: 1.1809 +2025-06-25 03:07:16,937 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 2 days, 19:16:34, time: 0.952, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1715, s0.acc: 94.2324, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2450, s1.loss_cls: 0.0786, s1.acc: 94.4926, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1211, s2.loss_cls: 0.0385, s2.acc: 94.5415, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0565, loss: 1.1442 +2025-06-25 03:08:04,869 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 2 days, 19:15:16, time: 0.959, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1788, s0.acc: 94.0125, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2423, s1.loss_cls: 0.0822, s1.acc: 94.3586, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1204, s2.loss_cls: 0.0401, s2.acc: 94.2988, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.1768 +2025-06-25 03:08:53,040 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 2 days, 19:14:00, time: 0.963, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1811, s0.acc: 93.8467, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2356, s1.loss_cls: 0.0843, s1.acc: 94.0706, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1171, s2.loss_cls: 0.0412, s2.acc: 94.0018, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1726 +2025-06-25 03:09:41,230 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 2 days, 19:12:45, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1795, s0.acc: 93.9155, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2371, s1.loss_cls: 0.0832, s1.acc: 94.1870, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1174, s2.loss_cls: 0.0398, s2.acc: 94.2837, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0554, loss: 1.1647 +2025-06-25 03:10:29,022 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 2 days, 19:11:26, time: 0.956, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1785, s0.acc: 93.9692, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2390, s1.loss_cls: 0.0819, s1.acc: 94.3418, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1186, s2.loss_cls: 0.0397, s2.acc: 94.3098, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0558, loss: 1.1575 +2025-06-25 03:11:17,587 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 2 days, 19:10:14, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1872, s0.acc: 93.7847, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2415, s1.loss_cls: 0.0862, s1.acc: 94.1291, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1179, s2.loss_cls: 0.0410, s2.acc: 94.2467, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1985 +2025-06-25 03:12:08,029 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 2 days, 19:09:20, time: 1.009, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1729, s0.acc: 94.1646, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2360, s1.loss_cls: 0.0813, s1.acc: 94.4001, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1166, s2.loss_cls: 0.0390, s2.acc: 94.4060, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.1405 +2025-06-25 03:13:11,984 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 2 days, 19:10:05, time: 1.228, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1828, s0.acc: 93.9099, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2428, s1.loss_cls: 0.0838, s1.acc: 94.2213, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1188, s2.loss_cls: 0.0408, s2.acc: 94.2361, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0561, loss: 1.1844 +2025-06-25 03:14:02,111 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 2 days, 19:09:30, time: 1.054, data_time: 0.078, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1780, s0.acc: 94.0605, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2413, s1.loss_cls: 0.0823, s1.acc: 94.3001, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1200, s2.loss_cls: 0.0398, s2.acc: 94.3085, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0559, loss: 1.1509 +2025-06-25 03:14:49,427 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 2 days, 19:08:07, time: 0.946, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1732, s0.acc: 94.0352, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2480, s1.loss_cls: 0.0797, s1.acc: 94.3093, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1217, s2.loss_cls: 0.0384, s2.acc: 94.3471, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0568, loss: 1.1565 +2025-06-25 03:15:37,459 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 2 days, 19:06:51, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1776, s0.acc: 93.8965, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2482, s1.loss_cls: 0.0809, s1.acc: 94.2490, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1217, s2.loss_cls: 0.0391, s2.acc: 94.2975, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0568, loss: 1.1806 +2025-06-25 03:16:25,585 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 2 days, 19:05:35, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1744, s0.acc: 94.1240, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2460, s1.loss_cls: 0.0799, s1.acc: 94.4644, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1208, s2.loss_cls: 0.0383, s2.acc: 94.5082, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0569, loss: 1.1714 +2025-06-25 03:17:13,390 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 2 days, 19:04:17, time: 0.956, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1754, s0.acc: 93.9600, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2456, s1.loss_cls: 0.0815, s1.acc: 94.2448, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1216, s2.loss_cls: 0.0393, s2.acc: 94.2512, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0571, loss: 1.1644 +2025-06-25 03:18:01,320 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 2 days, 19:03:00, time: 0.959, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1787, s0.acc: 94.0234, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2393, s1.loss_cls: 0.0827, s1.acc: 94.2923, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1187, s2.loss_cls: 0.0396, s2.acc: 94.3521, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0559, loss: 1.1640 +2025-06-25 03:18:49,075 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 2 days, 19:01:42, time: 0.955, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1702, s0.acc: 94.1729, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2380, s1.loss_cls: 0.0800, s1.acc: 94.3863, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1175, s2.loss_cls: 0.0384, s2.acc: 94.3853, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0552, loss: 1.1388 +2025-06-25 03:19:42,066 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 2 days, 19:01:10, time: 1.060, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1772, s0.acc: 94.0103, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2369, s1.loss_cls: 0.0816, s1.acc: 94.3420, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1172, s2.loss_cls: 0.0394, s2.acc: 94.4025, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0550, loss: 1.1543 +2025-06-25 03:20:44,141 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 2 days, 19:01:59, time: 1.242, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1785, s0.acc: 93.9133, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2439, s1.loss_cls: 0.0825, s1.acc: 94.2683, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1204, s2.loss_cls: 0.0398, s2.acc: 94.2744, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0561, loss: 1.1686 +2025-06-25 03:21:32,145 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 2 days, 19:00:43, time: 0.960, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1759, s0.acc: 93.9487, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2366, s1.loss_cls: 0.0815, s1.acc: 94.1943, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1168, s2.loss_cls: 0.0397, s2.acc: 94.2884, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1475 +2025-06-25 03:22:19,456 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 2 days, 18:59:21, time: 0.946, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1784, s0.acc: 93.9395, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2487, s1.loss_cls: 0.0835, s1.acc: 94.2073, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1232, s2.loss_cls: 0.0399, s2.acc: 94.2425, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0572, loss: 1.1846 +2025-06-25 03:23:07,949 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 2 days, 18:58:09, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1802, s0.acc: 93.8125, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2397, s1.loss_cls: 0.0837, s1.acc: 94.0732, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1169, s2.loss_cls: 0.0409, s2.acc: 93.9933, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1851 +2025-06-25 03:23:55,126 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 2 days, 18:56:46, time: 0.943, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1690, s0.acc: 94.2173, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2430, s1.loss_cls: 0.0778, s1.acc: 94.4787, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1196, s2.loss_cls: 0.0372, s2.acc: 94.5972, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0561, loss: 1.1281 +2025-06-25 03:24:42,842 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 2 days, 18:55:28, time: 0.955, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1805, s0.acc: 93.7280, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2452, s1.loss_cls: 0.0833, s1.acc: 93.9618, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1224, s2.loss_cls: 0.0406, s2.acc: 93.9689, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0578, loss: 1.1911 +2025-06-25 03:25:30,748 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 2 days, 18:54:11, time: 0.958, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1804, s0.acc: 93.7852, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2431, s1.loss_cls: 0.0837, s1.acc: 94.1386, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1199, s2.loss_cls: 0.0408, s2.acc: 94.0550, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0563, loss: 1.1792 +2025-06-25 03:26:21,041 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 2 days, 18:53:16, time: 1.006, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1702, s0.acc: 94.1423, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2381, s1.loss_cls: 0.0785, s1.acc: 94.4078, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1170, s2.loss_cls: 0.0378, s2.acc: 94.4480, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0552, loss: 1.1394 +2025-06-25 03:27:29,409 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 2 days, 18:54:58, time: 1.367, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1831, s0.acc: 93.7673, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2508, s1.loss_cls: 0.0836, s1.acc: 94.1590, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1249, s2.loss_cls: 0.0405, s2.acc: 94.1953, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0587, loss: 1.2060 +2025-06-25 03:28:17,270 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 2 days, 18:53:41, time: 0.957, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1786, s0.acc: 93.9192, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2467, s1.loss_cls: 0.0833, s1.acc: 94.2181, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1223, s2.loss_cls: 0.0400, s2.acc: 94.3012, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0575, loss: 1.1796 +2025-06-25 03:29:04,989 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 2 days, 18:52:23, time: 0.954, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1690, s0.acc: 94.2285, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2372, s1.loss_cls: 0.0775, s1.acc: 94.5277, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1167, s2.loss_cls: 0.0373, s2.acc: 94.6282, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0545, loss: 1.1302 +2025-06-25 03:29:53,103 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 2 days, 18:51:09, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1759, s0.acc: 94.0120, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2417, s1.loss_cls: 0.0807, s1.acc: 94.3455, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1190, s2.loss_cls: 0.0390, s2.acc: 94.2775, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0564, loss: 1.1583 +2025-06-25 03:30:41,290 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 2 days, 18:49:55, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1804, s0.acc: 94.0435, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2443, s1.loss_cls: 0.0832, s1.acc: 94.2809, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1208, s2.loss_cls: 0.0396, s2.acc: 94.3928, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0564, loss: 1.1710 +2025-06-25 03:31:29,857 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 2 days, 18:48:44, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1855, s0.acc: 93.6953, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2435, s1.loss_cls: 0.0864, s1.acc: 94.0171, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1199, s2.loss_cls: 0.0424, s2.acc: 93.9493, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0563, loss: 1.2048 +2025-06-25 03:32:18,057 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 2 days, 18:47:31, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1769, s0.acc: 93.9507, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2429, s1.loss_cls: 0.0815, s1.acc: 94.2326, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1211, s2.loss_cls: 0.0400, s2.acc: 94.2042, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0569, loss: 1.1782 +2025-06-25 03:33:08,620 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 2 days, 18:46:37, time: 1.011, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1807, s0.acc: 93.8716, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2439, s1.loss_cls: 0.0833, s1.acc: 94.1699, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1202, s2.loss_cls: 0.0399, s2.acc: 94.3666, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1794 +2025-06-25 03:34:13,885 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 2 days, 18:47:51, time: 1.305, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1753, s0.acc: 94.0234, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2372, s1.loss_cls: 0.0814, s1.acc: 94.2582, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1178, s2.loss_cls: 0.0388, s2.acc: 94.4315, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0551, loss: 1.1518 +2025-06-25 03:35:04,383 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 2 days, 18:46:57, time: 1.009, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1856, s0.acc: 93.7063, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2437, s1.loss_cls: 0.0861, s1.acc: 94.0664, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1200, s2.loss_cls: 0.0415, s2.acc: 94.1346, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0561, loss: 1.1941 +2025-06-25 03:35:52,611 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 2 days, 18:45:44, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1850, s0.acc: 93.6731, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2400, s1.loss_cls: 0.0863, s1.acc: 93.9351, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1193, s2.loss_cls: 0.0418, s2.acc: 93.9343, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0562, loss: 1.1889 +2025-06-25 03:36:40,370 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 2 days, 18:44:26, time: 0.955, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1682, s0.acc: 94.2273, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2435, s1.loss_cls: 0.0790, s1.acc: 94.3995, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1195, s2.loss_cls: 0.0385, s2.acc: 94.4459, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0562, loss: 1.1474 +2025-06-25 03:37:28,104 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 2 days, 18:43:09, time: 0.955, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1769, s0.acc: 94.0454, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2378, s1.loss_cls: 0.0825, s1.acc: 94.2312, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1177, s2.loss_cls: 0.0401, s2.acc: 94.3007, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1532 +2025-06-25 03:38:16,116 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 2 days, 18:41:54, time: 0.961, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1750, s0.acc: 94.0002, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2409, s1.loss_cls: 0.0819, s1.acc: 94.1970, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1191, s2.loss_cls: 0.0397, s2.acc: 94.1995, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0560, loss: 1.1612 +2025-06-25 03:39:04,653 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 2 days, 18:40:44, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1894, s0.acc: 93.5261, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2446, s1.loss_cls: 0.0874, s1.acc: 93.9240, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1202, s2.loss_cls: 0.0418, s2.acc: 93.8987, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0562, loss: 1.2220 +2025-06-25 03:39:53,007 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 2 days, 18:39:32, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1773, s0.acc: 93.8955, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2397, s1.loss_cls: 0.0828, s1.acc: 94.0731, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1189, s2.loss_cls: 0.0405, s2.acc: 94.1000, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0560, loss: 1.1712 +2025-06-25 03:40:48,187 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 2 days, 18:39:18, time: 1.103, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1725, s0.acc: 94.0571, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2380, s1.loss_cls: 0.0805, s1.acc: 94.3237, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1174, s2.loss_cls: 0.0386, s2.acc: 94.4802, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0553, loss: 1.1385 +2025-06-25 03:41:52,108 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 2 days, 18:40:18, time: 1.279, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1777, s0.acc: 93.9453, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2435, s1.loss_cls: 0.0827, s1.acc: 94.2169, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1191, s2.loss_cls: 0.0399, s2.acc: 94.2566, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0558, loss: 1.1729 +2025-06-25 03:42:40,386 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 2 days, 18:39:05, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1785, s0.acc: 94.0259, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2414, s1.loss_cls: 0.0810, s1.acc: 94.3741, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1190, s2.loss_cls: 0.0389, s2.acc: 94.4918, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1616 +2025-06-25 03:43:28,366 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 2 days, 18:37:50, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1766, s0.acc: 93.9414, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2439, s1.loss_cls: 0.0814, s1.acc: 94.2779, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1206, s2.loss_cls: 0.0395, s2.acc: 94.2929, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0561, loss: 1.1766 +2025-06-25 03:44:16,291 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 2 days, 18:36:35, time: 0.959, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1758, s0.acc: 93.9792, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2438, s1.loss_cls: 0.0815, s1.acc: 94.3323, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1206, s2.loss_cls: 0.0396, s2.acc: 94.2831, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0572, loss: 1.1792 +2025-06-25 03:45:04,207 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 2 days, 18:35:19, time: 0.958, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1783, s0.acc: 93.9084, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2439, s1.loss_cls: 0.0828, s1.acc: 94.1183, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1196, s2.loss_cls: 0.0403, s2.acc: 94.1619, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0560, loss: 1.1723 +2025-06-25 03:45:52,118 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 2 days, 18:34:04, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1646, s0.acc: 94.3154, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2365, s1.loss_cls: 0.0762, s1.acc: 94.5757, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1182, s2.loss_cls: 0.0370, s2.acc: 94.6820, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0553, loss: 1.1088 +2025-06-25 03:46:40,181 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 2 days, 18:32:50, time: 0.961, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1769, s0.acc: 93.8916, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2422, s1.loss_cls: 0.0821, s1.acc: 94.1554, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1198, s2.loss_cls: 0.0400, s2.acc: 94.1718, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0563, loss: 1.1655 +2025-06-25 03:47:30,606 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 2 days, 18:31:56, time: 1.008, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1723, s0.acc: 94.0789, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2430, s1.loss_cls: 0.0789, s1.acc: 94.4290, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1201, s2.loss_cls: 0.0376, s2.acc: 94.4496, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1616 +2025-06-25 03:48:34,623 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 2 days, 18:32:55, time: 1.280, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1783, s0.acc: 93.9653, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2345, s1.loss_cls: 0.0829, s1.acc: 94.2805, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1162, s2.loss_cls: 0.0400, s2.acc: 94.2166, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1494 +2025-06-25 03:49:22,971 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 2 days, 18:31:44, time: 0.967, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1770, s0.acc: 94.2053, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2360, s1.loss_cls: 0.0818, s1.acc: 94.5344, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1164, s2.loss_cls: 0.0393, s2.acc: 94.4357, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1431 +2025-06-25 03:50:11,605 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 2 days, 18:30:34, time: 0.973, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1849, s0.acc: 93.8469, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2399, s1.loss_cls: 0.0850, s1.acc: 94.1758, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1170, s2.loss_cls: 0.0407, s2.acc: 94.2352, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1827 +2025-06-25 03:50:59,538 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 2 days, 18:29:19, time: 0.959, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1835, s0.acc: 93.7705, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2439, s1.loss_cls: 0.0840, s1.acc: 94.0880, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1211, s2.loss_cls: 0.0410, s2.acc: 94.1000, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0568, loss: 1.1862 +2025-06-25 03:51:48,079 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 2 days, 18:28:10, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1746, s0.acc: 93.9131, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2427, s1.loss_cls: 0.0813, s1.acc: 94.1730, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1197, s2.loss_cls: 0.0392, s2.acc: 94.1540, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.1726 +2025-06-25 03:52:36,086 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 2 days, 18:26:56, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1722, s0.acc: 94.1052, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2440, s1.loss_cls: 0.0799, s1.acc: 94.3797, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1201, s2.loss_cls: 0.0386, s2.acc: 94.3941, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0566, loss: 1.1581 +2025-06-25 03:53:23,882 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 2 days, 18:25:40, time: 0.956, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1709, s0.acc: 94.0896, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2452, s1.loss_cls: 0.0792, s1.acc: 94.3567, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1207, s2.loss_cls: 0.0380, s2.acc: 94.5109, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0565, loss: 1.1500 +2025-06-25 03:54:14,419 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 2 days, 18:24:47, time: 1.011, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1811, s0.acc: 93.7332, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2484, s1.loss_cls: 0.0834, s1.acc: 94.0921, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1216, s2.loss_cls: 0.0404, s2.acc: 94.1203, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0568, loss: 1.1981 +2025-06-25 03:55:20,999 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 2 days, 18:26:05, time: 1.332, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1804, s0.acc: 93.8608, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2456, s1.loss_cls: 0.0846, s1.acc: 94.0751, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1214, s2.loss_cls: 0.0410, s2.acc: 94.1482, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0571, loss: 1.1840 +2025-06-25 03:56:12,051 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 2 days, 18:25:16, time: 1.021, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1763, s0.acc: 94.0647, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2400, s1.loss_cls: 0.0811, s1.acc: 94.3825, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1179, s2.loss_cls: 0.0393, s2.acc: 94.3988, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1615 +2025-06-25 03:57:00,698 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 2 days, 18:24:07, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1794, s0.acc: 93.9309, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2351, s1.loss_cls: 0.0826, s1.acc: 94.2510, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1165, s2.loss_cls: 0.0403, s2.acc: 94.2202, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1603 +2025-06-25 03:57:48,563 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 2 days, 18:22:52, time: 0.957, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1781, s0.acc: 94.0354, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2489, s1.loss_cls: 0.0824, s1.acc: 94.3746, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1217, s2.loss_cls: 0.0393, s2.acc: 94.5316, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0567, loss: 1.1673 +2025-06-25 03:58:36,726 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 2 days, 18:21:39, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1713, s0.acc: 94.0996, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2464, s1.loss_cls: 0.0799, s1.acc: 94.3726, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1205, s2.loss_cls: 0.0382, s2.acc: 94.4519, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0563, loss: 1.1624 +2025-06-25 03:59:25,163 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 2 days, 18:20:29, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1753, s0.acc: 93.9197, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2422, s1.loss_cls: 0.0819, s1.acc: 94.2120, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1196, s2.loss_cls: 0.0395, s2.acc: 94.2020, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0560, loss: 1.1717 +2025-06-25 04:00:12,992 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 2 days, 18:19:14, time: 0.957, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1790, s0.acc: 93.9910, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2398, s1.loss_cls: 0.0823, s1.acc: 94.3243, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1192, s2.loss_cls: 0.0400, s2.acc: 94.2870, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0555, loss: 1.1558 +2025-06-25 04:01:00,752 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 2 days, 18:17:59, time: 0.955, data_time: 0.022, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1716, s0.acc: 94.2424, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2349, s1.loss_cls: 0.0802, s1.acc: 94.4652, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1159, s2.loss_cls: 0.0387, s2.acc: 94.5330, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0545, loss: 1.1292 +2025-06-25 04:01:53,051 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 2 days, 18:17:19, time: 1.046, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1803, s0.acc: 93.8789, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2439, s1.loss_cls: 0.0829, s1.acc: 94.1910, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1200, s2.loss_cls: 0.0399, s2.acc: 94.2311, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0565, loss: 1.1730 +2025-06-25 04:02:59,467 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 2 days, 18:18:34, time: 1.328, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1796, s0.acc: 93.8511, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2432, s1.loss_cls: 0.0841, s1.acc: 94.0917, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1194, s2.loss_cls: 0.0407, s2.acc: 94.0801, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0564, loss: 1.1854 +2025-06-25 04:03:48,116 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 2 days, 18:17:26, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1778, s0.acc: 93.8792, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2430, s1.loss_cls: 0.0830, s1.acc: 94.0712, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1184, s2.loss_cls: 0.0400, s2.acc: 94.1414, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1759 +2025-06-25 04:04:35,929 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 2 days, 18:16:11, time: 0.956, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1761, s0.acc: 94.0947, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2387, s1.loss_cls: 0.0815, s1.acc: 94.3623, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1186, s2.loss_cls: 0.0392, s2.acc: 94.3784, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0562, loss: 1.1489 +2025-06-25 04:05:24,558 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 2 days, 18:15:02, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1833, s0.acc: 93.9329, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2410, s1.loss_cls: 0.0865, s1.acc: 94.1091, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1182, s2.loss_cls: 0.0418, s2.acc: 94.0611, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0551, loss: 1.1769 +2025-06-25 04:06:02,353 - mmdet - INFO - Saving checkpoint at 4 epochs +2025-06-25 04:09:20,434 - mmdet - INFO - Evaluating bbox... +2025-06-25 04:09:51,760 - mmdet - INFO - Evaluating segm... +2025-06-25 04:10:26,158 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 04:10:26,158 - mmdet - INFO - Epoch(val) [4][7330] bbox_mAP: 0.4430, bbox_mAP_50: 0.6300, bbox_mAP_75: 0.4810, bbox_mAP_s: 0.2670, bbox_mAP_m: 0.4760, bbox_mAP_l: 0.5950, bbox_mAP_copypaste: 0.443 0.630 0.481 0.267 0.476 0.595, segm_mAP: 0.3770, segm_mAP_50: 0.5990, segm_mAP_75: 0.4020, segm_mAP_s: 0.2050, segm_mAP_m: 0.4080, segm_mAP_l: 0.5290, segm_mAP_copypaste: 0.377 0.599 0.402 0.205 0.408 0.529 +2025-06-25 04:12:37,062 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 2 days, 18:20:16, time: 2.617, data_time: 1.593, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1879, s0.acc: 93.6206, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2438, s1.loss_cls: 0.0863, s1.acc: 93.9463, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1194, s2.loss_cls: 0.0412, s2.acc: 93.9953, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0556, loss: 1.1986 +2025-06-25 04:13:29,260 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 2 days, 18:19:36, time: 1.045, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1798, s0.acc: 93.7483, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2493, s1.loss_cls: 0.0839, s1.acc: 93.9667, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1216, s2.loss_cls: 0.0402, s2.acc: 94.0032, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0569, loss: 1.2041 +2025-06-25 04:14:42,154 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 2 days, 18:21:40, time: 1.458, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1779, s0.acc: 93.9629, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2453, s1.loss_cls: 0.0812, s1.acc: 94.3274, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1208, s2.loss_cls: 0.0397, s2.acc: 94.2239, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0571, loss: 1.1796 +2025-06-25 04:15:31,776 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 2 days, 18:20:38, time: 0.992, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1730, s0.acc: 94.1262, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2386, s1.loss_cls: 0.0798, s1.acc: 94.4106, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1175, s2.loss_cls: 0.0385, s2.acc: 94.4323, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1466 +2025-06-25 04:16:21,710 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 2 days, 18:19:39, time: 0.999, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1787, s0.acc: 93.8848, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2421, s1.loss_cls: 0.0828, s1.acc: 94.1991, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1203, s2.loss_cls: 0.0404, s2.acc: 94.0993, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0564, loss: 1.1656 +2025-06-25 04:17:11,320 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 2 days, 18:18:37, time: 0.992, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1772, s0.acc: 93.8977, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2433, s1.loss_cls: 0.0829, s1.acc: 94.1835, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1196, s2.loss_cls: 0.0399, s2.acc: 94.1642, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0559, loss: 1.1644 +2025-06-25 04:18:01,858 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 2 days, 18:17:43, time: 1.010, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1770, s0.acc: 93.8894, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2470, s1.loss_cls: 0.0821, s1.acc: 94.1904, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1213, s2.loss_cls: 0.0394, s2.acc: 94.2792, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0570, loss: 1.1827 +2025-06-25 04:18:54,880 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 2 days, 18:17:09, time: 1.061, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1767, s0.acc: 93.8774, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2400, s1.loss_cls: 0.0819, s1.acc: 94.2041, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1188, s2.loss_cls: 0.0395, s2.acc: 94.2421, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0560, loss: 1.1659 +2025-06-25 04:19:44,485 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 2 days, 18:16:07, time: 0.992, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1789, s0.acc: 93.9077, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2383, s1.loss_cls: 0.0821, s1.acc: 94.3093, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1173, s2.loss_cls: 0.0398, s2.acc: 94.3760, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1674 +2025-06-25 04:20:34,500 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 2 days, 18:15:08, time: 1.000, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1783, s0.acc: 93.9978, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2378, s1.loss_cls: 0.0822, s1.acc: 94.3894, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1176, s2.loss_cls: 0.0393, s2.acc: 94.5184, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0556, loss: 1.1604 +2025-06-25 04:21:41,337 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 2 days, 18:16:22, time: 1.337, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1722, s0.acc: 94.2212, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2394, s1.loss_cls: 0.0789, s1.acc: 94.5552, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1179, s2.loss_cls: 0.0383, s2.acc: 94.6294, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0557, loss: 1.1354 +2025-06-25 04:22:31,097 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 2 days, 18:15:21, time: 0.995, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1846, s0.acc: 93.6816, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2424, s1.loss_cls: 0.0847, s1.acc: 94.0789, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1191, s2.loss_cls: 0.0416, s2.acc: 94.0457, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0558, loss: 1.1974 +2025-06-25 04:23:20,143 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 2 days, 18:14:16, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1783, s0.acc: 93.8877, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2425, s1.loss_cls: 0.0823, s1.acc: 94.2079, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1193, s2.loss_cls: 0.0398, s2.acc: 94.2394, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0558, loss: 1.1782 +2025-06-25 04:24:08,869 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 2 days, 18:13:07, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1755, s0.acc: 93.9771, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2451, s1.loss_cls: 0.0810, s1.acc: 94.3163, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1204, s2.loss_cls: 0.0394, s2.acc: 94.2461, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0567, loss: 1.1752 +2025-06-25 04:24:57,850 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 2 days, 18:12:01, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1666, s0.acc: 94.3257, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2320, s1.loss_cls: 0.0786, s1.acc: 94.4237, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1150, s2.loss_cls: 0.0386, s2.acc: 94.4409, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.1155 +2025-06-25 04:25:46,821 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 2 days, 18:10:54, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1756, s0.acc: 93.9038, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2452, s1.loss_cls: 0.0817, s1.acc: 94.2112, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1206, s2.loss_cls: 0.0399, s2.acc: 94.1827, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0572, loss: 1.1784 +2025-06-25 04:26:37,775 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 2 days, 18:10:03, time: 1.019, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1766, s0.acc: 93.8706, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2462, s1.loss_cls: 0.0810, s1.acc: 94.2868, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1216, s2.loss_cls: 0.0395, s2.acc: 94.2381, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0573, loss: 1.1849 +2025-06-25 04:27:26,643 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 2 days, 18:08:56, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1867, s0.acc: 93.7646, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2460, s1.loss_cls: 0.0854, s1.acc: 94.0600, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1209, s2.loss_cls: 0.0411, s2.acc: 94.1162, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0568, loss: 1.1995 +2025-06-25 04:28:23,518 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 2 days, 18:08:51, time: 1.137, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1703, s0.acc: 94.3157, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2376, s1.loss_cls: 0.0790, s1.acc: 94.5605, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1173, s2.loss_cls: 0.0382, s2.acc: 94.5399, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0553, loss: 1.1341 +2025-06-25 04:29:21,413 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 2 days, 18:08:53, time: 1.158, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1747, s0.acc: 94.0615, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2447, s1.loss_cls: 0.0804, s1.acc: 94.3682, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1205, s2.loss_cls: 0.0389, s2.acc: 94.3546, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.1643 +2025-06-25 04:30:10,049 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 2 days, 18:07:44, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1816, s0.acc: 93.7751, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2448, s1.loss_cls: 0.0824, s1.acc: 94.2626, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1207, s2.loss_cls: 0.0397, s2.acc: 94.2704, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0567, loss: 1.1980 +2025-06-25 04:30:57,630 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 2 days, 18:06:27, time: 0.952, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1654, s0.acc: 94.2861, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2371, s1.loss_cls: 0.0763, s1.acc: 94.5588, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1170, s2.loss_cls: 0.0371, s2.acc: 94.5242, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0545, loss: 1.1201 +2025-06-25 04:31:46,266 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 2 days, 18:05:18, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1780, s0.acc: 93.9597, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2393, s1.loss_cls: 0.0824, s1.acc: 94.2711, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1186, s2.loss_cls: 0.0395, s2.acc: 94.2808, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0554, loss: 1.1737 +2025-06-25 04:32:34,004 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 2 days, 18:04:03, time: 0.955, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1670, s0.acc: 94.3333, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2332, s1.loss_cls: 0.0763, s1.acc: 94.6561, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1157, s2.loss_cls: 0.0369, s2.acc: 94.7326, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.1126 +2025-06-25 04:33:24,734 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 2 days, 18:03:10, time: 1.015, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1833, s0.acc: 93.7170, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2354, s1.loss_cls: 0.0854, s1.acc: 93.9841, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1162, s2.loss_cls: 0.0410, s2.acc: 93.9994, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1751 +2025-06-25 04:34:11,499 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 2 days, 18:01:47, time: 0.935, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1610, s0.acc: 94.6064, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2394, s1.loss_cls: 0.0744, s1.acc: 94.9012, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1182, s2.loss_cls: 0.0361, s2.acc: 94.8880, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0556, loss: 1.1002 +2025-06-25 04:35:00,303 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 2 days, 18:00:40, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1724, s0.acc: 94.1086, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2383, s1.loss_cls: 0.0796, s1.acc: 94.4429, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1176, s2.loss_cls: 0.0386, s2.acc: 94.4682, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1558 +2025-06-25 04:36:05,731 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 2 days, 18:01:39, time: 1.308, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1830, s0.acc: 93.7266, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2422, s1.loss_cls: 0.0844, s1.acc: 94.0696, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1191, s2.loss_cls: 0.0409, s2.acc: 94.0878, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1855 +2025-06-25 04:36:53,451 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 2 days, 18:00:23, time: 0.954, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1764, s0.acc: 93.9355, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2415, s1.loss_cls: 0.0812, s1.acc: 94.3574, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1200, s2.loss_cls: 0.0395, s2.acc: 94.3584, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1648 +2025-06-25 04:37:41,074 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 2 days, 17:59:07, time: 0.953, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1718, s0.acc: 94.1602, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2388, s1.loss_cls: 0.0790, s1.acc: 94.4079, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1181, s2.loss_cls: 0.0381, s2.acc: 94.5223, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0555, loss: 1.1361 +2025-06-25 04:38:29,545 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 2 days, 17:57:57, time: 0.969, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1720, s0.acc: 94.0571, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2387, s1.loss_cls: 0.0794, s1.acc: 94.3933, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1181, s2.loss_cls: 0.0382, s2.acc: 94.4540, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1598 +2025-06-25 04:39:17,927 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 2 days, 17:56:46, time: 0.967, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1744, s0.acc: 93.9768, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2438, s1.loss_cls: 0.0810, s1.acc: 94.2757, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1196, s2.loss_cls: 0.0396, s2.acc: 94.1956, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0562, loss: 1.1699 +2025-06-25 04:40:10,086 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 2 days, 17:56:05, time: 1.043, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1677, s0.acc: 94.2563, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2405, s1.loss_cls: 0.0780, s1.acc: 94.4832, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1190, s2.loss_cls: 0.0379, s2.acc: 94.4773, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1346 +2025-06-25 04:40:57,938 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 2 days, 17:54:50, time: 0.957, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1728, s0.acc: 94.1968, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2354, s1.loss_cls: 0.0807, s1.acc: 94.3832, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1164, s2.loss_cls: 0.0391, s2.acc: 94.4483, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0546, loss: 1.1316 +2025-06-25 04:41:45,902 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 2 days, 17:53:37, time: 0.959, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1771, s0.acc: 93.9260, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2470, s1.loss_cls: 0.0822, s1.acc: 94.2755, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1208, s2.loss_cls: 0.0398, s2.acc: 94.3074, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0562, loss: 1.1860 +2025-06-25 04:42:50,755 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 2 days, 17:54:30, time: 1.297, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1776, s0.acc: 93.8779, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2390, s1.loss_cls: 0.0828, s1.acc: 94.1477, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1188, s2.loss_cls: 0.0397, s2.acc: 94.2018, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1681 +2025-06-25 04:43:38,789 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 2 days, 17:53:17, time: 0.961, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1752, s0.acc: 94.0713, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2446, s1.loss_cls: 0.0812, s1.acc: 94.3737, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1201, s2.loss_cls: 0.0387, s2.acc: 94.5066, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0561, loss: 1.1576 +2025-06-25 04:44:26,966 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 2 days, 17:52:05, time: 0.964, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1735, s0.acc: 94.1594, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2371, s1.loss_cls: 0.0818, s1.acc: 94.2829, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1173, s2.loss_cls: 0.0390, s2.acc: 94.2872, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1393 +2025-06-25 04:45:14,628 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 2 days, 17:50:50, time: 0.953, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1765, s0.acc: 93.9065, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2428, s1.loss_cls: 0.0817, s1.acc: 94.2060, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1193, s2.loss_cls: 0.0401, s2.acc: 94.1638, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0558, loss: 1.1658 +2025-06-25 04:46:02,273 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 2 days, 17:49:34, time: 0.953, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1679, s0.acc: 94.1982, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2361, s1.loss_cls: 0.0781, s1.acc: 94.4073, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.5772, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.1261 +2025-06-25 04:46:50,277 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 2 days, 17:48:22, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1802, s0.acc: 93.8760, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2443, s1.loss_cls: 0.0850, s1.acc: 94.0520, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1198, s2.loss_cls: 0.0411, s2.acc: 94.0289, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.1813 +2025-06-25 04:47:41,600 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 2 days, 17:47:33, time: 1.026, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1857, s0.acc: 93.5764, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2471, s1.loss_cls: 0.0870, s1.acc: 93.7268, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1203, s2.loss_cls: 0.0415, s2.acc: 93.8350, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0565, loss: 1.2054 +2025-06-25 04:48:29,654 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 2 days, 17:46:21, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1746, s0.acc: 94.0486, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2367, s1.loss_cls: 0.0818, s1.acc: 94.3090, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1171, s2.loss_cls: 0.0399, s2.acc: 94.3400, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1586 +2025-06-25 04:49:24,895 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 2 days, 17:46:02, time: 1.105, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1793, s0.acc: 93.8928, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2390, s1.loss_cls: 0.0829, s1.acc: 94.1830, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1188, s2.loss_cls: 0.0398, s2.acc: 94.2245, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1727 +2025-06-25 04:50:23,059 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 2 days, 17:46:04, time: 1.163, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1753, s0.acc: 94.0132, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2355, s1.loss_cls: 0.0804, s1.acc: 94.3795, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1160, s2.loss_cls: 0.0392, s2.acc: 94.4102, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1403 +2025-06-25 04:51:11,091 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 2 days, 17:44:52, time: 0.961, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1771, s0.acc: 93.9766, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2414, s1.loss_cls: 0.0822, s1.acc: 94.2803, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1204, s2.loss_cls: 0.0394, s2.acc: 94.2972, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0566, loss: 1.1748 +2025-06-25 04:51:59,383 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 2 days, 17:43:41, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1799, s0.acc: 93.8394, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2385, s1.loss_cls: 0.0831, s1.acc: 94.1899, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1187, s2.loss_cls: 0.0404, s2.acc: 94.2081, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0557, loss: 1.1692 +2025-06-25 04:52:46,983 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 2 days, 17:42:26, time: 0.952, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1689, s0.acc: 94.2222, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2384, s1.loss_cls: 0.0788, s1.acc: 94.4833, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1177, s2.loss_cls: 0.0383, s2.acc: 94.4695, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0555, loss: 1.1274 +2025-06-25 04:53:34,766 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 2 days, 17:41:12, time: 0.956, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1825, s0.acc: 93.9026, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2451, s1.loss_cls: 0.0840, s1.acc: 94.1742, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1199, s2.loss_cls: 0.0402, s2.acc: 94.2442, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0560, loss: 1.1807 +2025-06-25 04:54:26,065 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 2 days, 17:40:23, time: 1.026, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1827, s0.acc: 93.8232, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2396, s1.loss_cls: 0.0842, s1.acc: 94.1225, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1177, s2.loss_cls: 0.0408, s2.acc: 94.1444, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0555, loss: 1.1800 +2025-06-25 04:55:13,767 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 2 days, 17:39:09, time: 0.954, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1698, s0.acc: 94.1643, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2407, s1.loss_cls: 0.0791, s1.acc: 94.4024, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1188, s2.loss_cls: 0.0379, s2.acc: 94.4961, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0558, loss: 1.1436 +2025-06-25 04:56:01,232 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 2 days, 17:37:53, time: 0.949, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1617, s0.acc: 94.4419, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2330, s1.loss_cls: 0.0744, s1.acc: 94.7315, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1154, s2.loss_cls: 0.0359, s2.acc: 94.7245, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0543, loss: 1.0957 +2025-06-25 04:57:03,864 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 2 days, 17:38:27, time: 1.253, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1818, s0.acc: 93.7803, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2473, s1.loss_cls: 0.0848, s1.acc: 94.0199, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1220, s2.loss_cls: 0.0408, s2.acc: 94.1517, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0570, loss: 1.1948 +2025-06-25 04:57:52,160 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 2 days, 17:37:16, time: 0.966, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1814, s0.acc: 93.8972, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2398, s1.loss_cls: 0.0839, s1.acc: 94.1190, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1189, s2.loss_cls: 0.0397, s2.acc: 94.1545, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0554, loss: 1.1749 +2025-06-25 04:58:39,547 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 2 days, 17:36:00, time: 0.948, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1808, s0.acc: 93.8555, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2432, s1.loss_cls: 0.0846, s1.acc: 94.0664, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1205, s2.loss_cls: 0.0403, s2.acc: 94.1424, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0563, loss: 1.1728 +2025-06-25 04:59:27,264 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 2 days, 17:34:46, time: 0.954, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1732, s0.acc: 94.1533, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2359, s1.loss_cls: 0.0801, s1.acc: 94.4883, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1160, s2.loss_cls: 0.0386, s2.acc: 94.4724, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0546, loss: 1.1326 +2025-06-25 05:00:15,525 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 2 days, 17:33:35, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1785, s0.acc: 94.0017, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2402, s1.loss_cls: 0.0824, s1.acc: 94.2874, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1181, s2.loss_cls: 0.0395, s2.acc: 94.3533, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1676 +2025-06-25 05:01:05,851 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 2 days, 17:32:40, time: 1.007, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1784, s0.acc: 93.9270, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2381, s1.loss_cls: 0.0826, s1.acc: 94.2237, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1162, s2.loss_cls: 0.0395, s2.acc: 94.2423, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.1612 +2025-06-25 05:01:54,432 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 2 days, 17:31:32, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1850, s0.acc: 93.7473, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2434, s1.loss_cls: 0.0860, s1.acc: 93.9056, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1209, s2.loss_cls: 0.0415, s2.acc: 93.9682, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0571, loss: 1.1989 +2025-06-25 05:02:42,818 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 2 days, 17:30:23, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1807, s0.acc: 93.8416, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2375, s1.loss_cls: 0.0826, s1.acc: 94.1227, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1168, s2.loss_cls: 0.0399, s2.acc: 94.1816, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0543, loss: 1.1760 +2025-06-25 05:03:45,942 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 2 days, 17:31:00, time: 1.262, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1854, s0.acc: 93.7366, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2409, s1.loss_cls: 0.0873, s1.acc: 94.0012, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1191, s2.loss_cls: 0.0421, s2.acc: 94.1024, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1853 +2025-06-25 05:04:33,412 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 2 days, 17:29:44, time: 0.949, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1699, s0.acc: 94.1711, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2376, s1.loss_cls: 0.0783, s1.acc: 94.4591, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1173, s2.loss_cls: 0.0380, s2.acc: 94.5564, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0550, loss: 1.1316 +2025-06-25 05:05:21,594 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 2 days, 17:28:33, time: 0.964, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1802, s0.acc: 93.8750, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2454, s1.loss_cls: 0.0836, s1.acc: 94.1286, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1203, s2.loss_cls: 0.0405, s2.acc: 94.0964, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0563, loss: 1.1933 +2025-06-25 05:06:09,257 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 2 days, 17:27:19, time: 0.953, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1872, s0.acc: 93.6069, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2467, s1.loss_cls: 0.0867, s1.acc: 93.8547, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1210, s2.loss_cls: 0.0419, s2.acc: 93.9186, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.2064 +2025-06-25 05:06:57,258 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 2 days, 17:26:07, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1811, s0.acc: 93.8169, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2441, s1.loss_cls: 0.0837, s1.acc: 94.1214, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1212, s2.loss_cls: 0.0406, s2.acc: 94.2290, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0570, loss: 1.1831 +2025-06-25 05:07:45,669 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 2 days, 17:24:59, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1765, s0.acc: 94.0427, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2368, s1.loss_cls: 0.0811, s1.acc: 94.3505, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1174, s2.loss_cls: 0.0395, s2.acc: 94.2897, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0553, loss: 1.1473 +2025-06-25 05:08:36,153 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 2 days, 17:24:05, time: 1.010, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1755, s0.acc: 93.9712, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2384, s1.loss_cls: 0.0819, s1.acc: 94.1713, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1175, s2.loss_cls: 0.0394, s2.acc: 94.2442, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1633 +2025-06-25 05:09:24,586 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 2 days, 17:22:56, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1799, s0.acc: 93.9744, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2420, s1.loss_cls: 0.0835, s1.acc: 94.2928, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1197, s2.loss_cls: 0.0406, s2.acc: 94.2965, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0561, loss: 1.1690 +2025-06-25 05:10:22,664 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 2 days, 17:22:56, time: 1.162, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1833, s0.acc: 93.8220, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2392, s1.loss_cls: 0.0852, s1.acc: 94.1082, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1182, s2.loss_cls: 0.0410, s2.acc: 94.1540, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0556, loss: 1.1758 +2025-06-25 05:11:18,710 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 2 days, 17:22:41, time: 1.121, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1799, s0.acc: 93.8091, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2425, s1.loss_cls: 0.0829, s1.acc: 94.1704, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1207, s2.loss_cls: 0.0399, s2.acc: 94.2069, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0564, loss: 1.1941 +2025-06-25 05:12:07,128 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 2 days, 17:21:32, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1848, s0.acc: 93.7300, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2480, s1.loss_cls: 0.0856, s1.acc: 93.9423, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1226, s2.loss_cls: 0.0412, s2.acc: 93.9880, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0575, loss: 1.2111 +2025-06-25 05:12:54,924 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 2 days, 17:20:20, time: 0.956, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1812, s0.acc: 93.8127, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2415, s1.loss_cls: 0.0837, s1.acc: 94.1098, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1185, s2.loss_cls: 0.0399, s2.acc: 94.2554, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0561, loss: 1.1786 +2025-06-25 05:13:42,809 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 2 days, 17:19:07, time: 0.957, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1742, s0.acc: 94.0945, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2354, s1.loss_cls: 0.0804, s1.acc: 94.3899, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1164, s2.loss_cls: 0.0390, s2.acc: 94.3494, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0542, loss: 1.1518 +2025-06-25 05:14:31,008 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 2 days, 17:17:57, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1729, s0.acc: 94.1086, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2381, s1.loss_cls: 0.0808, s1.acc: 94.3059, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1182, s2.loss_cls: 0.0390, s2.acc: 94.4014, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1518 +2025-06-25 05:15:21,138 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 2 days, 17:17:01, time: 1.003, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1736, s0.acc: 94.0647, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2379, s1.loss_cls: 0.0817, s1.acc: 94.2426, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1172, s2.loss_cls: 0.0391, s2.acc: 94.2960, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0548, loss: 1.1421 +2025-06-25 05:16:08,859 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 2 days, 17:15:48, time: 0.954, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1756, s0.acc: 94.1646, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2380, s1.loss_cls: 0.0820, s1.acc: 94.4183, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1170, s2.loss_cls: 0.0397, s2.acc: 94.4298, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0548, loss: 1.1429 +2025-06-25 05:16:56,770 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 2 days, 17:14:36, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1710, s0.acc: 94.1899, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2312, s1.loss_cls: 0.0788, s1.acc: 94.4747, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1148, s2.loss_cls: 0.0381, s2.acc: 94.4872, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.1246 +2025-06-25 05:18:01,664 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 2 days, 17:15:22, time: 1.298, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1737, s0.acc: 94.0483, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2420, s1.loss_cls: 0.0816, s1.acc: 94.2238, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1186, s2.loss_cls: 0.0387, s2.acc: 94.3758, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.1568 +2025-06-25 05:18:49,808 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 2 days, 17:14:12, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1786, s0.acc: 93.9307, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2471, s1.loss_cls: 0.0817, s1.acc: 94.2399, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1221, s2.loss_cls: 0.0396, s2.acc: 94.3219, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0574, loss: 1.1789 +2025-06-25 05:19:38,309 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 2 days, 17:13:05, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1702, s0.acc: 94.1165, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2345, s1.loss_cls: 0.0787, s1.acc: 94.4009, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1165, s2.loss_cls: 0.0384, s2.acc: 94.2933, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1385 +2025-06-25 05:20:26,526 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 2 days, 17:11:55, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1792, s0.acc: 93.9226, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2383, s1.loss_cls: 0.0823, s1.acc: 94.2249, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1187, s2.loss_cls: 0.0403, s2.acc: 94.3424, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1666 +2025-06-25 05:21:15,099 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 2 days, 17:10:48, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1846, s0.acc: 93.7629, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2471, s1.loss_cls: 0.0852, s1.acc: 94.0301, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1214, s2.loss_cls: 0.0419, s2.acc: 93.9410, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0566, loss: 1.2109 +2025-06-25 05:22:05,741 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 2 days, 17:09:55, time: 1.013, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1787, s0.acc: 93.8628, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2395, s1.loss_cls: 0.0834, s1.acc: 94.1323, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1180, s2.loss_cls: 0.0398, s2.acc: 94.2233, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1676 +2025-06-25 05:22:53,759 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 2 days, 17:08:44, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1761, s0.acc: 94.0308, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2436, s1.loss_cls: 0.0814, s1.acc: 94.3366, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1212, s2.loss_cls: 0.0402, s2.acc: 94.2583, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0572, loss: 1.1680 +2025-06-25 05:23:41,722 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 2 days, 17:07:33, time: 0.960, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1750, s0.acc: 94.0139, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2421, s1.loss_cls: 0.0816, s1.acc: 94.2860, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1190, s2.loss_cls: 0.0396, s2.acc: 94.3274, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1608 +2025-06-25 05:24:47,204 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 2 days, 17:08:22, time: 1.310, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1707, s0.acc: 94.2263, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2404, s1.loss_cls: 0.0795, s1.acc: 94.4761, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1188, s2.loss_cls: 0.0385, s2.acc: 94.4199, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0561, loss: 1.1356 +2025-06-25 05:25:35,631 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 2 days, 17:07:14, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1783, s0.acc: 93.8918, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2387, s1.loss_cls: 0.0825, s1.acc: 94.2441, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1195, s2.loss_cls: 0.0398, s2.acc: 94.2525, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0564, loss: 1.1746 +2025-06-25 05:26:24,129 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 2 days, 17:06:07, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1895, s0.acc: 93.5452, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2439, s1.loss_cls: 0.0872, s1.acc: 93.8509, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1212, s2.loss_cls: 0.0423, s2.acc: 93.8192, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0562, loss: 1.2215 +2025-06-25 05:27:12,207 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 2 days, 17:04:57, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1728, s0.acc: 94.1111, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2294, s1.loss_cls: 0.0796, s1.acc: 94.4605, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1147, s2.loss_cls: 0.0383, s2.acc: 94.5064, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1276 +2025-06-25 05:27:59,656 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 2 days, 17:03:42, time: 0.949, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1704, s0.acc: 94.1548, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2364, s1.loss_cls: 0.0793, s1.acc: 94.4019, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1163, s2.loss_cls: 0.0390, s2.acc: 94.3702, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0547, loss: 1.1293 +2025-06-25 05:28:50,642 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 2 days, 17:02:52, time: 1.020, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1760, s0.acc: 93.8818, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2442, s1.loss_cls: 0.0825, s1.acc: 94.1331, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1209, s2.loss_cls: 0.0397, s2.acc: 94.1804, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0564, loss: 1.1766 +2025-06-25 05:29:38,878 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 2 days, 17:01:43, time: 0.965, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1747, s0.acc: 94.1992, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2349, s1.loss_cls: 0.0809, s1.acc: 94.4797, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1154, s2.loss_cls: 0.0388, s2.acc: 94.4924, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1392 +2025-06-25 05:30:26,613 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 2 days, 17:00:30, time: 0.955, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1818, s0.acc: 93.9150, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2454, s1.loss_cls: 0.0842, s1.acc: 94.2095, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1207, s2.loss_cls: 0.0404, s2.acc: 94.1890, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1747 +2025-06-25 05:31:29,817 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 2 days, 17:01:03, time: 1.263, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1845, s0.acc: 93.7583, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2433, s1.loss_cls: 0.0866, s1.acc: 94.0235, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1194, s2.loss_cls: 0.0418, s2.acc: 94.0395, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0559, loss: 1.1956 +2025-06-25 05:32:23,158 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 2 days, 17:00:28, time: 1.067, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1889, s0.acc: 93.6040, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2449, s1.loss_cls: 0.0882, s1.acc: 93.9043, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1199, s2.loss_cls: 0.0428, s2.acc: 93.8351, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0561, loss: 1.2059 +2025-06-25 05:33:11,660 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 2 days, 16:59:21, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1817, s0.acc: 93.8608, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2371, s1.loss_cls: 0.0839, s1.acc: 94.1732, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1155, s2.loss_cls: 0.0404, s2.acc: 94.1976, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1645 +2025-06-25 05:33:59,909 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 2 days, 16:58:12, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1901, s0.acc: 93.5989, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2468, s1.loss_cls: 0.0885, s1.acc: 93.8038, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1208, s2.loss_cls: 0.0427, s2.acc: 93.7959, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0566, loss: 1.2249 +2025-06-25 05:34:47,707 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 2 days, 16:57:00, time: 0.956, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1718, s0.acc: 94.2644, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2319, s1.loss_cls: 0.0783, s1.acc: 94.5776, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1150, s2.loss_cls: 0.0376, s2.acc: 94.6285, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.1177 +2025-06-25 05:35:35,835 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 2 days, 16:55:51, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1863, s0.acc: 93.7217, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2455, s1.loss_cls: 0.0869, s1.acc: 93.8888, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1209, s2.loss_cls: 0.0421, s2.acc: 93.9593, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0569, loss: 1.2033 +2025-06-25 05:36:25,882 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 2 days, 16:54:54, time: 1.000, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1638, s0.acc: 94.4141, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2406, s1.loss_cls: 0.0764, s1.acc: 94.5984, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1173, s2.loss_cls: 0.0372, s2.acc: 94.5771, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0552, loss: 1.1054 +2025-06-25 05:37:13,739 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 2 days, 16:53:43, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1705, s0.acc: 94.2119, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2365, s1.loss_cls: 0.0795, s1.acc: 94.5169, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1175, s2.loss_cls: 0.0387, s2.acc: 94.4520, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0557, loss: 1.1361 +2025-06-25 05:38:01,475 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 2 days, 16:52:31, time: 0.955, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1757, s0.acc: 93.9653, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2439, s1.loss_cls: 0.0823, s1.acc: 94.1751, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1207, s2.loss_cls: 0.0394, s2.acc: 94.2690, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0566, loss: 1.1655 +2025-06-25 05:39:05,806 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 2 days, 16:53:10, time: 1.287, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1731, s0.acc: 94.0891, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2375, s1.loss_cls: 0.0810, s1.acc: 94.3079, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1169, s2.loss_cls: 0.0391, s2.acc: 94.3379, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1541 +2025-06-25 05:39:53,756 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 2 days, 16:51:59, time: 0.959, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1768, s0.acc: 93.9529, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2367, s1.loss_cls: 0.0835, s1.acc: 94.1365, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1172, s2.loss_cls: 0.0407, s2.acc: 94.1481, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0551, loss: 1.1610 +2025-06-25 05:40:41,564 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 2 days, 16:50:47, time: 0.956, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1743, s0.acc: 94.0359, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2405, s1.loss_cls: 0.0806, s1.acc: 94.4132, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1186, s2.loss_cls: 0.0391, s2.acc: 94.3910, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0555, loss: 1.1493 +2025-06-25 05:41:29,824 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 2 days, 16:49:39, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1813, s0.acc: 93.9019, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2445, s1.loss_cls: 0.0847, s1.acc: 94.2211, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1203, s2.loss_cls: 0.0404, s2.acc: 94.2314, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0566, loss: 1.1770 +2025-06-25 05:42:17,527 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 2 days, 16:48:27, time: 0.954, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1691, s0.acc: 94.2000, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2351, s1.loss_cls: 0.0794, s1.acc: 94.3437, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1158, s2.loss_cls: 0.0388, s2.acc: 94.3227, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0542, loss: 1.1213 +2025-06-25 05:43:08,330 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 2 days, 16:47:36, time: 1.016, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1855, s0.acc: 93.7588, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2437, s1.loss_cls: 0.0862, s1.acc: 94.0698, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1201, s2.loss_cls: 0.0413, s2.acc: 94.1811, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0563, loss: 1.1934 +2025-06-25 05:43:56,424 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 2 days, 16:46:26, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1773, s0.acc: 93.8950, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2417, s1.loss_cls: 0.0830, s1.acc: 94.0920, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1190, s2.loss_cls: 0.0400, s2.acc: 94.0942, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0556, loss: 1.1725 +2025-06-25 05:44:44,746 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 2 days, 16:45:18, time: 0.967, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1868, s0.acc: 93.6116, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2432, s1.loss_cls: 0.0871, s1.acc: 93.7798, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1196, s2.loss_cls: 0.0417, s2.acc: 94.0146, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0567, loss: 1.2058 +2025-06-25 05:45:51,175 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 2 days, 16:46:10, time: 1.329, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1796, s0.acc: 93.8767, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2403, s1.loss_cls: 0.0826, s1.acc: 94.2329, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1179, s2.loss_cls: 0.0399, s2.acc: 94.3419, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1720 +2025-06-25 05:46:38,639 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 2 days, 16:44:56, time: 0.949, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1755, s0.acc: 94.0371, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2410, s1.loss_cls: 0.0798, s1.acc: 94.3910, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1195, s2.loss_cls: 0.0391, s2.acc: 94.3278, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0561, loss: 1.1598 +2025-06-25 05:47:26,303 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 2 days, 16:43:44, time: 0.953, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1791, s0.acc: 93.7971, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2402, s1.loss_cls: 0.0833, s1.acc: 94.0637, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1197, s2.loss_cls: 0.0408, s2.acc: 94.0168, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0563, loss: 1.1727 +2025-06-25 05:48:14,008 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 2 days, 16:42:32, time: 0.954, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1735, s0.acc: 94.0142, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2420, s1.loss_cls: 0.0803, s1.acc: 94.3414, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1182, s2.loss_cls: 0.0390, s2.acc: 94.3028, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0546, loss: 1.1547 +2025-06-25 05:49:02,369 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 2 days, 16:41:25, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1692, s0.acc: 94.1372, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2372, s1.loss_cls: 0.0793, s1.acc: 94.4031, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1181, s2.loss_cls: 0.0385, s2.acc: 94.4389, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0557, loss: 1.1466 +2025-06-25 05:49:52,997 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 2 days, 16:40:32, time: 1.013, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1761, s0.acc: 94.0325, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2382, s1.loss_cls: 0.0822, s1.acc: 94.3330, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1176, s2.loss_cls: 0.0399, s2.acc: 94.3273, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1514 +2025-06-25 05:50:41,111 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 2 days, 16:39:23, time: 0.962, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1737, s0.acc: 94.0044, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2393, s1.loss_cls: 0.0803, s1.acc: 94.2730, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1178, s2.loss_cls: 0.0387, s2.acc: 94.3853, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1628 +2025-06-25 05:51:29,289 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 2 days, 16:38:15, time: 0.964, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1792, s0.acc: 93.7971, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2468, s1.loss_cls: 0.0831, s1.acc: 94.1274, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1217, s2.loss_cls: 0.0400, s2.acc: 94.1351, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0572, loss: 1.1901 +2025-06-25 05:52:31,452 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 2 days, 16:38:37, time: 1.243, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1846, s0.acc: 93.8350, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2408, s1.loss_cls: 0.0862, s1.acc: 94.1064, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1182, s2.loss_cls: 0.0416, s2.acc: 94.1008, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1767 +2025-06-25 05:53:24,728 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 2 days, 16:38:02, time: 1.066, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1748, s0.acc: 94.0671, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2382, s1.loss_cls: 0.0818, s1.acc: 94.2811, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1188, s2.loss_cls: 0.0395, s2.acc: 94.3773, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0552, loss: 1.1529 +2025-06-25 05:54:12,662 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 2 days, 16:36:51, time: 0.959, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1705, s0.acc: 94.0737, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2360, s1.loss_cls: 0.0808, s1.acc: 94.2618, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1166, s2.loss_cls: 0.0394, s2.acc: 94.1760, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0550, loss: 1.1399 +2025-06-25 05:55:01,203 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 2 days, 16:35:45, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1803, s0.acc: 93.7922, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2383, s1.loss_cls: 0.0833, s1.acc: 94.0661, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1180, s2.loss_cls: 0.0402, s2.acc: 94.1069, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1743 +2025-06-25 05:55:49,655 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 2 days, 16:34:39, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1765, s0.acc: 93.9856, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2399, s1.loss_cls: 0.0825, s1.acc: 94.2186, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1195, s2.loss_cls: 0.0397, s2.acc: 94.2551, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1673 +2025-06-25 05:56:37,817 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 2 days, 16:33:30, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1761, s0.acc: 93.9470, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2455, s1.loss_cls: 0.0826, s1.acc: 94.1521, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1212, s2.loss_cls: 0.0408, s2.acc: 94.2119, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0566, loss: 1.1753 +2025-06-25 05:57:30,434 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 2 days, 16:32:50, time: 1.052, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1745, s0.acc: 94.0000, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2345, s1.loss_cls: 0.0802, s1.acc: 94.3419, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1157, s2.loss_cls: 0.0386, s2.acc: 94.3970, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1392 +2025-06-25 05:58:17,973 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 2 days, 16:31:38, time: 0.951, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1721, s0.acc: 94.2065, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2344, s1.loss_cls: 0.0803, s1.acc: 94.5117, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1160, s2.loss_cls: 0.0389, s2.acc: 94.5406, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0545, loss: 1.1242 +2025-06-25 05:59:09,933 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 2 days, 16:30:54, time: 1.039, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1840, s0.acc: 93.7117, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2396, s1.loss_cls: 0.0855, s1.acc: 93.9588, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1181, s2.loss_cls: 0.0415, s2.acc: 94.0890, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1845 +2025-06-25 06:00:13,975 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 2 days, 16:31:27, time: 1.281, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1879, s0.acc: 93.6179, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2404, s1.loss_cls: 0.0886, s1.acc: 93.7641, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1194, s2.loss_cls: 0.0435, s2.acc: 93.7710, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0557, loss: 1.2063 +2025-06-25 06:01:01,760 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 2 days, 16:30:16, time: 0.956, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1767, s0.acc: 94.0337, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2372, s1.loss_cls: 0.0827, s1.acc: 94.2709, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1176, s2.loss_cls: 0.0400, s2.acc: 94.2657, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1561 +2025-06-25 06:01:49,700 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 2 days, 16:29:07, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1735, s0.acc: 94.1533, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2415, s1.loss_cls: 0.0812, s1.acc: 94.3680, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1191, s2.loss_cls: 0.0397, s2.acc: 94.3637, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1539 +2025-06-25 06:02:38,107 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 2 days, 16:28:00, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1792, s0.acc: 94.0647, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2364, s1.loss_cls: 0.0848, s1.acc: 94.2720, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1173, s2.loss_cls: 0.0406, s2.acc: 94.2527, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1593 +2025-06-25 06:03:26,657 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 2 days, 16:26:54, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1848, s0.acc: 93.7278, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2389, s1.loss_cls: 0.0860, s1.acc: 93.9615, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1182, s2.loss_cls: 0.0417, s2.acc: 93.8637, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0547, loss: 1.1971 +2025-06-25 06:04:18,111 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 2 days, 16:26:07, time: 1.029, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1802, s0.acc: 93.9238, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2415, s1.loss_cls: 0.0841, s1.acc: 94.2312, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1193, s2.loss_cls: 0.0407, s2.acc: 94.1346, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1789 +2025-06-25 06:05:06,462 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 2 days, 16:25:00, time: 0.967, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1787, s0.acc: 94.0674, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2417, s1.loss_cls: 0.0839, s1.acc: 94.2853, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1188, s2.loss_cls: 0.0407, s2.acc: 94.3037, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0555, loss: 1.1645 +2025-06-25 06:05:54,994 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 2 days, 16:23:54, time: 0.970, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1809, s0.acc: 93.8809, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2364, s1.loss_cls: 0.0837, s1.acc: 94.1552, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1168, s2.loss_cls: 0.0405, s2.acc: 94.0914, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1747 +2025-06-25 06:06:59,054 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 2 days, 16:24:26, time: 1.281, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1629, s0.acc: 94.3423, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2326, s1.loss_cls: 0.0764, s1.acc: 94.6373, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1159, s2.loss_cls: 0.0377, s2.acc: 94.4699, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1101 +2025-06-25 06:07:46,791 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 2 days, 16:23:16, time: 0.955, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1776, s0.acc: 93.8962, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2410, s1.loss_cls: 0.0837, s1.acc: 94.0656, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1198, s2.loss_cls: 0.0406, s2.acc: 94.0776, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0565, loss: 1.1724 +2025-06-25 06:08:34,375 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 2 days, 16:22:04, time: 0.952, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1699, s0.acc: 94.2419, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2362, s1.loss_cls: 0.0791, s1.acc: 94.5014, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1159, s2.loss_cls: 0.0381, s2.acc: 94.4256, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0544, loss: 1.1204 +2025-06-25 06:09:22,058 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 2 days, 16:20:53, time: 0.954, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1800, s0.acc: 93.8386, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2413, s1.loss_cls: 0.0843, s1.acc: 93.9964, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1190, s2.loss_cls: 0.0411, s2.acc: 94.1138, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1791 +2025-06-25 06:10:09,959 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 2 days, 16:19:43, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1738, s0.acc: 94.0437, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2432, s1.loss_cls: 0.0814, s1.acc: 94.2797, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1205, s2.loss_cls: 0.0391, s2.acc: 94.4029, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0567, loss: 1.1527 +2025-06-25 06:11:02,427 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 2 days, 16:19:02, time: 1.049, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1699, s0.acc: 94.2832, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2352, s1.loss_cls: 0.0786, s1.acc: 94.5594, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1164, s2.loss_cls: 0.0378, s2.acc: 94.5816, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0545, loss: 1.1210 +2025-06-25 06:11:50,277 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 2 days, 16:17:52, time: 0.957, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1761, s0.acc: 94.0630, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2380, s1.loss_cls: 0.0812, s1.acc: 94.3602, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1175, s2.loss_cls: 0.0395, s2.acc: 94.3088, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1586 +2025-06-25 06:12:38,188 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 2 days, 16:16:43, time: 0.958, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1707, s0.acc: 94.1475, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2374, s1.loss_cls: 0.0800, s1.acc: 94.3917, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1175, s2.loss_cls: 0.0385, s2.acc: 94.4069, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0555, loss: 1.1475 +2025-06-25 06:13:39,908 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 2 days, 16:17:00, time: 1.235, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1655, s0.acc: 94.4717, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2351, s1.loss_cls: 0.0771, s1.acc: 94.6888, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1169, s2.loss_cls: 0.0374, s2.acc: 94.5742, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0549, loss: 1.1012 +2025-06-25 06:14:30,775 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 2 days, 16:16:08, time: 1.017, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1786, s0.acc: 93.9861, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2431, s1.loss_cls: 0.0842, s1.acc: 94.1891, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1194, s2.loss_cls: 0.0411, s2.acc: 94.0795, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0556, loss: 1.1738 +2025-06-25 06:15:18,511 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 2 days, 16:14:58, time: 0.955, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1696, s0.acc: 94.2390, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2398, s1.loss_cls: 0.0787, s1.acc: 94.5728, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1191, s2.loss_cls: 0.0374, s2.acc: 94.6862, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1378 +2025-06-25 06:15:56,339 - mmdet - INFO - Saving checkpoint at 5 epochs +2025-06-25 06:19:15,547 - mmdet - INFO - Evaluating bbox... +2025-06-25 06:19:47,229 - mmdet - INFO - Evaluating segm... +2025-06-25 06:20:25,038 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 06:20:25,038 - mmdet - INFO - Epoch(val) [5][7330] bbox_mAP: 0.4470, bbox_mAP_50: 0.6340, bbox_mAP_75: 0.4830, bbox_mAP_s: 0.2760, bbox_mAP_m: 0.4760, bbox_mAP_l: 0.6030, bbox_mAP_copypaste: 0.447 0.634 0.483 0.276 0.476 0.603, segm_mAP: 0.3860, segm_mAP_50: 0.6050, segm_mAP_75: 0.4160, segm_mAP_s: 0.2180, segm_mAP_m: 0.4150, segm_mAP_l: 0.5420, segm_mAP_copypaste: 0.386 0.605 0.416 0.218 0.415 0.542 +2025-06-25 06:22:35,968 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 2 days, 16:18:43, time: 2.618, data_time: 1.572, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1784, s0.acc: 93.8250, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2389, s1.loss_cls: 0.0820, s1.acc: 94.1428, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1178, s2.loss_cls: 0.0399, s2.acc: 94.1395, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1696 +2025-06-25 06:23:29,406 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 2 days, 16:18:07, time: 1.069, data_time: 0.038, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1785, s0.acc: 93.8340, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2436, s1.loss_cls: 0.0829, s1.acc: 94.0531, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1205, s2.loss_cls: 0.0402, s2.acc: 94.1532, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0564, loss: 1.1906 +2025-06-25 06:24:21,903 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 2 days, 16:17:26, time: 1.050, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1721, s0.acc: 94.0862, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2327, s1.loss_cls: 0.0789, s1.acc: 94.4817, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1167, s2.loss_cls: 0.0381, s2.acc: 94.5006, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1359 +2025-06-25 06:25:19,002 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 2 days, 16:17:13, time: 1.142, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1745, s0.acc: 93.9778, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2385, s1.loss_cls: 0.0799, s1.acc: 94.2564, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1176, s2.loss_cls: 0.0389, s2.acc: 94.4115, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0549, loss: 1.1507 +2025-06-25 06:26:22,811 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 2 days, 16:17:40, time: 1.276, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1658, s0.acc: 94.3389, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2357, s1.loss_cls: 0.0760, s1.acc: 94.6324, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1156, s2.loss_cls: 0.0368, s2.acc: 94.7040, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.1194 +2025-06-25 06:27:12,736 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 2 days, 16:16:43, time: 0.999, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1728, s0.acc: 94.0657, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2378, s1.loss_cls: 0.0798, s1.acc: 94.3109, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1181, s2.loss_cls: 0.0383, s2.acc: 94.5382, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0552, loss: 1.1489 +2025-06-25 06:28:02,495 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 06:28:02,495 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 2 days, 16:15:44, time: 0.995, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1660, s0.acc: 94.1902, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2354, s1.loss_cls: 0.0772, s1.acc: 94.4240, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1176, s2.loss_cls: 0.0375, s2.acc: 94.3792, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1274 +2025-06-25 06:28:53,150 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 2 days, 16:14:51, time: 1.013, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1731, s0.acc: 93.9460, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2348, s1.loss_cls: 0.0808, s1.acc: 94.2378, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1164, s2.loss_cls: 0.0390, s2.acc: 94.3592, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1582 +2025-06-25 06:29:43,301 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 2 days, 16:13:55, time: 1.003, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1730, s0.acc: 94.0879, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2261, s1.loss_cls: 0.0799, s1.acc: 94.3111, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1117, s2.loss_cls: 0.0387, s2.acc: 94.3745, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.1258 +2025-06-25 06:30:32,303 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 2 days, 16:12:52, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1718, s0.acc: 94.1475, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2452, s1.loss_cls: 0.0795, s1.acc: 94.3613, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1211, s2.loss_cls: 0.0382, s2.acc: 94.3767, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0567, loss: 1.1568 +2025-06-25 06:31:21,898 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 2 days, 16:11:53, time: 0.992, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1680, s0.acc: 94.1428, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2343, s1.loss_cls: 0.0793, s1.acc: 94.3401, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1163, s2.loss_cls: 0.0385, s2.acc: 94.3019, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0550, loss: 1.1326 +2025-06-25 06:32:11,801 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 2 days, 16:10:55, time: 0.998, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1707, s0.acc: 94.0842, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2386, s1.loss_cls: 0.0798, s1.acc: 94.3139, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1187, s2.loss_cls: 0.0391, s2.acc: 94.1383, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0556, loss: 1.1527 +2025-06-25 06:33:23,281 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 2 days, 16:12:09, time: 1.430, data_time: 0.038, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1710, s0.acc: 94.1504, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2319, s1.loss_cls: 0.0775, s1.acc: 94.5353, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1149, s2.loss_cls: 0.0376, s2.acc: 94.5612, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1332 +2025-06-25 06:34:12,382 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 2 days, 16:11:06, time: 0.982, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1793, s0.acc: 93.7788, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2431, s1.loss_cls: 0.0832, s1.acc: 94.0322, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1203, s2.loss_cls: 0.0405, s2.acc: 94.0246, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.1848 +2025-06-25 06:35:01,200 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 2 days, 16:10:02, time: 0.976, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1729, s0.acc: 94.0720, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2336, s1.loss_cls: 0.0811, s1.acc: 94.3002, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1147, s2.loss_cls: 0.0389, s2.acc: 94.3309, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1355 +2025-06-25 06:35:51,037 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 2 days, 16:09:04, time: 0.997, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1710, s0.acc: 94.1436, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2386, s1.loss_cls: 0.0794, s1.acc: 94.3871, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1176, s2.loss_cls: 0.0383, s2.acc: 94.4329, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.1479 +2025-06-25 06:36:39,869 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 2 days, 16:08:00, time: 0.977, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1738, s0.acc: 94.0652, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2387, s1.loss_cls: 0.0808, s1.acc: 94.2977, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1178, s2.loss_cls: 0.0387, s2.acc: 94.3426, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0559, loss: 1.1525 +2025-06-25 06:37:29,007 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 2 days, 16:06:58, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1734, s0.acc: 93.9707, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2352, s1.loss_cls: 0.0800, s1.acc: 94.2997, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1169, s2.loss_cls: 0.0387, s2.acc: 94.4379, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1424 +2025-06-25 06:38:17,974 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 2 days, 16:05:55, time: 0.980, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1717, s0.acc: 94.1790, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2311, s1.loss_cls: 0.0790, s1.acc: 94.4603, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1161, s2.loss_cls: 0.0387, s2.acc: 94.5739, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.1227 +2025-06-25 06:39:07,225 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 2 days, 16:04:53, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1792, s0.acc: 93.7820, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2428, s1.loss_cls: 0.0834, s1.acc: 94.0414, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1195, s2.loss_cls: 0.0401, s2.acc: 94.1381, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1801 +2025-06-25 06:40:13,703 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 2 days, 16:05:35, time: 1.329, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1666, s0.acc: 94.1611, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2369, s1.loss_cls: 0.0774, s1.acc: 94.4237, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1160, s2.loss_cls: 0.0370, s2.acc: 94.5219, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0541, loss: 1.1168 +2025-06-25 06:41:05,013 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 2 days, 16:04:46, time: 1.026, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1836, s0.acc: 93.8193, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2411, s1.loss_cls: 0.0848, s1.acc: 94.2014, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1180, s2.loss_cls: 0.0408, s2.acc: 94.1828, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1728 +2025-06-25 06:41:53,269 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 2 days, 16:03:39, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1769, s0.acc: 94.0161, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2471, s1.loss_cls: 0.0819, s1.acc: 94.3075, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1208, s2.loss_cls: 0.0398, s2.acc: 94.3378, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0570, loss: 1.1810 +2025-06-25 06:42:41,495 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 2 days, 16:02:31, time: 0.965, data_time: 0.021, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1704, s0.acc: 94.1208, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2368, s1.loss_cls: 0.0794, s1.acc: 94.4008, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1172, s2.loss_cls: 0.0379, s2.acc: 94.4969, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0549, loss: 1.1384 +2025-06-25 06:43:29,905 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 2 days, 16:01:24, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1688, s0.acc: 94.2102, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2358, s1.loss_cls: 0.0783, s1.acc: 94.4687, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1163, s2.loss_cls: 0.0374, s2.acc: 94.6262, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0539, loss: 1.1191 +2025-06-25 06:44:18,546 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 2 days, 16:00:19, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1780, s0.acc: 93.8625, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2448, s1.loss_cls: 0.0825, s1.acc: 94.1973, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1202, s2.loss_cls: 0.0396, s2.acc: 94.1303, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0560, loss: 1.1819 +2025-06-25 06:45:07,137 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 06:45:07,137 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 2 days, 15:59:14, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1713, s0.acc: 94.0947, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2368, s1.loss_cls: 0.0786, s1.acc: 94.4359, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1172, s2.loss_cls: 0.0382, s2.acc: 94.4146, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0553, loss: 1.1492 +2025-06-25 06:45:55,648 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 2 days, 15:58:08, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1746, s0.acc: 94.0876, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2455, s1.loss_cls: 0.0802, s1.acc: 94.3932, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1213, s2.loss_cls: 0.0386, s2.acc: 94.4104, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0574, loss: 1.1658 +2025-06-25 06:46:49,696 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 2 days, 15:57:36, time: 1.081, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1813, s0.acc: 93.8835, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2421, s1.loss_cls: 0.0839, s1.acc: 94.1931, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1192, s2.loss_cls: 0.0403, s2.acc: 94.3255, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0557, loss: 1.1790 +2025-06-25 06:47:52,216 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 2 days, 15:57:53, time: 1.250, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1783, s0.acc: 93.9587, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2461, s1.loss_cls: 0.0822, s1.acc: 94.2216, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1212, s2.loss_cls: 0.0398, s2.acc: 94.2032, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0569, loss: 1.1725 +2025-06-25 06:48:40,405 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 2 days, 15:56:45, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1765, s0.acc: 94.0532, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2349, s1.loss_cls: 0.0811, s1.acc: 94.3651, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1170, s2.loss_cls: 0.0390, s2.acc: 94.4041, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1543 +2025-06-25 06:49:29,279 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 2 days, 15:55:42, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1787, s0.acc: 93.8640, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2472, s1.loss_cls: 0.0835, s1.acc: 94.1012, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1222, s2.loss_cls: 0.0409, s2.acc: 94.0889, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0572, loss: 1.1957 +2025-06-25 06:50:17,508 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 2 days, 15:54:34, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1736, s0.acc: 94.0122, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2406, s1.loss_cls: 0.0813, s1.acc: 94.2383, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1175, s2.loss_cls: 0.0396, s2.acc: 94.2475, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1592 +2025-06-25 06:51:05,851 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 2 days, 15:53:28, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1630, s0.acc: 94.3457, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2329, s1.loss_cls: 0.0747, s1.acc: 94.7023, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1156, s2.loss_cls: 0.0365, s2.acc: 94.6554, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.1121 +2025-06-25 06:51:53,463 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 2 days, 15:52:17, time: 0.952, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1735, s0.acc: 94.0759, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2393, s1.loss_cls: 0.0803, s1.acc: 94.3129, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1181, s2.loss_cls: 0.0388, s2.acc: 94.3280, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0550, loss: 1.1490 +2025-06-25 06:52:41,735 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 2 days, 15:51:10, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1661, s0.acc: 94.2346, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2340, s1.loss_cls: 0.0774, s1.acc: 94.5658, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1158, s2.loss_cls: 0.0374, s2.acc: 94.5128, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0549, loss: 1.1204 +2025-06-25 06:53:30,291 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 2 days, 15:50:05, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1687, s0.acc: 94.2239, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2381, s1.loss_cls: 0.0783, s1.acc: 94.4759, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1179, s2.loss_cls: 0.0385, s2.acc: 94.3786, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0558, loss: 1.1301 +2025-06-25 06:54:36,674 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 2 days, 15:50:44, time: 1.328, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1783, s0.acc: 93.8103, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2378, s1.loss_cls: 0.0834, s1.acc: 94.0510, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1182, s2.loss_cls: 0.0406, s2.acc: 93.9962, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0554, loss: 1.1787 +2025-06-25 06:55:25,136 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 2 days, 15:49:38, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1705, s0.acc: 94.0955, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2340, s1.loss_cls: 0.0796, s1.acc: 94.3617, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1164, s2.loss_cls: 0.0384, s2.acc: 94.4146, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1349 +2025-06-25 06:56:12,862 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 2 days, 15:48:28, time: 0.955, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1698, s0.acc: 94.2473, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2390, s1.loss_cls: 0.0784, s1.acc: 94.5391, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1193, s2.loss_cls: 0.0382, s2.acc: 94.4190, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0560, loss: 1.1458 +2025-06-25 06:57:00,976 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 2 days, 15:47:20, time: 0.962, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1765, s0.acc: 94.0039, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2418, s1.loss_cls: 0.0814, s1.acc: 94.3327, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1197, s2.loss_cls: 0.0388, s2.acc: 94.4323, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0561, loss: 1.1570 +2025-06-25 06:57:49,490 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 2 days, 15:46:15, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1737, s0.acc: 94.0569, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2363, s1.loss_cls: 0.0806, s1.acc: 94.3325, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1173, s2.loss_cls: 0.0387, s2.acc: 94.4548, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0551, loss: 1.1362 +2025-06-25 06:58:37,750 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 2 days, 15:45:08, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1732, s0.acc: 94.0959, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2433, s1.loss_cls: 0.0805, s1.acc: 94.3618, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1194, s2.loss_cls: 0.0389, s2.acc: 94.3792, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0558, loss: 1.1554 +2025-06-25 06:59:25,598 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 2 days, 15:43:59, time: 0.957, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1629, s0.acc: 94.3972, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2377, s1.loss_cls: 0.0749, s1.acc: 94.7496, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1170, s2.loss_cls: 0.0363, s2.acc: 94.7577, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1214 +2025-06-25 07:00:14,694 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 2 days, 15:42:57, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1830, s0.acc: 93.6594, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2425, s1.loss_cls: 0.0845, s1.acc: 94.0052, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1194, s2.loss_cls: 0.0405, s2.acc: 94.2337, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0562, loss: 1.1939 +2025-06-25 07:01:23,132 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 2 days, 15:43:47, time: 1.369, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1695, s0.acc: 94.0850, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2432, s1.loss_cls: 0.0779, s1.acc: 94.4533, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1190, s2.loss_cls: 0.0374, s2.acc: 94.6222, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0558, loss: 1.1457 +2025-06-25 07:02:11,517 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 07:02:11,517 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 2 days, 15:42:41, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1686, s0.acc: 94.1592, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2317, s1.loss_cls: 0.0780, s1.acc: 94.4979, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1157, s2.loss_cls: 0.0374, s2.acc: 94.5788, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0542, loss: 1.1306 +2025-06-25 07:02:59,328 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 2 days, 15:41:31, time: 0.956, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1713, s0.acc: 94.1921, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2328, s1.loss_cls: 0.0789, s1.acc: 94.5287, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1162, s2.loss_cls: 0.0379, s2.acc: 94.5918, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0547, loss: 1.1291 +2025-06-25 07:03:47,622 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 2 days, 15:40:25, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1719, s0.acc: 94.1477, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2376, s1.loss_cls: 0.0784, s1.acc: 94.5100, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1174, s2.loss_cls: 0.0374, s2.acc: 94.5809, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0552, loss: 1.1475 +2025-06-25 07:04:36,313 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 2 days, 15:39:21, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1739, s0.acc: 93.9536, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2434, s1.loss_cls: 0.0820, s1.acc: 94.0837, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1197, s2.loss_cls: 0.0394, s2.acc: 94.1421, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0561, loss: 1.1729 +2025-06-25 07:05:24,519 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 2 days, 15:38:14, time: 0.964, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1674, s0.acc: 94.2576, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2349, s1.loss_cls: 0.0778, s1.acc: 94.4762, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1152, s2.loss_cls: 0.0377, s2.acc: 94.4727, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.1179 +2025-06-25 07:06:12,254 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 2 days, 15:37:04, time: 0.955, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1751, s0.acc: 94.0354, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2399, s1.loss_cls: 0.0808, s1.acc: 94.4052, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1190, s2.loss_cls: 0.0391, s2.acc: 94.4519, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0555, loss: 1.1585 +2025-06-25 07:07:00,365 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 2 days, 15:35:57, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1758, s0.acc: 94.0483, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2449, s1.loss_cls: 0.0819, s1.acc: 94.3440, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1206, s2.loss_cls: 0.0392, s2.acc: 94.4694, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0562, loss: 1.1591 +2025-06-25 07:07:56,739 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 2 days, 15:35:37, time: 1.127, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1802, s0.acc: 93.7991, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2367, s1.loss_cls: 0.0830, s1.acc: 94.1025, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1160, s2.loss_cls: 0.0405, s2.acc: 93.9720, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1745 +2025-06-25 07:08:57,380 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 2 days, 15:35:41, time: 1.213, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1681, s0.acc: 94.2395, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2336, s1.loss_cls: 0.0774, s1.acc: 94.5531, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1165, s2.loss_cls: 0.0375, s2.acc: 94.6093, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1239 +2025-06-25 07:09:45,322 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 2 days, 15:34:32, time: 0.959, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1646, s0.acc: 94.3472, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2271, s1.loss_cls: 0.0775, s1.acc: 94.4527, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1141, s2.loss_cls: 0.0381, s2.acc: 94.4908, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0980 +2025-06-25 07:10:33,343 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 2 days, 15:33:24, time: 0.961, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1762, s0.acc: 93.9470, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2410, s1.loss_cls: 0.0826, s1.acc: 94.2126, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1185, s2.loss_cls: 0.0397, s2.acc: 94.2157, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1638 +2025-06-25 07:11:21,809 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 2 days, 15:32:19, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1773, s0.acc: 93.9341, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2424, s1.loss_cls: 0.0815, s1.acc: 94.2420, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1191, s2.loss_cls: 0.0388, s2.acc: 94.3113, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0558, loss: 1.1720 +2025-06-25 07:12:10,305 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 2 days, 15:31:14, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1807, s0.acc: 93.8013, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2353, s1.loss_cls: 0.0837, s1.acc: 94.1059, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1162, s2.loss_cls: 0.0406, s2.acc: 94.0703, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1685 +2025-06-25 07:12:58,475 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 2 days, 15:30:07, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1708, s0.acc: 94.1301, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2347, s1.loss_cls: 0.0791, s1.acc: 94.4304, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1164, s2.loss_cls: 0.0379, s2.acc: 94.5284, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1352 +2025-06-25 07:13:46,791 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 2 days, 15:29:01, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1805, s0.acc: 93.7976, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2401, s1.loss_cls: 0.0841, s1.acc: 94.0369, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1183, s2.loss_cls: 0.0408, s2.acc: 93.9824, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1745 +2025-06-25 07:14:35,366 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 2 days, 15:27:57, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1832, s0.acc: 93.8467, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2389, s1.loss_cls: 0.0840, s1.acc: 94.1581, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1188, s2.loss_cls: 0.0403, s2.acc: 94.2370, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1818 +2025-06-25 07:15:38,545 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 2 days, 15:28:15, time: 1.264, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1906, s0.acc: 93.5554, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2439, s1.loss_cls: 0.0881, s1.acc: 93.8762, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1213, s2.loss_cls: 0.0423, s2.acc: 93.9414, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0570, loss: 1.2119 +2025-06-25 07:16:27,143 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 2 days, 15:27:10, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1734, s0.acc: 94.1750, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2310, s1.loss_cls: 0.0795, s1.acc: 94.4931, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1143, s2.loss_cls: 0.0384, s2.acc: 94.5485, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.1247 +2025-06-25 07:17:16,199 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 2 days, 15:26:08, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1742, s0.acc: 93.9895, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2331, s1.loss_cls: 0.0800, s1.acc: 94.3205, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1163, s2.loss_cls: 0.0388, s2.acc: 94.3792, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1462 +2025-06-25 07:18:04,812 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 2 days, 15:25:04, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1819, s0.acc: 93.8235, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2433, s1.loss_cls: 0.0849, s1.acc: 94.0920, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1198, s2.loss_cls: 0.0407, s2.acc: 94.1328, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0557, loss: 1.1859 +2025-06-25 07:18:53,174 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 07:18:53,174 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 2 days, 15:23:58, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1788, s0.acc: 93.9756, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2376, s1.loss_cls: 0.0830, s1.acc: 94.1254, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1175, s2.loss_cls: 0.0402, s2.acc: 94.2863, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1545 +2025-06-25 07:19:41,886 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 2 days, 15:22:55, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1833, s0.acc: 93.7788, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2396, s1.loss_cls: 0.0838, s1.acc: 94.1429, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1178, s2.loss_cls: 0.0407, s2.acc: 94.1642, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0554, loss: 1.1831 +2025-06-25 07:20:30,689 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 2 days, 15:21:52, time: 0.976, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1787, s0.acc: 93.8877, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2415, s1.loss_cls: 0.0834, s1.acc: 94.1662, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1194, s2.loss_cls: 0.0405, s2.acc: 94.0691, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0560, loss: 1.1718 +2025-06-25 07:21:19,020 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 2 days, 15:20:46, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1783, s0.acc: 93.9006, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2432, s1.loss_cls: 0.0829, s1.acc: 94.1308, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1198, s2.loss_cls: 0.0401, s2.acc: 94.2365, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0565, loss: 1.1691 +2025-06-25 07:22:21,542 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 2 days, 15:20:59, time: 1.251, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1720, s0.acc: 94.1926, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2379, s1.loss_cls: 0.0799, s1.acc: 94.4358, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1182, s2.loss_cls: 0.0391, s2.acc: 94.3760, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0556, loss: 1.1348 +2025-06-25 07:23:09,879 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 2 days, 15:19:54, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1807, s0.acc: 93.7974, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2421, s1.loss_cls: 0.0842, s1.acc: 94.1126, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1194, s2.loss_cls: 0.0411, s2.acc: 94.1909, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0555, loss: 1.1930 +2025-06-25 07:23:58,428 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 2 days, 15:18:49, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1636, s0.acc: 94.3135, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2379, s1.loss_cls: 0.0760, s1.acc: 94.6653, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1174, s2.loss_cls: 0.0370, s2.acc: 94.6340, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1234 +2025-06-25 07:24:47,049 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 2 days, 15:17:45, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1737, s0.acc: 93.9390, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2356, s1.loss_cls: 0.0817, s1.acc: 94.1861, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1167, s2.loss_cls: 0.0400, s2.acc: 94.1999, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0549, loss: 1.1541 +2025-06-25 07:25:35,971 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 2 days, 15:16:43, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1814, s0.acc: 93.8230, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2407, s1.loss_cls: 0.0840, s1.acc: 94.1210, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1218, s2.loss_cls: 0.0403, s2.acc: 94.1683, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0572, loss: 1.1881 +2025-06-25 07:26:24,545 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 2 days, 15:15:39, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1792, s0.acc: 93.8972, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2390, s1.loss_cls: 0.0831, s1.acc: 94.1498, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1175, s2.loss_cls: 0.0403, s2.acc: 94.2601, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0550, loss: 1.1755 +2025-06-25 07:27:13,050 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 2 days, 15:14:34, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1719, s0.acc: 94.0317, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2416, s1.loss_cls: 0.0801, s1.acc: 94.2627, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1187, s2.loss_cls: 0.0387, s2.acc: 94.4025, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1534 +2025-06-25 07:28:01,501 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 2 days, 15:13:29, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1730, s0.acc: 94.0688, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2385, s1.loss_cls: 0.0798, s1.acc: 94.4718, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1163, s2.loss_cls: 0.0387, s2.acc: 94.4180, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1509 +2025-06-25 07:29:00,474 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 2 days, 15:13:23, time: 1.179, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1739, s0.acc: 94.0542, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2376, s1.loss_cls: 0.0802, s1.acc: 94.3081, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1169, s2.loss_cls: 0.0390, s2.acc: 94.3572, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.1441 +2025-06-25 07:29:59,375 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 2 days, 15:13:15, time: 1.178, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1787, s0.acc: 93.7241, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2420, s1.loss_cls: 0.0835, s1.acc: 93.9578, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1200, s2.loss_cls: 0.0405, s2.acc: 93.9495, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0568, loss: 1.1955 +2025-06-25 07:30:47,482 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 2 days, 15:12:08, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1747, s0.acc: 93.8999, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2408, s1.loss_cls: 0.0811, s1.acc: 94.1300, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1202, s2.loss_cls: 0.0397, s2.acc: 94.0965, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0561, loss: 1.1681 +2025-06-25 07:31:36,060 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 2 days, 15:11:04, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1763, s0.acc: 93.9343, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2424, s1.loss_cls: 0.0818, s1.acc: 94.2545, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1189, s2.loss_cls: 0.0398, s2.acc: 94.2706, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0557, loss: 1.1709 +2025-06-25 07:32:24,299 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 2 days, 15:09:58, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1660, s0.acc: 94.2788, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2336, s1.loss_cls: 0.0778, s1.acc: 94.5223, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1165, s2.loss_cls: 0.0381, s2.acc: 94.4828, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1280 +2025-06-25 07:33:12,151 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 2 days, 15:08:50, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1654, s0.acc: 94.3508, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2380, s1.loss_cls: 0.0764, s1.acc: 94.6710, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1183, s2.loss_cls: 0.0370, s2.acc: 94.6500, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0556, loss: 1.1204 +2025-06-25 07:34:00,286 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 2 days, 15:07:44, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1780, s0.acc: 93.9370, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2419, s1.loss_cls: 0.0818, s1.acc: 94.3007, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1206, s2.loss_cls: 0.0400, s2.acc: 94.3601, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0568, loss: 1.1728 +2025-06-25 07:34:49,201 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 2 days, 15:06:42, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1860, s0.acc: 93.6672, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2406, s1.loss_cls: 0.0856, s1.acc: 93.9288, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1167, s2.loss_cls: 0.0411, s2.acc: 94.0186, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1868 +2025-06-25 07:35:37,584 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 07:35:37,584 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 2 days, 15:05:37, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1755, s0.acc: 93.9377, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2383, s1.loss_cls: 0.0818, s1.acc: 94.2032, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1183, s2.loss_cls: 0.0400, s2.acc: 94.1896, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0559, loss: 1.1718 +2025-06-25 07:36:45,792 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 2 days, 15:06:20, time: 1.364, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1747, s0.acc: 94.1375, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2381, s1.loss_cls: 0.0814, s1.acc: 94.4130, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1178, s2.loss_cls: 0.0393, s2.acc: 94.4464, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0552, loss: 1.1437 +2025-06-25 07:37:34,413 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 2 days, 15:05:16, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1824, s0.acc: 93.7305, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2467, s1.loss_cls: 0.0854, s1.acc: 93.9528, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1206, s2.loss_cls: 0.0408, s2.acc: 94.0785, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0565, loss: 1.1925 +2025-06-25 07:38:22,533 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 2 days, 15:04:10, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1765, s0.acc: 94.0117, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2419, s1.loss_cls: 0.0813, s1.acc: 94.3489, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1198, s2.loss_cls: 0.0384, s2.acc: 94.5673, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0563, loss: 1.1567 +2025-06-25 07:39:10,404 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 2 days, 15:03:02, time: 0.958, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1657, s0.acc: 94.3586, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2367, s1.loss_cls: 0.0764, s1.acc: 94.6640, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1175, s2.loss_cls: 0.0372, s2.acc: 94.6722, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0556, loss: 1.1165 +2025-06-25 07:39:58,401 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 2 days, 15:01:55, time: 0.960, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1789, s0.acc: 93.9651, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2406, s1.loss_cls: 0.0836, s1.acc: 94.1356, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1189, s2.loss_cls: 0.0405, s2.acc: 94.1115, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0557, loss: 1.1638 +2025-06-25 07:40:46,855 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 2 days, 15:00:50, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1750, s0.acc: 93.9292, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2366, s1.loss_cls: 0.0820, s1.acc: 94.1426, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1159, s2.loss_cls: 0.0398, s2.acc: 94.1691, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0543, loss: 1.1526 +2025-06-25 07:41:34,929 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 2 days, 14:59:44, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1715, s0.acc: 94.2708, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2325, s1.loss_cls: 0.0795, s1.acc: 94.4935, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1157, s2.loss_cls: 0.0385, s2.acc: 94.5475, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1315 +2025-06-25 07:42:23,395 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 2 days, 14:58:40, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1752, s0.acc: 94.0981, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2359, s1.loss_cls: 0.0811, s1.acc: 94.3494, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1169, s2.loss_cls: 0.0397, s2.acc: 94.3445, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1515 +2025-06-25 07:43:32,884 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 2 days, 14:59:28, time: 1.390, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1771, s0.acc: 93.9893, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2342, s1.loss_cls: 0.0820, s1.acc: 94.3061, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1167, s2.loss_cls: 0.0396, s2.acc: 94.2707, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1595 +2025-06-25 07:44:20,880 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 2 days, 14:58:21, time: 0.959, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1807, s0.acc: 93.9292, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2357, s1.loss_cls: 0.0841, s1.acc: 94.1826, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1164, s2.loss_cls: 0.0406, s2.acc: 94.2220, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1598 +2025-06-25 07:45:09,711 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 2 days, 14:57:19, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1885, s0.acc: 93.6150, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2374, s1.loss_cls: 0.0863, s1.acc: 93.9731, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1166, s2.loss_cls: 0.0412, s2.acc: 94.0814, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1929 +2025-06-25 07:45:57,998 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 2 days, 14:56:13, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1691, s0.acc: 94.2590, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2336, s1.loss_cls: 0.0776, s1.acc: 94.5266, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1159, s2.loss_cls: 0.0378, s2.acc: 94.6665, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0543, loss: 1.1175 +2025-06-25 07:46:45,958 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 2 days, 14:55:06, time: 0.959, data_time: 0.022, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1703, s0.acc: 94.1519, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2414, s1.loss_cls: 0.0786, s1.acc: 94.4593, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1204, s2.loss_cls: 0.0383, s2.acc: 94.3918, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0566, loss: 1.1473 +2025-06-25 07:47:34,047 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 2 days, 14:54:00, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1732, s0.acc: 94.0437, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2418, s1.loss_cls: 0.0804, s1.acc: 94.3434, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1203, s2.loss_cls: 0.0384, s2.acc: 94.4437, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0567, loss: 1.1647 +2025-06-25 07:48:22,581 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 2 days, 14:52:56, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1833, s0.acc: 93.7300, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2449, s1.loss_cls: 0.0845, s1.acc: 94.0633, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1201, s2.loss_cls: 0.0409, s2.acc: 94.0799, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0561, loss: 1.1824 +2025-06-25 07:49:11,231 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 2 days, 14:51:53, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1787, s0.acc: 93.9033, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2447, s1.loss_cls: 0.0836, s1.acc: 94.1405, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1203, s2.loss_cls: 0.0405, s2.acc: 94.0497, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.1881 +2025-06-25 07:50:08,920 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 2 days, 14:51:38, time: 1.154, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1850, s0.acc: 93.6729, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2382, s1.loss_cls: 0.0855, s1.acc: 94.0066, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1173, s2.loss_cls: 0.0412, s2.acc: 94.1044, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1821 +2025-06-25 07:51:04,683 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 2 days, 14:51:12, time: 1.115, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1732, s0.acc: 93.9661, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2409, s1.loss_cls: 0.0811, s1.acc: 94.2499, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1189, s2.loss_cls: 0.0392, s2.acc: 94.2071, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0556, loss: 1.1518 +2025-06-25 07:51:53,448 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 2 days, 14:50:10, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1918, s0.acc: 93.5886, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2409, s1.loss_cls: 0.0891, s1.acc: 93.7745, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1188, s2.loss_cls: 0.0422, s2.acc: 93.9780, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0556, loss: 1.2125 +2025-06-25 07:52:41,708 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 07:52:41,709 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 2 days, 14:49:04, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1752, s0.acc: 93.9871, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2375, s1.loss_cls: 0.0807, s1.acc: 94.2252, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1182, s2.loss_cls: 0.0389, s2.acc: 94.2713, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0551, loss: 1.1572 +2025-06-25 07:53:29,731 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 2 days, 14:47:58, time: 0.960, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1686, s0.acc: 94.2290, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2418, s1.loss_cls: 0.0792, s1.acc: 94.4512, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1200, s2.loss_cls: 0.0384, s2.acc: 94.4564, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0561, loss: 1.1388 +2025-06-25 07:54:17,761 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 2 days, 14:46:52, time: 0.961, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1819, s0.acc: 93.8279, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2462, s1.loss_cls: 0.0842, s1.acc: 94.1384, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1212, s2.loss_cls: 0.0405, s2.acc: 94.1953, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0566, loss: 1.1992 +2025-06-25 07:55:05,617 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 2 days, 14:45:44, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1688, s0.acc: 94.1216, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2315, s1.loss_cls: 0.0790, s1.acc: 94.3327, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1150, s2.loss_cls: 0.0384, s2.acc: 94.3814, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0536, loss: 1.1225 +2025-06-25 07:55:53,507 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 2 days, 14:44:37, time: 0.958, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1769, s0.acc: 93.8770, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2434, s1.loss_cls: 0.0839, s1.acc: 94.0413, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1195, s2.loss_cls: 0.0409, s2.acc: 94.0358, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0562, loss: 1.1779 +2025-06-25 07:56:41,822 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 2 days, 14:43:33, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1675, s0.acc: 94.2092, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2437, s1.loss_cls: 0.0781, s1.acc: 94.4364, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1197, s2.loss_cls: 0.0377, s2.acc: 94.4954, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.1390 +2025-06-25 07:57:49,343 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 2 days, 14:44:08, time: 1.350, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1727, s0.acc: 94.0293, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2387, s1.loss_cls: 0.0804, s1.acc: 94.3703, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1183, s2.loss_cls: 0.0395, s2.acc: 94.2057, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0558, loss: 1.1619 +2025-06-25 07:58:37,892 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 2 days, 14:43:05, time: 0.971, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1708, s0.acc: 94.0342, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2341, s1.loss_cls: 0.0797, s1.acc: 94.2913, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1164, s2.loss_cls: 0.0384, s2.acc: 94.3999, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0548, loss: 1.1299 +2025-06-25 07:59:25,983 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 2 days, 14:41:59, time: 0.962, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1695, s0.acc: 94.2410, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2377, s1.loss_cls: 0.0793, s1.acc: 94.4397, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1181, s2.loss_cls: 0.0386, s2.acc: 94.3824, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0551, loss: 1.1391 +2025-06-25 08:00:14,411 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 2 days, 14:40:55, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1699, s0.acc: 94.1631, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2368, s1.loss_cls: 0.0784, s1.acc: 94.4753, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1165, s2.loss_cls: 0.0383, s2.acc: 94.4314, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1318 +2025-06-25 08:01:02,545 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 2 days, 14:39:49, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1666, s0.acc: 94.2742, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2339, s1.loss_cls: 0.0774, s1.acc: 94.5655, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1166, s2.loss_cls: 0.0370, s2.acc: 94.6354, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0550, loss: 1.1172 +2025-06-25 08:01:50,422 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 2 days, 14:38:42, time: 0.958, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1740, s0.acc: 94.1660, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2349, s1.loss_cls: 0.0804, s1.acc: 94.4287, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0388, s2.acc: 94.4388, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1423 +2025-06-25 08:02:38,656 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 2 days, 14:37:37, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1804, s0.acc: 93.8501, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2476, s1.loss_cls: 0.0834, s1.acc: 94.1716, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1231, s2.loss_cls: 0.0406, s2.acc: 94.2193, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0574, loss: 1.1868 +2025-06-25 08:03:26,706 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 2 days, 14:36:31, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1741, s0.acc: 93.9854, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2336, s1.loss_cls: 0.0804, s1.acc: 94.3399, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1158, s2.loss_cls: 0.0387, s2.acc: 94.4285, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0546, loss: 1.1418 +2025-06-25 08:04:33,203 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 2 days, 14:37:01, time: 1.330, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1745, s0.acc: 94.0474, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2411, s1.loss_cls: 0.0812, s1.acc: 94.3115, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1180, s2.loss_cls: 0.0394, s2.acc: 94.3308, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1671 +2025-06-25 08:05:21,596 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 2 days, 14:35:56, time: 0.968, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1756, s0.acc: 93.9412, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2409, s1.loss_cls: 0.0810, s1.acc: 94.1981, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1191, s2.loss_cls: 0.0389, s2.acc: 94.3033, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0559, loss: 1.1637 +2025-06-25 08:06:09,503 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 2 days, 14:34:50, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1716, s0.acc: 94.1035, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2367, s1.loss_cls: 0.0796, s1.acc: 94.4415, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1160, s2.loss_cls: 0.0376, s2.acc: 94.6695, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1353 +2025-06-25 08:06:57,576 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 2 days, 14:33:44, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1690, s0.acc: 94.3069, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2377, s1.loss_cls: 0.0776, s1.acc: 94.6304, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1169, s2.loss_cls: 0.0376, s2.acc: 94.6237, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0552, loss: 1.1240 +2025-06-25 08:07:46,320 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 2 days, 14:32:42, time: 0.975, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1748, s0.acc: 93.9414, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2394, s1.loss_cls: 0.0808, s1.acc: 94.2399, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1192, s2.loss_cls: 0.0397, s2.acc: 94.1899, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0562, loss: 1.1687 +2025-06-25 08:08:34,363 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 2 days, 14:31:36, time: 0.961, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1772, s0.acc: 93.9402, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2440, s1.loss_cls: 0.0807, s1.acc: 94.3239, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1198, s2.loss_cls: 0.0394, s2.acc: 94.4496, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0561, loss: 1.1654 +2025-06-25 08:09:21,989 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 08:09:21,989 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 2 days, 14:30:28, time: 0.953, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1657, s0.acc: 94.2991, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2445, s1.loss_cls: 0.0775, s1.acc: 94.5655, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1202, s2.loss_cls: 0.0374, s2.acc: 94.6679, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0564, loss: 1.1333 +2025-06-25 08:10:10,470 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 2 days, 14:29:24, time: 0.970, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1760, s0.acc: 93.8416, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2408, s1.loss_cls: 0.0820, s1.acc: 94.0844, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1190, s2.loss_cls: 0.0399, s2.acc: 94.1086, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0555, loss: 1.1768 +2025-06-25 08:11:11,548 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 2 days, 14:29:25, time: 1.222, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1769, s0.acc: 93.9167, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2351, s1.loss_cls: 0.0829, s1.acc: 94.1687, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1173, s2.loss_cls: 0.0404, s2.acc: 94.2356, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0553, loss: 1.1672 +2025-06-25 08:12:06,423 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 2 days, 14:28:54, time: 1.097, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1775, s0.acc: 93.9341, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2376, s1.loss_cls: 0.0818, s1.acc: 94.3061, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1186, s2.loss_cls: 0.0400, s2.acc: 94.2700, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1711 +2025-06-25 08:12:54,912 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 2 days, 14:27:51, time: 0.970, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1699, s0.acc: 94.2249, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2286, s1.loss_cls: 0.0781, s1.acc: 94.5537, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1143, s2.loss_cls: 0.0385, s2.acc: 94.4948, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1222 +2025-06-25 08:13:43,443 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 2 days, 14:26:47, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1757, s0.acc: 93.8887, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2360, s1.loss_cls: 0.0828, s1.acc: 94.0016, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1166, s2.loss_cls: 0.0399, s2.acc: 94.1024, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1564 +2025-06-25 08:14:31,514 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 2 days, 14:25:42, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1794, s0.acc: 93.8828, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2387, s1.loss_cls: 0.0842, s1.acc: 94.1055, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1180, s2.loss_cls: 0.0407, s2.acc: 94.1707, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0552, loss: 1.1719 +2025-06-25 08:15:20,072 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 2 days, 14:24:39, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1806, s0.acc: 93.8691, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2425, s1.loss_cls: 0.0830, s1.acc: 94.2482, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1195, s2.loss_cls: 0.0399, s2.acc: 94.3038, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1867 +2025-06-25 08:16:08,132 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 2 days, 14:23:33, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1668, s0.acc: 94.3179, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2344, s1.loss_cls: 0.0775, s1.acc: 94.5934, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1163, s2.loss_cls: 0.0376, s2.acc: 94.6245, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1342 +2025-06-25 08:16:56,073 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 2 days, 14:22:27, time: 0.958, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1772, s0.acc: 93.9531, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2418, s1.loss_cls: 0.0822, s1.acc: 94.2251, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1195, s2.loss_cls: 0.0400, s2.acc: 94.2896, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1706 +2025-06-25 08:17:46,927 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 2 days, 14:21:36, time: 1.018, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1670, s0.acc: 94.2429, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2331, s1.loss_cls: 0.0767, s1.acc: 94.6045, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.5436, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1318 +2025-06-25 08:18:55,540 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 2 days, 14:22:14, time: 1.372, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1791, s0.acc: 93.8687, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2371, s1.loss_cls: 0.0827, s1.acc: 94.1467, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1173, s2.loss_cls: 0.0404, s2.acc: 94.1636, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0555, loss: 1.1718 +2025-06-25 08:19:43,888 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 2 days, 14:21:10, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1696, s0.acc: 94.1213, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2337, s1.loss_cls: 0.0791, s1.acc: 94.3950, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1163, s2.loss_cls: 0.0383, s2.acc: 94.4632, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0546, loss: 1.1310 +2025-06-25 08:20:32,637 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 2 days, 14:20:08, time: 0.975, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1771, s0.acc: 93.9558, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2406, s1.loss_cls: 0.0816, s1.acc: 94.1969, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1179, s2.loss_cls: 0.0395, s2.acc: 94.2672, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1552 +2025-06-25 08:21:20,765 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 2 days, 14:19:03, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1748, s0.acc: 94.0334, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2366, s1.loss_cls: 0.0804, s1.acc: 94.3653, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1174, s2.loss_cls: 0.0388, s2.acc: 94.3593, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0550, loss: 1.1479 +2025-06-25 08:22:08,971 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 2 days, 14:17:58, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1756, s0.acc: 94.0491, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2425, s1.loss_cls: 0.0831, s1.acc: 94.1885, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1201, s2.loss_cls: 0.0403, s2.acc: 94.1925, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.1657 +2025-06-25 08:22:57,548 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 2 days, 14:16:55, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1855, s0.acc: 93.7168, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2446, s1.loss_cls: 0.0857, s1.acc: 93.9829, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1197, s2.loss_cls: 0.0412, s2.acc: 94.0264, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.2038 +2025-06-25 08:23:45,900 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 2 days, 14:15:52, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1760, s0.acc: 93.9663, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2351, s1.loss_cls: 0.0816, s1.acc: 94.3482, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1159, s2.loss_cls: 0.0392, s2.acc: 94.3192, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0542, loss: 1.1573 +2025-06-25 08:24:33,872 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 2 days, 14:14:46, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1769, s0.acc: 93.9226, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2342, s1.loss_cls: 0.0823, s1.acc: 94.2224, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1171, s2.loss_cls: 0.0397, s2.acc: 94.2591, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1617 +2025-06-25 08:25:43,201 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 2 days, 14:15:27, time: 1.387, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1809, s0.acc: 93.9097, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2354, s1.loss_cls: 0.0840, s1.acc: 94.2138, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1166, s2.loss_cls: 0.0403, s2.acc: 94.2186, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1694 +2025-06-25 08:26:21,627 - mmdet - INFO - Saving checkpoint at 6 epochs +2025-06-25 08:29:35,086 - mmdet - INFO - Evaluating bbox... +2025-06-25 08:30:08,718 - mmdet - INFO - Evaluating segm... +2025-06-25 08:30:41,504 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 08:30:41,505 - mmdet - INFO - Epoch(val) [6][7330] bbox_mAP: 0.4500, bbox_mAP_50: 0.6360, bbox_mAP_75: 0.4900, bbox_mAP_s: 0.2790, bbox_mAP_m: 0.4820, bbox_mAP_l: 0.5950, bbox_mAP_copypaste: 0.450 0.636 0.490 0.279 0.482 0.595, segm_mAP: 0.3890, segm_mAP_50: 0.6070, segm_mAP_75: 0.4190, segm_mAP_s: 0.2220, segm_mAP_m: 0.4210, segm_mAP_l: 0.5320, segm_mAP_copypaste: 0.389 0.607 0.419 0.222 0.421 0.532 +2025-06-25 08:32:52,677 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 2 days, 14:18:13, time: 2.623, data_time: 1.583, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1770, s0.acc: 93.9136, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2366, s1.loss_cls: 0.0812, s1.acc: 94.2367, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1169, s2.loss_cls: 0.0395, s2.acc: 94.2603, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1584 +2025-06-25 08:33:45,291 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 2 days, 14:17:30, time: 1.052, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1681, s0.acc: 94.1956, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2412, s1.loss_cls: 0.0782, s1.acc: 94.5043, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1184, s2.loss_cls: 0.0378, s2.acc: 94.5561, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1455 +2025-06-25 08:34:38,066 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 2 days, 14:16:48, time: 1.055, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1746, s0.acc: 93.9800, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2372, s1.loss_cls: 0.0812, s1.acc: 94.2378, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1178, s2.loss_cls: 0.0389, s2.acc: 94.2671, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0551, loss: 1.1578 +2025-06-25 08:35:30,620 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 2 days, 14:16:04, time: 1.050, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1839, s0.acc: 93.5222, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2477, s1.loss_cls: 0.0852, s1.acc: 93.8063, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1216, s2.loss_cls: 0.0411, s2.acc: 93.8715, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.2094 +2025-06-25 08:36:22,395 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 2 days, 14:15:17, time: 1.036, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1676, s0.acc: 94.3357, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2379, s1.loss_cls: 0.0774, s1.acc: 94.6816, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1179, s2.loss_cls: 0.0373, s2.acc: 94.8032, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0551, loss: 1.1241 +2025-06-25 08:37:29,983 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 2 days, 14:15:48, time: 1.352, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1700, s0.acc: 94.2136, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2410, s1.loss_cls: 0.0779, s1.acc: 94.5682, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1207, s2.loss_cls: 0.0375, s2.acc: 94.5839, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0572, loss: 1.1449 +2025-06-25 08:38:26,303 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 2 days, 14:15:23, time: 1.126, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1750, s0.acc: 93.9924, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2394, s1.loss_cls: 0.0792, s1.acc: 94.4344, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1176, s2.loss_cls: 0.0389, s2.acc: 94.3429, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1601 +2025-06-25 08:39:16,468 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 2 days, 14:14:28, time: 1.004, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1733, s0.acc: 93.9763, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2395, s1.loss_cls: 0.0799, s1.acc: 94.3122, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1188, s2.loss_cls: 0.0391, s2.acc: 94.2553, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0557, loss: 1.1556 +2025-06-25 08:40:05,689 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 2 days, 14:13:28, time: 0.984, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1604, s0.acc: 94.3718, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2328, s1.loss_cls: 0.0734, s1.acc: 94.6516, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1148, s2.loss_cls: 0.0359, s2.acc: 94.6822, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.1027 +2025-06-25 08:40:55,814 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 2 days, 14:12:32, time: 1.002, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1758, s0.acc: 93.9443, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2379, s1.loss_cls: 0.0807, s1.acc: 94.2702, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1174, s2.loss_cls: 0.0388, s2.acc: 94.4002, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1552 +2025-06-25 08:41:45,534 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 2 days, 14:11:35, time: 0.995, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1670, s0.acc: 94.2317, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2350, s1.loss_cls: 0.0775, s1.acc: 94.5513, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1169, s2.loss_cls: 0.0376, s2.acc: 94.5352, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0553, loss: 1.1246 +2025-06-25 08:42:35,571 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 2 days, 14:10:39, time: 1.000, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1776, s0.acc: 93.9980, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2408, s1.loss_cls: 0.0824, s1.acc: 94.2538, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1184, s2.loss_cls: 0.0400, s2.acc: 94.2118, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1695 +2025-06-25 08:43:25,620 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 2 days, 14:09:43, time: 1.001, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1701, s0.acc: 94.1514, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2422, s1.loss_cls: 0.0793, s1.acc: 94.4133, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1190, s2.loss_cls: 0.0383, s2.acc: 94.3948, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0552, loss: 1.1567 +2025-06-25 08:44:22,303 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 2 days, 14:09:20, time: 1.133, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1637, s0.acc: 94.3259, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2352, s1.loss_cls: 0.0755, s1.acc: 94.6216, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1171, s2.loss_cls: 0.0371, s2.acc: 94.4921, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1250 +2025-06-25 08:45:22,154 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 2 days, 14:09:12, time: 1.197, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1817, s0.acc: 93.8035, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2386, s1.loss_cls: 0.0839, s1.acc: 94.2136, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1179, s2.loss_cls: 0.0408, s2.acc: 94.1434, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1725 +2025-06-25 08:46:11,126 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 2 days, 14:08:11, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1823, s0.acc: 93.7200, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2424, s1.loss_cls: 0.0858, s1.acc: 93.9741, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1193, s2.loss_cls: 0.0419, s2.acc: 93.9681, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0565, loss: 1.1926 +2025-06-25 08:46:59,924 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 2 days, 14:07:09, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1765, s0.acc: 93.9736, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2382, s1.loss_cls: 0.0815, s1.acc: 94.2695, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1176, s2.loss_cls: 0.0394, s2.acc: 94.3589, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0553, loss: 1.1478 +2025-06-25 08:47:48,210 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 2 days, 14:06:04, time: 0.966, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1601, s0.acc: 94.4607, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2312, s1.loss_cls: 0.0732, s1.acc: 94.8083, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1140, s2.loss_cls: 0.0356, s2.acc: 94.7522, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.0960 +2025-06-25 08:48:37,631 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 2 days, 14:05:05, time: 0.989, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1749, s0.acc: 93.9893, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2408, s1.loss_cls: 0.0809, s1.acc: 94.2923, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1184, s2.loss_cls: 0.0387, s2.acc: 94.4338, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0554, loss: 1.1652 +2025-06-25 08:49:27,121 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 2 days, 14:04:06, time: 0.989, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1768, s0.acc: 93.8171, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2406, s1.loss_cls: 0.0812, s1.acc: 94.2344, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1191, s2.loss_cls: 0.0386, s2.acc: 94.3646, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0560, loss: 1.1767 +2025-06-25 08:50:16,116 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 2 days, 14:03:06, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1662, s0.acc: 94.2534, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2408, s1.loss_cls: 0.0763, s1.acc: 94.5787, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1193, s2.loss_cls: 0.0374, s2.acc: 94.4945, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0561, loss: 1.1418 +2025-06-25 08:51:04,701 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 2 days, 14:02:03, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1612, s0.acc: 94.3608, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2320, s1.loss_cls: 0.0749, s1.acc: 94.5672, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1161, s2.loss_cls: 0.0366, s2.acc: 94.5901, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0546, loss: 1.1044 +2025-06-25 08:52:14,066 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 2 days, 14:02:40, time: 1.388, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1704, s0.acc: 94.0945, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2407, s1.loss_cls: 0.0787, s1.acc: 94.4362, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1195, s2.loss_cls: 0.0388, s2.acc: 94.3036, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0562, loss: 1.1609 +2025-06-25 08:53:02,102 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 2 days, 14:01:35, time: 0.961, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1616, s0.acc: 94.4790, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2345, s1.loss_cls: 0.0743, s1.acc: 94.7693, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1150, s2.loss_cls: 0.0362, s2.acc: 94.7955, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0990 +2025-06-25 08:53:50,506 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 2 days, 14:00:31, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1702, s0.acc: 94.1052, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2372, s1.loss_cls: 0.0806, s1.acc: 94.2579, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1165, s2.loss_cls: 0.0394, s2.acc: 94.2648, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1391 +2025-06-25 08:54:38,559 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 2 days, 13:59:25, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1685, s0.acc: 94.2490, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2380, s1.loss_cls: 0.0768, s1.acc: 94.5865, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1178, s2.loss_cls: 0.0374, s2.acc: 94.5117, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.1369 +2025-06-25 08:55:27,468 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 2 days, 13:58:24, time: 0.978, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1759, s0.acc: 93.9233, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2416, s1.loss_cls: 0.0819, s1.acc: 94.2243, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1191, s2.loss_cls: 0.0397, s2.acc: 94.2117, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0555, loss: 1.1668 +2025-06-25 08:56:16,285 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 2 days, 13:57:22, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1687, s0.acc: 94.1948, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2373, s1.loss_cls: 0.0788, s1.acc: 94.3542, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1160, s2.loss_cls: 0.0385, s2.acc: 94.3582, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0548, loss: 1.1268 +2025-06-25 08:57:05,411 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 2 days, 13:56:22, time: 0.983, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1685, s0.acc: 94.2048, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2300, s1.loss_cls: 0.0786, s1.acc: 94.4663, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1151, s2.loss_cls: 0.0378, s2.acc: 94.5583, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1232 +2025-06-25 08:57:54,392 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 2 days, 13:55:21, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1820, s0.acc: 93.7603, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2358, s1.loss_cls: 0.0841, s1.acc: 94.0100, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1164, s2.loss_cls: 0.0403, s2.acc: 94.1167, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1635 +2025-06-25 08:58:59,410 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 2 days, 13:55:37, time: 1.300, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1645, s0.acc: 94.3611, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2375, s1.loss_cls: 0.0759, s1.acc: 94.6265, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1179, s2.loss_cls: 0.0372, s2.acc: 94.5811, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0553, loss: 1.1031 +2025-06-25 08:59:51,644 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 2 days, 13:54:52, time: 1.045, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1667, s0.acc: 94.2847, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2323, s1.loss_cls: 0.0770, s1.acc: 94.5639, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1147, s2.loss_cls: 0.0376, s2.acc: 94.5580, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.1148 +2025-06-25 09:00:40,614 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 2 days, 13:53:51, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1833, s0.acc: 93.7197, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2368, s1.loss_cls: 0.0836, s1.acc: 94.1596, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1171, s2.loss_cls: 0.0408, s2.acc: 94.0764, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1814 +2025-06-25 09:01:28,976 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 2 days, 13:52:47, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1692, s0.acc: 94.1724, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2349, s1.loss_cls: 0.0787, s1.acc: 94.4147, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1155, s2.loss_cls: 0.0378, s2.acc: 94.4033, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1292 +2025-06-25 09:02:16,921 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 2 days, 13:51:41, time: 0.959, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1740, s0.acc: 94.0933, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2397, s1.loss_cls: 0.0804, s1.acc: 94.4386, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1190, s2.loss_cls: 0.0390, s2.acc: 94.4018, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0558, loss: 1.1537 +2025-06-25 09:03:05,510 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 2 days, 13:50:38, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1714, s0.acc: 94.0254, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2392, s1.loss_cls: 0.0794, s1.acc: 94.3790, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1186, s2.loss_cls: 0.0378, s2.acc: 94.4329, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1575 +2025-06-25 09:03:53,907 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 2 days, 13:49:35, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1754, s0.acc: 93.9128, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2380, s1.loss_cls: 0.0815, s1.acc: 94.1841, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1170, s2.loss_cls: 0.0394, s2.acc: 94.1827, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0552, loss: 1.1506 +2025-06-25 09:04:42,057 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 2 days, 13:48:30, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1654, s0.acc: 94.3328, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2339, s1.loss_cls: 0.0773, s1.acc: 94.5246, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1163, s2.loss_cls: 0.0377, s2.acc: 94.4373, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1190 +2025-06-25 09:05:38,091 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 2 days, 13:47:50, time: 1.069, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1614, s0.acc: 94.5444, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2327, s1.loss_cls: 0.0752, s1.acc: 94.8315, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1150, s2.loss_cls: 0.0366, s2.acc: 94.7567, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0540, loss: 1.0959 +2025-06-25 09:06:38,770 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 2 days, 13:47:57, time: 1.265, data_time: 0.078, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1652, s0.acc: 94.4866, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2333, s1.loss_cls: 0.0753, s1.acc: 94.8015, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1156, s2.loss_cls: 0.0366, s2.acc: 94.8070, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0545, loss: 1.0999 +2025-06-25 09:07:27,547 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 2 days, 13:46:55, time: 0.976, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1691, s0.acc: 94.1194, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2353, s1.loss_cls: 0.0784, s1.acc: 94.4109, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1167, s2.loss_cls: 0.0384, s2.acc: 94.4200, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1376 +2025-06-25 09:08:15,982 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 2 days, 13:45:52, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1734, s0.acc: 94.0576, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2360, s1.loss_cls: 0.0794, s1.acc: 94.3504, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1183, s2.loss_cls: 0.0385, s2.acc: 94.4329, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0553, loss: 1.1399 +2025-06-25 09:09:03,773 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 2 days, 13:44:46, time: 0.956, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1668, s0.acc: 94.2708, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2377, s1.loss_cls: 0.0765, s1.acc: 94.6411, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1172, s2.loss_cls: 0.0375, s2.acc: 94.5812, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.1245 +2025-06-25 09:09:52,078 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 2 days, 13:43:42, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1755, s0.acc: 93.9749, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2344, s1.loss_cls: 0.0809, s1.acc: 94.3416, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1165, s2.loss_cls: 0.0394, s2.acc: 94.3320, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1529 +2025-06-25 09:10:40,930 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 2 days, 13:42:40, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1727, s0.acc: 94.0525, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2394, s1.loss_cls: 0.0791, s1.acc: 94.3940, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1188, s2.loss_cls: 0.0384, s2.acc: 94.4435, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0558, loss: 1.1529 +2025-06-25 09:11:29,775 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 2 days, 13:41:39, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1756, s0.acc: 93.8081, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2418, s1.loss_cls: 0.0823, s1.acc: 94.1015, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1207, s2.loss_cls: 0.0397, s2.acc: 94.1001, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0565, loss: 1.1823 +2025-06-25 09:12:18,288 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 2 days, 13:40:36, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1740, s0.acc: 94.0952, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2436, s1.loss_cls: 0.0813, s1.acc: 94.3894, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1207, s2.loss_cls: 0.0391, s2.acc: 94.4369, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0565, loss: 1.1608 +2025-06-25 09:13:29,488 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 2 days, 13:41:20, time: 1.424, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1757, s0.acc: 93.8796, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2455, s1.loss_cls: 0.0808, s1.acc: 94.2039, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1212, s2.loss_cls: 0.0387, s2.acc: 94.2898, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0571, loss: 1.1835 +2025-06-25 09:14:18,178 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 2 days, 13:40:18, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1636, s0.acc: 94.2761, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2355, s1.loss_cls: 0.0752, s1.acc: 94.5086, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1173, s2.loss_cls: 0.0369, s2.acc: 94.3753, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0547, loss: 1.1292 +2025-06-25 09:15:07,218 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 2 days, 13:39:17, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1726, s0.acc: 94.0806, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2334, s1.loss_cls: 0.0793, s1.acc: 94.4622, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1165, s2.loss_cls: 0.0384, s2.acc: 94.4615, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1374 +2025-06-25 09:15:55,319 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 2 days, 13:38:12, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1640, s0.acc: 94.2866, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2381, s1.loss_cls: 0.0760, s1.acc: 94.6004, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1184, s2.loss_cls: 0.0367, s2.acc: 94.6344, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0558, loss: 1.1209 +2025-06-25 09:16:44,108 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 2 days, 13:37:11, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1820, s0.acc: 93.6128, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2427, s1.loss_cls: 0.0852, s1.acc: 93.8681, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1199, s2.loss_cls: 0.0414, s2.acc: 93.8186, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0564, loss: 1.1922 +2025-06-25 09:17:32,936 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 2 days, 13:36:09, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1662, s0.acc: 94.2129, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2379, s1.loss_cls: 0.0766, s1.acc: 94.6063, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1185, s2.loss_cls: 0.0374, s2.acc: 94.5726, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0555, loss: 1.1318 +2025-06-25 09:18:21,231 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 2 days, 13:35:06, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1666, s0.acc: 94.2153, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2405, s1.loss_cls: 0.0765, s1.acc: 94.5128, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1202, s2.loss_cls: 0.0371, s2.acc: 94.5443, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0564, loss: 1.1437 +2025-06-25 09:19:09,502 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 2 days, 13:34:02, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1725, s0.acc: 94.0249, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2383, s1.loss_cls: 0.0814, s1.acc: 94.2040, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1188, s2.loss_cls: 0.0394, s2.acc: 94.2234, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0559, loss: 1.1523 +2025-06-25 09:20:16,145 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 2 days, 13:34:23, time: 1.332, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1800, s0.acc: 93.8181, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2457, s1.loss_cls: 0.0822, s1.acc: 94.2215, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1211, s2.loss_cls: 0.0395, s2.acc: 94.3062, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.1764 +2025-06-25 09:21:07,258 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 2 days, 13:33:32, time: 1.023, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1690, s0.acc: 94.2537, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2328, s1.loss_cls: 0.0774, s1.acc: 94.6581, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1151, s2.loss_cls: 0.0381, s2.acc: 94.6197, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.1157 +2025-06-25 09:21:56,277 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 2 days, 13:32:32, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1830, s0.acc: 93.7588, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2406, s1.loss_cls: 0.0845, s1.acc: 94.0709, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1184, s2.loss_cls: 0.0407, s2.acc: 94.1871, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1910 +2025-06-25 09:22:44,285 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 2 days, 13:31:27, time: 0.960, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1735, s0.acc: 94.0662, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2362, s1.loss_cls: 0.0803, s1.acc: 94.3518, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1168, s2.loss_cls: 0.0386, s2.acc: 94.4279, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0548, loss: 1.1422 +2025-06-25 09:23:32,632 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 2 days, 13:30:23, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1822, s0.acc: 93.8313, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2392, s1.loss_cls: 0.0837, s1.acc: 94.0924, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1179, s2.loss_cls: 0.0402, s2.acc: 94.1555, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1832 +2025-06-25 09:24:21,192 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 2 days, 13:29:21, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1673, s0.acc: 94.1509, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2373, s1.loss_cls: 0.0777, s1.acc: 94.4053, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1177, s2.loss_cls: 0.0379, s2.acc: 94.4360, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1389 +2025-06-25 09:25:09,319 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 2 days, 13:28:16, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1666, s0.acc: 94.2815, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2335, s1.loss_cls: 0.0776, s1.acc: 94.5303, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1164, s2.loss_cls: 0.0379, s2.acc: 94.5121, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1259 +2025-06-25 09:25:57,687 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 2 days, 13:27:13, time: 0.967, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1809, s0.acc: 93.7390, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2396, s1.loss_cls: 0.0834, s1.acc: 94.1364, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1178, s2.loss_cls: 0.0408, s2.acc: 94.0630, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1897 +2025-06-25 09:26:53,499 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 2 days, 13:26:44, time: 1.116, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1738, s0.acc: 94.0908, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2352, s1.loss_cls: 0.0807, s1.acc: 94.4162, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1163, s2.loss_cls: 0.0396, s2.acc: 94.3753, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0542, loss: 1.1533 +2025-06-25 09:27:57,723 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 2 days, 13:26:53, time: 1.284, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1671, s0.acc: 94.2546, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2335, s1.loss_cls: 0.0760, s1.acc: 94.6883, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1156, s2.loss_cls: 0.0369, s2.acc: 94.5821, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0544, loss: 1.1193 +2025-06-25 09:28:45,622 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 2 days, 13:25:48, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1620, s0.acc: 94.3557, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2353, s1.loss_cls: 0.0756, s1.acc: 94.6092, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1167, s2.loss_cls: 0.0367, s2.acc: 94.6384, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1138 +2025-06-25 09:29:33,537 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 2 days, 13:24:42, time: 0.958, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1662, s0.acc: 94.2185, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2347, s1.loss_cls: 0.0768, s1.acc: 94.4938, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1161, s2.loss_cls: 0.0374, s2.acc: 94.5046, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0543, loss: 1.1188 +2025-06-25 09:30:21,173 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 2 days, 13:23:36, time: 0.953, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1722, s0.acc: 94.0264, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2395, s1.loss_cls: 0.0789, s1.acc: 94.3350, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1176, s2.loss_cls: 0.0386, s2.acc: 94.4237, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0555, loss: 1.1523 +2025-06-25 09:31:09,403 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 2 days, 13:22:32, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1719, s0.acc: 94.0747, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2396, s1.loss_cls: 0.0804, s1.acc: 94.3112, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1184, s2.loss_cls: 0.0392, s2.acc: 94.3092, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0557, loss: 1.1480 +2025-06-25 09:31:57,115 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 2 days, 13:21:26, time: 0.954, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1675, s0.acc: 94.2969, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2377, s1.loss_cls: 0.0780, s1.acc: 94.5275, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1168, s2.loss_cls: 0.0378, s2.acc: 94.5851, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0544, loss: 1.1162 +2025-06-25 09:32:45,262 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 2 days, 13:20:21, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1691, s0.acc: 94.2979, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2398, s1.loss_cls: 0.0774, s1.acc: 94.7497, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1183, s2.loss_cls: 0.0378, s2.acc: 94.6597, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0554, loss: 1.1286 +2025-06-25 09:33:33,187 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 2 days, 13:19:16, time: 0.958, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1769, s0.acc: 93.9092, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2333, s1.loss_cls: 0.0826, s1.acc: 94.1988, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1163, s2.loss_cls: 0.0401, s2.acc: 94.1550, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1496 +2025-06-25 09:34:41,561 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 2 days, 13:19:44, time: 1.368, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1734, s0.acc: 94.0146, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2454, s1.loss_cls: 0.0808, s1.acc: 94.2346, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1219, s2.loss_cls: 0.0389, s2.acc: 94.2862, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0571, loss: 1.1597 +2025-06-25 09:35:29,229 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 2 days, 13:18:38, time: 0.953, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1612, s0.acc: 94.4663, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2334, s1.loss_cls: 0.0743, s1.acc: 94.7486, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1154, s2.loss_cls: 0.0356, s2.acc: 94.8429, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.0990 +2025-06-25 09:36:17,687 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 2 days, 13:17:35, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1758, s0.acc: 94.0317, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2390, s1.loss_cls: 0.0811, s1.acc: 94.3366, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1187, s2.loss_cls: 0.0390, s2.acc: 94.3197, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0556, loss: 1.1508 +2025-06-25 09:37:06,253 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 2 days, 13:16:33, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1800, s0.acc: 93.7961, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2388, s1.loss_cls: 0.0826, s1.acc: 94.1329, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1174, s2.loss_cls: 0.0398, s2.acc: 94.1642, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1788 +2025-06-25 09:37:53,893 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 2 days, 13:15:26, time: 0.953, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1728, s0.acc: 94.0845, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2383, s1.loss_cls: 0.0808, s1.acc: 94.1904, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1179, s2.loss_cls: 0.0395, s2.acc: 94.1809, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0551, loss: 1.1400 +2025-06-25 09:38:42,228 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 2 days, 13:14:23, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1726, s0.acc: 93.9702, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2323, s1.loss_cls: 0.0802, s1.acc: 94.1770, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1155, s2.loss_cls: 0.0390, s2.acc: 94.1667, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0543, loss: 1.1465 +2025-06-25 09:39:30,694 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 2 days, 13:13:20, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1714, s0.acc: 94.1074, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2367, s1.loss_cls: 0.0787, s1.acc: 94.4738, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1169, s2.loss_cls: 0.0379, s2.acc: 94.4771, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1408 +2025-06-25 09:40:18,948 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 2 days, 13:12:17, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1607, s0.acc: 94.3906, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2401, s1.loss_cls: 0.0746, s1.acc: 94.6658, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1193, s2.loss_cls: 0.0364, s2.acc: 94.6730, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0556, loss: 1.1180 +2025-06-25 09:41:25,996 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 2 days, 13:12:38, time: 1.341, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1778, s0.acc: 93.8420, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2351, s1.loss_cls: 0.0836, s1.acc: 94.0448, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1166, s2.loss_cls: 0.0401, s2.acc: 94.1182, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1659 +2025-06-25 09:42:16,555 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 2 days, 13:11:44, time: 1.011, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1746, s0.acc: 93.9844, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2392, s1.loss_cls: 0.0802, s1.acc: 94.2814, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1181, s2.loss_cls: 0.0386, s2.acc: 94.4318, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0555, loss: 1.1508 +2025-06-25 09:43:04,804 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 2 days, 13:10:41, time: 0.966, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1769, s0.acc: 93.8513, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2413, s1.loss_cls: 0.0825, s1.acc: 94.1376, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1198, s2.loss_cls: 0.0397, s2.acc: 94.1617, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1638 +2025-06-25 09:43:53,017 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 2 days, 13:09:37, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1712, s0.acc: 94.1333, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2425, s1.loss_cls: 0.0795, s1.acc: 94.3762, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1209, s2.loss_cls: 0.0388, s2.acc: 94.3088, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0566, loss: 1.1623 +2025-06-25 09:44:40,800 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 2 days, 13:08:32, time: 0.956, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1665, s0.acc: 94.2888, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2377, s1.loss_cls: 0.0776, s1.acc: 94.5877, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1183, s2.loss_cls: 0.0380, s2.acc: 94.4925, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0555, loss: 1.1292 +2025-06-25 09:45:28,890 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 2 days, 13:07:28, time: 0.962, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1746, s0.acc: 94.0181, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2357, s1.loss_cls: 0.0805, s1.acc: 94.3083, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1158, s2.loss_cls: 0.0388, s2.acc: 94.3671, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1455 +2025-06-25 09:46:16,733 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 2 days, 13:06:22, time: 0.957, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1672, s0.acc: 94.3325, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2284, s1.loss_cls: 0.0779, s1.acc: 94.5558, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1130, s2.loss_cls: 0.0382, s2.acc: 94.4950, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.1048 +2025-06-25 09:47:05,214 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 2 days, 13:05:20, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1794, s0.acc: 93.7822, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2426, s1.loss_cls: 0.0833, s1.acc: 94.0378, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1195, s2.loss_cls: 0.0414, s2.acc: 93.9210, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0561, loss: 1.1980 +2025-06-25 09:48:03,970 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 2 days, 13:05:03, time: 1.175, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1691, s0.acc: 94.1296, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2429, s1.loss_cls: 0.0788, s1.acc: 94.3959, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1197, s2.loss_cls: 0.0389, s2.acc: 94.3574, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0568, loss: 1.1502 +2025-06-25 09:49:03,982 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 2 days, 13:04:52, time: 1.200, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1796, s0.acc: 93.7964, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2426, s1.loss_cls: 0.0829, s1.acc: 94.1673, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1192, s2.loss_cls: 0.0399, s2.acc: 94.2524, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0554, loss: 1.1744 +2025-06-25 09:49:51,570 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 2 days, 13:03:46, time: 0.951, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1641, s0.acc: 94.3750, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2300, s1.loss_cls: 0.0762, s1.acc: 94.5237, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1137, s2.loss_cls: 0.0365, s2.acc: 94.6787, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.1004 +2025-06-25 09:50:39,691 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 2 days, 13:02:42, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1747, s0.acc: 93.8696, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2380, s1.loss_cls: 0.0823, s1.acc: 94.1057, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1178, s2.loss_cls: 0.0398, s2.acc: 94.1190, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1580 +2025-06-25 09:51:27,691 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 2 days, 13:01:37, time: 0.960, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1775, s0.acc: 93.9783, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2426, s1.loss_cls: 0.0822, s1.acc: 94.1930, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1190, s2.loss_cls: 0.0393, s2.acc: 94.3517, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0561, loss: 1.1664 +2025-06-25 09:52:15,664 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 2 days, 13:00:33, time: 0.959, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1756, s0.acc: 94.0791, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2404, s1.loss_cls: 0.0801, s1.acc: 94.4974, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1183, s2.loss_cls: 0.0381, s2.acc: 94.6732, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1610 +2025-06-25 09:53:04,002 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 2 days, 12:59:30, time: 0.967, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1745, s0.acc: 93.8992, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2375, s1.loss_cls: 0.0801, s1.acc: 94.1826, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0392, s2.acc: 94.1910, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0550, loss: 1.1517 +2025-06-25 09:53:51,691 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 2 days, 12:58:24, time: 0.953, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1652, s0.acc: 94.3770, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2357, s1.loss_cls: 0.0756, s1.acc: 94.6940, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1164, s2.loss_cls: 0.0364, s2.acc: 94.7700, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0548, loss: 1.1108 +2025-06-25 09:54:39,276 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 2 days, 12:57:18, time: 0.952, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1618, s0.acc: 94.5144, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2341, s1.loss_cls: 0.0744, s1.acc: 94.8335, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1167, s2.loss_cls: 0.0356, s2.acc: 94.8742, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0544, loss: 1.0931 +2025-06-25 09:55:48,621 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 2 days, 12:57:47, time: 1.387, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1748, s0.acc: 94.0691, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2405, s1.loss_cls: 0.0807, s1.acc: 94.3903, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1186, s2.loss_cls: 0.0392, s2.acc: 94.2849, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0556, loss: 1.1553 +2025-06-25 09:56:37,050 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 2 days, 12:56:45, time: 0.969, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1725, s0.acc: 93.9873, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2336, s1.loss_cls: 0.0790, s1.acc: 94.3275, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1158, s2.loss_cls: 0.0381, s2.acc: 94.4245, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1456 +2025-06-25 09:57:24,759 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 2 days, 12:55:39, time: 0.954, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1652, s0.acc: 94.2747, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2421, s1.loss_cls: 0.0763, s1.acc: 94.5997, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1178, s2.loss_cls: 0.0376, s2.acc: 94.4603, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0550, loss: 1.1333 +2025-06-25 09:58:12,819 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 2 days, 12:54:35, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1677, s0.acc: 94.2126, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2358, s1.loss_cls: 0.0764, s1.acc: 94.5683, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1168, s2.loss_cls: 0.0367, s2.acc: 94.5995, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0553, loss: 1.1224 +2025-06-25 09:59:01,749 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 2 days, 12:53:35, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1775, s0.acc: 93.9094, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2412, s1.loss_cls: 0.0819, s1.acc: 94.2287, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1188, s2.loss_cls: 0.0394, s2.acc: 94.2799, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1727 +2025-06-25 09:59:49,500 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 2 days, 12:52:30, time: 0.955, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1739, s0.acc: 94.1375, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2349, s1.loss_cls: 0.0809, s1.acc: 94.3655, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1153, s2.loss_cls: 0.0395, s2.acc: 94.3993, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0543, loss: 1.1389 +2025-06-25 10:00:37,506 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 2 days, 12:51:25, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1636, s0.acc: 94.3708, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2328, s1.loss_cls: 0.0766, s1.acc: 94.6115, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1155, s2.loss_cls: 0.0379, s2.acc: 94.4559, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1125 +2025-06-25 10:01:25,459 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 2 days, 12:50:21, time: 0.959, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1661, s0.acc: 94.3538, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2331, s1.loss_cls: 0.0772, s1.acc: 94.6166, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1153, s2.loss_cls: 0.0371, s2.acc: 94.6943, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0545, loss: 1.1107 +2025-06-25 10:02:28,318 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 2 days, 12:50:22, time: 1.257, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1687, s0.acc: 94.2810, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2326, s1.loss_cls: 0.0772, s1.acc: 94.6107, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1153, s2.loss_cls: 0.0367, s2.acc: 94.6439, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0542, loss: 1.1130 +2025-06-25 10:03:23,836 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 2 days, 12:49:50, time: 1.110, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1723, s0.acc: 94.0610, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2414, s1.loss_cls: 0.0805, s1.acc: 94.2813, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1195, s2.loss_cls: 0.0391, s2.acc: 94.2730, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0562, loss: 1.1519 +2025-06-25 10:04:12,383 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 2 days, 12:48:48, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1804, s0.acc: 93.8013, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2411, s1.loss_cls: 0.0831, s1.acc: 94.0429, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1191, s2.loss_cls: 0.0403, s2.acc: 94.0129, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0555, loss: 1.1842 +2025-06-25 10:05:00,599 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 2 days, 12:47:45, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1726, s0.acc: 94.0295, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2378, s1.loss_cls: 0.0796, s1.acc: 94.3466, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1168, s2.loss_cls: 0.0388, s2.acc: 94.3168, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1600 +2025-06-25 10:05:48,749 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 2 days, 12:46:42, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1755, s0.acc: 93.9377, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2406, s1.loss_cls: 0.0806, s1.acc: 94.1975, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1198, s2.loss_cls: 0.0387, s2.acc: 94.2459, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1682 +2025-06-25 10:06:37,186 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 2 days, 12:45:39, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1739, s0.acc: 93.9780, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2380, s1.loss_cls: 0.0811, s1.acc: 94.1666, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1191, s2.loss_cls: 0.0393, s2.acc: 94.2078, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.1648 +2025-06-25 10:07:25,097 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 2 days, 12:44:35, time: 0.958, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1755, s0.acc: 93.9497, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2379, s1.loss_cls: 0.0818, s1.acc: 94.2170, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1171, s2.loss_cls: 0.0397, s2.acc: 94.2457, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1532 +2025-06-25 10:08:13,394 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 2 days, 12:43:32, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1714, s0.acc: 94.0710, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2378, s1.loss_cls: 0.0799, s1.acc: 94.2875, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1167, s2.loss_cls: 0.0391, s2.acc: 94.2369, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1421 +2025-06-25 10:09:13,870 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 2 days, 12:43:22, time: 1.209, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1730, s0.acc: 94.0859, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2363, s1.loss_cls: 0.0799, s1.acc: 94.3037, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1180, s2.loss_cls: 0.0391, s2.acc: 94.3122, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0555, loss: 1.1462 +2025-06-25 10:10:10,121 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 2 days, 12:42:53, time: 1.125, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1719, s0.acc: 94.1538, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2296, s1.loss_cls: 0.0800, s1.acc: 94.3722, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1145, s2.loss_cls: 0.0386, s2.acc: 94.4556, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1365 +2025-06-25 10:10:58,546 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 2 days, 12:41:51, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1739, s0.acc: 93.9822, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2341, s1.loss_cls: 0.0804, s1.acc: 94.2703, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1161, s2.loss_cls: 0.0384, s2.acc: 94.3587, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1391 +2025-06-25 10:11:46,945 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 2 days, 12:40:49, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1671, s0.acc: 94.1169, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2393, s1.loss_cls: 0.0779, s1.acc: 94.3206, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1182, s2.loss_cls: 0.0378, s2.acc: 94.3696, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0557, loss: 1.1401 +2025-06-25 10:12:35,541 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 2 days, 12:39:47, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1712, s0.acc: 93.9878, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2382, s1.loss_cls: 0.0795, s1.acc: 94.3124, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1180, s2.loss_cls: 0.0382, s2.acc: 94.4442, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0553, loss: 1.1539 +2025-06-25 10:13:23,856 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 2 days, 12:38:45, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1719, s0.acc: 94.1089, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2384, s1.loss_cls: 0.0803, s1.acc: 94.3198, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1178, s2.loss_cls: 0.0383, s2.acc: 94.4567, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0552, loss: 1.1472 +2025-06-25 10:14:11,550 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 2 days, 12:37:39, time: 0.954, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1718, s0.acc: 94.0688, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2357, s1.loss_cls: 0.0799, s1.acc: 94.3699, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1156, s2.loss_cls: 0.0390, s2.acc: 94.4065, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1366 +2025-06-25 10:15:00,224 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 2 days, 12:36:38, time: 0.973, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1761, s0.acc: 94.0430, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2422, s1.loss_cls: 0.0818, s1.acc: 94.2749, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1198, s2.loss_cls: 0.0395, s2.acc: 94.2948, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0562, loss: 1.1698 +2025-06-25 10:15:50,763 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 2 days, 12:35:45, time: 1.011, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1666, s0.acc: 94.3267, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2396, s1.loss_cls: 0.0768, s1.acc: 94.6468, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1188, s2.loss_cls: 0.0371, s2.acc: 94.6800, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0558, loss: 1.1302 +2025-06-25 10:16:54,461 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 2 days, 12:35:48, time: 1.273, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1756, s0.acc: 93.9407, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2412, s1.loss_cls: 0.0817, s1.acc: 94.2754, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1203, s2.loss_cls: 0.0395, s2.acc: 94.3093, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0560, loss: 1.1748 +2025-06-25 10:17:43,231 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 2 days, 12:34:48, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1765, s0.acc: 94.1082, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2341, s1.loss_cls: 0.0810, s1.acc: 94.4659, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1166, s2.loss_cls: 0.0390, s2.acc: 94.4589, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1453 +2025-06-25 10:18:30,882 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 2 days, 12:33:42, time: 0.953, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1715, s0.acc: 94.0459, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2430, s1.loss_cls: 0.0790, s1.acc: 94.3351, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1188, s2.loss_cls: 0.0385, s2.acc: 94.3858, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0558, loss: 1.1588 +2025-06-25 10:19:18,899 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 2 days, 12:32:38, time: 0.960, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1662, s0.acc: 94.2883, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2341, s1.loss_cls: 0.0775, s1.acc: 94.4692, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1158, s2.loss_cls: 0.0374, s2.acc: 94.5519, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.1265 +2025-06-25 10:20:07,738 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 2 days, 12:31:38, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1868, s0.acc: 93.6252, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2449, s1.loss_cls: 0.0863, s1.acc: 93.9057, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1208, s2.loss_cls: 0.0410, s2.acc: 94.1033, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0563, loss: 1.2093 +2025-06-25 10:20:56,349 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 2 days, 12:30:37, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1713, s0.acc: 94.0630, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2325, s1.loss_cls: 0.0795, s1.acc: 94.3055, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1160, s2.loss_cls: 0.0386, s2.acc: 94.3155, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.1372 +2025-06-25 10:21:44,150 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 2 days, 12:29:32, time: 0.956, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1793, s0.acc: 93.8708, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2367, s1.loss_cls: 0.0836, s1.acc: 94.0138, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1169, s2.loss_cls: 0.0407, s2.acc: 94.1070, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0551, loss: 1.1639 +2025-06-25 10:22:33,117 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 2 days, 12:28:33, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1760, s0.acc: 93.8540, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2381, s1.loss_cls: 0.0822, s1.acc: 94.0965, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1186, s2.loss_cls: 0.0398, s2.acc: 94.1223, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0555, loss: 1.1622 +2025-06-25 10:23:36,264 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 2 days, 12:28:33, time: 1.262, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1796, s0.acc: 93.7539, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2389, s1.loss_cls: 0.0847, s1.acc: 93.9094, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1171, s2.loss_cls: 0.0405, s2.acc: 94.1670, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1713 +2025-06-25 10:24:30,228 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 2 days, 12:27:54, time: 1.080, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1876, s0.acc: 93.6516, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2489, s1.loss_cls: 0.0862, s1.acc: 93.9841, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1209, s2.loss_cls: 0.0420, s2.acc: 93.9350, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0564, loss: 1.2082 +2025-06-25 10:25:18,612 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 2 days, 12:26:52, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1751, s0.acc: 93.9170, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2374, s1.loss_cls: 0.0824, s1.acc: 94.0884, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1180, s2.loss_cls: 0.0399, s2.acc: 94.1794, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0551, loss: 1.1581 +2025-06-25 10:26:06,819 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 2 days, 12:25:49, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1721, s0.acc: 94.0378, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2337, s1.loss_cls: 0.0797, s1.acc: 94.4322, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1157, s2.loss_cls: 0.0384, s2.acc: 94.4827, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1438 +2025-06-25 10:26:55,262 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 2 days, 12:24:47, time: 0.969, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1749, s0.acc: 94.0078, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2434, s1.loss_cls: 0.0810, s1.acc: 94.3136, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1205, s2.loss_cls: 0.0391, s2.acc: 94.3644, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0567, loss: 1.1606 +2025-06-25 10:27:44,542 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 2 days, 12:23:49, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1801, s0.acc: 93.7585, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2471, s1.loss_cls: 0.0834, s1.acc: 94.1572, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1224, s2.loss_cls: 0.0402, s2.acc: 94.0890, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0573, loss: 1.2046 +2025-06-25 10:28:32,755 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 2 days, 12:22:46, time: 0.965, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1709, s0.acc: 94.1560, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2332, s1.loss_cls: 0.0794, s1.acc: 94.3346, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1162, s2.loss_cls: 0.0390, s2.acc: 94.2501, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0551, loss: 1.1236 +2025-06-25 10:29:21,053 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 2 days, 12:21:44, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1622, s0.acc: 94.4011, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2345, s1.loss_cls: 0.0759, s1.acc: 94.5913, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1166, s2.loss_cls: 0.0372, s2.acc: 94.6024, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1172 +2025-06-25 10:30:23,799 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 2 days, 12:21:42, time: 1.255, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1649, s0.acc: 94.4412, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2358, s1.loss_cls: 0.0770, s1.acc: 94.6612, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1184, s2.loss_cls: 0.0373, s2.acc: 94.6426, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0551, loss: 1.1104 +2025-06-25 10:31:19,362 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 2 days, 12:21:10, time: 1.111, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1726, s0.acc: 94.1001, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2378, s1.loss_cls: 0.0808, s1.acc: 94.2808, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1166, s2.loss_cls: 0.0388, s2.acc: 94.3746, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0549, loss: 1.1388 +2025-06-25 10:32:08,077 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 2 days, 12:20:09, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1746, s0.acc: 94.0073, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2378, s1.loss_cls: 0.0815, s1.acc: 94.2532, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1181, s2.loss_cls: 0.0389, s2.acc: 94.3967, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1508 +2025-06-25 10:32:56,239 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 2 days, 12:19:06, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1717, s0.acc: 94.1301, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2365, s1.loss_cls: 0.0790, s1.acc: 94.5576, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1180, s2.loss_cls: 0.0384, s2.acc: 94.5796, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0552, loss: 1.1384 +2025-06-25 10:33:45,135 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 2 days, 12:18:06, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1807, s0.acc: 93.8479, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2377, s1.loss_cls: 0.0831, s1.acc: 94.2340, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1171, s2.loss_cls: 0.0401, s2.acc: 94.1370, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1677 +2025-06-25 10:34:33,711 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 2 days, 12:17:05, time: 0.971, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1800, s0.acc: 93.8535, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2445, s1.loss_cls: 0.0832, s1.acc: 94.2006, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1213, s2.loss_cls: 0.0398, s2.acc: 94.1711, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0572, loss: 1.1982 +2025-06-25 10:35:22,269 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 2 days, 12:16:04, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1772, s0.acc: 93.9312, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2367, s1.loss_cls: 0.0813, s1.acc: 94.2762, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1167, s2.loss_cls: 0.0392, s2.acc: 94.2841, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1653 +2025-06-25 10:36:10,811 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 2 days, 12:15:03, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1706, s0.acc: 94.1240, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2360, s1.loss_cls: 0.0793, s1.acc: 94.3133, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1160, s2.loss_cls: 0.0383, s2.acc: 94.4892, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1428 +2025-06-25 10:36:48,681 - mmdet - INFO - Saving checkpoint at 7 epochs +2025-06-25 10:39:59,970 - mmdet - INFO - Evaluating bbox... +2025-06-25 10:40:28,520 - mmdet - INFO - Evaluating segm... +2025-06-25 10:41:00,424 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 10:41:00,424 - mmdet - INFO - Epoch(val) [7][7330] bbox_mAP: 0.4540, bbox_mAP_50: 0.6400, bbox_mAP_75: 0.4920, bbox_mAP_s: 0.2760, bbox_mAP_m: 0.4800, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.454 0.640 0.492 0.276 0.480 0.613, segm_mAP: 0.3940, segm_mAP_50: 0.6120, segm_mAP_75: 0.4240, segm_mAP_s: 0.2230, segm_mAP_m: 0.4200, segm_mAP_l: 0.5490, segm_mAP_copypaste: 0.394 0.612 0.424 0.223 0.420 0.549 +2025-06-25 10:43:11,516 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 2 days, 12:17:06, time: 2.621, data_time: 1.564, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1649, s0.acc: 94.3579, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2358, s1.loss_cls: 0.0751, s1.acc: 94.7211, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1169, s2.loss_cls: 0.0364, s2.acc: 94.7988, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0554, loss: 1.1044 +2025-06-25 10:44:04,187 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 2 days, 12:16:21, time: 1.053, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1724, s0.acc: 94.0557, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2337, s1.loss_cls: 0.0797, s1.acc: 94.3500, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1176, s2.loss_cls: 0.0385, s2.acc: 94.3863, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0553, loss: 1.1454 +2025-06-25 10:44:55,283 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 2 days, 12:15:30, time: 1.022, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1589, s0.acc: 94.5386, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2286, s1.loss_cls: 0.0721, s1.acc: 94.9075, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1128, s2.loss_cls: 0.0347, s2.acc: 94.9222, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0528, loss: 1.0731 +2025-06-25 10:45:46,653 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 2 days, 12:14:41, time: 1.027, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1616, s0.acc: 94.3894, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2371, s1.loss_cls: 0.0747, s1.acc: 94.7185, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1169, s2.loss_cls: 0.0363, s2.acc: 94.6990, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1178 +2025-06-25 10:46:38,475 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 2 days, 12:13:53, time: 1.036, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1734, s0.acc: 93.9153, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2335, s1.loss_cls: 0.0804, s1.acc: 94.2177, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1150, s2.loss_cls: 0.0388, s2.acc: 94.2437, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.1433 +2025-06-25 10:47:29,938 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 2 days, 12:13:03, time: 1.030, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1752, s0.acc: 93.9841, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2337, s1.loss_cls: 0.0801, s1.acc: 94.3246, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1161, s2.loss_cls: 0.0386, s2.acc: 94.3459, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1473 +2025-06-25 10:48:20,646 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 2 days, 12:12:11, time: 1.014, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1627, s0.acc: 94.3596, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2377, s1.loss_cls: 0.0753, s1.acc: 94.6964, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1181, s2.loss_cls: 0.0361, s2.acc: 94.6947, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0554, loss: 1.1112 +2025-06-25 10:49:27,326 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 2 days, 12:12:24, time: 1.334, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1679, s0.acc: 94.2180, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2333, s1.loss_cls: 0.0784, s1.acc: 94.3981, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1167, s2.loss_cls: 0.0376, s2.acc: 94.4806, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0547, loss: 1.1201 +2025-06-25 10:50:22,941 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 2 days, 12:11:51, time: 1.112, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1595, s0.acc: 94.3994, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2375, s1.loss_cls: 0.0740, s1.acc: 94.6900, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1170, s2.loss_cls: 0.0359, s2.acc: 94.8727, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0547, loss: 1.1031 +2025-06-25 10:51:14,116 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 2 days, 12:11:00, time: 1.024, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1726, s0.acc: 93.9177, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2295, s1.loss_cls: 0.0794, s1.acc: 94.2352, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1150, s2.loss_cls: 0.0390, s2.acc: 94.2323, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0538, loss: 1.1546 +2025-06-25 10:52:04,105 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 2 days, 12:10:05, time: 1.000, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1645, s0.acc: 94.3140, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2280, s1.loss_cls: 0.0750, s1.acc: 94.6788, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1139, s2.loss_cls: 0.0361, s2.acc: 94.7251, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0533, loss: 1.0980 +2025-06-25 10:52:54,279 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 2 days, 12:09:10, time: 1.003, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1656, s0.acc: 94.2815, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2360, s1.loss_cls: 0.0759, s1.acc: 94.6209, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1173, s2.loss_cls: 0.0368, s2.acc: 94.6031, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0559, loss: 1.1233 +2025-06-25 10:53:44,956 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 2 days, 12:08:17, time: 1.014, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1696, s0.acc: 94.2168, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2385, s1.loss_cls: 0.0785, s1.acc: 94.5361, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1176, s2.loss_cls: 0.0381, s2.acc: 94.5453, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1412 +2025-06-25 10:54:35,684 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 2 days, 12:07:25, time: 1.014, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1687, s0.acc: 94.1497, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2307, s1.loss_cls: 0.0794, s1.acc: 94.3895, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1149, s2.loss_cls: 0.0387, s2.acc: 94.3438, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.1166 +2025-06-25 10:55:26,244 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 2 days, 12:06:32, time: 1.012, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1709, s0.acc: 94.0437, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2339, s1.loss_cls: 0.0792, s1.acc: 94.3593, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1173, s2.loss_cls: 0.0384, s2.acc: 94.3457, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1484 +2025-06-25 10:56:30,560 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 2 days, 12:06:34, time: 1.286, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1568, s0.acc: 94.4839, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2297, s1.loss_cls: 0.0723, s1.acc: 94.8142, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1140, s2.loss_cls: 0.0353, s2.acc: 94.7580, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0538, loss: 1.0826 +2025-06-25 10:57:28,509 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 2 days, 12:06:11, time: 1.159, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1599, s0.acc: 94.4958, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2305, s1.loss_cls: 0.0728, s1.acc: 94.7970, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1142, s2.loss_cls: 0.0353, s2.acc: 94.8071, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0534, loss: 1.0840 +2025-06-25 10:58:18,312 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 2 days, 12:05:15, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1773, s0.acc: 93.9485, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2405, s1.loss_cls: 0.0823, s1.acc: 94.2232, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1184, s2.loss_cls: 0.0392, s2.acc: 94.3091, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0557, loss: 1.1639 +2025-06-25 10:59:08,292 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 2 days, 12:04:19, time: 1.000, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1745, s0.acc: 93.9297, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2385, s1.loss_cls: 0.0809, s1.acc: 94.2112, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1175, s2.loss_cls: 0.0389, s2.acc: 94.1651, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1642 +2025-06-25 10:59:57,121 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 2 days, 12:03:19, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1742, s0.acc: 94.1094, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2353, s1.loss_cls: 0.0808, s1.acc: 94.3612, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1175, s2.loss_cls: 0.0389, s2.acc: 94.3827, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1454 +2025-06-25 11:00:46,151 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 2 days, 12:02:19, time: 0.981, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1718, s0.acc: 94.2056, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2337, s1.loss_cls: 0.0797, s1.acc: 94.4229, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1148, s2.loss_cls: 0.0387, s2.acc: 94.3854, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1339 +2025-06-25 11:01:35,329 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 2 days, 12:01:21, time: 0.983, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1698, s0.acc: 94.1072, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2306, s1.loss_cls: 0.0781, s1.acc: 94.5131, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1150, s2.loss_cls: 0.0376, s2.acc: 94.5893, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1228 +2025-06-25 11:02:24,802 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 2 days, 12:00:23, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1687, s0.acc: 94.1050, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2357, s1.loss_cls: 0.0790, s1.acc: 94.3427, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1172, s2.loss_cls: 0.0380, s2.acc: 94.3726, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0550, loss: 1.1323 +2025-06-25 11:03:16,221 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 2 days, 11:59:33, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1675, s0.acc: 94.2493, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2345, s1.loss_cls: 0.0770, s1.acc: 94.5310, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1147, s2.loss_cls: 0.0377, s2.acc: 94.4948, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1267 +2025-06-25 11:04:20,565 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 2 days, 11:59:35, time: 1.287, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1683, s0.acc: 94.1985, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2313, s1.loss_cls: 0.0768, s1.acc: 94.5452, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1151, s2.loss_cls: 0.0376, s2.acc: 94.5162, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0544, loss: 1.1336 +2025-06-25 11:05:12,736 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 2 days, 11:58:49, time: 1.043, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1858, s0.acc: 93.5825, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2444, s1.loss_cls: 0.0861, s1.acc: 93.8312, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1197, s2.loss_cls: 0.0414, s2.acc: 93.9296, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0568, loss: 1.2115 +2025-06-25 11:06:01,271 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 2 days, 11:57:47, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1645, s0.acc: 94.2566, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2269, s1.loss_cls: 0.0758, s1.acc: 94.5890, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1120, s2.loss_cls: 0.0371, s2.acc: 94.5830, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.1008 +2025-06-25 11:06:50,280 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 2 days, 11:56:48, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1762, s0.acc: 94.0347, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2366, s1.loss_cls: 0.0813, s1.acc: 94.3107, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1176, s2.loss_cls: 0.0392, s2.acc: 94.3770, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0548, loss: 1.1527 +2025-06-25 11:07:39,408 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 2 days, 11:55:49, time: 0.983, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1691, s0.acc: 94.1665, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2300, s1.loss_cls: 0.0777, s1.acc: 94.4834, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1143, s2.loss_cls: 0.0379, s2.acc: 94.4591, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1282 +2025-06-25 11:08:28,482 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 2 days, 11:54:50, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1719, s0.acc: 94.0916, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2382, s1.loss_cls: 0.0797, s1.acc: 94.4088, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1175, s2.loss_cls: 0.0386, s2.acc: 94.4219, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1553 +2025-06-25 11:09:17,183 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 2 days, 11:53:49, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1637, s0.acc: 94.2646, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2304, s1.loss_cls: 0.0765, s1.acc: 94.5131, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1138, s2.loss_cls: 0.0373, s2.acc: 94.5659, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0532, loss: 1.1103 +2025-06-25 11:10:06,148 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 2 days, 11:52:49, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1700, s0.acc: 94.2812, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2369, s1.loss_cls: 0.0786, s1.acc: 94.4921, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1171, s2.loss_cls: 0.0382, s2.acc: 94.4914, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1441 +2025-06-25 11:11:13,231 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 2 days, 11:53:02, time: 1.342, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1680, s0.acc: 94.1272, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2353, s1.loss_cls: 0.0783, s1.acc: 94.4287, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1165, s2.loss_cls: 0.0384, s2.acc: 94.3402, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0545, loss: 1.1298 +2025-06-25 11:12:03,741 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 2 days, 11:52:08, time: 1.010, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1692, s0.acc: 94.1243, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2383, s1.loss_cls: 0.0791, s1.acc: 94.3513, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1158, s2.loss_cls: 0.0379, s2.acc: 94.4842, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1371 +2025-06-25 11:12:52,241 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 2 days, 11:51:07, time: 0.970, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1650, s0.acc: 94.3733, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2304, s1.loss_cls: 0.0772, s1.acc: 94.5865, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1139, s2.loss_cls: 0.0370, s2.acc: 94.6805, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0537, loss: 1.0993 +2025-06-25 11:13:40,799 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 2 days, 11:50:06, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1726, s0.acc: 94.0811, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2361, s1.loss_cls: 0.0798, s1.acc: 94.3310, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1167, s2.loss_cls: 0.0386, s2.acc: 94.3881, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0550, loss: 1.1360 +2025-06-25 11:14:29,600 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 2 days, 11:49:06, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1844, s0.acc: 93.7246, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2397, s1.loss_cls: 0.0862, s1.acc: 94.0221, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1195, s2.loss_cls: 0.0420, s2.acc: 93.9819, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0564, loss: 1.1903 +2025-06-25 11:15:18,541 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 2 days, 11:48:06, time: 0.979, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1722, s0.acc: 93.9451, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2354, s1.loss_cls: 0.0812, s1.acc: 94.1445, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1171, s2.loss_cls: 0.0395, s2.acc: 94.1766, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0553, loss: 1.1554 +2025-06-25 11:16:06,950 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 2 days, 11:47:04, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1669, s0.acc: 94.2153, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2394, s1.loss_cls: 0.0770, s1.acc: 94.5272, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1179, s2.loss_cls: 0.0370, s2.acc: 94.5587, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.1327 +2025-06-25 11:16:55,964 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 2 days, 11:46:05, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1778, s0.acc: 93.9861, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2381, s1.loss_cls: 0.0829, s1.acc: 94.2789, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1160, s2.loss_cls: 0.0400, s2.acc: 94.2603, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1611 +2025-06-25 11:17:57,137 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 2 days, 11:45:54, time: 1.223, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1775, s0.acc: 93.9553, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2328, s1.loss_cls: 0.0818, s1.acc: 94.2417, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1160, s2.loss_cls: 0.0397, s2.acc: 94.2980, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1524 +2025-06-25 11:18:53,709 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 2 days, 11:45:24, time: 1.131, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1770, s0.acc: 93.9636, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2353, s1.loss_cls: 0.0822, s1.acc: 94.2307, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1159, s2.loss_cls: 0.0400, s2.acc: 94.2395, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1605 +2025-06-25 11:19:42,888 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 2 days, 11:44:25, time: 0.984, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1729, s0.acc: 94.0161, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2332, s1.loss_cls: 0.0795, s1.acc: 94.3468, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1158, s2.loss_cls: 0.0385, s2.acc: 94.3765, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1496 +2025-06-25 11:20:31,680 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 2 days, 11:43:25, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1671, s0.acc: 94.2380, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2363, s1.loss_cls: 0.0781, s1.acc: 94.4530, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1163, s2.loss_cls: 0.0373, s2.acc: 94.5220, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0547, loss: 1.1276 +2025-06-25 11:21:20,419 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 2 days, 11:42:25, time: 0.975, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1720, s0.acc: 93.9675, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2312, s1.loss_cls: 0.0798, s1.acc: 94.2965, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1151, s2.loss_cls: 0.0390, s2.acc: 94.2134, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1322 +2025-06-25 11:22:09,511 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 2 days, 11:41:26, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1796, s0.acc: 93.8689, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2358, s1.loss_cls: 0.0816, s1.acc: 94.2618, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1164, s2.loss_cls: 0.0393, s2.acc: 94.4032, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0540, loss: 1.1729 +2025-06-25 11:22:58,304 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.000e-04, eta: 2 days, 11:40:26, time: 0.976, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1683, s0.acc: 94.2725, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2353, s1.loss_cls: 0.0775, s1.acc: 94.5629, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1166, s2.loss_cls: 0.0379, s2.acc: 94.5239, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1346 +2025-06-25 11:23:47,038 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.000e-04, eta: 2 days, 11:39:25, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1752, s0.acc: 93.9514, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2396, s1.loss_cls: 0.0814, s1.acc: 94.1771, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1188, s2.loss_cls: 0.0395, s2.acc: 94.2781, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0558, loss: 1.1742 +2025-06-25 11:24:40,278 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.000e-04, eta: 2 days, 11:38:43, time: 1.065, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1689, s0.acc: 94.2686, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2343, s1.loss_cls: 0.0779, s1.acc: 94.5578, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1160, s2.loss_cls: 0.0378, s2.acc: 94.5767, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0548, loss: 1.1254 +2025-06-25 11:25:45,456 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.000e-04, eta: 2 days, 11:38:47, time: 1.304, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1647, s0.acc: 94.2649, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2327, s1.loss_cls: 0.0772, s1.acc: 94.4553, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1161, s2.loss_cls: 0.0380, s2.acc: 94.3749, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1197 +2025-06-25 11:26:33,806 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.000e-04, eta: 2 days, 11:37:45, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1658, s0.acc: 94.2859, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2259, s1.loss_cls: 0.0764, s1.acc: 94.6371, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1133, s2.loss_cls: 0.0369, s2.acc: 94.6760, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1071 +2025-06-25 11:27:23,159 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.000e-04, eta: 2 days, 11:36:47, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1750, s0.acc: 93.9580, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2366, s1.loss_cls: 0.0806, s1.acc: 94.3699, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1170, s2.loss_cls: 0.0390, s2.acc: 94.4338, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1557 +2025-06-25 11:28:12,003 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.000e-04, eta: 2 days, 11:35:47, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1765, s0.acc: 93.9419, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2425, s1.loss_cls: 0.0826, s1.acc: 94.1936, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1202, s2.loss_cls: 0.0393, s2.acc: 94.2900, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0567, loss: 1.1692 +2025-06-25 11:29:00,514 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.000e-04, eta: 2 days, 11:34:46, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1723, s0.acc: 93.9810, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2408, s1.loss_cls: 0.0804, s1.acc: 94.2525, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1186, s2.loss_cls: 0.0388, s2.acc: 94.3628, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1606 +2025-06-25 11:29:49,224 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.000e-04, eta: 2 days, 11:33:45, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1748, s0.acc: 93.9878, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2375, s1.loss_cls: 0.0808, s1.acc: 94.3384, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1180, s2.loss_cls: 0.0396, s2.acc: 94.2531, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1606 +2025-06-25 11:30:37,950 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.000e-04, eta: 2 days, 11:32:45, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1785, s0.acc: 93.8235, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2404, s1.loss_cls: 0.0843, s1.acc: 94.0208, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1189, s2.loss_cls: 0.0408, s2.acc: 93.9416, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1812 +2025-06-25 11:31:26,166 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.000e-04, eta: 2 days, 11:31:43, time: 0.964, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1637, s0.acc: 94.3682, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2347, s1.loss_cls: 0.0768, s1.acc: 94.6265, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1154, s2.loss_cls: 0.0373, s2.acc: 94.5700, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1144 +2025-06-25 11:32:32,701 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.000e-04, eta: 2 days, 11:31:51, time: 1.331, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1719, s0.acc: 94.1240, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2367, s1.loss_cls: 0.0788, s1.acc: 94.4494, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1167, s2.loss_cls: 0.0380, s2.acc: 94.5221, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0548, loss: 1.1404 +2025-06-25 11:33:23,037 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.000e-04, eta: 2 days, 11:30:57, time: 1.006, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1704, s0.acc: 94.2542, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2371, s1.loss_cls: 0.0785, s1.acc: 94.4906, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1184, s2.loss_cls: 0.0377, s2.acc: 94.5671, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0556, loss: 1.1334 +2025-06-25 11:34:11,908 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.000e-04, eta: 2 days, 11:29:57, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1715, s0.acc: 93.9126, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2385, s1.loss_cls: 0.0801, s1.acc: 94.2134, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1175, s2.loss_cls: 0.0390, s2.acc: 94.2040, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0553, loss: 1.1596 +2025-06-25 11:35:00,426 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.000e-04, eta: 2 days, 11:28:56, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1686, s0.acc: 94.1968, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2410, s1.loss_cls: 0.0783, s1.acc: 94.4138, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1189, s2.loss_cls: 0.0379, s2.acc: 94.4941, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0556, loss: 1.1407 +2025-06-25 11:35:49,260 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.000e-04, eta: 2 days, 11:27:57, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1677, s0.acc: 94.1455, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2405, s1.loss_cls: 0.0784, s1.acc: 94.3423, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1198, s2.loss_cls: 0.0382, s2.acc: 94.3328, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0564, loss: 1.1564 +2025-06-25 11:36:37,827 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.000e-04, eta: 2 days, 11:26:56, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1619, s0.acc: 94.4705, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2307, s1.loss_cls: 0.0752, s1.acc: 94.7103, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1145, s2.loss_cls: 0.0371, s2.acc: 94.5571, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.0913 +2025-06-25 11:37:26,489 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.000e-04, eta: 2 days, 11:25:55, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1787, s0.acc: 93.8154, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2430, s1.loss_cls: 0.0831, s1.acc: 94.0461, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1194, s2.loss_cls: 0.0404, s2.acc: 94.0868, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0563, loss: 1.1872 +2025-06-25 11:38:14,270 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.000e-04, eta: 2 days, 11:24:52, time: 0.956, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1723, s0.acc: 94.1841, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2343, s1.loss_cls: 0.0788, s1.acc: 94.4859, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1171, s2.loss_cls: 0.0377, s2.acc: 94.5192, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0555, loss: 1.1289 +2025-06-25 11:39:16,905 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.000e-04, eta: 2 days, 11:24:45, time: 1.253, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1790, s0.acc: 93.9558, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2356, s1.loss_cls: 0.0837, s1.acc: 94.2346, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1166, s2.loss_cls: 0.0401, s2.acc: 94.2289, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1586 +2025-06-25 11:40:12,739 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.000e-04, eta: 2 days, 11:24:12, time: 1.117, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1630, s0.acc: 94.3123, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2298, s1.loss_cls: 0.0764, s1.acc: 94.4071, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1139, s2.loss_cls: 0.0372, s2.acc: 94.5646, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1085 +2025-06-25 11:41:00,648 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.000e-04, eta: 2 days, 11:23:08, time: 0.958, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1674, s0.acc: 94.1660, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2367, s1.loss_cls: 0.0778, s1.acc: 94.5328, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1156, s2.loss_cls: 0.0379, s2.acc: 94.5468, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1265 +2025-06-25 11:41:49,031 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.000e-04, eta: 2 days, 11:22:07, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1787, s0.acc: 93.8872, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2353, s1.loss_cls: 0.0823, s1.acc: 94.2998, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1173, s2.loss_cls: 0.0399, s2.acc: 94.2445, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0556, loss: 1.1657 +2025-06-25 11:42:37,050 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.000e-04, eta: 2 days, 11:21:04, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1735, s0.acc: 94.0427, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2350, s1.loss_cls: 0.0798, s1.acc: 94.3512, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1167, s2.loss_cls: 0.0388, s2.acc: 94.3826, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1448 +2025-06-25 11:43:25,733 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.000e-04, eta: 2 days, 11:20:04, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1789, s0.acc: 93.8574, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2430, s1.loss_cls: 0.0824, s1.acc: 94.1553, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1190, s2.loss_cls: 0.0401, s2.acc: 94.0902, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0562, loss: 1.1855 +2025-06-25 11:44:14,796 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.000e-04, eta: 2 days, 11:19:05, time: 0.981, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1718, s0.acc: 94.0562, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2328, s1.loss_cls: 0.0792, s1.acc: 94.2964, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1151, s2.loss_cls: 0.0382, s2.acc: 94.4207, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1398 +2025-06-25 11:45:03,285 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.000e-04, eta: 2 days, 11:18:04, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1820, s0.acc: 93.8511, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2338, s1.loss_cls: 0.0844, s1.acc: 94.1331, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1162, s2.loss_cls: 0.0409, s2.acc: 94.1349, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0548, loss: 1.1730 +2025-06-25 11:45:56,451 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.000e-04, eta: 2 days, 11:17:21, time: 1.063, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1748, s0.acc: 93.9397, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2361, s1.loss_cls: 0.0824, s1.acc: 94.1110, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1175, s2.loss_cls: 0.0399, s2.acc: 94.1336, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1545 +2025-06-25 11:47:01,183 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.000e-04, eta: 2 days, 11:17:21, time: 1.295, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1809, s0.acc: 93.8159, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2431, s1.loss_cls: 0.0847, s1.acc: 94.0527, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1194, s2.loss_cls: 0.0408, s2.acc: 94.1170, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0557, loss: 1.1799 +2025-06-25 11:47:49,463 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.000e-04, eta: 2 days, 11:16:19, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1652, s0.acc: 94.2437, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2357, s1.loss_cls: 0.0784, s1.acc: 94.3375, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1161, s2.loss_cls: 0.0382, s2.acc: 94.3104, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1288 +2025-06-25 11:48:37,507 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.000e-04, eta: 2 days, 11:15:17, time: 0.961, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1761, s0.acc: 94.0762, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2350, s1.loss_cls: 0.0810, s1.acc: 94.3063, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1155, s2.loss_cls: 0.0389, s2.acc: 94.4235, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0540, loss: 1.1397 +2025-06-25 11:49:26,045 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.000e-04, eta: 2 days, 11:14:16, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1661, s0.acc: 94.2451, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2334, s1.loss_cls: 0.0767, s1.acc: 94.5441, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1161, s2.loss_cls: 0.0373, s2.acc: 94.5026, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1243 +2025-06-25 11:50:14,224 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.000e-04, eta: 2 days, 11:13:14, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1735, s0.acc: 94.1111, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2368, s1.loss_cls: 0.0805, s1.acc: 94.3877, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1166, s2.loss_cls: 0.0381, s2.acc: 94.5232, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1468 +2025-06-25 11:51:02,172 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.000e-04, eta: 2 days, 11:12:11, time: 0.959, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1731, s0.acc: 94.0364, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2401, s1.loss_cls: 0.0804, s1.acc: 94.3479, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1179, s2.loss_cls: 0.0388, s2.acc: 94.2982, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1567 +2025-06-25 11:51:50,184 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.000e-04, eta: 2 days, 11:11:08, time: 0.960, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1683, s0.acc: 94.1633, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2315, s1.loss_cls: 0.0787, s1.acc: 94.4076, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1153, s2.loss_cls: 0.0390, s2.acc: 94.2693, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1247 +2025-06-25 11:52:37,955 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.000e-04, eta: 2 days, 11:10:05, time: 0.955, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1742, s0.acc: 94.0789, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2361, s1.loss_cls: 0.0812, s1.acc: 94.2403, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1161, s2.loss_cls: 0.0393, s2.acc: 94.3057, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0550, loss: 1.1451 +2025-06-25 11:53:43,489 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.000e-04, eta: 2 days, 11:10:08, time: 1.311, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1713, s0.acc: 94.0867, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2379, s1.loss_cls: 0.0806, s1.acc: 94.2182, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1181, s2.loss_cls: 0.0393, s2.acc: 94.1755, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0560, loss: 1.1485 +2025-06-25 11:54:33,829 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.000e-04, eta: 2 days, 11:09:14, time: 1.007, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1680, s0.acc: 94.2556, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2337, s1.loss_cls: 0.0785, s1.acc: 94.4895, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1165, s2.loss_cls: 0.0375, s2.acc: 94.5751, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0547, loss: 1.1171 +2025-06-25 11:55:22,173 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.000e-04, eta: 2 days, 11:08:12, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1671, s0.acc: 94.2131, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2330, s1.loss_cls: 0.0766, s1.acc: 94.4774, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1156, s2.loss_cls: 0.0374, s2.acc: 94.4528, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1334 +2025-06-25 11:56:10,721 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.000e-04, eta: 2 days, 11:07:12, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1701, s0.acc: 94.1777, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2387, s1.loss_cls: 0.0800, s1.acc: 94.4098, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1179, s2.loss_cls: 0.0380, s2.acc: 94.5049, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0555, loss: 1.1402 +2025-06-25 11:56:58,899 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.000e-04, eta: 2 days, 11:06:10, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1738, s0.acc: 94.0481, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2389, s1.loss_cls: 0.0792, s1.acc: 94.3479, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1190, s2.loss_cls: 0.0387, s2.acc: 94.3556, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1529 +2025-06-25 11:57:46,834 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.000e-04, eta: 2 days, 11:05:07, time: 0.959, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1740, s0.acc: 94.1042, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2402, s1.loss_cls: 0.0815, s1.acc: 94.3200, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1187, s2.loss_cls: 0.0397, s2.acc: 94.2683, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0558, loss: 1.1513 +2025-06-25 11:58:34,868 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.000e-04, eta: 2 days, 11:04:04, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1676, s0.acc: 94.1865, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2386, s1.loss_cls: 0.0788, s1.acc: 94.3405, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1177, s2.loss_cls: 0.0382, s2.acc: 94.3893, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0554, loss: 1.1313 +2025-06-25 11:59:23,313 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.000e-04, eta: 2 days, 11:03:03, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1818, s0.acc: 93.7493, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2395, s1.loss_cls: 0.0853, s1.acc: 93.9752, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1188, s2.loss_cls: 0.0412, s2.acc: 94.0549, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0554, loss: 1.1831 +2025-06-25 12:00:23,131 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.000e-04, eta: 2 days, 11:02:45, time: 1.196, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1709, s0.acc: 94.1091, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2326, s1.loss_cls: 0.0789, s1.acc: 94.4509, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1148, s2.loss_cls: 0.0383, s2.acc: 94.4924, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.1285 +2025-06-25 12:01:18,334 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.000e-04, eta: 2 days, 11:02:09, time: 1.104, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1759, s0.acc: 93.8481, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2366, s1.loss_cls: 0.0822, s1.acc: 94.0750, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1167, s2.loss_cls: 0.0396, s2.acc: 94.1523, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.1511 +2025-06-25 12:02:05,872 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.000e-04, eta: 2 days, 11:01:05, time: 0.950, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1706, s0.acc: 94.0764, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2380, s1.loss_cls: 0.0801, s1.acc: 94.3155, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1183, s2.loss_cls: 0.0386, s2.acc: 94.3842, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1463 +2025-06-25 12:02:54,293 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.000e-04, eta: 2 days, 11:00:04, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1796, s0.acc: 93.9043, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2351, s1.loss_cls: 0.0820, s1.acc: 94.3006, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.2603, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1601 +2025-06-25 12:03:42,132 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.000e-04, eta: 2 days, 10:59:01, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1691, s0.acc: 94.1667, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2407, s1.loss_cls: 0.0790, s1.acc: 94.4252, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1184, s2.loss_cls: 0.0385, s2.acc: 94.4834, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0557, loss: 1.1351 +2025-06-25 12:04:30,726 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.000e-04, eta: 2 days, 10:58:00, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1777, s0.acc: 93.8313, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2403, s1.loss_cls: 0.0827, s1.acc: 94.0811, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1186, s2.loss_cls: 0.0403, s2.acc: 94.0756, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0553, loss: 1.1732 +2025-06-25 12:05:19,519 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.000e-04, eta: 2 days, 10:57:01, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1697, s0.acc: 93.9751, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2427, s1.loss_cls: 0.0789, s1.acc: 94.3023, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1191, s2.loss_cls: 0.0383, s2.acc: 94.3315, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0560, loss: 1.1611 +2025-06-25 12:06:07,359 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.000e-04, eta: 2 days, 10:55:58, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1641, s0.acc: 94.3713, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2360, s1.loss_cls: 0.0755, s1.acc: 94.7215, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1168, s2.loss_cls: 0.0372, s2.acc: 94.5957, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0547, loss: 1.1127 +2025-06-25 12:07:00,354 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.000e-04, eta: 2 days, 10:55:13, time: 1.059, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1706, s0.acc: 94.0435, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2347, s1.loss_cls: 0.0787, s1.acc: 94.3104, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1158, s2.loss_cls: 0.0382, s2.acc: 94.3885, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1341 +2025-06-25 12:08:01,233 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.000e-04, eta: 2 days, 10:54:59, time: 1.218, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1777, s0.acc: 93.9541, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2362, s1.loss_cls: 0.0831, s1.acc: 94.2062, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1155, s2.loss_cls: 0.0404, s2.acc: 94.1290, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1516 +2025-06-25 12:08:49,381 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.000e-04, eta: 2 days, 10:53:57, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1602, s0.acc: 94.4875, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2328, s1.loss_cls: 0.0755, s1.acc: 94.5885, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1152, s2.loss_cls: 0.0369, s2.acc: 94.6950, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1048 +2025-06-25 12:09:37,752 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.000e-04, eta: 2 days, 10:52:56, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1813, s0.acc: 93.8228, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2398, s1.loss_cls: 0.0848, s1.acc: 94.0767, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1196, s2.loss_cls: 0.0410, s2.acc: 94.1284, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0560, loss: 1.1832 +2025-06-25 12:10:26,111 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.000e-04, eta: 2 days, 10:51:54, time: 0.967, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1704, s0.acc: 94.1809, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2354, s1.loss_cls: 0.0786, s1.acc: 94.5130, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1171, s2.loss_cls: 0.0385, s2.acc: 94.3971, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1357 +2025-06-25 12:11:14,205 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.000e-04, eta: 2 days, 10:50:52, time: 0.962, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1688, s0.acc: 94.1426, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2309, s1.loss_cls: 0.0782, s1.acc: 94.4227, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1143, s2.loss_cls: 0.0381, s2.acc: 94.3685, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.1248 +2025-06-25 12:12:02,340 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.000e-04, eta: 2 days, 10:49:51, time: 0.963, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1737, s0.acc: 94.0391, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2415, s1.loss_cls: 0.0807, s1.acc: 94.3069, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1177, s2.loss_cls: 0.0390, s2.acc: 94.3110, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0554, loss: 1.1650 +2025-06-25 12:12:50,927 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.000e-04, eta: 2 days, 10:48:50, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1746, s0.acc: 94.0269, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2331, s1.loss_cls: 0.0818, s1.acc: 94.2438, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1148, s2.loss_cls: 0.0395, s2.acc: 94.3360, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.1424 +2025-06-25 12:13:38,826 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.000e-04, eta: 2 days, 10:47:48, time: 0.958, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1614, s0.acc: 94.5391, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2297, s1.loss_cls: 0.0747, s1.acc: 94.8612, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1144, s2.loss_cls: 0.0370, s2.acc: 94.7041, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1051 +2025-06-25 12:14:45,724 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.000e-04, eta: 2 days, 10:47:54, time: 1.338, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1801, s0.acc: 93.8247, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2452, s1.loss_cls: 0.0827, s1.acc: 93.9701, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1202, s2.loss_cls: 0.0400, s2.acc: 94.1136, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0560, loss: 1.1908 +2025-06-25 12:15:36,623 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.000e-04, eta: 2 days, 10:47:03, time: 1.018, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1788, s0.acc: 93.8738, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2389, s1.loss_cls: 0.0830, s1.acc: 94.1820, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1180, s2.loss_cls: 0.0400, s2.acc: 94.1599, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1639 +2025-06-25 12:16:24,736 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.000e-04, eta: 2 days, 10:46:01, time: 0.962, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1744, s0.acc: 93.9480, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2430, s1.loss_cls: 0.0804, s1.acc: 94.2605, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1192, s2.loss_cls: 0.0394, s2.acc: 94.3047, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1625 +2025-06-25 12:17:13,029 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.000e-04, eta: 2 days, 10:44:59, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1722, s0.acc: 94.0671, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2357, s1.loss_cls: 0.0787, s1.acc: 94.4116, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1166, s2.loss_cls: 0.0382, s2.acc: 94.4240, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1423 +2025-06-25 12:18:01,757 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.000e-04, eta: 2 days, 10:44:00, time: 0.975, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1691, s0.acc: 94.0872, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2382, s1.loss_cls: 0.0788, s1.acc: 94.4492, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1186, s2.loss_cls: 0.0390, s2.acc: 94.4230, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0555, loss: 1.1572 +2025-06-25 12:18:50,199 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.000e-04, eta: 2 days, 10:42:59, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1741, s0.acc: 94.0244, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2361, s1.loss_cls: 0.0807, s1.acc: 94.3146, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1184, s2.loss_cls: 0.0388, s2.acc: 94.4288, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.1557 +2025-06-25 12:19:38,381 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.000e-04, eta: 2 days, 10:41:57, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1739, s0.acc: 93.9993, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2397, s1.loss_cls: 0.0801, s1.acc: 94.2067, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1178, s2.loss_cls: 0.0387, s2.acc: 94.2800, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.1594 +2025-06-25 12:20:27,556 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.000e-04, eta: 2 days, 10:40:59, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1737, s0.acc: 94.0347, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2380, s1.loss_cls: 0.0809, s1.acc: 94.3156, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1173, s2.loss_cls: 0.0398, s2.acc: 94.2413, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0552, loss: 1.1469 +2025-06-25 12:21:28,049 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.000e-04, eta: 2 days, 10:40:43, time: 1.210, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1716, s0.acc: 94.1343, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2354, s1.loss_cls: 0.0801, s1.acc: 94.4268, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1163, s2.loss_cls: 0.0386, s2.acc: 94.4316, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1330 +2025-06-25 12:22:23,877 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.000e-04, eta: 2 days, 10:40:09, time: 1.116, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1734, s0.acc: 94.0208, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2364, s1.loss_cls: 0.0821, s1.acc: 94.2188, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1170, s2.loss_cls: 0.0397, s2.acc: 94.2381, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1562 +2025-06-25 12:23:12,024 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.000e-04, eta: 2 days, 10:39:07, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1800, s0.acc: 93.8274, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2399, s1.loss_cls: 0.0842, s1.acc: 93.9980, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1186, s2.loss_cls: 0.0406, s2.acc: 94.0790, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.1816 +2025-06-25 12:24:00,007 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.000e-04, eta: 2 days, 10:38:05, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1674, s0.acc: 94.2903, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2364, s1.loss_cls: 0.0772, s1.acc: 94.5449, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1183, s2.loss_cls: 0.0378, s2.acc: 94.4156, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0557, loss: 1.1380 +2025-06-25 12:24:48,539 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.000e-04, eta: 2 days, 10:37:04, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1717, s0.acc: 94.1838, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2322, s1.loss_cls: 0.0805, s1.acc: 94.2779, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1149, s2.loss_cls: 0.0389, s2.acc: 94.3836, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1339 +2025-06-25 12:25:36,965 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.000e-04, eta: 2 days, 10:36:04, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1782, s0.acc: 94.0513, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2315, s1.loss_cls: 0.0818, s1.acc: 94.3307, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1144, s2.loss_cls: 0.0401, s2.acc: 94.2391, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1514 +2025-06-25 12:26:25,499 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.000e-04, eta: 2 days, 10:35:04, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1786, s0.acc: 93.8723, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2414, s1.loss_cls: 0.0824, s1.acc: 94.1839, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1187, s2.loss_cls: 0.0405, s2.acc: 94.1850, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1812 +2025-06-25 12:27:13,713 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.000e-04, eta: 2 days, 10:34:02, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1702, s0.acc: 94.0557, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2355, s1.loss_cls: 0.0790, s1.acc: 94.2883, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1164, s2.loss_cls: 0.0385, s2.acc: 94.3375, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1360 +2025-06-25 12:28:12,254 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.000e-04, eta: 2 days, 10:33:38, time: 1.171, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1778, s0.acc: 93.8770, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2379, s1.loss_cls: 0.0833, s1.acc: 94.0961, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1183, s2.loss_cls: 0.0408, s2.acc: 94.1289, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0558, loss: 1.1734 +2025-06-25 12:29:11,128 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.000e-04, eta: 2 days, 10:33:15, time: 1.177, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1836, s0.acc: 93.6301, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2414, s1.loss_cls: 0.0846, s1.acc: 93.9716, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1193, s2.loss_cls: 0.0406, s2.acc: 94.1181, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1956 +2025-06-25 12:29:59,019 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.000e-04, eta: 2 days, 10:32:12, time: 0.958, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1584, s0.acc: 94.5698, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2382, s1.loss_cls: 0.0723, s1.acc: 94.8847, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1186, s2.loss_cls: 0.0354, s2.acc: 94.8153, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0558, loss: 1.1042 +2025-06-25 12:30:47,017 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.000e-04, eta: 2 days, 10:31:10, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1714, s0.acc: 94.0876, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2345, s1.loss_cls: 0.0799, s1.acc: 94.3098, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1162, s2.loss_cls: 0.0392, s2.acc: 94.2794, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1433 +2025-06-25 12:31:35,402 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.000e-04, eta: 2 days, 10:30:09, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1681, s0.acc: 94.1316, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2362, s1.loss_cls: 0.0788, s1.acc: 94.3508, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1164, s2.loss_cls: 0.0381, s2.acc: 94.4431, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1327 +2025-06-25 12:32:23,725 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.000e-04, eta: 2 days, 10:29:09, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1743, s0.acc: 93.9700, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2423, s1.loss_cls: 0.0814, s1.acc: 94.1558, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1200, s2.loss_cls: 0.0392, s2.acc: 94.2274, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1649 +2025-06-25 12:33:11,862 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.000e-04, eta: 2 days, 10:28:07, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1696, s0.acc: 94.1147, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2342, s1.loss_cls: 0.0791, s1.acc: 94.3849, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1157, s2.loss_cls: 0.0386, s2.acc: 94.3296, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1361 +2025-06-25 12:33:59,989 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.000e-04, eta: 2 days, 10:27:05, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1845, s0.acc: 93.6633, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2472, s1.loss_cls: 0.0870, s1.acc: 93.9083, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1218, s2.loss_cls: 0.0420, s2.acc: 93.9751, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0571, loss: 1.2072 +2025-06-25 12:34:48,126 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.000e-04, eta: 2 days, 10:26:04, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1710, s0.acc: 94.0732, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2381, s1.loss_cls: 0.0786, s1.acc: 94.4194, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1189, s2.loss_cls: 0.0380, s2.acc: 94.4449, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0554, loss: 1.1453 +2025-06-25 12:35:56,255 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.000e-04, eta: 2 days, 10:26:13, time: 1.363, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1707, s0.acc: 94.0603, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2411, s1.loss_cls: 0.0801, s1.acc: 94.2312, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1188, s2.loss_cls: 0.0391, s2.acc: 94.1339, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.1635 +2025-06-25 12:36:44,111 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.000e-04, eta: 2 days, 10:25:11, time: 0.957, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1691, s0.acc: 94.1418, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2375, s1.loss_cls: 0.0787, s1.acc: 94.4333, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1190, s2.loss_cls: 0.0381, s2.acc: 94.4478, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0561, loss: 1.1465 +2025-06-25 12:37:32,259 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.000e-04, eta: 2 days, 10:24:09, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1688, s0.acc: 94.1709, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2390, s1.loss_cls: 0.0787, s1.acc: 94.4219, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1189, s2.loss_cls: 0.0382, s2.acc: 94.5278, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0560, loss: 1.1402 +2025-06-25 12:38:20,410 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.000e-04, eta: 2 days, 10:23:08, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1770, s0.acc: 93.9309, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2405, s1.loss_cls: 0.0827, s1.acc: 94.1629, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1183, s2.loss_cls: 0.0398, s2.acc: 94.2477, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0555, loss: 1.1680 +2025-06-25 12:39:08,409 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.000e-04, eta: 2 days, 10:22:06, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1755, s0.acc: 94.0171, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2370, s1.loss_cls: 0.0807, s1.acc: 94.2956, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1170, s2.loss_cls: 0.0388, s2.acc: 94.4110, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0552, loss: 1.1468 +2025-06-25 12:39:56,476 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.000e-04, eta: 2 days, 10:21:04, time: 0.961, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1751, s0.acc: 93.9443, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2370, s1.loss_cls: 0.0798, s1.acc: 94.2348, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1181, s2.loss_cls: 0.0390, s2.acc: 94.1557, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0553, loss: 1.1569 +2025-06-25 12:40:44,806 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.000e-04, eta: 2 days, 10:20:04, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1777, s0.acc: 93.8218, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2399, s1.loss_cls: 0.0823, s1.acc: 94.0946, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1199, s2.loss_cls: 0.0397, s2.acc: 94.1066, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0563, loss: 1.1704 +2025-06-25 12:41:32,881 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.000e-04, eta: 2 days, 10:19:02, time: 0.962, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1741, s0.acc: 94.0059, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2399, s1.loss_cls: 0.0788, s1.acc: 94.4503, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1185, s2.loss_cls: 0.0386, s2.acc: 94.4255, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0561, loss: 1.1565 +2025-06-25 12:42:33,305 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.000e-04, eta: 2 days, 10:18:44, time: 1.208, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1711, s0.acc: 94.0891, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2386, s1.loss_cls: 0.0786, s1.acc: 94.4226, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1185, s2.loss_cls: 0.0380, s2.acc: 94.5336, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0561, loss: 1.1440 +2025-06-25 12:43:28,436 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.000e-04, eta: 2 days, 10:18:07, time: 1.103, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1692, s0.acc: 94.2280, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2362, s1.loss_cls: 0.0774, s1.acc: 94.6148, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1170, s2.loss_cls: 0.0373, s2.acc: 94.6467, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0552, loss: 1.1307 +2025-06-25 12:44:16,575 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.000e-04, eta: 2 days, 10:17:06, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1713, s0.acc: 94.1335, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2310, s1.loss_cls: 0.0796, s1.acc: 94.4109, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1148, s2.loss_cls: 0.0380, s2.acc: 94.4286, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1323 +2025-06-25 12:45:04,632 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.000e-04, eta: 2 days, 10:16:04, time: 0.961, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1745, s0.acc: 94.0488, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2373, s1.loss_cls: 0.0814, s1.acc: 94.3124, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1190, s2.loss_cls: 0.0399, s2.acc: 94.2673, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0564, loss: 1.1566 +2025-06-25 12:45:53,028 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.000e-04, eta: 2 days, 10:15:04, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1684, s0.acc: 94.1409, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2352, s1.loss_cls: 0.0774, s1.acc: 94.4697, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1171, s2.loss_cls: 0.0378, s2.acc: 94.4582, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0551, loss: 1.1319 +2025-06-25 12:46:41,471 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.000e-04, eta: 2 days, 10:14:03, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1794, s0.acc: 93.8496, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2438, s1.loss_cls: 0.0819, s1.acc: 94.2573, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1213, s2.loss_cls: 0.0403, s2.acc: 94.1539, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0574, loss: 1.1854 +2025-06-25 12:47:19,734 - mmdet - INFO - Saving checkpoint at 8 epochs +2025-06-25 12:50:32,582 - mmdet - INFO - Evaluating bbox... +2025-06-25 12:51:07,339 - mmdet - INFO - Evaluating segm... +2025-06-25 12:51:44,862 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 12:51:44,862 - mmdet - INFO - Epoch(val) [8][7330] bbox_mAP: 0.4560, bbox_mAP_50: 0.6420, bbox_mAP_75: 0.4980, bbox_mAP_s: 0.2790, bbox_mAP_m: 0.4880, bbox_mAP_l: 0.6020, bbox_mAP_copypaste: 0.456 0.642 0.498 0.279 0.488 0.602, segm_mAP: 0.3930, segm_mAP_50: 0.6110, segm_mAP_75: 0.4230, segm_mAP_s: 0.2210, segm_mAP_m: 0.4260, segm_mAP_l: 0.5390, segm_mAP_copypaste: 0.393 0.611 0.423 0.221 0.426 0.539 +2025-06-25 12:54:06,449 - mmdet - INFO - Epoch [9][50/7330] lr: 1.000e-04, eta: 2 days, 10:16:11, time: 2.831, data_time: 1.601, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1686, s0.acc: 94.2371, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2372, s1.loss_cls: 0.0782, s1.acc: 94.4582, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1168, s2.loss_cls: 0.0380, s2.acc: 94.4383, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1311 +2025-06-25 12:55:06,431 - mmdet - INFO - Epoch [9][100/7330] lr: 1.000e-04, eta: 2 days, 10:15:51, time: 1.199, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1756, s0.acc: 93.9968, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2340, s1.loss_cls: 0.0805, s1.acc: 94.2639, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1156, s2.loss_cls: 0.0392, s2.acc: 94.3003, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0543, loss: 1.1568 +2025-06-25 12:55:56,874 - mmdet - INFO - Epoch [9][150/7330] lr: 1.000e-04, eta: 2 days, 10:14:57, time: 1.010, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1724, s0.acc: 93.9502, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2336, s1.loss_cls: 0.0790, s1.acc: 94.1968, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1173, s2.loss_cls: 0.0383, s2.acc: 94.2036, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0554, loss: 1.1512 +2025-06-25 12:56:47,372 - mmdet - INFO - Epoch [9][200/7330] lr: 1.000e-04, eta: 2 days, 10:14:04, time: 1.009, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1719, s0.acc: 94.1067, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2393, s1.loss_cls: 0.0804, s1.acc: 94.3522, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1180, s2.loss_cls: 0.0388, s2.acc: 94.3896, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1468 +2025-06-25 12:57:37,443 - mmdet - INFO - Epoch [9][250/7330] lr: 1.000e-04, eta: 2 days, 10:13:09, time: 1.002, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1594, s0.acc: 94.4565, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2355, s1.loss_cls: 0.0735, s1.acc: 94.6949, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1159, s2.loss_cls: 0.0362, s2.acc: 94.6738, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0545, loss: 1.1040 +2025-06-25 12:58:28,251 - mmdet - INFO - Epoch [9][300/7330] lr: 1.000e-04, eta: 2 days, 10:12:17, time: 1.016, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1619, s0.acc: 94.4026, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2336, s1.loss_cls: 0.0742, s1.acc: 94.6966, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1155, s2.loss_cls: 0.0361, s2.acc: 94.6679, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1126 +2025-06-25 12:59:18,763 - mmdet - INFO - Epoch [9][350/7330] lr: 1.000e-04, eta: 2 days, 10:11:24, time: 1.010, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1770, s0.acc: 93.8674, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2460, s1.loss_cls: 0.0822, s1.acc: 94.1117, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1210, s2.loss_cls: 0.0392, s2.acc: 94.2015, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1794 +2025-06-25 13:00:08,534 - mmdet - INFO - Epoch [9][400/7330] lr: 1.000e-04, eta: 2 days, 10:10:28, time: 0.995, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1588, s0.acc: 94.4006, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2360, s1.loss_cls: 0.0733, s1.acc: 94.7405, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1170, s2.loss_cls: 0.0356, s2.acc: 94.7908, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0547, loss: 1.0982 +2025-06-25 13:00:58,724 - mmdet - INFO - Epoch [9][450/7330] lr: 1.000e-04, eta: 2 days, 10:09:34, time: 1.004, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1631, s0.acc: 94.3206, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2314, s1.loss_cls: 0.0748, s1.acc: 94.7344, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1150, s2.loss_cls: 0.0362, s2.acc: 94.6498, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.1108 +2025-06-25 13:02:05,365 - mmdet - INFO - Epoch [9][500/7330] lr: 1.000e-04, eta: 2 days, 10:09:36, time: 1.333, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1639, s0.acc: 94.3699, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2329, s1.loss_cls: 0.0756, s1.acc: 94.7009, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1152, s2.loss_cls: 0.0360, s2.acc: 94.7482, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0538, loss: 1.1049 +2025-06-25 13:02:54,375 - mmdet - INFO - Epoch [9][550/7330] lr: 1.000e-04, eta: 2 days, 10:08:38, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1722, s0.acc: 94.0530, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2386, s1.loss_cls: 0.0796, s1.acc: 94.3137, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1175, s2.loss_cls: 0.0382, s2.acc: 94.3991, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1384 +2025-06-25 13:03:43,636 - mmdet - INFO - Epoch [9][600/7330] lr: 1.000e-04, eta: 2 days, 10:07:40, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1761, s0.acc: 93.8208, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2403, s1.loss_cls: 0.0807, s1.acc: 94.2203, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1179, s2.loss_cls: 0.0389, s2.acc: 94.2359, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1592 +2025-06-25 13:04:37,266 - mmdet - INFO - Epoch [9][650/7330] lr: 1.000e-04, eta: 2 days, 10:06:58, time: 1.073, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1816, s0.acc: 93.6211, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2442, s1.loss_cls: 0.0840, s1.acc: 93.9467, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1207, s2.loss_cls: 0.0410, s2.acc: 93.9614, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0561, loss: 1.2004 +2025-06-25 13:05:26,890 - mmdet - INFO - Epoch [9][700/7330] lr: 1.000e-04, eta: 2 days, 10:06:01, time: 0.992, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1702, s0.acc: 94.0188, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2368, s1.loss_cls: 0.0779, s1.acc: 94.4392, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1173, s2.loss_cls: 0.0379, s2.acc: 94.4200, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1461 +2025-06-25 13:06:16,139 - mmdet - INFO - Epoch [9][750/7330] lr: 1.000e-04, eta: 2 days, 10:05:04, time: 0.985, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1611, s0.acc: 94.3826, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2315, s1.loss_cls: 0.0742, s1.acc: 94.7429, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1152, s2.loss_cls: 0.0362, s2.acc: 94.8114, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1097 +2025-06-25 13:07:05,004 - mmdet - INFO - Epoch [9][800/7330] lr: 1.000e-04, eta: 2 days, 10:04:05, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1704, s0.acc: 94.1206, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2316, s1.loss_cls: 0.0790, s1.acc: 94.3294, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1141, s2.loss_cls: 0.0380, s2.acc: 94.3506, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.1349 +2025-06-25 13:07:53,902 - mmdet - INFO - Epoch [9][850/7330] lr: 1.000e-04, eta: 2 days, 10:03:06, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1597, s0.acc: 94.5017, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2341, s1.loss_cls: 0.0732, s1.acc: 94.8529, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1163, s2.loss_cls: 0.0358, s2.acc: 94.8609, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0549, loss: 1.0985 +2025-06-25 13:09:00,247 - mmdet - INFO - Epoch [9][900/7330] lr: 1.000e-04, eta: 2 days, 10:03:07, time: 1.327, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1672, s0.acc: 94.1196, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2409, s1.loss_cls: 0.0776, s1.acc: 94.4676, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1202, s2.loss_cls: 0.0376, s2.acc: 94.4226, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0563, loss: 1.1415 +2025-06-25 13:09:49,458 - mmdet - INFO - Epoch [9][950/7330] lr: 1.000e-04, eta: 2 days, 10:02:09, time: 0.984, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1742, s0.acc: 93.9370, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2397, s1.loss_cls: 0.0808, s1.acc: 94.2027, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1195, s2.loss_cls: 0.0393, s2.acc: 94.1887, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0563, loss: 1.1664 +2025-06-25 13:10:38,708 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.000e-04, eta: 2 days, 10:01:12, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1804, s0.acc: 93.6665, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2408, s1.loss_cls: 0.0837, s1.acc: 93.9513, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1189, s2.loss_cls: 0.0403, s2.acc: 94.0787, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0560, loss: 1.1925 +2025-06-25 13:11:27,577 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.000e-04, eta: 2 days, 10:00:13, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1789, s0.acc: 93.9126, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2406, s1.loss_cls: 0.0827, s1.acc: 94.1495, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1187, s2.loss_cls: 0.0404, s2.acc: 94.1397, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1826 +2025-06-25 13:12:20,119 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.000e-04, eta: 2 days, 9:59:27, time: 1.051, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1862, s0.acc: 93.5168, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2376, s1.loss_cls: 0.0852, s1.acc: 93.8403, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1163, s2.loss_cls: 0.0416, s2.acc: 93.8718, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1914 +2025-06-25 13:13:09,299 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.000e-04, eta: 2 days, 9:58:29, time: 0.984, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1732, s0.acc: 94.0024, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2358, s1.loss_cls: 0.0810, s1.acc: 94.2874, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1172, s2.loss_cls: 0.0394, s2.acc: 94.2746, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1533 +2025-06-25 13:13:58,015 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.000e-04, eta: 2 days, 9:57:29, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1657, s0.acc: 94.2007, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2339, s1.loss_cls: 0.0757, s1.acc: 94.5776, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1165, s2.loss_cls: 0.0370, s2.acc: 94.5808, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1211 +2025-06-25 13:14:46,081 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.000e-04, eta: 2 days, 9:56:28, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1665, s0.acc: 94.1785, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2323, s1.loss_cls: 0.0772, s1.acc: 94.5187, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1148, s2.loss_cls: 0.0375, s2.acc: 94.5173, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.1187 +2025-06-25 13:15:41,851 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.000e-04, eta: 2 days, 9:55:52, time: 1.115, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1638, s0.acc: 94.4006, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2310, s1.loss_cls: 0.0759, s1.acc: 94.6987, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1144, s2.loss_cls: 0.0365, s2.acc: 94.7448, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.0987 +2025-06-25 13:16:37,754 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.000e-04, eta: 2 days, 9:55:17, time: 1.118, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1743, s0.acc: 94.0081, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2350, s1.loss_cls: 0.0804, s1.acc: 94.2841, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1170, s2.loss_cls: 0.0387, s2.acc: 94.3849, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1449 +2025-06-25 13:17:25,858 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.000e-04, eta: 2 days, 9:54:16, time: 0.962, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1641, s0.acc: 94.3477, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2319, s1.loss_cls: 0.0751, s1.acc: 94.7041, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1152, s2.loss_cls: 0.0368, s2.acc: 94.5844, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.1076 +2025-06-25 13:18:14,386 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.000e-04, eta: 2 days, 9:53:16, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1694, s0.acc: 94.1187, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2323, s1.loss_cls: 0.0778, s1.acc: 94.4377, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1163, s2.loss_cls: 0.0375, s2.acc: 94.5170, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0548, loss: 1.1284 +2025-06-25 13:19:06,471 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.000e-04, eta: 2 days, 9:52:28, time: 1.042, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1722, s0.acc: 94.1101, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2405, s1.loss_cls: 0.0793, s1.acc: 94.4199, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1183, s2.loss_cls: 0.0384, s2.acc: 94.4531, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0550, loss: 1.1622 +2025-06-25 13:19:55,594 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.000e-04, eta: 2 days, 9:51:30, time: 0.982, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1726, s0.acc: 94.0503, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2356, s1.loss_cls: 0.0810, s1.acc: 94.2287, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1171, s2.loss_cls: 0.0396, s2.acc: 94.2106, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1577 +2025-06-25 13:20:43,705 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.000e-04, eta: 2 days, 9:50:29, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1709, s0.acc: 94.1226, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2402, s1.loss_cls: 0.0794, s1.acc: 94.3490, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1192, s2.loss_cls: 0.0383, s2.acc: 94.3929, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0554, loss: 1.1431 +2025-06-25 13:21:32,031 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.000e-04, eta: 2 days, 9:49:28, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1656, s0.acc: 94.1436, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2307, s1.loss_cls: 0.0780, s1.acc: 94.3322, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1143, s2.loss_cls: 0.0378, s2.acc: 94.3261, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1227 +2025-06-25 13:22:23,610 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.000e-04, eta: 2 days, 9:48:39, time: 1.031, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1788, s0.acc: 93.8010, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2422, s1.loss_cls: 0.0829, s1.acc: 94.0674, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1193, s2.loss_cls: 0.0412, s2.acc: 94.0139, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0554, loss: 1.1900 +2025-06-25 13:23:27,641 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.000e-04, eta: 2 days, 9:48:31, time: 1.281, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1727, s0.acc: 94.0537, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2305, s1.loss_cls: 0.0798, s1.acc: 94.3813, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1136, s2.loss_cls: 0.0384, s2.acc: 94.4040, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1385 +2025-06-25 13:24:15,723 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.000e-04, eta: 2 days, 9:47:30, time: 0.962, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1593, s0.acc: 94.6045, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2323, s1.loss_cls: 0.0743, s1.acc: 94.7866, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1155, s2.loss_cls: 0.0362, s2.acc: 94.7933, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0544, loss: 1.0825 +2025-06-25 13:25:04,555 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.000e-04, eta: 2 days, 9:46:31, time: 0.977, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1758, s0.acc: 93.9534, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2334, s1.loss_cls: 0.0818, s1.acc: 94.2061, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1161, s2.loss_cls: 0.0396, s2.acc: 94.2161, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0547, loss: 1.1601 +2025-06-25 13:25:55,635 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.000e-04, eta: 2 days, 9:45:40, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1750, s0.acc: 94.0168, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2329, s1.loss_cls: 0.0807, s1.acc: 94.2993, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.3953, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1472 +2025-06-25 13:26:44,173 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.000e-04, eta: 2 days, 9:44:40, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1583, s0.acc: 94.5312, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2267, s1.loss_cls: 0.0728, s1.acc: 94.8144, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1129, s2.loss_cls: 0.0352, s2.acc: 94.9163, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0872 +2025-06-25 13:27:32,879 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.000e-04, eta: 2 days, 9:43:40, time: 0.974, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1673, s0.acc: 94.1707, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2348, s1.loss_cls: 0.0769, s1.acc: 94.4241, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1151, s2.loss_cls: 0.0373, s2.acc: 94.4794, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1247 +2025-06-25 13:28:21,239 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.000e-04, eta: 2 days, 9:42:40, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1678, s0.acc: 94.2024, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2315, s1.loss_cls: 0.0793, s1.acc: 94.3914, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1149, s2.loss_cls: 0.0382, s2.acc: 94.4165, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1236 +2025-06-25 13:29:09,636 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.000e-04, eta: 2 days, 9:41:40, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1670, s0.acc: 94.2861, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2291, s1.loss_cls: 0.0770, s1.acc: 94.5392, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1132, s2.loss_cls: 0.0377, s2.acc: 94.5386, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.1042 +2025-06-25 13:30:15,424 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.000e-04, eta: 2 days, 9:41:38, time: 1.316, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1678, s0.acc: 94.2136, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2350, s1.loss_cls: 0.0790, s1.acc: 94.3773, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1164, s2.loss_cls: 0.0382, s2.acc: 94.3224, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1407 +2025-06-25 13:31:04,200 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.000e-04, eta: 2 days, 9:40:39, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1726, s0.acc: 94.0022, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2335, s1.loss_cls: 0.0790, s1.acc: 94.3852, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1143, s2.loss_cls: 0.0387, s2.acc: 94.3352, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1387 +2025-06-25 13:31:52,544 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.000e-04, eta: 2 days, 9:39:38, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1698, s0.acc: 94.2258, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2337, s1.loss_cls: 0.0788, s1.acc: 94.4487, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1165, s2.loss_cls: 0.0379, s2.acc: 94.5335, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0548, loss: 1.1299 +2025-06-25 13:32:40,867 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.000e-04, eta: 2 days, 9:38:38, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1606, s0.acc: 94.4004, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2347, s1.loss_cls: 0.0757, s1.acc: 94.5555, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1166, s2.loss_cls: 0.0366, s2.acc: 94.5477, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1147 +2025-06-25 13:33:31,627 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.000e-04, eta: 2 days, 9:37:45, time: 1.016, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1745, s0.acc: 93.9214, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2398, s1.loss_cls: 0.0808, s1.acc: 94.2457, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1177, s2.loss_cls: 0.0397, s2.acc: 94.1207, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.1641 +2025-06-25 13:34:19,727 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.000e-04, eta: 2 days, 9:36:44, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1614, s0.acc: 94.2827, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2347, s1.loss_cls: 0.0755, s1.acc: 94.5012, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1172, s2.loss_cls: 0.0369, s2.acc: 94.5601, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1193 +2025-06-25 13:35:08,849 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.000e-04, eta: 2 days, 9:35:46, time: 0.983, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1690, s0.acc: 94.1562, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2339, s1.loss_cls: 0.0779, s1.acc: 94.4498, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1172, s2.loss_cls: 0.0381, s2.acc: 94.4350, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1434 +2025-06-25 13:35:57,009 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.000e-04, eta: 2 days, 9:34:46, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1710, s0.acc: 94.1064, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2325, s1.loss_cls: 0.0804, s1.acc: 94.3041, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1161, s2.loss_cls: 0.0387, s2.acc: 94.3751, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1349 +2025-06-25 13:36:55,327 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.000e-04, eta: 2 days, 9:34:18, time: 1.166, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1716, s0.acc: 94.0457, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2304, s1.loss_cls: 0.0783, s1.acc: 94.4624, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1150, s2.loss_cls: 0.0375, s2.acc: 94.4824, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1343 +2025-06-25 13:37:50,617 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.000e-04, eta: 2 days, 9:33:41, time: 1.106, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1701, s0.acc: 94.1599, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2311, s1.loss_cls: 0.0778, s1.acc: 94.5052, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1146, s2.loss_cls: 0.0376, s2.acc: 94.5036, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1245 +2025-06-25 13:38:38,526 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.000e-04, eta: 2 days, 9:32:39, time: 0.958, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1604, s0.acc: 94.4082, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2235, s1.loss_cls: 0.0750, s1.acc: 94.6891, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1112, s2.loss_cls: 0.0366, s2.acc: 94.7262, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0758 +2025-06-25 13:39:27,079 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.000e-04, eta: 2 days, 9:31:39, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1711, s0.acc: 94.0405, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2345, s1.loss_cls: 0.0786, s1.acc: 94.4384, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1158, s2.loss_cls: 0.0385, s2.acc: 94.3639, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1389 +2025-06-25 13:40:18,006 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.000e-04, eta: 2 days, 9:30:48, time: 1.019, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1708, s0.acc: 94.1953, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2334, s1.loss_cls: 0.0789, s1.acc: 94.5011, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1153, s2.loss_cls: 0.0378, s2.acc: 94.5854, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1261 +2025-06-25 13:41:06,532 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.000e-04, eta: 2 days, 9:29:48, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1738, s0.acc: 94.0659, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2359, s1.loss_cls: 0.0806, s1.acc: 94.3399, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1152, s2.loss_cls: 0.0392, s2.acc: 94.2866, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1503 +2025-06-25 13:41:55,207 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.000e-04, eta: 2 days, 9:28:49, time: 0.974, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1732, s0.acc: 94.0015, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2311, s1.loss_cls: 0.0791, s1.acc: 94.3500, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1139, s2.loss_cls: 0.0391, s2.acc: 94.2791, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0537, loss: 1.1421 +2025-06-25 13:42:44,092 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.000e-04, eta: 2 days, 9:27:50, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1688, s0.acc: 94.0364, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2369, s1.loss_cls: 0.0781, s1.acc: 94.4568, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1168, s2.loss_cls: 0.0384, s2.acc: 94.4071, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1540 +2025-06-25 13:43:34,692 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.000e-04, eta: 2 days, 9:26:57, time: 1.012, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1729, s0.acc: 93.9280, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2353, s1.loss_cls: 0.0783, s1.acc: 94.3752, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1164, s2.loss_cls: 0.0384, s2.acc: 94.4281, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1655 +2025-06-25 13:44:39,333 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.000e-04, eta: 2 days, 9:26:51, time: 1.293, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1727, s0.acc: 94.0354, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2421, s1.loss_cls: 0.0799, s1.acc: 94.3738, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1198, s2.loss_cls: 0.0386, s2.acc: 94.4149, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0558, loss: 1.1547 +2025-06-25 13:45:27,024 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.000e-04, eta: 2 days, 9:25:48, time: 0.953, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1634, s0.acc: 94.2561, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2345, s1.loss_cls: 0.0770, s1.acc: 94.5196, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1157, s2.loss_cls: 0.0380, s2.acc: 94.4292, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1195 +2025-06-25 13:46:15,463 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.000e-04, eta: 2 days, 9:24:48, time: 0.969, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1754, s0.acc: 93.9131, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2371, s1.loss_cls: 0.0810, s1.acc: 94.2162, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1175, s2.loss_cls: 0.0397, s2.acc: 94.1765, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1602 +2025-06-25 13:47:06,580 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.000e-04, eta: 2 days, 9:23:57, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1692, s0.acc: 94.1335, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2326, s1.loss_cls: 0.0786, s1.acc: 94.4058, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1166, s2.loss_cls: 0.0382, s2.acc: 94.3402, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1245 +2025-06-25 13:47:54,128 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.000e-04, eta: 2 days, 9:22:54, time: 0.951, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1563, s0.acc: 94.5679, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2338, s1.loss_cls: 0.0720, s1.acc: 94.8645, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1156, s2.loss_cls: 0.0353, s2.acc: 94.8896, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0547, loss: 1.0818 +2025-06-25 13:48:42,570 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.000e-04, eta: 2 days, 9:21:55, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1598, s0.acc: 94.3879, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2346, s1.loss_cls: 0.0738, s1.acc: 94.7294, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1170, s2.loss_cls: 0.0357, s2.acc: 94.7628, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1091 +2025-06-25 13:49:30,144 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.000e-04, eta: 2 days, 9:20:52, time: 0.951, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1606, s0.acc: 94.4177, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2309, s1.loss_cls: 0.0738, s1.acc: 94.7613, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1144, s2.loss_cls: 0.0354, s2.acc: 94.8049, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0534, loss: 1.0915 +2025-06-25 13:50:18,583 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.000e-04, eta: 2 days, 9:19:52, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1657, s0.acc: 94.1011, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2434, s1.loss_cls: 0.0766, s1.acc: 94.4078, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1207, s2.loss_cls: 0.0374, s2.acc: 94.3759, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0570, loss: 1.1512 +2025-06-25 13:51:22,499 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.000e-04, eta: 2 days, 9:19:43, time: 1.278, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1672, s0.acc: 94.3057, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2370, s1.loss_cls: 0.0771, s1.acc: 94.5630, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1173, s2.loss_cls: 0.0370, s2.acc: 94.5934, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0552, loss: 1.1315 +2025-06-25 13:52:10,212 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.000e-04, eta: 2 days, 9:18:40, time: 0.954, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1686, s0.acc: 94.3281, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2352, s1.loss_cls: 0.0773, s1.acc: 94.6117, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1169, s2.loss_cls: 0.0373, s2.acc: 94.6561, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0553, loss: 1.1223 +2025-06-25 13:52:57,721 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.000e-04, eta: 2 days, 9:17:37, time: 0.950, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1626, s0.acc: 94.4070, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2340, s1.loss_cls: 0.0746, s1.acc: 94.7789, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1162, s2.loss_cls: 0.0362, s2.acc: 94.7339, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1071 +2025-06-25 13:53:45,621 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.000e-04, eta: 2 days, 9:16:36, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1619, s0.acc: 94.3914, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2350, s1.loss_cls: 0.0747, s1.acc: 94.6981, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1166, s2.loss_cls: 0.0365, s2.acc: 94.5953, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0549, loss: 1.1046 +2025-06-25 13:54:36,335 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.000e-04, eta: 2 days, 9:15:43, time: 1.014, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1680, s0.acc: 94.2666, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2322, s1.loss_cls: 0.0770, s1.acc: 94.5313, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1146, s2.loss_cls: 0.0370, s2.acc: 94.6216, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1205 +2025-06-25 13:55:24,243 - mmdet - INFO - Epoch [9][3650/7330] lr: 1.000e-04, eta: 2 days, 9:14:42, time: 0.959, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1666, s0.acc: 94.2258, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2358, s1.loss_cls: 0.0769, s1.acc: 94.5327, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1176, s2.loss_cls: 0.0370, s2.acc: 94.6109, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1263 +2025-06-25 13:56:13,118 - mmdet - INFO - Epoch [9][3700/7330] lr: 1.000e-04, eta: 2 days, 9:13:44, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1803, s0.acc: 93.7783, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2305, s1.loss_cls: 0.0837, s1.acc: 93.9690, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1149, s2.loss_cls: 0.0403, s2.acc: 94.0521, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1606 +2025-06-25 13:57:01,772 - mmdet - INFO - Epoch [9][3750/7330] lr: 1.000e-04, eta: 2 days, 9:12:45, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1665, s0.acc: 94.1628, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2281, s1.loss_cls: 0.0774, s1.acc: 94.4502, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1129, s2.loss_cls: 0.0374, s2.acc: 94.5345, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.1036 +2025-06-25 13:57:59,435 - mmdet - INFO - Epoch [9][3800/7330] lr: 1.000e-04, eta: 2 days, 9:12:15, time: 1.153, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1691, s0.acc: 94.0806, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2334, s1.loss_cls: 0.0782, s1.acc: 94.4566, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1159, s2.loss_cls: 0.0378, s2.acc: 94.4294, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1342 +2025-06-25 13:58:56,630 - mmdet - INFO - Epoch [9][3850/7330] lr: 1.000e-04, eta: 2 days, 9:11:43, time: 1.144, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1710, s0.acc: 94.0815, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2365, s1.loss_cls: 0.0798, s1.acc: 94.3093, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1179, s2.loss_cls: 0.0390, s2.acc: 94.2531, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0554, loss: 1.1455 +2025-06-25 13:59:44,667 - mmdet - INFO - Epoch [9][3900/7330] lr: 1.000e-04, eta: 2 days, 9:10:42, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1649, s0.acc: 94.3047, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2295, s1.loss_cls: 0.0759, s1.acc: 94.7242, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1140, s2.loss_cls: 0.0369, s2.acc: 94.7263, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.1001 +2025-06-25 14:00:33,190 - mmdet - INFO - Epoch [9][3950/7330] lr: 1.000e-04, eta: 2 days, 9:09:43, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1610, s0.acc: 94.2092, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2296, s1.loss_cls: 0.0750, s1.acc: 94.5152, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1150, s2.loss_cls: 0.0365, s2.acc: 94.4416, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1135 +2025-06-25 14:01:24,354 - mmdet - INFO - Epoch [9][4000/7330] lr: 1.000e-04, eta: 2 days, 9:08:52, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1690, s0.acc: 94.0620, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2287, s1.loss_cls: 0.0780, s1.acc: 94.3062, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1148, s2.loss_cls: 0.0385, s2.acc: 94.3196, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1327 +2025-06-25 14:02:12,551 - mmdet - INFO - Epoch [9][4050/7330] lr: 1.000e-04, eta: 2 days, 9:07:51, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1651, s0.acc: 94.3643, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2303, s1.loss_cls: 0.0761, s1.acc: 94.7331, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1148, s2.loss_cls: 0.0369, s2.acc: 94.7220, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0543, loss: 1.1155 +2025-06-25 14:03:01,659 - mmdet - INFO - Epoch [9][4100/7330] lr: 1.000e-04, eta: 2 days, 9:06:54, time: 0.982, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1836, s0.acc: 93.7466, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2376, s1.loss_cls: 0.0842, s1.acc: 94.0118, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1174, s2.loss_cls: 0.0410, s2.acc: 93.9917, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1850 +2025-06-25 14:03:50,041 - mmdet - INFO - Epoch [9][4150/7330] lr: 1.000e-04, eta: 2 days, 9:05:54, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1668, s0.acc: 94.3057, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2321, s1.loss_cls: 0.0760, s1.acc: 94.5900, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1147, s2.loss_cls: 0.0366, s2.acc: 94.7074, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1269 +2025-06-25 14:04:43,175 - mmdet - INFO - Epoch [9][4200/7330] lr: 1.000e-04, eta: 2 days, 9:05:09, time: 1.063, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1726, s0.acc: 94.1509, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2323, s1.loss_cls: 0.0782, s1.acc: 94.4912, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1153, s2.loss_cls: 0.0383, s2.acc: 94.4892, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1268 +2025-06-25 14:05:42,642 - mmdet - INFO - Epoch [9][4250/7330] lr: 1.000e-04, eta: 2 days, 9:04:45, time: 1.189, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1713, s0.acc: 94.0862, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2392, s1.loss_cls: 0.0785, s1.acc: 94.4693, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1176, s2.loss_cls: 0.0379, s2.acc: 94.4602, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1596 +2025-06-25 14:06:31,579 - mmdet - INFO - Epoch [9][4300/7330] lr: 1.000e-04, eta: 2 days, 9:03:47, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1699, s0.acc: 94.1899, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2373, s1.loss_cls: 0.0783, s1.acc: 94.5197, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1192, s2.loss_cls: 0.0382, s2.acc: 94.5153, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0563, loss: 1.1444 +2025-06-25 14:07:20,027 - mmdet - INFO - Epoch [9][4350/7330] lr: 1.000e-04, eta: 2 days, 9:02:47, time: 0.969, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1651, s0.acc: 94.2988, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2343, s1.loss_cls: 0.0765, s1.acc: 94.6115, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1174, s2.loss_cls: 0.0369, s2.acc: 94.6123, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0555, loss: 1.1245 +2025-06-25 14:08:10,467 - mmdet - INFO - Epoch [9][4400/7330] lr: 1.000e-04, eta: 2 days, 9:01:54, time: 1.009, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1653, s0.acc: 94.3364, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2353, s1.loss_cls: 0.0768, s1.acc: 94.6272, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1160, s2.loss_cls: 0.0372, s2.acc: 94.6632, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0548, loss: 1.1126 +2025-06-25 14:08:59,504 - mmdet - INFO - Epoch [9][4450/7330] lr: 1.000e-04, eta: 2 days, 9:00:56, time: 0.981, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1718, s0.acc: 94.1641, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2312, s1.loss_cls: 0.0795, s1.acc: 94.3965, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1160, s2.loss_cls: 0.0387, s2.acc: 94.4069, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1324 +2025-06-25 14:09:47,290 - mmdet - INFO - Epoch [9][4500/7330] lr: 1.000e-04, eta: 2 days, 8:59:54, time: 0.956, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1767, s0.acc: 94.0076, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2446, s1.loss_cls: 0.0821, s1.acc: 94.2507, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1207, s2.loss_cls: 0.0395, s2.acc: 94.2832, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0560, loss: 1.1736 +2025-06-25 14:10:36,130 - mmdet - INFO - Epoch [9][4550/7330] lr: 1.000e-04, eta: 2 days, 8:58:56, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1787, s0.acc: 93.7771, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2406, s1.loss_cls: 0.0824, s1.acc: 94.0436, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1179, s2.loss_cls: 0.0398, s2.acc: 94.1634, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0552, loss: 1.1818 +2025-06-25 14:11:24,640 - mmdet - INFO - Epoch [9][4600/7330] lr: 1.000e-04, eta: 2 days, 8:57:57, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1714, s0.acc: 94.0061, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2412, s1.loss_cls: 0.0792, s1.acc: 94.3065, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1185, s2.loss_cls: 0.0383, s2.acc: 94.3599, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0556, loss: 1.1574 +2025-06-25 14:12:30,524 - mmdet - INFO - Epoch [9][4650/7330] lr: 1.000e-04, eta: 2 days, 8:57:52, time: 1.318, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1628, s0.acc: 94.3347, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2324, s1.loss_cls: 0.0755, s1.acc: 94.6845, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1136, s2.loss_cls: 0.0370, s2.acc: 94.5270, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0535, loss: 1.1031 +2025-06-25 14:13:19,079 - mmdet - INFO - Epoch [9][4700/7330] lr: 1.000e-04, eta: 2 days, 8:56:53, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1667, s0.acc: 94.2385, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2373, s1.loss_cls: 0.0775, s1.acc: 94.5021, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1167, s2.loss_cls: 0.0376, s2.acc: 94.4969, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0549, loss: 1.1246 +2025-06-25 14:14:08,110 - mmdet - INFO - Epoch [9][4750/7330] lr: 1.000e-04, eta: 2 days, 8:55:55, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1750, s0.acc: 93.8806, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2402, s1.loss_cls: 0.0818, s1.acc: 94.0821, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1186, s2.loss_cls: 0.0396, s2.acc: 94.2164, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0554, loss: 1.1705 +2025-06-25 14:14:56,385 - mmdet - INFO - Epoch [9][4800/7330] lr: 1.000e-04, eta: 2 days, 8:54:55, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1722, s0.acc: 94.0779, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2405, s1.loss_cls: 0.0800, s1.acc: 94.3406, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1179, s2.loss_cls: 0.0392, s2.acc: 94.2699, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0548, loss: 1.1504 +2025-06-25 14:15:46,961 - mmdet - INFO - Epoch [9][4850/7330] lr: 1.000e-04, eta: 2 days, 8:54:02, time: 1.011, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1679, s0.acc: 94.3706, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2339, s1.loss_cls: 0.0770, s1.acc: 94.6652, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1162, s2.loss_cls: 0.0373, s2.acc: 94.6293, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1182 +2025-06-25 14:16:35,618 - mmdet - INFO - Epoch [9][4900/7330] lr: 1.000e-04, eta: 2 days, 8:53:04, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1707, s0.acc: 93.9675, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2400, s1.loss_cls: 0.0788, s1.acc: 94.3529, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1192, s2.loss_cls: 0.0380, s2.acc: 94.4153, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1604 +2025-06-25 14:17:23,783 - mmdet - INFO - Epoch [9][4950/7330] lr: 1.000e-04, eta: 2 days, 8:52:03, time: 0.963, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1624, s0.acc: 94.4600, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2352, s1.loss_cls: 0.0751, s1.acc: 94.7550, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1177, s2.loss_cls: 0.0365, s2.acc: 94.7686, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0552, loss: 1.1093 +2025-06-25 14:18:12,166 - mmdet - INFO - Epoch [9][5000/7330] lr: 1.000e-04, eta: 2 days, 8:51:04, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1723, s0.acc: 93.9604, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2375, s1.loss_cls: 0.0812, s1.acc: 94.0775, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1171, s2.loss_cls: 0.0393, s2.acc: 94.1036, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0547, loss: 1.1492 +2025-06-25 14:19:17,258 - mmdet - INFO - Epoch [9][5050/7330] lr: 1.000e-04, eta: 2 days, 8:50:48, time: 1.250, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1685, s0.acc: 94.2463, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2390, s1.loss_cls: 0.0792, s1.acc: 94.4187, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1169, s2.loss_cls: 0.0379, s2.acc: 94.5917, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0548, loss: 1.1307 +2025-06-25 14:20:11,430 - mmdet - INFO - Epoch [9][5100/7330] lr: 1.000e-04, eta: 2 days, 8:50:15, time: 1.135, data_time: 0.077, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1730, s0.acc: 94.0012, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2338, s1.loss_cls: 0.0817, s1.acc: 94.2685, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1156, s2.loss_cls: 0.0395, s2.acc: 94.2145, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1501 +2025-06-25 14:20:59,594 - mmdet - INFO - Epoch [9][5150/7330] lr: 1.000e-04, eta: 2 days, 8:49:15, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1624, s0.acc: 94.3677, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2372, s1.loss_cls: 0.0756, s1.acc: 94.6619, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1169, s2.loss_cls: 0.0367, s2.acc: 94.6023, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1207 +2025-06-25 14:21:48,399 - mmdet - INFO - Epoch [9][5200/7330] lr: 1.000e-04, eta: 2 days, 8:48:16, time: 0.975, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1650, s0.acc: 94.3704, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2353, s1.loss_cls: 0.0771, s1.acc: 94.6281, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1171, s2.loss_cls: 0.0373, s2.acc: 94.6521, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0550, loss: 1.1196 +2025-06-25 14:22:38,887 - mmdet - INFO - Epoch [9][5250/7330] lr: 1.000e-04, eta: 2 days, 8:47:23, time: 1.010, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1670, s0.acc: 94.2971, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2380, s1.loss_cls: 0.0776, s1.acc: 94.5563, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1182, s2.loss_cls: 0.0376, s2.acc: 94.5075, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0556, loss: 1.1293 +2025-06-25 14:23:27,461 - mmdet - INFO - Epoch [9][5300/7330] lr: 1.000e-04, eta: 2 days, 8:46:24, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1704, s0.acc: 94.1890, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2316, s1.loss_cls: 0.0795, s1.acc: 94.3958, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.3731, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1274 +2025-06-25 14:24:16,249 - mmdet - INFO - Epoch [9][5350/7330] lr: 1.000e-04, eta: 2 days, 8:45:26, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1719, s0.acc: 94.2131, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2394, s1.loss_cls: 0.0796, s1.acc: 94.4437, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1194, s2.loss_cls: 0.0385, s2.acc: 94.3855, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0562, loss: 1.1552 +2025-06-25 14:25:05,284 - mmdet - INFO - Epoch [9][5400/7330] lr: 1.000e-04, eta: 2 days, 8:44:28, time: 0.981, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1674, s0.acc: 94.2166, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2359, s1.loss_cls: 0.0774, s1.acc: 94.5300, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1160, s2.loss_cls: 0.0373, s2.acc: 94.4906, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.1279 +2025-06-25 14:25:59,234 - mmdet - INFO - Epoch [9][5450/7330] lr: 1.000e-04, eta: 2 days, 8:43:46, time: 1.079, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1608, s0.acc: 94.3933, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2290, s1.loss_cls: 0.0742, s1.acc: 94.6967, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1138, s2.loss_cls: 0.0362, s2.acc: 94.6397, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1054 +2025-06-25 14:27:01,990 - mmdet - INFO - Epoch [9][5500/7330] lr: 1.000e-04, eta: 2 days, 8:43:31, time: 1.255, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1694, s0.acc: 94.0801, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2415, s1.loss_cls: 0.0796, s1.acc: 94.3439, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1177, s2.loss_cls: 0.0391, s2.acc: 94.1719, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1593 +2025-06-25 14:27:51,021 - mmdet - INFO - Epoch [9][5550/7330] lr: 1.000e-04, eta: 2 days, 8:42:33, time: 0.980, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1714, s0.acc: 94.0339, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2393, s1.loss_cls: 0.0811, s1.acc: 94.1791, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1179, s2.loss_cls: 0.0393, s2.acc: 94.1241, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1598 +2025-06-25 14:28:39,968 - mmdet - INFO - Epoch [9][5600/7330] lr: 1.000e-04, eta: 2 days, 8:41:36, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1628, s0.acc: 94.4346, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2310, s1.loss_cls: 0.0746, s1.acc: 94.7708, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1146, s2.loss_cls: 0.0362, s2.acc: 94.8294, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1036 +2025-06-25 14:29:31,879 - mmdet - INFO - Epoch [9][5650/7330] lr: 1.000e-04, eta: 2 days, 8:40:47, time: 1.038, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1715, s0.acc: 94.1560, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2382, s1.loss_cls: 0.0789, s1.acc: 94.4709, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1172, s2.loss_cls: 0.0378, s2.acc: 94.4980, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1559 +2025-06-25 14:30:20,353 - mmdet - INFO - Epoch [9][5700/7330] lr: 1.000e-04, eta: 2 days, 8:39:48, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1717, s0.acc: 93.9290, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2380, s1.loss_cls: 0.0794, s1.acc: 94.2161, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1182, s2.loss_cls: 0.0391, s2.acc: 94.0988, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0556, loss: 1.1583 +2025-06-25 14:31:08,817 - mmdet - INFO - Epoch [9][5750/7330] lr: 1.000e-04, eta: 2 days, 8:38:48, time: 0.969, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1697, s0.acc: 94.2263, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2359, s1.loss_cls: 0.0786, s1.acc: 94.5458, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1168, s2.loss_cls: 0.0383, s2.acc: 94.5380, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1314 +2025-06-25 14:31:57,309 - mmdet - INFO - Epoch [9][5800/7330] lr: 1.000e-04, eta: 2 days, 8:37:49, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1702, s0.acc: 94.1304, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2350, s1.loss_cls: 0.0793, s1.acc: 94.3656, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1158, s2.loss_cls: 0.0382, s2.acc: 94.3784, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0545, loss: 1.1314 +2025-06-25 14:32:48,127 - mmdet - INFO - Epoch [9][5850/7330] lr: 1.000e-04, eta: 2 days, 8:36:57, time: 1.016, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1783, s0.acc: 93.9436, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2357, s1.loss_cls: 0.0840, s1.acc: 94.0845, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1159, s2.loss_cls: 0.0404, s2.acc: 94.2205, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1521 +2025-06-25 14:33:55,466 - mmdet - INFO - Epoch [9][5900/7330] lr: 1.000e-04, eta: 2 days, 8:36:56, time: 1.347, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1707, s0.acc: 94.1760, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2372, s1.loss_cls: 0.0800, s1.acc: 94.4023, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1170, s2.loss_cls: 0.0388, s2.acc: 94.3761, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0550, loss: 1.1373 +2025-06-25 14:34:44,321 - mmdet - INFO - Epoch [9][5950/7330] lr: 1.000e-04, eta: 2 days, 8:35:58, time: 0.977, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1761, s0.acc: 93.8284, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2407, s1.loss_cls: 0.0826, s1.acc: 94.0473, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1189, s2.loss_cls: 0.0406, s2.acc: 93.9783, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.1755 +2025-06-25 14:35:33,636 - mmdet - INFO - Epoch [9][6000/7330] lr: 1.000e-04, eta: 2 days, 8:35:01, time: 0.986, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1752, s0.acc: 94.0508, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2374, s1.loss_cls: 0.0824, s1.acc: 94.1739, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1182, s2.loss_cls: 0.0396, s2.acc: 94.2370, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0545, loss: 1.1625 +2025-06-25 14:36:22,233 - mmdet - INFO - Epoch [9][6050/7330] lr: 1.000e-04, eta: 2 days, 8:34:02, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1693, s0.acc: 94.0793, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2378, s1.loss_cls: 0.0794, s1.acc: 94.2369, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1176, s2.loss_cls: 0.0384, s2.acc: 94.3713, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0556, loss: 1.1443 +2025-06-25 14:37:13,476 - mmdet - INFO - Epoch [9][6100/7330] lr: 1.000e-04, eta: 2 days, 8:33:12, time: 1.025, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1835, s0.acc: 93.6628, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2396, s1.loss_cls: 0.0847, s1.acc: 93.9602, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1180, s2.loss_cls: 0.0408, s2.acc: 94.0192, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1884 +2025-06-25 14:38:02,248 - mmdet - INFO - Epoch [9][6150/7330] lr: 1.000e-04, eta: 2 days, 8:32:13, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1793, s0.acc: 94.0327, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2326, s1.loss_cls: 0.0822, s1.acc: 94.4801, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1148, s2.loss_cls: 0.0399, s2.acc: 94.3723, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.1408 +2025-06-25 14:38:50,679 - mmdet - INFO - Epoch [9][6200/7330] lr: 1.000e-04, eta: 2 days, 8:31:14, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1662, s0.acc: 94.3176, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2313, s1.loss_cls: 0.0763, s1.acc: 94.5393, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1146, s2.loss_cls: 0.0375, s2.acc: 94.4641, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1070 +2025-06-25 14:39:39,126 - mmdet - INFO - Epoch [9][6250/7330] lr: 1.000e-04, eta: 2 days, 8:30:15, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1673, s0.acc: 94.2036, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2293, s1.loss_cls: 0.0778, s1.acc: 94.3874, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1136, s2.loss_cls: 0.0380, s2.acc: 94.4128, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.1036 +2025-06-25 14:40:43,231 - mmdet - INFO - Epoch [9][6300/7330] lr: 1.000e-04, eta: 2 days, 8:30:03, time: 1.282, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1780, s0.acc: 93.8081, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2337, s1.loss_cls: 0.0835, s1.acc: 93.9909, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1157, s2.loss_cls: 0.0408, s2.acc: 94.0188, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1606 +2025-06-25 14:41:37,788 - mmdet - INFO - Epoch [9][6350/7330] lr: 1.000e-04, eta: 2 days, 8:29:23, time: 1.091, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1799, s0.acc: 93.8726, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2383, s1.loss_cls: 0.0837, s1.acc: 94.1606, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1186, s2.loss_cls: 0.0406, s2.acc: 94.1263, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0558, loss: 1.1726 +2025-06-25 14:42:25,965 - mmdet - INFO - Epoch [9][6400/7330] lr: 1.000e-04, eta: 2 days, 8:28:23, time: 0.964, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1634, s0.acc: 94.3218, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2311, s1.loss_cls: 0.0767, s1.acc: 94.5351, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1143, s2.loss_cls: 0.0370, s2.acc: 94.6339, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0533, loss: 1.0989 +2025-06-25 14:43:15,095 - mmdet - INFO - Epoch [9][6450/7330] lr: 1.000e-04, eta: 2 days, 8:27:25, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1802, s0.acc: 93.8140, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2405, s1.loss_cls: 0.0822, s1.acc: 94.2069, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1194, s2.loss_cls: 0.0395, s2.acc: 94.2143, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0558, loss: 1.1789 +2025-06-25 14:44:06,133 - mmdet - INFO - Epoch [9][6500/7330] lr: 1.000e-04, eta: 2 days, 8:26:34, time: 1.021, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1829, s0.acc: 93.6294, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2412, s1.loss_cls: 0.0855, s1.acc: 93.7922, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1197, s2.loss_cls: 0.0416, s2.acc: 93.7767, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0561, loss: 1.2058 +2025-06-25 14:44:54,751 - mmdet - INFO - Epoch [9][6550/7330] lr: 1.000e-04, eta: 2 days, 8:25:35, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1800, s0.acc: 93.8650, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2395, s1.loss_cls: 0.0836, s1.acc: 94.1435, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1174, s2.loss_cls: 0.0406, s2.acc: 94.1962, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1731 +2025-06-25 14:45:43,301 - mmdet - INFO - Epoch [9][6600/7330] lr: 1.000e-04, eta: 2 days, 8:24:36, time: 0.971, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1673, s0.acc: 94.2039, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2297, s1.loss_cls: 0.0771, s1.acc: 94.4783, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1150, s2.loss_cls: 0.0381, s2.acc: 94.3918, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1256 +2025-06-25 14:46:31,634 - mmdet - INFO - Epoch [9][6650/7330] lr: 1.000e-04, eta: 2 days, 8:23:37, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1646, s0.acc: 94.4014, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2393, s1.loss_cls: 0.0771, s1.acc: 94.5831, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1191, s2.loss_cls: 0.0374, s2.acc: 94.5235, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0557, loss: 1.1273 +2025-06-25 14:47:24,879 - mmdet - INFO - Epoch [9][6700/7330] lr: 1.000e-04, eta: 2 days, 8:22:52, time: 1.066, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1702, s0.acc: 94.1340, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2351, s1.loss_cls: 0.0793, s1.acc: 94.3865, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1171, s2.loss_cls: 0.0386, s2.acc: 94.3294, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1355 +2025-06-25 14:48:27,583 - mmdet - INFO - Epoch [9][6750/7330] lr: 1.000e-04, eta: 2 days, 8:22:36, time: 1.254, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1741, s0.acc: 93.9353, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2447, s1.loss_cls: 0.0799, s1.acc: 94.2488, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1199, s2.loss_cls: 0.0392, s2.acc: 94.2816, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0559, loss: 1.1688 +2025-06-25 14:49:15,295 - mmdet - INFO - Epoch [9][6800/7330] lr: 1.000e-04, eta: 2 days, 8:21:35, time: 0.954, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1647, s0.acc: 94.3342, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2314, s1.loss_cls: 0.0759, s1.acc: 94.6435, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1143, s2.loss_cls: 0.0370, s2.acc: 94.6549, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.1131 +2025-06-25 14:50:04,023 - mmdet - INFO - Epoch [9][6850/7330] lr: 1.000e-04, eta: 2 days, 8:20:36, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1729, s0.acc: 94.1235, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2326, s1.loss_cls: 0.0803, s1.acc: 94.4039, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0390, s2.acc: 94.3491, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1409 +2025-06-25 14:50:54,870 - mmdet - INFO - Epoch [9][6900/7330] lr: 1.000e-04, eta: 2 days, 8:19:44, time: 1.017, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1721, s0.acc: 94.1287, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2367, s1.loss_cls: 0.0804, s1.acc: 94.4020, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1186, s2.loss_cls: 0.0387, s2.acc: 94.4058, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0561, loss: 1.1437 +2025-06-25 14:51:43,338 - mmdet - INFO - Epoch [9][6950/7330] lr: 1.000e-04, eta: 2 days, 8:18:45, time: 0.969, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1582, s0.acc: 94.4902, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2313, s1.loss_cls: 0.0727, s1.acc: 94.7427, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1146, s2.loss_cls: 0.0355, s2.acc: 94.6902, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.0939 +2025-06-25 14:52:32,385 - mmdet - INFO - Epoch [9][7000/7330] lr: 1.000e-04, eta: 2 days, 8:17:48, time: 0.981, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1784, s0.acc: 93.8418, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2387, s1.loss_cls: 0.0831, s1.acc: 94.0301, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1187, s2.loss_cls: 0.0405, s2.acc: 94.0040, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0555, loss: 1.1751 +2025-06-25 14:53:20,954 - mmdet - INFO - Epoch [9][7050/7330] lr: 1.000e-04, eta: 2 days, 8:16:49, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1772, s0.acc: 93.7876, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2394, s1.loss_cls: 0.0828, s1.acc: 94.0694, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1181, s2.loss_cls: 0.0401, s2.acc: 94.0393, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0553, loss: 1.1732 +2025-06-25 14:54:11,369 - mmdet - INFO - Epoch [9][7100/7330] lr: 1.000e-04, eta: 2 days, 8:15:56, time: 1.008, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1690, s0.acc: 94.1570, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2312, s1.loss_cls: 0.0782, s1.acc: 94.4581, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1153, s2.loss_cls: 0.0386, s2.acc: 94.3957, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1349 +2025-06-25 14:55:14,612 - mmdet - INFO - Epoch [9][7150/7330] lr: 1.000e-04, eta: 2 days, 8:15:41, time: 1.265, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1658, s0.acc: 94.4011, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2342, s1.loss_cls: 0.0766, s1.acc: 94.6037, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1172, s2.loss_cls: 0.0377, s2.acc: 94.4807, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0553, loss: 1.1244 +2025-06-25 14:56:02,662 - mmdet - INFO - Epoch [9][7200/7330] lr: 1.000e-04, eta: 2 days, 8:14:41, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1700, s0.acc: 94.1729, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2376, s1.loss_cls: 0.0789, s1.acc: 94.4796, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1186, s2.loss_cls: 0.0379, s2.acc: 94.5340, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0555, loss: 1.1417 +2025-06-25 14:56:51,104 - mmdet - INFO - Epoch [9][7250/7330] lr: 1.000e-04, eta: 2 days, 8:13:42, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1732, s0.acc: 94.0640, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2367, s1.loss_cls: 0.0804, s1.acc: 94.3668, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1177, s2.loss_cls: 0.0387, s2.acc: 94.3456, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.1430 +2025-06-25 14:57:41,784 - mmdet - INFO - Epoch [9][7300/7330] lr: 1.000e-04, eta: 2 days, 8:12:49, time: 1.014, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1654, s0.acc: 94.2212, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2336, s1.loss_cls: 0.0773, s1.acc: 94.4674, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1160, s2.loss_cls: 0.0383, s2.acc: 94.3666, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1202 +2025-06-25 14:58:24,656 - mmdet - INFO - Saving checkpoint at 9 epochs +2025-06-25 15:01:32,083 - mmdet - INFO - Evaluating bbox... +2025-06-25 15:02:05,786 - mmdet - INFO - Evaluating segm... +2025-06-25 15:02:37,819 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 15:02:37,820 - mmdet - INFO - Epoch(val) [9][7330] bbox_mAP: 0.4590, bbox_mAP_50: 0.6460, bbox_mAP_75: 0.4990, bbox_mAP_s: 0.2920, bbox_mAP_m: 0.4930, bbox_mAP_l: 0.6080, bbox_mAP_copypaste: 0.459 0.646 0.499 0.292 0.493 0.608, segm_mAP: 0.3970, segm_mAP_50: 0.6160, segm_mAP_75: 0.4290, segm_mAP_s: 0.2400, segm_mAP_m: 0.4280, segm_mAP_l: 0.5420, segm_mAP_copypaste: 0.397 0.616 0.429 0.240 0.428 0.542 +2025-06-25 15:04:46,883 - mmdet - INFO - Epoch [10][50/7330] lr: 1.000e-04, eta: 2 days, 8:13:49, time: 2.581, data_time: 1.554, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1663, s0.acc: 94.1760, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2337, s1.loss_cls: 0.0772, s1.acc: 94.4953, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1157, s2.loss_cls: 0.0373, s2.acc: 94.4812, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1308 +2025-06-25 15:05:38,663 - mmdet - INFO - Epoch [10][100/7330] lr: 1.000e-04, eta: 2 days, 8:13:00, time: 1.036, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1650, s0.acc: 94.3066, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2313, s1.loss_cls: 0.0762, s1.acc: 94.6163, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1140, s2.loss_cls: 0.0369, s2.acc: 94.5995, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0533, loss: 1.1009 +2025-06-25 15:06:49,739 - mmdet - INFO - Epoch [10][150/7330] lr: 1.000e-04, eta: 2 days, 8:13:08, time: 1.421, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1649, s0.acc: 94.2920, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2376, s1.loss_cls: 0.0758, s1.acc: 94.5935, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1167, s2.loss_cls: 0.0361, s2.acc: 94.6064, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.1168 +2025-06-25 15:07:43,122 - mmdet - INFO - Epoch [10][200/7330] lr: 1.000e-04, eta: 2 days, 8:12:24, time: 1.068, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1730, s0.acc: 94.0149, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2399, s1.loss_cls: 0.0806, s1.acc: 94.2816, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1191, s2.loss_cls: 0.0389, s2.acc: 94.3585, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0562, loss: 1.1684 +2025-06-25 15:08:34,535 - mmdet - INFO - Epoch [10][250/7330] lr: 1.000e-04, eta: 2 days, 8:11:33, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1764, s0.acc: 93.9097, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2361, s1.loss_cls: 0.0805, s1.acc: 94.2674, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1168, s2.loss_cls: 0.0394, s2.acc: 94.2239, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1693 +2025-06-25 15:09:24,784 - mmdet - INFO - Epoch [10][300/7330] lr: 1.000e-04, eta: 2 days, 8:10:39, time: 1.005, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1596, s0.acc: 94.4429, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2281, s1.loss_cls: 0.0722, s1.acc: 94.8754, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1149, s2.loss_cls: 0.0360, s2.acc: 94.6868, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0540, loss: 1.0910 +2025-06-25 15:10:15,033 - mmdet - INFO - Epoch [10][350/7330] lr: 1.000e-04, eta: 2 days, 8:09:45, time: 1.005, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1684, s0.acc: 94.1221, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2335, s1.loss_cls: 0.0775, s1.acc: 94.4430, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1156, s2.loss_cls: 0.0374, s2.acc: 94.5223, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1309 +2025-06-25 15:11:08,555 - mmdet - INFO - Epoch [10][400/7330] lr: 1.000e-04, eta: 2 days, 8:09:01, time: 1.070, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1723, s0.acc: 93.9167, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2377, s1.loss_cls: 0.0800, s1.acc: 94.1306, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1182, s2.loss_cls: 0.0393, s2.acc: 94.0606, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0556, loss: 1.1584 +2025-06-25 15:11:58,727 - mmdet - INFO - Epoch [10][450/7330] lr: 1.000e-04, eta: 2 days, 8:08:07, time: 1.003, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1650, s0.acc: 94.1873, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2358, s1.loss_cls: 0.0773, s1.acc: 94.4227, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1176, s2.loss_cls: 0.0374, s2.acc: 94.4219, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0548, loss: 1.1193 +2025-06-25 15:12:48,231 - mmdet - INFO - Epoch [10][500/7330] lr: 1.000e-04, eta: 2 days, 8:07:11, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1702, s0.acc: 94.1042, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2321, s1.loss_cls: 0.0781, s1.acc: 94.4127, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.4065, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.1230 +2025-06-25 15:13:47,560 - mmdet - INFO - Epoch [10][550/7330] lr: 1.000e-04, eta: 2 days, 8:06:44, time: 1.187, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1676, s0.acc: 94.1721, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2311, s1.loss_cls: 0.0770, s1.acc: 94.5705, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.5173, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1312 +2025-06-25 15:14:48,082 - mmdet - INFO - Epoch [10][600/7330] lr: 1.000e-04, eta: 2 days, 8:06:20, time: 1.210, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1786, s0.acc: 93.7817, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2365, s1.loss_cls: 0.0826, s1.acc: 94.1224, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1184, s2.loss_cls: 0.0401, s2.acc: 94.0794, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0558, loss: 1.1839 +2025-06-25 15:15:38,250 - mmdet - INFO - Epoch [10][650/7330] lr: 1.000e-04, eta: 2 days, 8:05:26, time: 1.003, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1730, s0.acc: 93.9604, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2377, s1.loss_cls: 0.0804, s1.acc: 94.2391, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1187, s2.loss_cls: 0.0391, s2.acc: 94.3379, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1546 +2025-06-25 15:16:27,218 - mmdet - INFO - Epoch [10][700/7330] lr: 1.000e-04, eta: 2 days, 8:04:28, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1663, s0.acc: 94.2922, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2341, s1.loss_cls: 0.0760, s1.acc: 94.6164, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1154, s2.loss_cls: 0.0370, s2.acc: 94.6299, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.1116 +2025-06-25 15:17:16,404 - mmdet - INFO - Epoch [10][750/7330] lr: 1.000e-04, eta: 2 days, 8:03:31, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1741, s0.acc: 93.9724, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2313, s1.loss_cls: 0.0808, s1.acc: 94.2449, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1148, s2.loss_cls: 0.0391, s2.acc: 94.2083, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1361 +2025-06-25 15:18:08,532 - mmdet - INFO - Epoch [10][800/7330] lr: 1.000e-04, eta: 2 days, 8:02:43, time: 1.042, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1659, s0.acc: 94.3318, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2313, s1.loss_cls: 0.0768, s1.acc: 94.6303, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1153, s2.loss_cls: 0.0370, s2.acc: 94.6920, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1215 +2025-06-25 15:18:57,706 - mmdet - INFO - Epoch [10][850/7330] lr: 1.000e-04, eta: 2 days, 8:01:46, time: 0.983, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1585, s0.acc: 94.3997, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2364, s1.loss_cls: 0.0735, s1.acc: 94.6619, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1166, s2.loss_cls: 0.0355, s2.acc: 94.7879, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0549, loss: 1.1160 +2025-06-25 15:19:46,602 - mmdet - INFO - Epoch [10][900/7330] lr: 1.000e-04, eta: 2 days, 8:00:48, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1598, s0.acc: 94.5039, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2286, s1.loss_cls: 0.0735, s1.acc: 94.8395, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1140, s2.loss_cls: 0.0353, s2.acc: 94.8345, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.0887 +2025-06-25 15:20:38,334 - mmdet - INFO - Epoch [10][950/7330] lr: 1.000e-04, eta: 2 days, 7:59:58, time: 1.034, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1693, s0.acc: 94.1204, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2324, s1.loss_cls: 0.0775, s1.acc: 94.4883, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1155, s2.loss_cls: 0.0377, s2.acc: 94.5308, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1295 +2025-06-25 15:21:42,334 - mmdet - INFO - Epoch [10][1000/7330] lr: 1.000e-04, eta: 2 days, 7:59:45, time: 1.280, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1613, s0.acc: 94.3308, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2357, s1.loss_cls: 0.0745, s1.acc: 94.6200, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1162, s2.loss_cls: 0.0362, s2.acc: 94.6665, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0545, loss: 1.1133 +2025-06-25 15:22:31,256 - mmdet - INFO - Epoch [10][1050/7330] lr: 1.000e-04, eta: 2 days, 7:58:47, time: 0.978, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1636, s0.acc: 94.2646, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2381, s1.loss_cls: 0.0757, s1.acc: 94.6514, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1177, s2.loss_cls: 0.0370, s2.acc: 94.5595, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0565, loss: 1.1269 +2025-06-25 15:23:20,548 - mmdet - INFO - Epoch [10][1100/7330] lr: 1.000e-04, eta: 2 days, 7:57:50, time: 0.986, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1695, s0.acc: 94.0911, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2380, s1.loss_cls: 0.0777, s1.acc: 94.3942, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1167, s2.loss_cls: 0.0380, s2.acc: 94.3693, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1496 +2025-06-25 15:24:09,041 - mmdet - INFO - Epoch [10][1150/7330] lr: 1.000e-04, eta: 2 days, 7:56:51, time: 0.970, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1604, s0.acc: 94.2542, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2392, s1.loss_cls: 0.0727, s1.acc: 94.6993, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1188, s2.loss_cls: 0.0358, s2.acc: 94.6658, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0557, loss: 1.1211 +2025-06-25 15:25:00,306 - mmdet - INFO - Epoch [10][1200/7330] lr: 1.000e-04, eta: 2 days, 7:56:00, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1775, s0.acc: 93.7861, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2350, s1.loss_cls: 0.0821, s1.acc: 94.1115, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1166, s2.loss_cls: 0.0392, s2.acc: 94.1740, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1596 +2025-06-25 15:25:48,760 - mmdet - INFO - Epoch [10][1250/7330] lr: 1.000e-04, eta: 2 days, 7:55:01, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1593, s0.acc: 94.4688, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2264, s1.loss_cls: 0.0741, s1.acc: 94.7335, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1138, s2.loss_cls: 0.0357, s2.acc: 94.8222, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0852 +2025-06-25 15:26:37,383 - mmdet - INFO - Epoch [10][1300/7330] lr: 1.000e-04, eta: 2 days, 7:54:02, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1644, s0.acc: 94.3870, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2293, s1.loss_cls: 0.0748, s1.acc: 94.7344, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1144, s2.loss_cls: 0.0363, s2.acc: 94.6748, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0540, loss: 1.1004 +2025-06-25 15:27:26,125 - mmdet - INFO - Epoch [10][1350/7330] lr: 1.000e-04, eta: 2 days, 7:53:04, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1661, s0.acc: 94.2205, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2402, s1.loss_cls: 0.0762, s1.acc: 94.5358, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1189, s2.loss_cls: 0.0370, s2.acc: 94.5264, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0560, loss: 1.1423 +2025-06-25 15:28:29,762 - mmdet - INFO - Epoch [10][1400/7330] lr: 1.000e-04, eta: 2 days, 7:52:49, time: 1.273, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1752, s0.acc: 93.9749, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2361, s1.loss_cls: 0.0807, s1.acc: 94.3176, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1162, s2.loss_cls: 0.0391, s2.acc: 94.3789, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1506 +2025-06-25 15:29:20,530 - mmdet - INFO - Epoch [10][1450/7330] lr: 1.000e-04, eta: 2 days, 7:51:57, time: 1.015, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1616, s0.acc: 94.3179, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2331, s1.loss_cls: 0.0754, s1.acc: 94.5934, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1167, s2.loss_cls: 0.0366, s2.acc: 94.6776, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0549, loss: 1.1151 +2025-06-25 15:30:08,842 - mmdet - INFO - Epoch [10][1500/7330] lr: 1.000e-04, eta: 2 days, 7:50:57, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1607, s0.acc: 94.4341, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2321, s1.loss_cls: 0.0736, s1.acc: 94.7846, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1158, s2.loss_cls: 0.0355, s2.acc: 94.7185, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1080 +2025-06-25 15:30:57,206 - mmdet - INFO - Epoch [10][1550/7330] lr: 1.000e-04, eta: 2 days, 7:49:58, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1654, s0.acc: 94.2654, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2396, s1.loss_cls: 0.0765, s1.acc: 94.5704, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1175, s2.loss_cls: 0.0361, s2.acc: 94.7589, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1371 +2025-06-25 15:31:44,974 - mmdet - INFO - Epoch [10][1600/7330] lr: 1.000e-04, eta: 2 days, 7:48:57, time: 0.955, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1711, s0.acc: 94.1248, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2382, s1.loss_cls: 0.0786, s1.acc: 94.4840, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1178, s2.loss_cls: 0.0383, s2.acc: 94.4823, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0551, loss: 1.1465 +2025-06-25 15:32:35,757 - mmdet - INFO - Epoch [10][1650/7330] lr: 1.000e-04, eta: 2 days, 7:48:05, time: 1.016, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1699, s0.acc: 94.1035, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2388, s1.loss_cls: 0.0799, s1.acc: 94.2653, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1175, s2.loss_cls: 0.0387, s2.acc: 94.3013, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.1506 +2025-06-25 15:33:23,943 - mmdet - INFO - Epoch [10][1700/7330] lr: 1.000e-04, eta: 2 days, 7:47:05, time: 0.963, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1679, s0.acc: 94.1956, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2357, s1.loss_cls: 0.0778, s1.acc: 94.5077, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1169, s2.loss_cls: 0.0379, s2.acc: 94.4543, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1391 +2025-06-25 15:34:11,832 - mmdet - INFO - Epoch [10][1750/7330] lr: 1.000e-04, eta: 2 days, 7:46:04, time: 0.958, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1584, s0.acc: 94.4031, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2345, s1.loss_cls: 0.0746, s1.acc: 94.6997, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1171, s2.loss_cls: 0.0364, s2.acc: 94.7016, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0544, loss: 1.0922 +2025-06-25 15:35:09,638 - mmdet - INFO - Epoch [10][1800/7330] lr: 1.000e-04, eta: 2 days, 7:45:32, time: 1.156, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1694, s0.acc: 94.1755, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2315, s1.loss_cls: 0.0773, s1.acc: 94.5087, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0376, s2.acc: 94.4712, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1227 +2025-06-25 15:36:04,960 - mmdet - INFO - Epoch [10][1850/7330] lr: 1.000e-04, eta: 2 days, 7:44:53, time: 1.106, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1665, s0.acc: 94.2490, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2302, s1.loss_cls: 0.0777, s1.acc: 94.5309, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1140, s2.loss_cls: 0.0371, s2.acc: 94.6224, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0533, loss: 1.1105 +2025-06-25 15:36:52,837 - mmdet - INFO - Epoch [10][1900/7330] lr: 1.000e-04, eta: 2 days, 7:43:52, time: 0.958, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1637, s0.acc: 94.2927, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2335, s1.loss_cls: 0.0748, s1.acc: 94.6731, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1158, s2.loss_cls: 0.0367, s2.acc: 94.6939, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1124 +2025-06-25 15:37:41,743 - mmdet - INFO - Epoch [10][1950/7330] lr: 1.000e-04, eta: 2 days, 7:42:54, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1716, s0.acc: 94.0920, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2335, s1.loss_cls: 0.0796, s1.acc: 94.3382, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1155, s2.loss_cls: 0.0386, s2.acc: 94.3597, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1391 +2025-06-25 15:38:29,866 - mmdet - INFO - Epoch [10][2000/7330] lr: 1.000e-04, eta: 2 days, 7:41:54, time: 0.962, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1730, s0.acc: 94.2810, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2356, s1.loss_cls: 0.0791, s1.acc: 94.6258, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1163, s2.loss_cls: 0.0380, s2.acc: 94.7029, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1356 +2025-06-25 15:39:20,512 - mmdet - INFO - Epoch [10][2050/7330] lr: 1.000e-04, eta: 2 days, 7:41:02, time: 1.013, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1628, s0.acc: 94.4756, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2328, s1.loss_cls: 0.0740, s1.acc: 94.7593, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1139, s2.loss_cls: 0.0358, s2.acc: 94.8298, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.1040 +2025-06-25 15:40:09,584 - mmdet - INFO - Epoch [10][2100/7330] lr: 1.000e-04, eta: 2 days, 7:40:04, time: 0.982, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1684, s0.acc: 94.1465, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2363, s1.loss_cls: 0.0775, s1.acc: 94.4717, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1170, s2.loss_cls: 0.0380, s2.acc: 94.4750, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1436 +2025-06-25 15:40:57,904 - mmdet - INFO - Epoch [10][2150/7330] lr: 1.000e-04, eta: 2 days, 7:39:05, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1656, s0.acc: 94.2451, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2339, s1.loss_cls: 0.0760, s1.acc: 94.6172, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1162, s2.loss_cls: 0.0366, s2.acc: 94.7075, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1250 +2025-06-25 15:41:48,613 - mmdet - INFO - Epoch [10][2200/7330] lr: 1.000e-04, eta: 2 days, 7:38:13, time: 1.014, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1748, s0.acc: 93.8745, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2327, s1.loss_cls: 0.0810, s1.acc: 94.1745, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1155, s2.loss_cls: 0.0389, s2.acc: 94.2760, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1548 +2025-06-25 15:42:51,701 - mmdet - INFO - Epoch [10][2250/7330] lr: 1.000e-04, eta: 2 days, 7:37:56, time: 1.262, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1707, s0.acc: 94.0823, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2335, s1.loss_cls: 0.0799, s1.acc: 94.2719, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1160, s2.loss_cls: 0.0388, s2.acc: 94.2157, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1376 +2025-06-25 15:43:40,270 - mmdet - INFO - Epoch [10][2300/7330] lr: 1.000e-04, eta: 2 days, 7:36:57, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1735, s0.acc: 94.0305, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2354, s1.loss_cls: 0.0796, s1.acc: 94.3347, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1161, s2.loss_cls: 0.0389, s2.acc: 94.4103, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1476 +2025-06-25 15:44:28,765 - mmdet - INFO - Epoch [10][2350/7330] lr: 1.000e-04, eta: 2 days, 7:35:58, time: 0.970, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1718, s0.acc: 94.0642, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2393, s1.loss_cls: 0.0796, s1.acc: 94.3243, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1171, s2.loss_cls: 0.0388, s2.acc: 94.2798, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1475 +2025-06-25 15:45:17,007 - mmdet - INFO - Epoch [10][2400/7330] lr: 1.000e-04, eta: 2 days, 7:34:58, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1640, s0.acc: 94.2397, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2354, s1.loss_cls: 0.0757, s1.acc: 94.5180, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1173, s2.loss_cls: 0.0372, s2.acc: 94.4804, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1240 +2025-06-25 15:46:07,620 - mmdet - INFO - Epoch [10][2450/7330] lr: 1.000e-04, eta: 2 days, 7:34:06, time: 1.012, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1763, s0.acc: 93.8528, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2387, s1.loss_cls: 0.0806, s1.acc: 94.1879, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1181, s2.loss_cls: 0.0390, s2.acc: 94.2160, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0556, loss: 1.1711 +2025-06-25 15:46:55,811 - mmdet - INFO - Epoch [10][2500/7330] lr: 1.000e-04, eta: 2 days, 7:33:06, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1699, s0.acc: 94.2151, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2365, s1.loss_cls: 0.0783, s1.acc: 94.4476, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1173, s2.loss_cls: 0.0380, s2.acc: 94.4175, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0552, loss: 1.1343 +2025-06-25 15:47:44,056 - mmdet - INFO - Epoch [10][2550/7330] lr: 1.000e-04, eta: 2 days, 7:32:06, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1727, s0.acc: 94.0769, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2367, s1.loss_cls: 0.0802, s1.acc: 94.3551, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1169, s2.loss_cls: 0.0383, s2.acc: 94.4741, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1424 +2025-06-25 15:48:33,093 - mmdet - INFO - Epoch [10][2600/7330] lr: 1.000e-04, eta: 2 days, 7:31:09, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1679, s0.acc: 94.1562, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2331, s1.loss_cls: 0.0788, s1.acc: 94.3771, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1153, s2.loss_cls: 0.0382, s2.acc: 94.4742, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1293 +2025-06-25 15:49:37,866 - mmdet - INFO - Epoch [10][2650/7330] lr: 1.000e-04, eta: 2 days, 7:30:57, time: 1.296, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1740, s0.acc: 94.0383, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2302, s1.loss_cls: 0.0796, s1.acc: 94.3801, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1146, s2.loss_cls: 0.0390, s2.acc: 94.2870, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1285 +2025-06-25 15:50:28,428 - mmdet - INFO - Epoch [10][2700/7330] lr: 1.000e-04, eta: 2 days, 7:30:04, time: 1.011, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1676, s0.acc: 94.2976, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2356, s1.loss_cls: 0.0781, s1.acc: 94.5636, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1169, s2.loss_cls: 0.0383, s2.acc: 94.4783, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1313 +2025-06-25 15:51:16,583 - mmdet - INFO - Epoch [10][2750/7330] lr: 1.000e-04, eta: 2 days, 7:29:04, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1671, s0.acc: 94.1960, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2362, s1.loss_cls: 0.0772, s1.acc: 94.5057, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1174, s2.loss_cls: 0.0377, s2.acc: 94.4697, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1349 +2025-06-25 15:52:05,094 - mmdet - INFO - Epoch [10][2800/7330] lr: 1.000e-04, eta: 2 days, 7:28:05, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1741, s0.acc: 94.0217, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2358, s1.loss_cls: 0.0807, s1.acc: 94.3139, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1161, s2.loss_cls: 0.0391, s2.acc: 94.2964, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1471 +2025-06-25 15:52:53,851 - mmdet - INFO - Epoch [10][2850/7330] lr: 1.000e-04, eta: 2 days, 7:27:07, time: 0.975, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1704, s0.acc: 94.1106, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2359, s1.loss_cls: 0.0790, s1.acc: 94.3460, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1160, s2.loss_cls: 0.0382, s2.acc: 94.4137, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.1421 +2025-06-25 15:53:44,402 - mmdet - INFO - Epoch [10][2900/7330] lr: 1.000e-04, eta: 2 days, 7:26:14, time: 1.011, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1617, s0.acc: 94.4043, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2299, s1.loss_cls: 0.0758, s1.acc: 94.6276, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1145, s2.loss_cls: 0.0368, s2.acc: 94.5810, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1030 +2025-06-25 15:54:32,627 - mmdet - INFO - Epoch [10][2950/7330] lr: 1.000e-04, eta: 2 days, 7:25:15, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1705, s0.acc: 94.1702, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2369, s1.loss_cls: 0.0794, s1.acc: 94.3984, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1173, s2.loss_cls: 0.0384, s2.acc: 94.4555, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0549, loss: 1.1355 +2025-06-25 15:55:20,893 - mmdet - INFO - Epoch [10][3000/7330] lr: 1.000e-04, eta: 2 days, 7:24:16, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1633, s0.acc: 94.3672, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2348, s1.loss_cls: 0.0755, s1.acc: 94.6860, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1166, s2.loss_cls: 0.0364, s2.acc: 94.6774, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1040 +2025-06-25 15:56:20,343 - mmdet - INFO - Epoch [10][3050/7330] lr: 1.000e-04, eta: 2 days, 7:23:48, time: 1.189, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1792, s0.acc: 93.8176, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2418, s1.loss_cls: 0.0833, s1.acc: 94.0963, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1185, s2.loss_cls: 0.0405, s2.acc: 94.1109, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0556, loss: 1.1851 +2025-06-25 15:57:13,929 - mmdet - INFO - Epoch [10][3100/7330] lr: 1.000e-04, eta: 2 days, 7:23:03, time: 1.072, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1733, s0.acc: 94.0139, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2364, s1.loss_cls: 0.0807, s1.acc: 94.3106, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0393, s2.acc: 94.3000, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1483 +2025-06-25 15:58:02,236 - mmdet - INFO - Epoch [10][3150/7330] lr: 1.000e-04, eta: 2 days, 7:22:04, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1706, s0.acc: 94.1707, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2355, s1.loss_cls: 0.0797, s1.acc: 94.4461, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1165, s2.loss_cls: 0.0386, s2.acc: 94.4282, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1300 +2025-06-25 15:58:50,601 - mmdet - INFO - Epoch [10][3200/7330] lr: 1.000e-04, eta: 2 days, 7:21:05, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1719, s0.acc: 93.9470, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2394, s1.loss_cls: 0.0799, s1.acc: 94.1997, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1193, s2.loss_cls: 0.0384, s2.acc: 94.3227, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0557, loss: 1.1620 +2025-06-25 15:59:39,249 - mmdet - INFO - Epoch [10][3250/7330] lr: 1.000e-04, eta: 2 days, 7:20:07, time: 0.973, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1704, s0.acc: 94.1487, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2378, s1.loss_cls: 0.0794, s1.acc: 94.3391, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1170, s2.loss_cls: 0.0391, s2.acc: 94.2666, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1511 +2025-06-25 16:00:29,920 - mmdet - INFO - Epoch [10][3300/7330] lr: 1.000e-04, eta: 2 days, 7:19:14, time: 1.013, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1676, s0.acc: 94.2820, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2248, s1.loss_cls: 0.0772, s1.acc: 94.5484, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1109, s2.loss_cls: 0.0370, s2.acc: 94.7005, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0521, loss: 1.0916 +2025-06-25 16:01:17,763 - mmdet - INFO - Epoch [10][3350/7330] lr: 1.000e-04, eta: 2 days, 7:18:14, time: 0.957, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1647, s0.acc: 94.3003, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2322, s1.loss_cls: 0.0765, s1.acc: 94.5719, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1146, s2.loss_cls: 0.0370, s2.acc: 94.5693, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0538, loss: 1.1074 +2025-06-25 16:02:05,708 - mmdet - INFO - Epoch [10][3400/7330] lr: 1.000e-04, eta: 2 days, 7:17:14, time: 0.959, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1625, s0.acc: 94.4448, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2365, s1.loss_cls: 0.0756, s1.acc: 94.6782, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1182, s2.loss_cls: 0.0363, s2.acc: 94.6930, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0556, loss: 1.1153 +2025-06-25 16:02:56,963 - mmdet - INFO - Epoch [10][3450/7330] lr: 1.000e-04, eta: 2 days, 7:16:23, time: 1.025, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1729, s0.acc: 94.1455, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2394, s1.loss_cls: 0.0792, s1.acc: 94.5346, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1179, s2.loss_cls: 0.0383, s2.acc: 94.4701, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1545 +2025-06-25 16:03:59,973 - mmdet - INFO - Epoch [10][3500/7330] lr: 1.000e-04, eta: 2 days, 7:16:05, time: 1.260, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1687, s0.acc: 94.1160, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2336, s1.loss_cls: 0.0777, s1.acc: 94.3959, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1157, s2.loss_cls: 0.0378, s2.acc: 94.3722, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1325 +2025-06-25 16:04:48,493 - mmdet - INFO - Epoch [10][3550/7330] lr: 1.000e-04, eta: 2 days, 7:15:06, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1605, s0.acc: 94.4907, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2279, s1.loss_cls: 0.0738, s1.acc: 94.7306, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1133, s2.loss_cls: 0.0362, s2.acc: 94.6753, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0905 +2025-06-25 16:05:36,541 - mmdet - INFO - Epoch [10][3600/7330] lr: 1.000e-04, eta: 2 days, 7:14:06, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1623, s0.acc: 94.3108, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2316, s1.loss_cls: 0.0759, s1.acc: 94.5291, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1140, s2.loss_cls: 0.0370, s2.acc: 94.4740, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0987 +2025-06-25 16:06:24,898 - mmdet - INFO - Epoch [10][3650/7330] lr: 1.000e-04, eta: 2 days, 7:13:07, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1692, s0.acc: 94.1992, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2343, s1.loss_cls: 0.0782, s1.acc: 94.4993, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1168, s2.loss_cls: 0.0380, s2.acc: 94.4743, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1267 +2025-06-25 16:07:16,050 - mmdet - INFO - Epoch [10][3700/7330] lr: 1.000e-04, eta: 2 days, 7:12:16, time: 1.023, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1761, s0.acc: 93.8013, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2394, s1.loss_cls: 0.0812, s1.acc: 94.1783, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1191, s2.loss_cls: 0.0393, s2.acc: 94.1911, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0563, loss: 1.1760 +2025-06-25 16:08:04,346 - mmdet - INFO - Epoch [10][3750/7330] lr: 1.000e-04, eta: 2 days, 7:11:17, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1714, s0.acc: 94.0193, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2335, s1.loss_cls: 0.0791, s1.acc: 94.3954, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1158, s2.loss_cls: 0.0383, s2.acc: 94.3650, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1445 +2025-06-25 16:08:52,356 - mmdet - INFO - Epoch [10][3800/7330] lr: 1.000e-04, eta: 2 days, 7:10:17, time: 0.960, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1679, s0.acc: 94.1736, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2384, s1.loss_cls: 0.0782, s1.acc: 94.4501, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1173, s2.loss_cls: 0.0380, s2.acc: 94.3925, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0553, loss: 1.1405 +2025-06-25 16:09:40,897 - mmdet - INFO - Epoch [10][3850/7330] lr: 1.000e-04, eta: 2 days, 7:09:18, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1662, s0.acc: 94.2324, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2316, s1.loss_cls: 0.0772, s1.acc: 94.5312, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.3666, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1299 +2025-06-25 16:10:43,074 - mmdet - INFO - Epoch [10][3900/7330] lr: 1.000e-04, eta: 2 days, 7:08:58, time: 1.244, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1632, s0.acc: 94.3472, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2287, s1.loss_cls: 0.0760, s1.acc: 94.5848, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1143, s2.loss_cls: 0.0367, s2.acc: 94.5463, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.0969 +2025-06-25 16:11:33,761 - mmdet - INFO - Epoch [10][3950/7330] lr: 1.000e-04, eta: 2 days, 7:08:05, time: 1.014, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1598, s0.acc: 94.4692, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2362, s1.loss_cls: 0.0730, s1.acc: 94.8224, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1163, s2.loss_cls: 0.0355, s2.acc: 94.8036, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0550, loss: 1.0994 +2025-06-25 16:12:21,792 - mmdet - INFO - Epoch [10][4000/7330] lr: 1.000e-04, eta: 2 days, 7:07:05, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1670, s0.acc: 94.2661, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2319, s1.loss_cls: 0.0764, s1.acc: 94.5909, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.7060, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.1109 +2025-06-25 16:13:10,047 - mmdet - INFO - Epoch [10][4050/7330] lr: 1.000e-04, eta: 2 days, 7:06:06, time: 0.965, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1731, s0.acc: 94.0425, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2362, s1.loss_cls: 0.0806, s1.acc: 94.3021, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1163, s2.loss_cls: 0.0393, s2.acc: 94.2488, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.1496 +2025-06-25 16:14:02,345 - mmdet - INFO - Epoch [10][4100/7330] lr: 1.000e-04, eta: 2 days, 7:05:18, time: 1.046, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1610, s0.acc: 94.5405, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2224, s1.loss_cls: 0.0748, s1.acc: 94.8162, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1109, s2.loss_cls: 0.0360, s2.acc: 94.7836, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0728 +2025-06-25 16:14:50,729 - mmdet - INFO - Epoch [10][4150/7330] lr: 1.000e-04, eta: 2 days, 7:04:19, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1639, s0.acc: 94.3613, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2317, s1.loss_cls: 0.0755, s1.acc: 94.6438, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1149, s2.loss_cls: 0.0367, s2.acc: 94.6593, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0537, loss: 1.1078 +2025-06-25 16:15:39,291 - mmdet - INFO - Epoch [10][4200/7330] lr: 1.000e-04, eta: 2 days, 7:03:21, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1671, s0.acc: 94.1741, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2346, s1.loss_cls: 0.0774, s1.acc: 94.5159, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1165, s2.loss_cls: 0.0374, s2.acc: 94.5996, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1264 +2025-06-25 16:16:27,449 - mmdet - INFO - Epoch [10][4250/7330] lr: 1.000e-04, eta: 2 days, 7:02:22, time: 0.963, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1709, s0.acc: 94.0317, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2407, s1.loss_cls: 0.0790, s1.acc: 94.3976, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1197, s2.loss_cls: 0.0385, s2.acc: 94.2854, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1597 +2025-06-25 16:17:25,847 - mmdet - INFO - Epoch [10][4300/7330] lr: 1.000e-04, eta: 2 days, 7:01:50, time: 1.168, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1683, s0.acc: 94.1455, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2346, s1.loss_cls: 0.0787, s1.acc: 94.3858, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1161, s2.loss_cls: 0.0382, s2.acc: 94.5155, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0543, loss: 1.1321 +2025-06-25 16:18:22,179 - mmdet - INFO - Epoch [10][4350/7330] lr: 1.000e-04, eta: 2 days, 7:01:13, time: 1.127, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1755, s0.acc: 93.8914, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2357, s1.loss_cls: 0.0829, s1.acc: 94.0622, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1170, s2.loss_cls: 0.0406, s2.acc: 94.0651, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0551, loss: 1.1561 +2025-06-25 16:19:10,100 - mmdet - INFO - Epoch [10][4400/7330] lr: 1.000e-04, eta: 2 days, 7:00:13, time: 0.958, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1640, s0.acc: 94.3572, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2419, s1.loss_cls: 0.0750, s1.acc: 94.6815, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1191, s2.loss_cls: 0.0366, s2.acc: 94.6285, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0558, loss: 1.1309 +2025-06-25 16:19:58,047 - mmdet - INFO - Epoch [10][4450/7330] lr: 1.000e-04, eta: 2 days, 6:59:13, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1687, s0.acc: 94.2092, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2303, s1.loss_cls: 0.0778, s1.acc: 94.5294, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1146, s2.loss_cls: 0.0374, s2.acc: 94.6487, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.1159 +2025-06-25 16:20:46,194 - mmdet - INFO - Epoch [10][4500/7330] lr: 1.000e-04, eta: 2 days, 6:58:14, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1660, s0.acc: 94.2412, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2325, s1.loss_cls: 0.0769, s1.acc: 94.5213, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1153, s2.loss_cls: 0.0378, s2.acc: 94.4540, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1127 +2025-06-25 16:21:37,321 - mmdet - INFO - Epoch [10][4550/7330] lr: 1.000e-04, eta: 2 days, 6:57:23, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1666, s0.acc: 94.2363, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2342, s1.loss_cls: 0.0779, s1.acc: 94.3628, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1155, s2.loss_cls: 0.0374, s2.acc: 94.4823, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1407 +2025-06-25 16:22:25,932 - mmdet - INFO - Epoch [10][4600/7330] lr: 1.000e-04, eta: 2 days, 6:56:25, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1803, s0.acc: 93.6672, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2393, s1.loss_cls: 0.0848, s1.acc: 93.9075, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1168, s2.loss_cls: 0.0413, s2.acc: 93.8818, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1826 +2025-06-25 16:23:13,931 - mmdet - INFO - Epoch [10][4650/7330] lr: 1.000e-04, eta: 2 days, 6:55:25, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1686, s0.acc: 94.2065, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2374, s1.loss_cls: 0.0782, s1.acc: 94.4915, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1157, s2.loss_cls: 0.0383, s2.acc: 94.3655, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.1306 +2025-06-25 16:24:06,318 - mmdet - INFO - Epoch [10][4700/7330] lr: 1.000e-04, eta: 2 days, 6:54:37, time: 1.047, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1762, s0.acc: 93.9595, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2347, s1.loss_cls: 0.0817, s1.acc: 94.2680, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1163, s2.loss_cls: 0.0395, s2.acc: 94.2983, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1535 +2025-06-25 16:25:09,583 - mmdet - INFO - Epoch [10][4750/7330] lr: 1.000e-04, eta: 2 days, 6:54:19, time: 1.266, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1676, s0.acc: 94.2673, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2329, s1.loss_cls: 0.0770, s1.acc: 94.5936, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1176, s2.loss_cls: 0.0375, s2.acc: 94.6873, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0556, loss: 1.1312 +2025-06-25 16:25:58,234 - mmdet - INFO - Epoch [10][4800/7330] lr: 1.000e-04, eta: 2 days, 6:53:21, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1759, s0.acc: 93.9229, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2360, s1.loss_cls: 0.0820, s1.acc: 94.2249, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1165, s2.loss_cls: 0.0401, s2.acc: 94.1753, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0547, loss: 1.1560 +2025-06-25 16:26:46,606 - mmdet - INFO - Epoch [10][4850/7330] lr: 1.000e-04, eta: 2 days, 6:52:22, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1733, s0.acc: 93.9934, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2338, s1.loss_cls: 0.0804, s1.acc: 94.2004, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1146, s2.loss_cls: 0.0389, s2.acc: 94.2174, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1461 +2025-06-25 16:27:35,138 - mmdet - INFO - Epoch [10][4900/7330] lr: 1.000e-04, eta: 2 days, 6:51:24, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1727, s0.acc: 93.9324, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2342, s1.loss_cls: 0.0812, s1.acc: 94.1321, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1161, s2.loss_cls: 0.0398, s2.acc: 94.1826, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1556 +2025-06-25 16:28:26,434 - mmdet - INFO - Epoch [10][4950/7330] lr: 1.000e-04, eta: 2 days, 6:50:33, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1679, s0.acc: 94.1755, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2311, s1.loss_cls: 0.0771, s1.acc: 94.4325, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1146, s2.loss_cls: 0.0377, s2.acc: 94.3349, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0537, loss: 1.1317 +2025-06-25 16:29:15,082 - mmdet - INFO - Epoch [10][5000/7330] lr: 1.000e-04, eta: 2 days, 6:49:35, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1759, s0.acc: 94.0200, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2374, s1.loss_cls: 0.0812, s1.acc: 94.3632, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1175, s2.loss_cls: 0.0390, s2.acc: 94.4679, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0552, loss: 1.1490 +2025-06-25 16:30:03,421 - mmdet - INFO - Epoch [10][5050/7330] lr: 1.000e-04, eta: 2 days, 6:48:36, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1688, s0.acc: 94.1377, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2320, s1.loss_cls: 0.0795, s1.acc: 94.2995, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1155, s2.loss_cls: 0.0391, s2.acc: 94.1788, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1287 +2025-06-25 16:30:51,898 - mmdet - INFO - Epoch [10][5100/7330] lr: 1.000e-04, eta: 2 days, 6:47:38, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1719, s0.acc: 94.0427, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2386, s1.loss_cls: 0.0802, s1.acc: 94.2271, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1173, s2.loss_cls: 0.0384, s2.acc: 94.3693, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1537 +2025-06-25 16:31:50,339 - mmdet - INFO - Epoch [10][5150/7330] lr: 1.000e-04, eta: 2 days, 6:47:06, time: 1.169, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1705, s0.acc: 94.1626, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2317, s1.loss_cls: 0.0793, s1.acc: 94.3895, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1147, s2.loss_cls: 0.0381, s2.acc: 94.4734, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1349 +2025-06-25 16:32:41,361 - mmdet - INFO - Epoch [10][5200/7330] lr: 1.000e-04, eta: 2 days, 6:46:15, time: 1.020, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1701, s0.acc: 94.1560, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2355, s1.loss_cls: 0.0780, s1.acc: 94.4734, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1168, s2.loss_cls: 0.0375, s2.acc: 94.5218, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1358 +2025-06-25 16:33:29,689 - mmdet - INFO - Epoch [10][5250/7330] lr: 1.000e-04, eta: 2 days, 6:45:16, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1693, s0.acc: 94.0901, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2342, s1.loss_cls: 0.0783, s1.acc: 94.4415, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1164, s2.loss_cls: 0.0376, s2.acc: 94.4877, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1470 +2025-06-25 16:34:17,868 - mmdet - INFO - Epoch [10][5300/7330] lr: 1.000e-04, eta: 2 days, 6:44:17, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1746, s0.acc: 93.9668, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2341, s1.loss_cls: 0.0798, s1.acc: 94.3339, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1170, s2.loss_cls: 0.0388, s2.acc: 94.3583, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0550, loss: 1.1602 +2025-06-25 16:35:08,966 - mmdet - INFO - Epoch [10][5350/7330] lr: 1.000e-04, eta: 2 days, 6:43:25, time: 1.022, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1643, s0.acc: 94.2639, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2320, s1.loss_cls: 0.0766, s1.acc: 94.4947, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1153, s2.loss_cls: 0.0372, s2.acc: 94.5305, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1184 +2025-06-25 16:35:57,343 - mmdet - INFO - Epoch [10][5400/7330] lr: 1.000e-04, eta: 2 days, 6:42:27, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1726, s0.acc: 93.8965, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2361, s1.loss_cls: 0.0805, s1.acc: 94.1307, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1167, s2.loss_cls: 0.0395, s2.acc: 94.0950, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1555 +2025-06-25 16:36:46,247 - mmdet - INFO - Epoch [10][5450/7330] lr: 1.000e-04, eta: 2 days, 6:41:30, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1724, s0.acc: 94.0388, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2389, s1.loss_cls: 0.0800, s1.acc: 94.4073, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1188, s2.loss_cls: 0.0386, s2.acc: 94.4336, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1611 +2025-06-25 16:37:34,558 - mmdet - INFO - Epoch [10][5500/7330] lr: 1.000e-04, eta: 2 days, 6:40:31, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1754, s0.acc: 93.9414, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2399, s1.loss_cls: 0.0817, s1.acc: 94.2195, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1184, s2.loss_cls: 0.0394, s2.acc: 94.2635, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0561, loss: 1.1625 +2025-06-25 16:38:34,410 - mmdet - INFO - Epoch [10][5550/7330] lr: 1.000e-04, eta: 2 days, 6:40:03, time: 1.197, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1668, s0.acc: 94.3889, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2268, s1.loss_cls: 0.0775, s1.acc: 94.6401, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1137, s2.loss_cls: 0.0375, s2.acc: 94.6576, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0536, loss: 1.0952 +2025-06-25 16:39:27,624 - mmdet - INFO - Epoch [10][5600/7330] lr: 1.000e-04, eta: 2 days, 6:39:17, time: 1.064, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1639, s0.acc: 94.3047, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2336, s1.loss_cls: 0.0770, s1.acc: 94.5083, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1159, s2.loss_cls: 0.0370, s2.acc: 94.6424, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.1193 +2025-06-25 16:40:16,135 - mmdet - INFO - Epoch [10][5650/7330] lr: 1.000e-04, eta: 2 days, 6:38:19, time: 0.970, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1581, s0.acc: 94.5081, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2303, s1.loss_cls: 0.0738, s1.acc: 94.6653, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1148, s2.loss_cls: 0.0357, s2.acc: 94.7179, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.0988 +2025-06-25 16:41:04,956 - mmdet - INFO - Epoch [10][5700/7330] lr: 1.000e-04, eta: 2 days, 6:37:22, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1783, s0.acc: 93.8848, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2407, s1.loss_cls: 0.0839, s1.acc: 94.0796, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1190, s2.loss_cls: 0.0403, s2.acc: 94.2199, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0556, loss: 1.1759 +2025-06-25 16:41:53,444 - mmdet - INFO - Epoch [10][5750/7330] lr: 1.000e-04, eta: 2 days, 6:36:23, time: 0.970, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1680, s0.acc: 94.1790, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2301, s1.loss_cls: 0.0766, s1.acc: 94.5271, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.3799, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1185 +2025-06-25 16:42:43,710 - mmdet - INFO - Epoch [10][5800/7330] lr: 1.000e-04, eta: 2 days, 6:35:30, time: 1.005, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1668, s0.acc: 94.3259, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2285, s1.loss_cls: 0.0767, s1.acc: 94.6960, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1131, s2.loss_cls: 0.0373, s2.acc: 94.6712, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.1014 +2025-06-25 16:43:31,995 - mmdet - INFO - Epoch [10][5850/7330] lr: 1.000e-04, eta: 2 days, 6:34:31, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1648, s0.acc: 94.2380, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2379, s1.loss_cls: 0.0761, s1.acc: 94.4955, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1169, s2.loss_cls: 0.0366, s2.acc: 94.5607, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1335 +2025-06-25 16:44:20,025 - mmdet - INFO - Epoch [10][5900/7330] lr: 1.000e-04, eta: 2 days, 6:33:32, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1708, s0.acc: 94.0581, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2379, s1.loss_cls: 0.0794, s1.acc: 94.3600, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1169, s2.loss_cls: 0.0380, s2.acc: 94.4777, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1394 +2025-06-25 16:45:11,257 - mmdet - INFO - Epoch [10][5950/7330] lr: 1.000e-04, eta: 2 days, 6:32:41, time: 1.024, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1745, s0.acc: 94.0342, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2372, s1.loss_cls: 0.0813, s1.acc: 94.3394, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1166, s2.loss_cls: 0.0392, s2.acc: 94.3580, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0549, loss: 1.1633 +2025-06-25 16:46:15,370 - mmdet - INFO - Epoch [10][6000/7330] lr: 1.000e-04, eta: 2 days, 6:32:24, time: 1.282, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1665, s0.acc: 94.1707, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2324, s1.loss_cls: 0.0772, s1.acc: 94.4362, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1166, s2.loss_cls: 0.0375, s2.acc: 94.4635, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1248 +2025-06-25 16:47:03,265 - mmdet - INFO - Epoch [10][6050/7330] lr: 1.000e-04, eta: 2 days, 6:31:24, time: 0.958, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1656, s0.acc: 94.3855, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2331, s1.loss_cls: 0.0759, s1.acc: 94.6913, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1142, s2.loss_cls: 0.0367, s2.acc: 94.7275, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.1198 +2025-06-25 16:47:51,415 - mmdet - INFO - Epoch [10][6100/7330] lr: 1.000e-04, eta: 2 days, 6:30:25, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1694, s0.acc: 94.2036, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2357, s1.loss_cls: 0.0791, s1.acc: 94.3966, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1170, s2.loss_cls: 0.0379, s2.acc: 94.5078, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1329 +2025-06-25 16:48:39,728 - mmdet - INFO - Epoch [10][6150/7330] lr: 1.000e-04, eta: 2 days, 6:29:26, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1683, s0.acc: 94.1960, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2375, s1.loss_cls: 0.0777, s1.acc: 94.4461, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1183, s2.loss_cls: 0.0379, s2.acc: 94.5138, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0562, loss: 1.1415 +2025-06-25 16:49:30,477 - mmdet - INFO - Epoch [10][6200/7330] lr: 1.000e-04, eta: 2 days, 6:28:34, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1684, s0.acc: 94.2576, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2310, s1.loss_cls: 0.0772, s1.acc: 94.5768, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1144, s2.loss_cls: 0.0375, s2.acc: 94.5834, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.1179 +2025-06-25 16:50:19,049 - mmdet - INFO - Epoch [10][6250/7330] lr: 1.000e-04, eta: 2 days, 6:27:36, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1560, s0.acc: 94.6799, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2308, s1.loss_cls: 0.0711, s1.acc: 95.0068, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1153, s2.loss_cls: 0.0348, s2.acc: 94.9434, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.0826 +2025-06-25 16:51:07,590 - mmdet - INFO - Epoch [10][6300/7330] lr: 1.000e-04, eta: 2 days, 6:26:38, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1706, s0.acc: 93.9604, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2362, s1.loss_cls: 0.0792, s1.acc: 94.3298, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1187, s2.loss_cls: 0.0384, s2.acc: 94.3892, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0558, loss: 1.1528 +2025-06-25 16:51:55,085 - mmdet - INFO - Epoch [10][6350/7330] lr: 1.000e-04, eta: 2 days, 6:25:37, time: 0.950, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1689, s0.acc: 94.1445, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2308, s1.loss_cls: 0.0796, s1.acc: 94.2818, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.2395, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0550, loss: 1.1318 +2025-06-25 16:53:00,926 - mmdet - INFO - Epoch [10][6400/7330] lr: 1.000e-04, eta: 2 days, 6:25:25, time: 1.317, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1770, s0.acc: 93.8845, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2375, s1.loss_cls: 0.0823, s1.acc: 94.0556, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1180, s2.loss_cls: 0.0400, s2.acc: 94.1032, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0555, loss: 1.1634 +2025-06-25 16:53:51,539 - mmdet - INFO - Epoch [10][6450/7330] lr: 1.000e-04, eta: 2 days, 6:24:33, time: 1.012, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1697, s0.acc: 94.1055, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2326, s1.loss_cls: 0.0795, s1.acc: 94.3131, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1143, s2.loss_cls: 0.0390, s2.acc: 94.1657, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1323 +2025-06-25 16:54:40,607 - mmdet - INFO - Epoch [10][6500/7330] lr: 1.000e-04, eta: 2 days, 6:23:36, time: 0.981, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1730, s0.acc: 94.0466, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2351, s1.loss_cls: 0.0810, s1.acc: 94.2907, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1175, s2.loss_cls: 0.0392, s2.acc: 94.2787, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1466 +2025-06-25 16:55:29,718 - mmdet - INFO - Epoch [10][6550/7330] lr: 1.000e-04, eta: 2 days, 6:22:39, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1656, s0.acc: 94.2278, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2313, s1.loss_cls: 0.0765, s1.acc: 94.5244, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1163, s2.loss_cls: 0.0376, s2.acc: 94.4507, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1269 +2025-06-25 16:56:21,081 - mmdet - INFO - Epoch [10][6600/7330] lr: 1.000e-04, eta: 2 days, 6:21:49, time: 1.028, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1665, s0.acc: 94.2307, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2398, s1.loss_cls: 0.0774, s1.acc: 94.4602, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1178, s2.loss_cls: 0.0371, s2.acc: 94.5405, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0555, loss: 1.1428 +2025-06-25 16:57:09,387 - mmdet - INFO - Epoch [10][6650/7330] lr: 1.000e-04, eta: 2 days, 6:20:50, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1727, s0.acc: 93.9880, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2420, s1.loss_cls: 0.0798, s1.acc: 94.3092, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1189, s2.loss_cls: 0.0384, s2.acc: 94.3521, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0558, loss: 1.1538 +2025-06-25 16:57:57,868 - mmdet - INFO - Epoch [10][6700/7330] lr: 1.000e-04, eta: 2 days, 6:19:52, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1686, s0.acc: 94.2371, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2323, s1.loss_cls: 0.0781, s1.acc: 94.5410, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1148, s2.loss_cls: 0.0374, s2.acc: 94.6382, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.1171 +2025-06-25 16:58:45,976 - mmdet - INFO - Epoch [10][6750/7330] lr: 1.000e-04, eta: 2 days, 6:18:53, time: 0.962, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1625, s0.acc: 94.4080, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2362, s1.loss_cls: 0.0748, s1.acc: 94.7294, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1160, s2.loss_cls: 0.0365, s2.acc: 94.6131, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0546, loss: 1.1075 +2025-06-25 16:59:44,802 - mmdet - INFO - Epoch [10][6800/7330] lr: 1.000e-04, eta: 2 days, 6:18:22, time: 1.176, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1601, s0.acc: 94.4224, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2318, s1.loss_cls: 0.0748, s1.acc: 94.6373, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1143, s2.loss_cls: 0.0363, s2.acc: 94.7096, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0894 +2025-06-25 17:00:41,788 - mmdet - INFO - Epoch [10][6850/7330] lr: 1.000e-04, eta: 2 days, 6:17:46, time: 1.140, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1730, s0.acc: 94.0525, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2380, s1.loss_cls: 0.0810, s1.acc: 94.2323, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1168, s2.loss_cls: 0.0392, s2.acc: 94.2381, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0552, loss: 1.1527 +2025-06-25 17:01:30,803 - mmdet - INFO - Epoch [10][6900/7330] lr: 1.000e-04, eta: 2 days, 6:16:49, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1785, s0.acc: 93.8596, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2387, s1.loss_cls: 0.0825, s1.acc: 94.2414, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1175, s2.loss_cls: 0.0399, s2.acc: 94.2154, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0551, loss: 1.1718 +2025-06-25 17:02:19,879 - mmdet - INFO - Epoch [10][6950/7330] lr: 1.000e-04, eta: 2 days, 6:15:53, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1752, s0.acc: 93.9912, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2394, s1.loss_cls: 0.0814, s1.acc: 94.3062, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1185, s2.loss_cls: 0.0394, s2.acc: 94.2409, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0550, loss: 1.1591 +2025-06-25 17:03:08,412 - mmdet - INFO - Epoch [10][7000/7330] lr: 1.000e-04, eta: 2 days, 6:14:55, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1683, s0.acc: 94.1472, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2309, s1.loss_cls: 0.0781, s1.acc: 94.4233, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1153, s2.loss_cls: 0.0383, s2.acc: 94.5026, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1274 +2025-06-25 17:03:59,142 - mmdet - INFO - Epoch [10][7050/7330] lr: 1.000e-04, eta: 2 days, 6:14:02, time: 1.015, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1653, s0.acc: 94.2825, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2294, s1.loss_cls: 0.0758, s1.acc: 94.6098, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1138, s2.loss_cls: 0.0369, s2.acc: 94.5531, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1093 +2025-06-25 17:04:47,625 - mmdet - INFO - Epoch [10][7100/7330] lr: 1.000e-04, eta: 2 days, 6:13:04, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1636, s0.acc: 94.3110, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2393, s1.loss_cls: 0.0751, s1.acc: 94.6471, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1154, s2.loss_cls: 0.0369, s2.acc: 94.6022, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0540, loss: 1.1158 +2025-06-25 17:05:35,397 - mmdet - INFO - Epoch [10][7150/7330] lr: 1.000e-04, eta: 2 days, 6:12:04, time: 0.956, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1599, s0.acc: 94.4360, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2342, s1.loss_cls: 0.0734, s1.acc: 94.7075, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1164, s2.loss_cls: 0.0360, s2.acc: 94.6634, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0547, loss: 1.0959 +2025-06-25 17:06:26,076 - mmdet - INFO - Epoch [10][7200/7330] lr: 1.000e-04, eta: 2 days, 6:11:12, time: 1.014, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1621, s0.acc: 94.3252, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2271, s1.loss_cls: 0.0760, s1.acc: 94.5411, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1140, s2.loss_cls: 0.0371, s2.acc: 94.4403, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0543, loss: 1.0989 +2025-06-25 17:07:29,597 - mmdet - INFO - Epoch [10][7250/7330] lr: 1.000e-04, eta: 2 days, 6:10:53, time: 1.270, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1715, s0.acc: 94.0674, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2379, s1.loss_cls: 0.0793, s1.acc: 94.3598, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1170, s2.loss_cls: 0.0384, s2.acc: 94.4455, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1462 +2025-06-25 17:08:17,757 - mmdet - INFO - Epoch [10][7300/7330] lr: 1.000e-04, eta: 2 days, 6:09:54, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1673, s0.acc: 94.1709, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2405, s1.loss_cls: 0.0781, s1.acc: 94.3779, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1189, s2.loss_cls: 0.0378, s2.acc: 94.3851, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0554, loss: 1.1411 +2025-06-25 17:08:55,790 - mmdet - INFO - Saving checkpoint at 10 epochs +2025-06-25 17:12:14,007 - mmdet - INFO - Evaluating bbox... +2025-06-25 17:12:44,044 - mmdet - INFO - Evaluating segm... +2025-06-25 17:13:17,043 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 17:13:17,043 - mmdet - INFO - Epoch(val) [10][7330] bbox_mAP: 0.4610, bbox_mAP_50: 0.6520, bbox_mAP_75: 0.5020, bbox_mAP_s: 0.3010, bbox_mAP_m: 0.4920, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.461 0.652 0.502 0.301 0.492 0.613, segm_mAP: 0.4000, segm_mAP_50: 0.6200, segm_mAP_75: 0.4320, segm_mAP_s: 0.2490, segm_mAP_m: 0.4310, segm_mAP_l: 0.5480, segm_mAP_copypaste: 0.400 0.620 0.432 0.249 0.431 0.548 +2025-06-25 17:15:27,421 - mmdet - INFO - Epoch [11][50/7330] lr: 1.000e-04, eta: 2 days, 6:10:38, time: 2.607, data_time: 1.577, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1641, s0.acc: 94.3210, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2390, s1.loss_cls: 0.0762, s1.acc: 94.5316, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1180, s2.loss_cls: 0.0369, s2.acc: 94.5434, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0553, loss: 1.1282 +2025-06-25 17:16:21,286 - mmdet - INFO - Epoch [11][100/7330] lr: 1.000e-04, eta: 2 days, 6:09:54, time: 1.077, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1671, s0.acc: 94.1375, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2322, s1.loss_cls: 0.0768, s1.acc: 94.5099, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1148, s2.loss_cls: 0.0374, s2.acc: 94.4626, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1315 +2025-06-25 17:17:13,616 - mmdet - INFO - Epoch [11][150/7330] lr: 1.000e-04, eta: 2 days, 6:09:06, time: 1.046, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1685, s0.acc: 94.1030, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2435, s1.loss_cls: 0.0768, s1.acc: 94.4284, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1202, s2.loss_cls: 0.0371, s2.acc: 94.4759, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1460 +2025-06-25 17:18:08,651 - mmdet - INFO - Epoch [11][200/7330] lr: 1.000e-04, eta: 2 days, 6:08:25, time: 1.101, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1671, s0.acc: 94.1965, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2375, s1.loss_cls: 0.0768, s1.acc: 94.4972, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1188, s2.loss_cls: 0.0366, s2.acc: 94.6078, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0559, loss: 1.1391 +2025-06-25 17:19:15,314 - mmdet - INFO - Epoch [11][250/7330] lr: 1.000e-04, eta: 2 days, 6:08:13, time: 1.333, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1687, s0.acc: 94.1064, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2401, s1.loss_cls: 0.0780, s1.acc: 94.4205, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1196, s2.loss_cls: 0.0378, s2.acc: 94.4239, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1509 +2025-06-25 17:20:06,082 - mmdet - INFO - Epoch [11][300/7330] lr: 1.000e-04, eta: 2 days, 6:07:21, time: 1.016, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1564, s0.acc: 94.5234, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2291, s1.loss_cls: 0.0714, s1.acc: 94.9108, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1142, s2.loss_cls: 0.0348, s2.acc: 94.7690, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.0962 +2025-06-25 17:20:56,649 - mmdet - INFO - Epoch [11][350/7330] lr: 1.000e-04, eta: 2 days, 6:06:28, time: 1.011, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1726, s0.acc: 94.0303, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2314, s1.loss_cls: 0.0785, s1.acc: 94.3423, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1136, s2.loss_cls: 0.0387, s2.acc: 94.2872, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1328 +2025-06-25 17:21:47,158 - mmdet - INFO - Epoch [11][400/7330] lr: 1.000e-04, eta: 2 days, 6:05:35, time: 1.010, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1680, s0.acc: 94.0396, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2300, s1.loss_cls: 0.0776, s1.acc: 94.3544, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.4730, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.1222 +2025-06-25 17:22:39,873 - mmdet - INFO - Epoch [11][450/7330] lr: 1.000e-04, eta: 2 days, 6:04:48, time: 1.054, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1622, s0.acc: 94.3318, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2368, s1.loss_cls: 0.0758, s1.acc: 94.5891, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1179, s2.loss_cls: 0.0370, s2.acc: 94.4898, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0554, loss: 1.1192 +2025-06-25 17:23:30,421 - mmdet - INFO - Epoch [11][500/7330] lr: 1.000e-04, eta: 2 days, 6:03:55, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1698, s0.acc: 94.0925, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2359, s1.loss_cls: 0.0777, s1.acc: 94.4310, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1185, s2.loss_cls: 0.0378, s2.acc: 94.3520, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1471 +2025-06-25 17:24:21,150 - mmdet - INFO - Epoch [11][550/7330] lr: 1.000e-04, eta: 2 days, 6:03:03, time: 1.015, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1659, s0.acc: 94.2590, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2265, s1.loss_cls: 0.0752, s1.acc: 94.5707, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1145, s2.loss_cls: 0.0367, s2.acc: 94.5726, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1132 +2025-06-25 17:25:11,147 - mmdet - INFO - Epoch [11][600/7330] lr: 1.000e-04, eta: 2 days, 6:02:09, time: 1.000, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1740, s0.acc: 93.9602, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2385, s1.loss_cls: 0.0799, s1.acc: 94.2597, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1177, s2.loss_cls: 0.0387, s2.acc: 94.4023, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0554, loss: 1.1555 +2025-06-25 17:26:15,265 - mmdet - INFO - Epoch [11][650/7330] lr: 1.000e-04, eta: 2 days, 6:01:50, time: 1.282, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1679, s0.acc: 94.3306, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2376, s1.loss_cls: 0.0772, s1.acc: 94.6286, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1175, s2.loss_cls: 0.0372, s2.acc: 94.6983, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0553, loss: 1.1306 +2025-06-25 17:27:06,952 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 17:27:06,952 - mmdet - INFO - Epoch [11][700/7330] lr: 1.000e-04, eta: 2 days, 6:01:01, time: 1.034, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1578, s0.acc: 94.5244, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2314, s1.loss_cls: 0.0722, s1.acc: 94.8051, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1150, s2.loss_cls: 0.0348, s2.acc: 94.7926, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0542, loss: 1.0894 +2025-06-25 17:27:57,112 - mmdet - INFO - Epoch [11][750/7330] lr: 1.000e-04, eta: 2 days, 6:00:07, time: 1.003, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1637, s0.acc: 94.2988, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2333, s1.loss_cls: 0.0749, s1.acc: 94.6372, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1161, s2.loss_cls: 0.0362, s2.acc: 94.6330, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1154 +2025-06-25 17:28:46,423 - mmdet - INFO - Epoch [11][800/7330] lr: 1.000e-04, eta: 2 days, 5:59:11, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1749, s0.acc: 93.9219, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2360, s1.loss_cls: 0.0813, s1.acc: 94.2511, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1166, s2.loss_cls: 0.0390, s2.acc: 94.3381, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1510 +2025-06-25 17:29:38,485 - mmdet - INFO - Epoch [11][850/7330] lr: 1.000e-04, eta: 2 days, 5:58:22, time: 1.041, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1599, s0.acc: 94.3840, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2311, s1.loss_cls: 0.0745, s1.acc: 94.6684, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1153, s2.loss_cls: 0.0364, s2.acc: 94.5419, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0542, loss: 1.1003 +2025-06-25 17:30:27,239 - mmdet - INFO - Epoch [11][900/7330] lr: 1.000e-04, eta: 2 days, 5:57:24, time: 0.975, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1673, s0.acc: 94.2012, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2341, s1.loss_cls: 0.0761, s1.acc: 94.5902, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1162, s2.loss_cls: 0.0371, s2.acc: 94.5968, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0548, loss: 1.1235 +2025-06-25 17:31:16,628 - mmdet - INFO - Epoch [11][950/7330] lr: 1.000e-04, eta: 2 days, 5:56:28, time: 0.988, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1630, s0.acc: 94.2329, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2402, s1.loss_cls: 0.0751, s1.acc: 94.5106, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1179, s2.loss_cls: 0.0363, s2.acc: 94.6559, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0551, loss: 1.1221 +2025-06-25 17:32:05,735 - mmdet - INFO - Epoch [11][1000/7330] lr: 1.000e-04, eta: 2 days, 5:55:32, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1597, s0.acc: 94.4258, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2290, s1.loss_cls: 0.0732, s1.acc: 94.7672, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1142, s2.loss_cls: 0.0361, s2.acc: 94.7188, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0538, loss: 1.0868 +2025-06-25 17:33:03,304 - mmdet - INFO - Epoch [11][1050/7330] lr: 1.000e-04, eta: 2 days, 5:54:57, time: 1.151, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1611, s0.acc: 94.3838, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2318, s1.loss_cls: 0.0739, s1.acc: 94.6574, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1160, s2.loss_cls: 0.0359, s2.acc: 94.5811, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0544, loss: 1.1028 +2025-06-25 17:34:03,759 - mmdet - INFO - Epoch [11][1100/7330] lr: 1.000e-04, eta: 2 days, 5:54:29, time: 1.210, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1643, s0.acc: 94.3308, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2307, s1.loss_cls: 0.0771, s1.acc: 94.5693, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1144, s2.loss_cls: 0.0376, s2.acc: 94.5618, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0537, loss: 1.0977 +2025-06-25 17:34:52,991 - mmdet - INFO - Epoch [11][1150/7330] lr: 1.000e-04, eta: 2 days, 5:53:33, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1713, s0.acc: 94.0615, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2369, s1.loss_cls: 0.0797, s1.acc: 94.3821, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1166, s2.loss_cls: 0.0382, s2.acc: 94.3838, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1465 +2025-06-25 17:35:41,900 - mmdet - INFO - Epoch [11][1200/7330] lr: 1.000e-04, eta: 2 days, 5:52:36, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1642, s0.acc: 94.2810, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2336, s1.loss_cls: 0.0761, s1.acc: 94.6294, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1165, s2.loss_cls: 0.0367, s2.acc: 94.7293, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1168 +2025-06-25 17:36:34,163 - mmdet - INFO - Epoch [11][1250/7330] lr: 1.000e-04, eta: 2 days, 5:51:47, time: 1.045, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1799, s0.acc: 93.7903, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2414, s1.loss_cls: 0.0838, s1.acc: 94.0602, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1203, s2.loss_cls: 0.0411, s2.acc: 94.0071, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0562, loss: 1.1949 +2025-06-25 17:37:23,108 - mmdet - INFO - Epoch [11][1300/7330] lr: 1.000e-04, eta: 2 days, 5:50:50, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1755, s0.acc: 94.0449, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2325, s1.loss_cls: 0.0820, s1.acc: 94.1526, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1168, s2.loss_cls: 0.0393, s2.acc: 94.2524, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1415 +2025-06-25 17:38:12,182 - mmdet - INFO - Epoch [11][1350/7330] lr: 1.000e-04, eta: 2 days, 5:49:54, time: 0.982, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1734, s0.acc: 94.0898, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2351, s1.loss_cls: 0.0795, s1.acc: 94.3582, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1162, s2.loss_cls: 0.0382, s2.acc: 94.3512, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0544, loss: 1.1437 +2025-06-25 17:39:00,692 - mmdet - INFO - Epoch [11][1400/7330] lr: 1.000e-04, eta: 2 days, 5:48:56, time: 0.970, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1549, s0.acc: 94.6072, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2288, s1.loss_cls: 0.0715, s1.acc: 94.8343, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1143, s2.loss_cls: 0.0350, s2.acc: 94.7908, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0811 +2025-06-25 17:39:52,373 - mmdet - INFO - Epoch [11][1450/7330] lr: 1.000e-04, eta: 2 days, 5:48:06, time: 1.034, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1692, s0.acc: 94.1223, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2276, s1.loss_cls: 0.0789, s1.acc: 94.3732, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1133, s2.loss_cls: 0.0383, s2.acc: 94.3983, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1199 +2025-06-25 17:40:57,627 - mmdet - INFO - Epoch [11][1500/7330] lr: 1.000e-04, eta: 2 days, 5:47:43, time: 1.253, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1657, s0.acc: 94.2417, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2297, s1.loss_cls: 0.0764, s1.acc: 94.5775, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1140, s2.loss_cls: 0.0375, s2.acc: 94.4509, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0536, loss: 1.1306 +2025-06-25 17:41:46,077 - mmdet - INFO - Epoch [11][1550/7330] lr: 1.000e-04, eta: 2 days, 5:46:52, time: 1.021, data_time: 0.080, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1653, s0.acc: 94.3289, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2283, s1.loss_cls: 0.0768, s1.acc: 94.5920, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1133, s2.loss_cls: 0.0373, s2.acc: 94.5896, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1129 +2025-06-25 17:42:35,311 - mmdet - INFO - Epoch [11][1600/7330] lr: 1.000e-04, eta: 2 days, 5:45:56, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1697, s0.acc: 94.1130, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2309, s1.loss_cls: 0.0784, s1.acc: 94.4153, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1148, s2.loss_cls: 0.0382, s2.acc: 94.3645, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.1325 +2025-06-25 17:43:23,847 - mmdet - INFO - Epoch [11][1650/7330] lr: 1.000e-04, eta: 2 days, 5:44:58, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1648, s0.acc: 94.2952, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2321, s1.loss_cls: 0.0761, s1.acc: 94.5673, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1149, s2.loss_cls: 0.0371, s2.acc: 94.5391, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.1093 +2025-06-25 17:44:15,055 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 17:44:15,055 - mmdet - INFO - Epoch [11][1700/7330] lr: 1.000e-04, eta: 2 days, 5:44:06, time: 1.024, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1619, s0.acc: 94.4143, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2317, s1.loss_cls: 0.0753, s1.acc: 94.6520, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1148, s2.loss_cls: 0.0368, s2.acc: 94.6714, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.1008 +2025-06-25 17:45:04,134 - mmdet - INFO - Epoch [11][1750/7330] lr: 1.000e-04, eta: 2 days, 5:43:10, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1694, s0.acc: 94.1150, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2359, s1.loss_cls: 0.0791, s1.acc: 94.3267, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1163, s2.loss_cls: 0.0388, s2.acc: 94.3093, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.1393 +2025-06-25 17:45:52,904 - mmdet - INFO - Epoch [11][1800/7330] lr: 1.000e-04, eta: 2 days, 5:42:12, time: 0.975, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1750, s0.acc: 93.9683, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2367, s1.loss_cls: 0.0807, s1.acc: 94.3450, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1168, s2.loss_cls: 0.0390, s2.acc: 94.3741, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0546, loss: 1.1539 +2025-06-25 17:46:41,809 - mmdet - INFO - Epoch [11][1850/7330] lr: 1.000e-04, eta: 2 days, 5:41:15, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1670, s0.acc: 94.2178, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2329, s1.loss_cls: 0.0758, s1.acc: 94.6599, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1152, s2.loss_cls: 0.0370, s2.acc: 94.5600, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.1278 +2025-06-25 17:47:43,800 - mmdet - INFO - Epoch [11][1900/7330] lr: 1.000e-04, eta: 2 days, 5:40:51, time: 1.239, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1634, s0.acc: 94.3606, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2349, s1.loss_cls: 0.0765, s1.acc: 94.6321, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1162, s2.loss_cls: 0.0375, s2.acc: 94.5207, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1101 +2025-06-25 17:48:35,905 - mmdet - INFO - Epoch [11][1950/7330] lr: 1.000e-04, eta: 2 days, 5:40:02, time: 1.043, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1691, s0.acc: 94.1887, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2349, s1.loss_cls: 0.0786, s1.acc: 94.4422, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1159, s2.loss_cls: 0.0384, s2.acc: 94.4450, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1353 +2025-06-25 17:49:25,319 - mmdet - INFO - Epoch [11][2000/7330] lr: 1.000e-04, eta: 2 days, 5:39:07, time: 0.988, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1683, s0.acc: 94.2551, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2331, s1.loss_cls: 0.0772, s1.acc: 94.4747, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1159, s2.loss_cls: 0.0382, s2.acc: 94.4182, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1295 +2025-06-25 17:50:14,969 - mmdet - INFO - Epoch [11][2050/7330] lr: 1.000e-04, eta: 2 days, 5:38:12, time: 0.993, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1715, s0.acc: 94.0439, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2373, s1.loss_cls: 0.0800, s1.acc: 94.3586, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1170, s2.loss_cls: 0.0393, s2.acc: 94.3731, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0551, loss: 1.1509 +2025-06-25 17:51:07,158 - mmdet - INFO - Epoch [11][2100/7330] lr: 1.000e-04, eta: 2 days, 5:37:23, time: 1.044, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1726, s0.acc: 94.1299, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2365, s1.loss_cls: 0.0798, s1.acc: 94.3881, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1177, s2.loss_cls: 0.0389, s2.acc: 94.3728, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.1614 +2025-06-25 17:51:56,866 - mmdet - INFO - Epoch [11][2150/7330] lr: 1.000e-04, eta: 2 days, 5:36:28, time: 0.994, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1734, s0.acc: 93.8196, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2356, s1.loss_cls: 0.0802, s1.acc: 94.1571, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1169, s2.loss_cls: 0.0389, s2.acc: 94.0784, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0556, loss: 1.1625 +2025-06-25 17:52:44,727 - mmdet - INFO - Epoch [11][2200/7330] lr: 1.000e-04, eta: 2 days, 5:35:28, time: 0.957, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1662, s0.acc: 94.2656, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2387, s1.loss_cls: 0.0769, s1.acc: 94.5488, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1170, s2.loss_cls: 0.0376, s2.acc: 94.5376, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1246 +2025-06-25 17:53:32,870 - mmdet - INFO - Epoch [11][2250/7330] lr: 1.000e-04, eta: 2 days, 5:34:29, time: 0.963, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1619, s0.acc: 94.3525, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2284, s1.loss_cls: 0.0746, s1.acc: 94.5668, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1131, s2.loss_cls: 0.0362, s2.acc: 94.5961, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0948 +2025-06-25 17:54:32,006 - mmdet - INFO - Epoch [11][2300/7330] lr: 1.000e-04, eta: 2 days, 5:33:58, time: 1.183, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1702, s0.acc: 94.0879, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2281, s1.loss_cls: 0.0796, s1.acc: 94.3113, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1140, s2.loss_cls: 0.0388, s2.acc: 94.3505, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0538, loss: 1.1428 +2025-06-25 17:55:27,784 - mmdet - INFO - Epoch [11][2350/7330] lr: 1.000e-04, eta: 2 days, 5:33:18, time: 1.115, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1580, s0.acc: 94.4714, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2348, s1.loss_cls: 0.0735, s1.acc: 94.7190, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1170, s2.loss_cls: 0.0357, s2.acc: 94.7445, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0554, loss: 1.0935 +2025-06-25 17:56:17,098 - mmdet - INFO - Epoch [11][2400/7330] lr: 1.000e-04, eta: 2 days, 5:32:22, time: 0.987, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1725, s0.acc: 93.9985, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2349, s1.loss_cls: 0.0794, s1.acc: 94.3410, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1161, s2.loss_cls: 0.0389, s2.acc: 94.2819, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0547, loss: 1.1576 +2025-06-25 17:57:05,610 - mmdet - INFO - Epoch [11][2450/7330] lr: 1.000e-04, eta: 2 days, 5:31:24, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1633, s0.acc: 94.3208, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2282, s1.loss_cls: 0.0755, s1.acc: 94.6281, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1135, s2.loss_cls: 0.0363, s2.acc: 94.7558, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0531, loss: 1.1021 +2025-06-25 17:57:56,637 - mmdet - INFO - Epoch [11][2500/7330] lr: 1.000e-04, eta: 2 days, 5:30:33, time: 1.021, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1651, s0.acc: 94.2146, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2377, s1.loss_cls: 0.0775, s1.acc: 94.4509, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1170, s2.loss_cls: 0.0378, s2.acc: 94.4198, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1293 +2025-06-25 17:58:44,982 - mmdet - INFO - Epoch [11][2550/7330] lr: 1.000e-04, eta: 2 days, 5:29:34, time: 0.967, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1656, s0.acc: 94.2395, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2351, s1.loss_cls: 0.0766, s1.acc: 94.5326, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1163, s2.loss_cls: 0.0371, s2.acc: 94.5447, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0542, loss: 1.1282 +2025-06-25 17:59:33,842 - mmdet - INFO - Epoch [11][2600/7330] lr: 1.000e-04, eta: 2 days, 5:28:37, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1714, s0.acc: 94.0728, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2296, s1.loss_cls: 0.0786, s1.acc: 94.4216, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1143, s2.loss_cls: 0.0378, s2.acc: 94.4790, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1306 +2025-06-25 18:00:22,707 - mmdet - INFO - Epoch [11][2650/7330] lr: 1.000e-04, eta: 2 days, 5:27:40, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1652, s0.acc: 94.2715, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2323, s1.loss_cls: 0.0770, s1.acc: 94.5583, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1148, s2.loss_cls: 0.0379, s2.acc: 94.5159, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1165 +2025-06-25 18:01:13,820 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 18:01:13,820 - mmdet - INFO - Epoch [11][2700/7330] lr: 1.000e-04, eta: 2 days, 5:26:49, time: 1.022, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1688, s0.acc: 94.1755, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2300, s1.loss_cls: 0.0773, s1.acc: 94.4788, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1141, s2.loss_cls: 0.0374, s2.acc: 94.4780, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1218 +2025-06-25 18:02:20,483 - mmdet - INFO - Epoch [11][2750/7330] lr: 1.000e-04, eta: 2 days, 5:26:36, time: 1.333, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1656, s0.acc: 94.2151, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2334, s1.loss_cls: 0.0779, s1.acc: 94.4541, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1165, s2.loss_cls: 0.0379, s2.acc: 94.4063, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1321 +2025-06-25 18:03:10,013 - mmdet - INFO - Epoch [11][2800/7330] lr: 1.000e-04, eta: 2 days, 5:25:40, time: 0.991, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1662, s0.acc: 94.1531, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2307, s1.loss_cls: 0.0766, s1.acc: 94.4753, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1145, s2.loss_cls: 0.0368, s2.acc: 94.6184, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1327 +2025-06-25 18:03:58,295 - mmdet - INFO - Epoch [11][2850/7330] lr: 1.000e-04, eta: 2 days, 5:24:42, time: 0.965, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1662, s0.acc: 94.4163, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2320, s1.loss_cls: 0.0769, s1.acc: 94.6655, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1145, s2.loss_cls: 0.0370, s2.acc: 94.6121, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.1073 +2025-06-25 18:04:49,081 - mmdet - INFO - Epoch [11][2900/7330] lr: 1.000e-04, eta: 2 days, 5:23:50, time: 1.016, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1674, s0.acc: 94.2295, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2336, s1.loss_cls: 0.0782, s1.acc: 94.4357, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1166, s2.loss_cls: 0.0379, s2.acc: 94.4534, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0549, loss: 1.1331 +2025-06-25 18:05:38,079 - mmdet - INFO - Epoch [11][2950/7330] lr: 1.000e-04, eta: 2 days, 5:22:53, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1771, s0.acc: 93.9143, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2406, s1.loss_cls: 0.0815, s1.acc: 94.2159, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1178, s2.loss_cls: 0.0397, s2.acc: 94.2876, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1725 +2025-06-25 18:06:26,894 - mmdet - INFO - Epoch [11][3000/7330] lr: 1.000e-04, eta: 2 days, 5:21:56, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1728, s0.acc: 93.9998, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2364, s1.loss_cls: 0.0802, s1.acc: 94.2718, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1164, s2.loss_cls: 0.0390, s2.acc: 94.2001, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1569 +2025-06-25 18:07:15,392 - mmdet - INFO - Epoch [11][3050/7330] lr: 1.000e-04, eta: 2 days, 5:20:58, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1739, s0.acc: 93.9875, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2401, s1.loss_cls: 0.0801, s1.acc: 94.2891, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1193, s2.loss_cls: 0.0389, s2.acc: 94.3789, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0560, loss: 1.1638 +2025-06-25 18:08:04,358 - mmdet - INFO - Epoch [11][3100/7330] lr: 1.000e-04, eta: 2 days, 5:20:01, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1660, s0.acc: 94.3193, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2295, s1.loss_cls: 0.0778, s1.acc: 94.5793, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1140, s2.loss_cls: 0.0375, s2.acc: 94.5739, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1153 +2025-06-25 18:09:09,400 - mmdet - INFO - Epoch [11][3150/7330] lr: 1.000e-04, eta: 2 days, 5:19:44, time: 1.301, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1758, s0.acc: 93.8848, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2327, s1.loss_cls: 0.0820, s1.acc: 94.1177, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1160, s2.loss_cls: 0.0394, s2.acc: 94.2420, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0550, loss: 1.1517 +2025-06-25 18:10:00,523 - mmdet - INFO - Epoch [11][3200/7330] lr: 1.000e-04, eta: 2 days, 5:18:53, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1729, s0.acc: 93.9995, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2338, s1.loss_cls: 0.0789, s1.acc: 94.4175, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1161, s2.loss_cls: 0.0385, s2.acc: 94.3621, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1472 +2025-06-25 18:10:49,182 - mmdet - INFO - Epoch [11][3250/7330] lr: 1.000e-04, eta: 2 days, 5:17:55, time: 0.973, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1674, s0.acc: 94.1077, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2392, s1.loss_cls: 0.0775, s1.acc: 94.4040, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1185, s2.loss_cls: 0.0376, s2.acc: 94.3970, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1412 +2025-06-25 18:11:36,854 - mmdet - INFO - Epoch [11][3300/7330] lr: 1.000e-04, eta: 2 days, 5:16:55, time: 0.954, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1530, s0.acc: 94.7358, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2282, s1.loss_cls: 0.0705, s1.acc: 95.0430, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1138, s2.loss_cls: 0.0345, s2.acc: 94.9605, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0534, loss: 1.0684 +2025-06-25 18:12:28,276 - mmdet - INFO - Epoch [11][3350/7330] lr: 1.000e-04, eta: 2 days, 5:16:05, time: 1.028, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1719, s0.acc: 94.2129, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2417, s1.loss_cls: 0.0793, s1.acc: 94.5414, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1188, s2.loss_cls: 0.0379, s2.acc: 94.5026, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0554, loss: 1.1503 +2025-06-25 18:13:16,724 - mmdet - INFO - Epoch [11][3400/7330] lr: 1.000e-04, eta: 2 days, 5:15:07, time: 0.969, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1685, s0.acc: 94.2803, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2349, s1.loss_cls: 0.0781, s1.acc: 94.4672, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1163, s2.loss_cls: 0.0374, s2.acc: 94.5571, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0545, loss: 1.1253 +2025-06-25 18:14:05,126 - mmdet - INFO - Epoch [11][3450/7330] lr: 1.000e-04, eta: 2 days, 5:14:09, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1702, s0.acc: 94.2146, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2325, s1.loss_cls: 0.0790, s1.acc: 94.4640, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1167, s2.loss_cls: 0.0384, s2.acc: 94.3821, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0552, loss: 1.1339 +2025-06-25 18:14:53,243 - mmdet - INFO - Epoch [11][3500/7330] lr: 1.000e-04, eta: 2 days, 5:13:10, time: 0.962, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1692, s0.acc: 94.2046, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2302, s1.loss_cls: 0.0782, s1.acc: 94.5531, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1154, s2.loss_cls: 0.0375, s2.acc: 94.5066, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1174 +2025-06-25 18:15:51,734 - mmdet - INFO - Epoch [11][3550/7330] lr: 1.000e-04, eta: 2 days, 5:12:36, time: 1.170, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1710, s0.acc: 94.0244, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2313, s1.loss_cls: 0.0791, s1.acc: 94.3118, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1146, s2.loss_cls: 0.0381, s2.acc: 94.3584, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1342 +2025-06-25 18:16:47,749 - mmdet - INFO - Epoch [11][3600/7330] lr: 1.000e-04, eta: 2 days, 5:11:57, time: 1.120, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1622, s0.acc: 94.3564, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2301, s1.loss_cls: 0.0749, s1.acc: 94.6106, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1146, s2.loss_cls: 0.0364, s2.acc: 94.7502, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.0981 +2025-06-25 18:17:36,263 - mmdet - INFO - Epoch [11][3650/7330] lr: 1.000e-04, eta: 2 days, 5:10:59, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1696, s0.acc: 94.1169, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2402, s1.loss_cls: 0.0787, s1.acc: 94.4258, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1185, s2.loss_cls: 0.0388, s2.acc: 94.3429, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0554, loss: 1.1415 +2025-06-25 18:18:24,557 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 18:18:24,557 - mmdet - INFO - Epoch [11][3700/7330] lr: 1.000e-04, eta: 2 days, 5:10:01, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1696, s0.acc: 94.1416, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2292, s1.loss_cls: 0.0779, s1.acc: 94.4843, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1143, s2.loss_cls: 0.0379, s2.acc: 94.4320, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1216 +2025-06-25 18:19:15,196 - mmdet - INFO - Epoch [11][3750/7330] lr: 1.000e-04, eta: 2 days, 5:09:08, time: 1.013, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1650, s0.acc: 94.3022, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2348, s1.loss_cls: 0.0761, s1.acc: 94.6066, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1164, s2.loss_cls: 0.0373, s2.acc: 94.4847, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1197 +2025-06-25 18:20:03,402 - mmdet - INFO - Epoch [11][3800/7330] lr: 1.000e-04, eta: 2 days, 5:08:10, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1565, s0.acc: 94.5474, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2277, s1.loss_cls: 0.0727, s1.acc: 94.7792, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1136, s2.loss_cls: 0.0356, s2.acc: 94.7212, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0538, loss: 1.0736 +2025-06-25 18:20:51,939 - mmdet - INFO - Epoch [11][3850/7330] lr: 1.000e-04, eta: 2 days, 5:07:12, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1735, s0.acc: 93.9397, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2390, s1.loss_cls: 0.0813, s1.acc: 94.1254, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1176, s2.loss_cls: 0.0398, s2.acc: 94.0316, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0549, loss: 1.1696 +2025-06-25 18:21:40,797 - mmdet - INFO - Epoch [11][3900/7330] lr: 1.000e-04, eta: 2 days, 5:06:15, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1738, s0.acc: 94.0908, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2325, s1.loss_cls: 0.0802, s1.acc: 94.4108, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1160, s2.loss_cls: 0.0389, s2.acc: 94.4457, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1378 +2025-06-25 18:22:34,025 - mmdet - INFO - Epoch [11][3950/7330] lr: 1.000e-04, eta: 2 days, 5:05:29, time: 1.065, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1766, s0.acc: 93.9360, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2368, s1.loss_cls: 0.0814, s1.acc: 94.2828, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1170, s2.loss_cls: 0.0397, s2.acc: 94.2372, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1555 +2025-06-25 18:23:40,387 - mmdet - INFO - Epoch [11][4000/7330] lr: 1.000e-04, eta: 2 days, 5:05:14, time: 1.327, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1647, s0.acc: 94.2434, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2326, s1.loss_cls: 0.0762, s1.acc: 94.4926, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1165, s2.loss_cls: 0.0373, s2.acc: 94.4919, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0552, loss: 1.1288 +2025-06-25 18:24:29,314 - mmdet - INFO - Epoch [11][4050/7330] lr: 1.000e-04, eta: 2 days, 5:04:17, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1742, s0.acc: 93.9766, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2342, s1.loss_cls: 0.0807, s1.acc: 94.2042, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1164, s2.loss_cls: 0.0392, s2.acc: 94.2293, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0553, loss: 1.1467 +2025-06-25 18:25:17,847 - mmdet - INFO - Epoch [11][4100/7330] lr: 1.000e-04, eta: 2 days, 5:03:20, time: 0.970, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1757, s0.acc: 93.9761, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2390, s1.loss_cls: 0.0802, s1.acc: 94.2940, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1176, s2.loss_cls: 0.0388, s2.acc: 94.3408, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0551, loss: 1.1702 +2025-06-25 18:26:08,933 - mmdet - INFO - Epoch [11][4150/7330] lr: 1.000e-04, eta: 2 days, 5:02:28, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1715, s0.acc: 94.0242, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2324, s1.loss_cls: 0.0796, s1.acc: 94.3326, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1139, s2.loss_cls: 0.0385, s2.acc: 94.3419, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1288 +2025-06-25 18:26:57,926 - mmdet - INFO - Epoch [11][4200/7330] lr: 1.000e-04, eta: 2 days, 5:01:32, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1684, s0.acc: 94.2483, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2299, s1.loss_cls: 0.0782, s1.acc: 94.5367, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.5202, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1231 +2025-06-25 18:27:46,528 - mmdet - INFO - Epoch [11][4250/7330] lr: 1.000e-04, eta: 2 days, 5:00:34, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1694, s0.acc: 94.1582, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2327, s1.loss_cls: 0.0798, s1.acc: 94.4046, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1167, s2.loss_cls: 0.0389, s2.acc: 94.4658, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1318 +2025-06-25 18:28:35,483 - mmdet - INFO - Epoch [11][4300/7330] lr: 1.000e-04, eta: 2 days, 4:59:38, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1742, s0.acc: 93.9539, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2408, s1.loss_cls: 0.0813, s1.acc: 94.2404, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1178, s2.loss_cls: 0.0403, s2.acc: 94.0655, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.1716 +2025-06-25 18:29:24,558 - mmdet - INFO - Epoch [11][4350/7330] lr: 1.000e-04, eta: 2 days, 4:58:41, time: 0.982, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1701, s0.acc: 94.0603, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2370, s1.loss_cls: 0.0797, s1.acc: 94.2826, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1172, s2.loss_cls: 0.0387, s2.acc: 94.3557, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0553, loss: 1.1468 +2025-06-25 18:30:27,582 - mmdet - INFO - Epoch [11][4400/7330] lr: 1.000e-04, eta: 2 days, 4:58:18, time: 1.261, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1688, s0.acc: 94.0959, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2364, s1.loss_cls: 0.0802, s1.acc: 94.1555, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1158, s2.loss_cls: 0.0398, s2.acc: 94.0316, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1388 +2025-06-25 18:31:19,039 - mmdet - INFO - Epoch [11][4450/7330] lr: 1.000e-04, eta: 2 days, 4:57:28, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1754, s0.acc: 94.0095, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2337, s1.loss_cls: 0.0806, s1.acc: 94.3547, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1164, s2.loss_cls: 0.0393, s2.acc: 94.3595, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1468 +2025-06-25 18:32:08,043 - mmdet - INFO - Epoch [11][4500/7330] lr: 1.000e-04, eta: 2 days, 4:56:31, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1693, s0.acc: 94.1797, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2313, s1.loss_cls: 0.0790, s1.acc: 94.4104, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.4432, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1256 +2025-06-25 18:32:56,400 - mmdet - INFO - Epoch [11][4550/7330] lr: 1.000e-04, eta: 2 days, 4:55:33, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1644, s0.acc: 94.3384, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2274, s1.loss_cls: 0.0761, s1.acc: 94.5835, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1142, s2.loss_cls: 0.0371, s2.acc: 94.6013, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1065 +2025-06-25 18:33:47,772 - mmdet - INFO - Epoch [11][4600/7330] lr: 1.000e-04, eta: 2 days, 4:54:42, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1720, s0.acc: 94.0862, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2316, s1.loss_cls: 0.0787, s1.acc: 94.4552, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1145, s2.loss_cls: 0.0386, s2.acc: 94.4004, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1373 +2025-06-25 18:34:36,199 - mmdet - INFO - Epoch [11][4650/7330] lr: 1.000e-04, eta: 2 days, 4:53:45, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1745, s0.acc: 93.8716, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2435, s1.loss_cls: 0.0796, s1.acc: 94.2127, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1199, s2.loss_cls: 0.0388, s2.acc: 94.2069, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0563, loss: 1.1704 +2025-06-25 18:35:24,596 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 18:35:24,596 - mmdet - INFO - Epoch [11][4700/7330] lr: 1.000e-04, eta: 2 days, 4:52:47, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1684, s0.acc: 94.1448, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2303, s1.loss_cls: 0.0775, s1.acc: 94.4808, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1145, s2.loss_cls: 0.0375, s2.acc: 94.4803, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.1220 +2025-06-25 18:36:13,150 - mmdet - INFO - Epoch [11][4750/7330] lr: 1.000e-04, eta: 2 days, 4:51:49, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1661, s0.acc: 94.2820, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2325, s1.loss_cls: 0.0771, s1.acc: 94.5567, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1155, s2.loss_cls: 0.0375, s2.acc: 94.5294, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1194 +2025-06-25 18:37:16,077 - mmdet - INFO - Epoch [11][4800/7330] lr: 1.000e-04, eta: 2 days, 4:51:26, time: 1.259, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1791, s0.acc: 93.8862, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2381, s1.loss_cls: 0.0833, s1.acc: 94.1220, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1185, s2.loss_cls: 0.0408, s2.acc: 94.0734, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0560, loss: 1.1762 +2025-06-25 18:38:09,838 - mmdet - INFO - Epoch [11][4850/7330] lr: 1.000e-04, eta: 2 days, 4:50:41, time: 1.075, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1699, s0.acc: 94.1716, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2301, s1.loss_cls: 0.0794, s1.acc: 94.3936, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1143, s2.loss_cls: 0.0386, s2.acc: 94.4439, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1241 +2025-06-25 18:38:58,281 - mmdet - INFO - Epoch [11][4900/7330] lr: 1.000e-04, eta: 2 days, 4:49:43, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1731, s0.acc: 93.9546, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2412, s1.loss_cls: 0.0807, s1.acc: 94.2561, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1189, s2.loss_cls: 0.0396, s2.acc: 94.2069, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0561, loss: 1.1604 +2025-06-25 18:39:46,627 - mmdet - INFO - Epoch [11][4950/7330] lr: 1.000e-04, eta: 2 days, 4:48:45, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1613, s0.acc: 94.3992, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2388, s1.loss_cls: 0.0747, s1.acc: 94.6899, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1191, s2.loss_cls: 0.0364, s2.acc: 94.7460, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0557, loss: 1.1191 +2025-06-25 18:40:38,104 - mmdet - INFO - Epoch [11][5000/7330] lr: 1.000e-04, eta: 2 days, 4:47:54, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1624, s0.acc: 94.3374, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2314, s1.loss_cls: 0.0751, s1.acc: 94.6750, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1143, s2.loss_cls: 0.0368, s2.acc: 94.5671, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1089 +2025-06-25 18:41:26,851 - mmdet - INFO - Epoch [11][5050/7330] lr: 1.000e-04, eta: 2 days, 4:46:57, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1681, s0.acc: 94.1992, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2370, s1.loss_cls: 0.0776, s1.acc: 94.5448, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1183, s2.loss_cls: 0.0376, s2.acc: 94.5637, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1267 +2025-06-25 18:42:15,410 - mmdet - INFO - Epoch [11][5100/7330] lr: 1.000e-04, eta: 2 days, 4:46:00, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1720, s0.acc: 93.9868, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2335, s1.loss_cls: 0.0808, s1.acc: 94.1101, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1164, s2.loss_cls: 0.0395, s2.acc: 94.1933, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1432 +2025-06-25 18:43:04,356 - mmdet - INFO - Epoch [11][5150/7330] lr: 1.000e-04, eta: 2 days, 4:45:03, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1653, s0.acc: 94.3711, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2344, s1.loss_cls: 0.0775, s1.acc: 94.5234, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1167, s2.loss_cls: 0.0376, s2.acc: 94.6005, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0550, loss: 1.1141 +2025-06-25 18:43:57,127 - mmdet - INFO - Epoch [11][5200/7330] lr: 1.000e-04, eta: 2 days, 4:44:16, time: 1.055, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1611, s0.acc: 94.3669, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2263, s1.loss_cls: 0.0748, s1.acc: 94.5504, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1116, s2.loss_cls: 0.0367, s2.acc: 94.5801, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0982 +2025-06-25 18:45:01,095 - mmdet - INFO - Epoch [11][5250/7330] lr: 1.000e-04, eta: 2 days, 4:43:55, time: 1.280, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1649, s0.acc: 94.2573, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2273, s1.loss_cls: 0.0769, s1.acc: 94.4802, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1141, s2.loss_cls: 0.0377, s2.acc: 94.4986, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1045 +2025-06-25 18:45:49,674 - mmdet - INFO - Epoch [11][5300/7330] lr: 1.000e-04, eta: 2 days, 4:42:57, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1662, s0.acc: 94.1501, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2336, s1.loss_cls: 0.0780, s1.acc: 94.3926, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1160, s2.loss_cls: 0.0381, s2.acc: 94.3599, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1345 +2025-06-25 18:46:38,147 - mmdet - INFO - Epoch [11][5350/7330] lr: 1.000e-04, eta: 2 days, 4:41:59, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1650, s0.acc: 94.2346, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2347, s1.loss_cls: 0.0776, s1.acc: 94.4149, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1169, s2.loss_cls: 0.0373, s2.acc: 94.5250, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1323 +2025-06-25 18:47:29,685 - mmdet - INFO - Epoch [11][5400/7330] lr: 1.000e-04, eta: 2 days, 4:41:09, time: 1.031, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1621, s0.acc: 94.3962, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2334, s1.loss_cls: 0.0755, s1.acc: 94.6344, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1164, s2.loss_cls: 0.0367, s2.acc: 94.6778, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1147 +2025-06-25 18:48:18,393 - mmdet - INFO - Epoch [11][5450/7330] lr: 1.000e-04, eta: 2 days, 4:40:12, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1673, s0.acc: 94.3018, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2281, s1.loss_cls: 0.0775, s1.acc: 94.4987, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1138, s2.loss_cls: 0.0377, s2.acc: 94.5635, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.1080 +2025-06-25 18:49:06,891 - mmdet - INFO - Epoch [11][5500/7330] lr: 1.000e-04, eta: 2 days, 4:39:14, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1678, s0.acc: 94.2273, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2310, s1.loss_cls: 0.0771, s1.acc: 94.5799, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.6133, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1169 +2025-06-25 18:49:56,171 - mmdet - INFO - Epoch [11][5550/7330] lr: 1.000e-04, eta: 2 days, 4:38:19, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1702, s0.acc: 94.1216, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2308, s1.loss_cls: 0.0783, s1.acc: 94.4965, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1157, s2.loss_cls: 0.0377, s2.acc: 94.4491, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1337 +2025-06-25 18:50:44,593 - mmdet - INFO - Epoch [11][5600/7330] lr: 1.000e-04, eta: 2 days, 4:37:21, time: 0.968, data_time: 0.021, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1597, s0.acc: 94.4995, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2300, s1.loss_cls: 0.0744, s1.acc: 94.7426, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1138, s2.loss_cls: 0.0362, s2.acc: 94.6771, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0530, loss: 1.0853 +2025-06-25 18:51:48,568 - mmdet - INFO - Epoch [11][5650/7330] lr: 1.000e-04, eta: 2 days, 4:37:00, time: 1.280, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1664, s0.acc: 94.2124, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2303, s1.loss_cls: 0.0769, s1.acc: 94.5385, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1144, s2.loss_cls: 0.0371, s2.acc: 94.5943, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1202 +2025-06-25 18:52:40,151 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 18:52:40,151 - mmdet - INFO - Epoch [11][5700/7330] lr: 1.000e-04, eta: 2 days, 4:36:09, time: 1.032, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1669, s0.acc: 94.0886, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2392, s1.loss_cls: 0.0776, s1.acc: 94.4582, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1184, s2.loss_cls: 0.0376, s2.acc: 94.3915, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1409 +2025-06-25 18:53:28,470 - mmdet - INFO - Epoch [11][5750/7330] lr: 1.000e-04, eta: 2 days, 4:35:11, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1654, s0.acc: 94.3147, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2348, s1.loss_cls: 0.0763, s1.acc: 94.6293, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1170, s2.loss_cls: 0.0374, s2.acc: 94.5483, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1291 +2025-06-25 18:54:17,176 - mmdet - INFO - Epoch [11][5800/7330] lr: 1.000e-04, eta: 2 days, 4:34:14, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1620, s0.acc: 94.3491, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2277, s1.loss_cls: 0.0752, s1.acc: 94.6463, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1127, s2.loss_cls: 0.0369, s2.acc: 94.6415, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0971 +2025-06-25 18:55:08,433 - mmdet - INFO - Epoch [11][5850/7330] lr: 1.000e-04, eta: 2 days, 4:33:23, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1637, s0.acc: 94.3335, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2339, s1.loss_cls: 0.0767, s1.acc: 94.5895, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1166, s2.loss_cls: 0.0370, s2.acc: 94.6799, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1222 +2025-06-25 18:55:56,392 - mmdet - INFO - Epoch [11][5900/7330] lr: 1.000e-04, eta: 2 days, 4:32:24, time: 0.959, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1635, s0.acc: 94.3604, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2325, s1.loss_cls: 0.0753, s1.acc: 94.6834, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1143, s2.loss_cls: 0.0363, s2.acc: 94.7487, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0534, loss: 1.0971 +2025-06-25 18:56:44,423 - mmdet - INFO - Epoch [11][5950/7330] lr: 1.000e-04, eta: 2 days, 4:31:26, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1637, s0.acc: 94.2336, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2276, s1.loss_cls: 0.0764, s1.acc: 94.4476, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1124, s2.loss_cls: 0.0370, s2.acc: 94.5902, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0531, loss: 1.0945 +2025-06-25 18:57:33,068 - mmdet - INFO - Epoch [11][6000/7330] lr: 1.000e-04, eta: 2 days, 4:30:28, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1675, s0.acc: 94.1492, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2316, s1.loss_cls: 0.0774, s1.acc: 94.4829, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1138, s2.loss_cls: 0.0373, s2.acc: 94.5871, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1211 +2025-06-25 18:58:34,610 - mmdet - INFO - Epoch [11][6050/7330] lr: 1.000e-04, eta: 2 days, 4:30:01, time: 1.231, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1591, s0.acc: 94.4595, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2289, s1.loss_cls: 0.0733, s1.acc: 94.7895, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.6789, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0542, loss: 1.0943 +2025-06-25 18:59:28,472 - mmdet - INFO - Epoch [11][6100/7330] lr: 1.000e-04, eta: 2 days, 4:29:16, time: 1.077, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1719, s0.acc: 94.1106, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2346, s1.loss_cls: 0.0788, s1.acc: 94.4824, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1155, s2.loss_cls: 0.0381, s2.acc: 94.5520, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1457 +2025-06-25 19:00:16,305 - mmdet - INFO - Epoch [11][6150/7330] lr: 1.000e-04, eta: 2 days, 4:28:17, time: 0.957, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1606, s0.acc: 94.4287, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2361, s1.loss_cls: 0.0748, s1.acc: 94.7150, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1172, s2.loss_cls: 0.0351, s2.acc: 94.8496, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1096 +2025-06-25 19:01:05,058 - mmdet - INFO - Epoch [11][6200/7330] lr: 1.000e-04, eta: 2 days, 4:27:20, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1692, s0.acc: 94.1199, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2318, s1.loss_cls: 0.0786, s1.acc: 94.4013, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1169, s2.loss_cls: 0.0381, s2.acc: 94.4176, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1382 +2025-06-25 19:01:55,992 - mmdet - INFO - Epoch [11][6250/7330] lr: 1.000e-04, eta: 2 days, 4:26:28, time: 1.019, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1609, s0.acc: 94.3806, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2312, s1.loss_cls: 0.0741, s1.acc: 94.7151, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1149, s2.loss_cls: 0.0365, s2.acc: 94.6717, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0536, loss: 1.1000 +2025-06-25 19:02:44,418 - mmdet - INFO - Epoch [11][6300/7330] lr: 1.000e-04, eta: 2 days, 4:25:31, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1722, s0.acc: 94.0898, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2392, s1.loss_cls: 0.0802, s1.acc: 94.3224, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1177, s2.loss_cls: 0.0390, s2.acc: 94.2630, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0554, loss: 1.1533 +2025-06-25 19:03:33,043 - mmdet - INFO - Epoch [11][6350/7330] lr: 1.000e-04, eta: 2 days, 4:24:33, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1663, s0.acc: 94.3484, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2375, s1.loss_cls: 0.0765, s1.acc: 94.6888, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1171, s2.loss_cls: 0.0375, s2.acc: 94.6110, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1393 +2025-06-25 19:04:21,855 - mmdet - INFO - Epoch [11][6400/7330] lr: 1.000e-04, eta: 2 days, 4:23:37, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1739, s0.acc: 93.9368, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2406, s1.loss_cls: 0.0813, s1.acc: 94.0898, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1196, s2.loss_cls: 0.0397, s2.acc: 94.0711, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1543 +2025-06-25 19:05:15,709 - mmdet - INFO - Epoch [11][6450/7330] lr: 1.000e-04, eta: 2 days, 4:22:52, time: 1.077, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1728, s0.acc: 94.0359, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2354, s1.loss_cls: 0.0805, s1.acc: 94.2273, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1164, s2.loss_cls: 0.0391, s2.acc: 94.2745, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0549, loss: 1.1620 +2025-06-25 19:06:20,221 - mmdet - INFO - Epoch [11][6500/7330] lr: 1.000e-04, eta: 2 days, 4:22:31, time: 1.290, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1612, s0.acc: 94.3225, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2373, s1.loss_cls: 0.0754, s1.acc: 94.5516, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1181, s2.loss_cls: 0.0368, s2.acc: 94.6058, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1222 +2025-06-25 19:07:08,632 - mmdet - INFO - Epoch [11][6550/7330] lr: 1.000e-04, eta: 2 days, 4:21:34, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1752, s0.acc: 94.0164, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2325, s1.loss_cls: 0.0809, s1.acc: 94.3195, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0388, s2.acc: 94.4184, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1479 +2025-06-25 19:07:57,382 - mmdet - INFO - Epoch [11][6600/7330] lr: 1.000e-04, eta: 2 days, 4:20:37, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1676, s0.acc: 94.1294, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2363, s1.loss_cls: 0.0791, s1.acc: 94.3717, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1174, s2.loss_cls: 0.0387, s2.acc: 94.2744, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1424 +2025-06-25 19:08:48,190 - mmdet - INFO - Epoch [11][6650/7330] lr: 1.000e-04, eta: 2 days, 4:19:44, time: 1.016, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1668, s0.acc: 94.1323, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2384, s1.loss_cls: 0.0779, s1.acc: 94.4045, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1175, s2.loss_cls: 0.0380, s2.acc: 94.2878, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1391 +2025-06-25 19:09:36,749 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 19:09:36,749 - mmdet - INFO - Epoch [11][6700/7330] lr: 1.000e-04, eta: 2 days, 4:18:47, time: 0.971, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1668, s0.acc: 94.2332, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2346, s1.loss_cls: 0.0762, s1.acc: 94.6303, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1169, s2.loss_cls: 0.0377, s2.acc: 94.4994, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0546, loss: 1.1222 +2025-06-25 19:10:25,927 - mmdet - INFO - Epoch [11][6750/7330] lr: 1.000e-04, eta: 2 days, 4:17:51, time: 0.983, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1829, s0.acc: 93.6331, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2386, s1.loss_cls: 0.0851, s1.acc: 93.8740, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1173, s2.loss_cls: 0.0410, s2.acc: 93.8976, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0550, loss: 1.1952 +2025-06-25 19:11:14,319 - mmdet - INFO - Epoch [11][6800/7330] lr: 1.000e-04, eta: 2 days, 4:16:54, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1733, s0.acc: 94.0684, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2372, s1.loss_cls: 0.0804, s1.acc: 94.4338, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1176, s2.loss_cls: 0.0387, s2.acc: 94.4700, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0556, loss: 1.1501 +2025-06-25 19:12:02,895 - mmdet - INFO - Epoch [11][6850/7330] lr: 1.000e-04, eta: 2 days, 4:15:56, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1700, s0.acc: 94.1702, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2267, s1.loss_cls: 0.0794, s1.acc: 94.3317, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1119, s2.loss_cls: 0.0383, s2.acc: 94.4239, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0523, loss: 1.1175 +2025-06-25 19:13:08,571 - mmdet - INFO - Epoch [11][6900/7330] lr: 1.000e-04, eta: 2 days, 4:15:38, time: 1.314, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1669, s0.acc: 94.2407, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2311, s1.loss_cls: 0.0764, s1.acc: 94.5417, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.5638, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.1051 +2025-06-25 19:13:59,529 - mmdet - INFO - Epoch [11][6950/7330] lr: 1.000e-04, eta: 2 days, 4:14:47, time: 1.019, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1677, s0.acc: 94.2034, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2388, s1.loss_cls: 0.0772, s1.acc: 94.4755, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1180, s2.loss_cls: 0.0370, s2.acc: 94.6349, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0555, loss: 1.1399 +2025-06-25 19:14:47,565 - mmdet - INFO - Epoch [11][7000/7330] lr: 1.000e-04, eta: 2 days, 4:13:48, time: 0.961, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1655, s0.acc: 94.2334, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2349, s1.loss_cls: 0.0762, s1.acc: 94.6209, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1164, s2.loss_cls: 0.0372, s2.acc: 94.5205, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1283 +2025-06-25 19:15:36,958 - mmdet - INFO - Epoch [11][7050/7330] lr: 1.000e-04, eta: 2 days, 4:12:53, time: 0.988, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1671, s0.acc: 94.1829, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2383, s1.loss_cls: 0.0769, s1.acc: 94.5313, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1186, s2.loss_cls: 0.0373, s2.acc: 94.5305, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.1474 +2025-06-25 19:16:27,862 - mmdet - INFO - Epoch [11][7100/7330] lr: 1.000e-04, eta: 2 days, 4:12:01, time: 1.018, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1708, s0.acc: 94.1384, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2329, s1.loss_cls: 0.0802, s1.acc: 94.3260, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1163, s2.loss_cls: 0.0395, s2.acc: 94.2019, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1394 +2025-06-25 19:17:16,243 - mmdet - INFO - Epoch [11][7150/7330] lr: 1.000e-04, eta: 2 days, 4:11:03, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1695, s0.acc: 94.1658, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2276, s1.loss_cls: 0.0797, s1.acc: 94.3696, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.4470, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1220 +2025-06-25 19:18:05,019 - mmdet - INFO - Epoch [11][7200/7330] lr: 1.000e-04, eta: 2 days, 4:10:06, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1756, s0.acc: 93.9187, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2353, s1.loss_cls: 0.0804, s1.acc: 94.3325, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1174, s2.loss_cls: 0.0391, s2.acc: 94.2470, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1619 +2025-06-25 19:18:53,544 - mmdet - INFO - Epoch [11][7250/7330] lr: 1.000e-04, eta: 2 days, 4:09:09, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1696, s0.acc: 94.1711, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2363, s1.loss_cls: 0.0786, s1.acc: 94.4574, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1176, s2.loss_cls: 0.0386, s2.acc: 94.4294, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0552, loss: 1.1369 +2025-06-25 19:19:58,234 - mmdet - INFO - Epoch [11][7300/7330] lr: 1.000e-04, eta: 2 days, 4:08:49, time: 1.294, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1718, s0.acc: 94.1345, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2355, s1.loss_cls: 0.0791, s1.acc: 94.4572, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1168, s2.loss_cls: 0.0389, s2.acc: 94.2712, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1441 +2025-06-25 19:20:41,233 - mmdet - INFO - Saving checkpoint at 11 epochs +2025-06-25 19:23:55,391 - mmdet - INFO - Evaluating bbox... +2025-06-25 19:24:28,373 - mmdet - INFO - Evaluating segm... +2025-06-25 19:25:00,994 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 19:25:00,994 - mmdet - INFO - Epoch(val) [11][7330] bbox_mAP: 0.4660, bbox_mAP_50: 0.6540, bbox_mAP_75: 0.5080, bbox_mAP_s: 0.2920, bbox_mAP_m: 0.4980, bbox_mAP_l: 0.6200, bbox_mAP_copypaste: 0.466 0.654 0.508 0.292 0.498 0.620, segm_mAP: 0.4030, segm_mAP_50: 0.6230, segm_mAP_75: 0.4360, segm_mAP_s: 0.2370, segm_mAP_m: 0.4350, segm_mAP_l: 0.5540, segm_mAP_copypaste: 0.403 0.623 0.436 0.237 0.435 0.554 +2025-06-25 19:27:17,275 - mmdet - INFO - Epoch [12][50/7330] lr: 1.000e-04, eta: 2 days, 4:09:30, time: 2.725, data_time: 1.639, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1666, s0.acc: 94.0466, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2328, s1.loss_cls: 0.0756, s1.acc: 94.4456, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1157, s2.loss_cls: 0.0377, s2.acc: 94.3655, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.1411 +2025-06-25 19:28:10,240 - mmdet - INFO - Epoch [12][100/7330] lr: 1.000e-04, eta: 2 days, 4:08:43, time: 1.060, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1665, s0.acc: 94.1057, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2342, s1.loss_cls: 0.0749, s1.acc: 94.5513, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1166, s2.loss_cls: 0.0370, s2.acc: 94.4988, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0547, loss: 1.1418 +2025-06-25 19:29:03,317 - mmdet - INFO - Epoch [12][150/7330] lr: 1.000e-04, eta: 2 days, 4:07:55, time: 1.061, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1642, s0.acc: 94.3154, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2352, s1.loss_cls: 0.0748, s1.acc: 94.7414, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1177, s2.loss_cls: 0.0367, s2.acc: 94.7538, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1353 +2025-06-25 19:29:55,374 - mmdet - INFO - Epoch [12][200/7330] lr: 1.000e-04, eta: 2 days, 4:07:06, time: 1.041, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1587, s0.acc: 94.4802, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2306, s1.loss_cls: 0.0733, s1.acc: 94.8018, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1139, s2.loss_cls: 0.0356, s2.acc: 94.7855, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0535, loss: 1.0978 +2025-06-25 19:30:47,923 - mmdet - INFO - Epoch [12][250/7330] lr: 1.000e-04, eta: 2 days, 4:06:18, time: 1.051, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1715, s0.acc: 93.9973, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2357, s1.loss_cls: 0.0788, s1.acc: 94.3739, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1171, s2.loss_cls: 0.0383, s2.acc: 94.4059, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1509 +2025-06-25 19:31:47,703 - mmdet - INFO - Epoch [12][300/7330] lr: 1.000e-04, eta: 2 days, 4:05:46, time: 1.196, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1622, s0.acc: 94.3362, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2259, s1.loss_cls: 0.0746, s1.acc: 94.6097, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1122, s2.loss_cls: 0.0364, s2.acc: 94.5899, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0955 +2025-06-25 19:32:48,402 - mmdet - INFO - Epoch [12][350/7330] lr: 1.000e-04, eta: 2 days, 4:05:16, time: 1.213, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1728, s0.acc: 93.9067, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2331, s1.loss_cls: 0.0808, s1.acc: 94.2623, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1151, s2.loss_cls: 0.0393, s2.acc: 94.2743, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0538, loss: 1.1532 +2025-06-25 19:33:39,094 - mmdet - INFO - Epoch [12][400/7330] lr: 1.000e-04, eta: 2 days, 4:04:23, time: 1.015, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1682, s0.acc: 94.0881, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2362, s1.loss_cls: 0.0785, s1.acc: 94.3227, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1169, s2.loss_cls: 0.0378, s2.acc: 94.4941, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1414 +2025-06-25 19:34:33,655 - mmdet - INFO - Epoch [12][450/7330] lr: 1.000e-04, eta: 2 days, 4:03:39, time: 1.091, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1637, s0.acc: 94.2888, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2334, s1.loss_cls: 0.0745, s1.acc: 94.6830, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1157, s2.loss_cls: 0.0370, s2.acc: 94.5160, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0545, loss: 1.1141 +2025-06-25 19:35:24,241 - mmdet - INFO - Epoch [12][500/7330] lr: 1.000e-04, eta: 2 days, 4:02:47, time: 1.012, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1634, s0.acc: 94.3130, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2356, s1.loss_cls: 0.0760, s1.acc: 94.6902, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1170, s2.loss_cls: 0.0365, s2.acc: 94.6074, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1220 +2025-06-25 19:36:14,511 - mmdet - INFO - Epoch [12][550/7330] lr: 1.000e-04, eta: 2 days, 4:01:53, time: 1.005, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1662, s0.acc: 94.3115, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2276, s1.loss_cls: 0.0783, s1.acc: 94.4572, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1125, s2.loss_cls: 0.0381, s2.acc: 94.5008, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.1095 +2025-06-25 19:37:04,859 - mmdet - INFO - Epoch [12][600/7330] lr: 1.000e-04, eta: 2 days, 4:01:00, time: 1.007, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1642, s0.acc: 94.3093, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2328, s1.loss_cls: 0.0755, s1.acc: 94.6477, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1148, s2.loss_cls: 0.0373, s2.acc: 94.5430, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1211 +2025-06-25 19:37:55,418 - mmdet - INFO - Epoch [12][650/7330] lr: 1.000e-04, eta: 2 days, 4:00:07, time: 1.011, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1627, s0.acc: 94.3210, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2262, s1.loss_cls: 0.0750, s1.acc: 94.6006, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1111, s2.loss_cls: 0.0358, s2.acc: 94.6968, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0906 +2025-06-25 19:38:45,461 - mmdet - INFO - Epoch [12][700/7330] lr: 1.000e-04, eta: 2 days, 3:59:13, time: 1.001, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1611, s0.acc: 94.3640, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2303, s1.loss_cls: 0.0742, s1.acc: 94.6153, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1146, s2.loss_cls: 0.0364, s2.acc: 94.5026, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1038 +2025-06-25 19:39:51,280 - mmdet - INFO - Epoch [12][750/7330] lr: 1.000e-04, eta: 2 days, 3:58:54, time: 1.316, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1691, s0.acc: 94.1448, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2378, s1.loss_cls: 0.0792, s1.acc: 94.3946, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1166, s2.loss_cls: 0.0385, s2.acc: 94.2723, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1358 +2025-06-25 19:40:44,194 - mmdet - INFO - Epoch [12][800/7330] lr: 1.000e-04, eta: 2 days, 3:58:07, time: 1.058, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1614, s0.acc: 94.3391, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2334, s1.loss_cls: 0.0753, s1.acc: 94.5068, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1149, s2.loss_cls: 0.0370, s2.acc: 94.5160, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0540, loss: 1.1138 +2025-06-25 19:41:36,426 - mmdet - INFO - Epoch [12][850/7330] lr: 1.000e-04, eta: 2 days, 3:57:18, time: 1.044, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1544, s0.acc: 94.5625, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2288, s1.loss_cls: 0.0710, s1.acc: 94.8983, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1150, s2.loss_cls: 0.0347, s2.acc: 94.8052, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.0797 +2025-06-25 19:42:26,222 - mmdet - INFO - Epoch [12][900/7330] lr: 1.000e-04, eta: 2 days, 3:56:23, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1623, s0.acc: 94.3352, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2305, s1.loss_cls: 0.0750, s1.acc: 94.5727, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1147, s2.loss_cls: 0.0368, s2.acc: 94.5523, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1071 +2025-06-25 19:43:15,746 - mmdet - INFO - Epoch [12][950/7330] lr: 1.000e-04, eta: 2 days, 3:55:28, time: 0.990, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1601, s0.acc: 94.4011, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2332, s1.loss_cls: 0.0731, s1.acc: 94.7737, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1159, s2.loss_cls: 0.0357, s2.acc: 94.7487, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1105 +2025-06-25 19:44:05,468 - mmdet - INFO - Epoch [12][1000/7330] lr: 1.000e-04, eta: 2 days, 3:54:33, time: 0.994, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1611, s0.acc: 94.4109, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2324, s1.loss_cls: 0.0751, s1.acc: 94.7026, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1162, s2.loss_cls: 0.0368, s2.acc: 94.5626, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0545, loss: 1.1060 +2025-06-25 19:44:55,034 - mmdet - INFO - Epoch [12][1050/7330] lr: 1.000e-04, eta: 2 days, 3:53:38, time: 0.991, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1589, s0.acc: 94.4421, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2353, s1.loss_cls: 0.0734, s1.acc: 94.7785, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1163, s2.loss_cls: 0.0361, s2.acc: 94.6420, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0551, loss: 1.1051 +2025-06-25 19:45:44,329 - mmdet - INFO - Epoch [12][1100/7330] lr: 1.000e-04, eta: 2 days, 3:52:42, time: 0.986, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1598, s0.acc: 94.5403, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2272, s1.loss_cls: 0.0724, s1.acc: 94.9537, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1134, s2.loss_cls: 0.0350, s2.acc: 95.0160, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0534, loss: 1.0790 +2025-06-25 19:46:48,690 - mmdet - INFO - Epoch [12][1150/7330] lr: 1.000e-04, eta: 2 days, 3:52:20, time: 1.287, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1613, s0.acc: 94.4006, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2353, s1.loss_cls: 0.0736, s1.acc: 94.7274, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1168, s2.loss_cls: 0.0357, s2.acc: 94.6719, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1116 +2025-06-25 19:47:40,206 - mmdet - INFO - Epoch [12][1200/7330] lr: 1.000e-04, eta: 2 days, 3:51:30, time: 1.030, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1590, s0.acc: 94.4421, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2297, s1.loss_cls: 0.0726, s1.acc: 94.7800, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1146, s2.loss_cls: 0.0354, s2.acc: 94.7725, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0924 +2025-06-25 19:48:29,194 - mmdet - INFO - Epoch [12][1250/7330] lr: 1.000e-04, eta: 2 days, 3:50:33, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1601, s0.acc: 94.5540, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2277, s1.loss_cls: 0.0732, s1.acc: 94.9222, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1136, s2.loss_cls: 0.0356, s2.acc: 94.8199, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0534, loss: 1.0768 +2025-06-25 19:49:21,094 - mmdet - INFO - Epoch [12][1300/7330] lr: 1.000e-04, eta: 2 days, 3:49:43, time: 1.038, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1647, s0.acc: 94.3003, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2338, s1.loss_cls: 0.0754, s1.acc: 94.6621, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1161, s2.loss_cls: 0.0365, s2.acc: 94.6828, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1235 +2025-06-25 19:50:10,074 - mmdet - INFO - Epoch [12][1350/7330] lr: 1.000e-04, eta: 2 days, 3:48:47, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1578, s0.acc: 94.5959, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2297, s1.loss_cls: 0.0723, s1.acc: 94.8100, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1143, s2.loss_cls: 0.0356, s2.acc: 94.8365, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0537, loss: 1.0886 +2025-06-25 19:50:58,346 - mmdet - INFO - Epoch [12][1400/7330] lr: 1.000e-04, eta: 2 days, 3:47:49, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1587, s0.acc: 94.5293, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2315, s1.loss_cls: 0.0714, s1.acc: 94.9733, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1148, s2.loss_cls: 0.0348, s2.acc: 95.0186, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0541, loss: 1.0851 +2025-06-25 19:51:47,355 - mmdet - INFO - Epoch [12][1450/7330] lr: 1.000e-04, eta: 2 days, 3:46:53, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1654, s0.acc: 94.2305, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2277, s1.loss_cls: 0.0757, s1.acc: 94.5167, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1134, s2.loss_cls: 0.0367, s2.acc: 94.6337, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1126 +2025-06-25 19:52:36,270 - mmdet - INFO - Epoch [12][1500/7330] lr: 1.000e-04, eta: 2 days, 3:45:56, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1633, s0.acc: 94.3228, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2297, s1.loss_cls: 0.0749, s1.acc: 94.6391, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1147, s2.loss_cls: 0.0361, s2.acc: 94.6900, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.1016 +2025-06-25 19:53:34,425 - mmdet - INFO - Epoch [12][1550/7330] lr: 1.000e-04, eta: 2 days, 3:45:20, time: 1.163, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1551, s0.acc: 94.5977, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2268, s1.loss_cls: 0.0714, s1.acc: 94.9195, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1125, s2.loss_cls: 0.0348, s2.acc: 94.9049, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0755 +2025-06-25 19:54:31,232 - mmdet - INFO - Epoch [12][1600/7330] lr: 1.000e-04, eta: 2 days, 3:44:41, time: 1.136, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1599, s0.acc: 94.5022, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2262, s1.loss_cls: 0.0733, s1.acc: 94.7836, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1128, s2.loss_cls: 0.0358, s2.acc: 94.7293, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0826 +2025-06-25 19:55:20,151 - mmdet - INFO - Epoch [12][1650/7330] lr: 1.000e-04, eta: 2 days, 3:43:45, time: 0.978, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1718, s0.acc: 93.9829, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2335, s1.loss_cls: 0.0792, s1.acc: 94.2165, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1160, s2.loss_cls: 0.0387, s2.acc: 94.2512, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1374 +2025-06-25 19:56:11,791 - mmdet - INFO - Epoch [12][1700/7330] lr: 1.000e-04, eta: 2 days, 3:42:54, time: 1.033, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1638, s0.acc: 94.3381, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2336, s1.loss_cls: 0.0757, s1.acc: 94.6688, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1168, s2.loss_cls: 0.0368, s2.acc: 94.5599, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1112 +2025-06-25 19:57:00,762 - mmdet - INFO - Epoch [12][1750/7330] lr: 1.000e-04, eta: 2 days, 3:41:58, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1665, s0.acc: 94.2024, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2316, s1.loss_cls: 0.0768, s1.acc: 94.5246, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1150, s2.loss_cls: 0.0369, s2.acc: 94.5666, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1269 +2025-06-25 19:57:49,425 - mmdet - INFO - Epoch [12][1800/7330] lr: 1.000e-04, eta: 2 days, 3:41:01, time: 0.973, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1663, s0.acc: 94.2732, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2364, s1.loss_cls: 0.0769, s1.acc: 94.5477, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1154, s2.loss_cls: 0.0373, s2.acc: 94.5420, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1220 +2025-06-25 19:58:38,208 - mmdet - INFO - Epoch [12][1850/7330] lr: 1.000e-04, eta: 2 days, 3:40:04, time: 0.976, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1620, s0.acc: 94.2759, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2295, s1.loss_cls: 0.0746, s1.acc: 94.5930, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1151, s2.loss_cls: 0.0363, s2.acc: 94.6118, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1134 +2025-06-25 19:59:27,038 - mmdet - INFO - Epoch [12][1900/7330] lr: 1.000e-04, eta: 2 days, 3:39:08, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1705, s0.acc: 94.0420, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2327, s1.loss_cls: 0.0787, s1.acc: 94.3637, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1149, s2.loss_cls: 0.0381, s2.acc: 94.3625, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1374 +2025-06-25 20:00:18,257 - mmdet - INFO - Epoch [12][1950/7330] lr: 1.000e-04, eta: 2 days, 3:38:16, time: 1.024, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1678, s0.acc: 94.1973, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2362, s1.loss_cls: 0.0774, s1.acc: 94.4548, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1181, s2.loss_cls: 0.0376, s2.acc: 94.4518, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0555, loss: 1.1376 +2025-06-25 20:01:20,898 - mmdet - INFO - Epoch [12][2000/7330] lr: 1.000e-04, eta: 2 days, 3:37:50, time: 1.252, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1643, s0.acc: 94.3108, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2299, s1.loss_cls: 0.0758, s1.acc: 94.6243, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1149, s2.loss_cls: 0.0365, s2.acc: 94.7269, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0539, loss: 1.1040 +2025-06-25 20:02:12,179 - mmdet - INFO - Epoch [12][2050/7330] lr: 1.000e-04, eta: 2 days, 3:36:58, time: 1.026, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1690, s0.acc: 94.1570, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2355, s1.loss_cls: 0.0769, s1.acc: 94.4801, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1169, s2.loss_cls: 0.0375, s2.acc: 94.4271, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1409 +2025-06-25 20:03:04,124 - mmdet - INFO - Epoch [12][2100/7330] lr: 1.000e-04, eta: 2 days, 3:36:09, time: 1.039, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1710, s0.acc: 93.9277, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2368, s1.loss_cls: 0.0790, s1.acc: 94.2133, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1175, s2.loss_cls: 0.0381, s2.acc: 94.2529, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0553, loss: 1.1443 +2025-06-25 20:03:52,939 - mmdet - INFO - Epoch [12][2150/7330] lr: 1.000e-04, eta: 2 days, 3:35:12, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1619, s0.acc: 94.3660, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2298, s1.loss_cls: 0.0746, s1.acc: 94.7107, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.6096, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0538, loss: 1.1045 +2025-06-25 20:04:42,134 - mmdet - INFO - Epoch [12][2200/7330] lr: 1.000e-04, eta: 2 days, 3:34:16, time: 0.984, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1579, s0.acc: 94.4993, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2301, s1.loss_cls: 0.0723, s1.acc: 94.7981, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1147, s2.loss_cls: 0.0352, s2.acc: 94.7774, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1029 +2025-06-25 20:05:30,969 - mmdet - INFO - Epoch [12][2250/7330] lr: 1.000e-04, eta: 2 days, 3:33:20, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1682, s0.acc: 94.1558, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2367, s1.loss_cls: 0.0772, s1.acc: 94.4180, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1177, s2.loss_cls: 0.0373, s2.acc: 94.4830, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1373 +2025-06-25 20:06:19,689 - mmdet - INFO - Epoch [12][2300/7330] lr: 1.000e-04, eta: 2 days, 3:32:23, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1538, s0.acc: 94.6035, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2271, s1.loss_cls: 0.0708, s1.acc: 94.8392, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1136, s2.loss_cls: 0.0345, s2.acc: 94.8555, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0538, loss: 1.0718 +2025-06-25 20:07:07,841 - mmdet - INFO - Epoch [12][2350/7330] lr: 1.000e-04, eta: 2 days, 3:31:25, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1616, s0.acc: 94.3801, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2280, s1.loss_cls: 0.0740, s1.acc: 94.6456, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1135, s2.loss_cls: 0.0357, s2.acc: 94.7838, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.0964 +2025-06-25 20:08:11,558 - mmdet - INFO - Epoch [12][2400/7330] lr: 1.000e-04, eta: 2 days, 3:31:01, time: 1.274, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1613, s0.acc: 94.3699, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2310, s1.loss_cls: 0.0751, s1.acc: 94.6380, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1149, s2.loss_cls: 0.0359, s2.acc: 94.6862, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.0979 +2025-06-25 20:09:03,196 - mmdet - INFO - Epoch [12][2450/7330] lr: 1.000e-04, eta: 2 days, 3:30:10, time: 1.033, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1726, s0.acc: 93.8831, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2394, s1.loss_cls: 0.0804, s1.acc: 94.2013, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1177, s2.loss_cls: 0.0390, s2.acc: 94.1899, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0548, loss: 1.1683 +2025-06-25 20:09:54,293 - mmdet - INFO - Epoch [12][2500/7330] lr: 1.000e-04, eta: 2 days, 3:29:18, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1668, s0.acc: 94.0344, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2383, s1.loss_cls: 0.0782, s1.acc: 94.3038, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1169, s2.loss_cls: 0.0380, s2.acc: 94.3213, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1330 +2025-06-25 20:10:42,872 - mmdet - INFO - Epoch [12][2550/7330] lr: 1.000e-04, eta: 2 days, 3:28:21, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1734, s0.acc: 94.0144, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2361, s1.loss_cls: 0.0798, s1.acc: 94.3045, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1180, s2.loss_cls: 0.0389, s2.acc: 94.3225, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1442 +2025-06-25 20:11:31,180 - mmdet - INFO - Epoch [12][2600/7330] lr: 1.000e-04, eta: 2 days, 3:27:24, time: 0.966, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1615, s0.acc: 94.3416, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2319, s1.loss_cls: 0.0749, s1.acc: 94.6580, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1139, s2.loss_cls: 0.0363, s2.acc: 94.6933, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0537, loss: 1.1020 +2025-06-25 20:12:20,384 - mmdet - INFO - Epoch [12][2650/7330] lr: 1.000e-04, eta: 2 days, 3:26:28, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1706, s0.acc: 94.0017, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2364, s1.loss_cls: 0.0775, s1.acc: 94.3683, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1176, s2.loss_cls: 0.0380, s2.acc: 94.3660, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0556, loss: 1.1630 +2025-06-25 20:13:09,159 - mmdet - INFO - Epoch [12][2700/7330] lr: 1.000e-04, eta: 2 days, 3:25:31, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1696, s0.acc: 94.0659, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2307, s1.loss_cls: 0.0789, s1.acc: 94.3390, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1134, s2.loss_cls: 0.0383, s2.acc: 94.4473, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0530, loss: 1.1209 +2025-06-25 20:13:58,374 - mmdet - INFO - Epoch [12][2750/7330] lr: 1.000e-04, eta: 2 days, 3:24:35, time: 0.984, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1653, s0.acc: 94.2617, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2270, s1.loss_cls: 0.0764, s1.acc: 94.5405, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1137, s2.loss_cls: 0.0371, s2.acc: 94.4966, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1093 +2025-06-25 20:14:59,345 - mmdet - INFO - Epoch [12][2800/7330] lr: 1.000e-04, eta: 2 days, 3:24:05, time: 1.220, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1670, s0.acc: 94.2485, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2371, s1.loss_cls: 0.0769, s1.acc: 94.5383, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1177, s2.loss_cls: 0.0373, s2.acc: 94.5084, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0553, loss: 1.1291 +2025-06-25 20:15:54,092 - mmdet - INFO - Epoch [12][2850/7330] lr: 1.000e-04, eta: 2 days, 3:23:21, time: 1.095, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1699, s0.acc: 93.9487, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2371, s1.loss_cls: 0.0790, s1.acc: 94.2846, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1183, s2.loss_cls: 0.0386, s2.acc: 94.3030, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0558, loss: 1.1568 +2025-06-25 20:16:42,814 - mmdet - INFO - Epoch [12][2900/7330] lr: 1.000e-04, eta: 2 days, 3:22:25, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1693, s0.acc: 94.1567, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2357, s1.loss_cls: 0.0793, s1.acc: 94.3689, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1166, s2.loss_cls: 0.0386, s2.acc: 94.3831, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1431 +2025-06-25 20:17:34,012 - mmdet - INFO - Epoch [12][2950/7330] lr: 1.000e-04, eta: 2 days, 3:21:33, time: 1.023, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1679, s0.acc: 94.2825, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2381, s1.loss_cls: 0.0770, s1.acc: 94.5613, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1184, s2.loss_cls: 0.0372, s2.acc: 94.6392, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0559, loss: 1.1303 +2025-06-25 20:18:22,388 - mmdet - INFO - Epoch [12][3000/7330] lr: 1.000e-04, eta: 2 days, 3:20:36, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1562, s0.acc: 94.5261, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2281, s1.loss_cls: 0.0730, s1.acc: 94.7592, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1130, s2.loss_cls: 0.0356, s2.acc: 94.8212, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0536, loss: 1.0787 +2025-06-25 20:19:11,018 - mmdet - INFO - Epoch [12][3050/7330] lr: 1.000e-04, eta: 2 days, 3:19:39, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1778, s0.acc: 93.7932, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2434, s1.loss_cls: 0.0836, s1.acc: 94.0626, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1178, s2.loss_cls: 0.0413, s2.acc: 93.9349, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1808 +2025-06-25 20:19:59,906 - mmdet - INFO - Epoch [12][3100/7330] lr: 1.000e-04, eta: 2 days, 3:18:42, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1691, s0.acc: 94.0718, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2408, s1.loss_cls: 0.0782, s1.acc: 94.3226, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1192, s2.loss_cls: 0.0381, s2.acc: 94.3738, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0561, loss: 1.1539 +2025-06-25 20:20:49,422 - mmdet - INFO - Epoch [12][3150/7330] lr: 1.000e-04, eta: 2 days, 3:17:47, time: 0.991, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1810, s0.acc: 93.7932, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2368, s1.loss_cls: 0.0836, s1.acc: 94.1924, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1173, s2.loss_cls: 0.0409, s2.acc: 94.1031, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0553, loss: 1.1760 +2025-06-25 20:21:40,763 - mmdet - INFO - Epoch [12][3200/7330] lr: 1.000e-04, eta: 2 days, 3:16:56, time: 1.027, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1646, s0.acc: 94.2659, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2384, s1.loss_cls: 0.0762, s1.acc: 94.5541, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1175, s2.loss_cls: 0.0373, s2.acc: 94.5508, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1357 +2025-06-25 20:22:42,717 - mmdet - INFO - Epoch [12][3250/7330] lr: 1.000e-04, eta: 2 days, 3:16:28, time: 1.239, data_time: 0.038, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1714, s0.acc: 94.1567, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2342, s1.loss_cls: 0.0780, s1.acc: 94.5217, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1150, s2.loss_cls: 0.0384, s2.acc: 94.5158, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1375 +2025-06-25 20:23:34,473 - mmdet - INFO - Epoch [12][3300/7330] lr: 1.000e-04, eta: 2 days, 3:15:38, time: 1.035, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1722, s0.acc: 93.8052, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2419, s1.loss_cls: 0.0812, s1.acc: 94.0062, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1196, s2.loss_cls: 0.0390, s2.acc: 94.1830, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0560, loss: 1.1699 +2025-06-25 20:24:25,725 - mmdet - INFO - Epoch [12][3350/7330] lr: 1.000e-04, eta: 2 days, 3:14:46, time: 1.025, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1573, s0.acc: 94.4617, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2274, s1.loss_cls: 0.0723, s1.acc: 94.7938, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1137, s2.loss_cls: 0.0357, s2.acc: 94.7118, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.0881 +2025-06-25 20:25:14,998 - mmdet - INFO - Epoch [12][3400/7330] lr: 1.000e-04, eta: 2 days, 3:13:51, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1631, s0.acc: 94.1489, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2349, s1.loss_cls: 0.0752, s1.acc: 94.4437, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1168, s2.loss_cls: 0.0373, s2.acc: 94.4316, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0551, loss: 1.1333 +2025-06-25 20:26:03,712 - mmdet - INFO - Epoch [12][3450/7330] lr: 1.000e-04, eta: 2 days, 3:12:54, time: 0.974, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1652, s0.acc: 94.2915, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2308, s1.loss_cls: 0.0769, s1.acc: 94.5725, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1146, s2.loss_cls: 0.0384, s2.acc: 94.4860, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1153 +2025-06-25 20:26:52,061 - mmdet - INFO - Epoch [12][3500/7330] lr: 1.000e-04, eta: 2 days, 3:11:56, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1646, s0.acc: 94.2236, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2308, s1.loss_cls: 0.0757, s1.acc: 94.6320, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1143, s2.loss_cls: 0.0366, s2.acc: 94.6319, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1186 +2025-06-25 20:27:40,872 - mmdet - INFO - Epoch [12][3550/7330] lr: 1.000e-04, eta: 2 days, 3:11:00, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1655, s0.acc: 94.1204, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2329, s1.loss_cls: 0.0762, s1.acc: 94.5053, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1156, s2.loss_cls: 0.0370, s2.acc: 94.5692, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1281 +2025-06-25 20:28:29,471 - mmdet - INFO - Epoch [12][3600/7330] lr: 1.000e-04, eta: 2 days, 3:10:03, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1603, s0.acc: 94.4165, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2326, s1.loss_cls: 0.0741, s1.acc: 94.7115, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1161, s2.loss_cls: 0.0362, s2.acc: 94.6148, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1069 +2025-06-25 20:29:30,332 - mmdet - INFO - Epoch [12][3650/7330] lr: 1.000e-04, eta: 2 days, 3:09:32, time: 1.217, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1564, s0.acc: 94.5403, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2365, s1.loss_cls: 0.0719, s1.acc: 94.8407, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1173, s2.loss_cls: 0.0350, s2.acc: 94.8145, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0547, loss: 1.0907 +2025-06-25 20:30:22,028 - mmdet - INFO - Epoch [12][3700/7330] lr: 1.000e-04, eta: 2 days, 3:08:42, time: 1.034, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1691, s0.acc: 94.1199, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2366, s1.loss_cls: 0.0775, s1.acc: 94.4791, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1169, s2.loss_cls: 0.0382, s2.acc: 94.4020, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.1416 +2025-06-25 20:31:13,202 - mmdet - INFO - Epoch [12][3750/7330] lr: 1.000e-04, eta: 2 days, 3:07:50, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1635, s0.acc: 94.3071, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2299, s1.loss_cls: 0.0768, s1.acc: 94.4420, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1145, s2.loss_cls: 0.0372, s2.acc: 94.4880, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0539, loss: 1.0995 +2025-06-25 20:32:02,149 - mmdet - INFO - Epoch [12][3800/7330] lr: 1.000e-04, eta: 2 days, 3:06:54, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1668, s0.acc: 94.1526, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2343, s1.loss_cls: 0.0775, s1.acc: 94.3846, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1157, s2.loss_cls: 0.0382, s2.acc: 94.3122, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1253 +2025-06-25 20:32:51,387 - mmdet - INFO - Epoch [12][3850/7330] lr: 1.000e-04, eta: 2 days, 3:05:58, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1684, s0.acc: 94.2576, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2263, s1.loss_cls: 0.0775, s1.acc: 94.5096, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1126, s2.loss_cls: 0.0372, s2.acc: 94.5111, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1101 +2025-06-25 20:33:39,914 - mmdet - INFO - Epoch [12][3900/7330] lr: 1.000e-04, eta: 2 days, 3:05:01, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1708, s0.acc: 94.0896, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2373, s1.loss_cls: 0.0782, s1.acc: 94.4947, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1176, s2.loss_cls: 0.0380, s2.acc: 94.4363, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.1463 +2025-06-25 20:34:28,537 - mmdet - INFO - Epoch [12][3950/7330] lr: 1.000e-04, eta: 2 days, 3:04:04, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1539, s0.acc: 94.6514, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2239, s1.loss_cls: 0.0706, s1.acc: 94.9165, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1120, s2.loss_cls: 0.0345, s2.acc: 94.8973, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0681 +2025-06-25 20:35:17,376 - mmdet - INFO - Epoch [12][4000/7330] lr: 1.000e-04, eta: 2 days, 3:03:08, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1704, s0.acc: 94.0386, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2379, s1.loss_cls: 0.0797, s1.acc: 94.2881, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1183, s2.loss_cls: 0.0387, s2.acc: 94.3073, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1538 +2025-06-25 20:36:18,819 - mmdet - INFO - Epoch [12][4050/7330] lr: 1.000e-04, eta: 2 days, 3:02:38, time: 1.229, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1698, s0.acc: 94.1072, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2399, s1.loss_cls: 0.0782, s1.acc: 94.4078, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1190, s2.loss_cls: 0.0376, s2.acc: 94.3917, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1461 +2025-06-25 20:37:12,926 - mmdet - INFO - Epoch [12][4100/7330] lr: 1.000e-04, eta: 2 days, 3:01:53, time: 1.082, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1629, s0.acc: 94.3657, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2307, s1.loss_cls: 0.0754, s1.acc: 94.6035, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1135, s2.loss_cls: 0.0365, s2.acc: 94.5492, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.1118 +2025-06-25 20:38:01,761 - mmdet - INFO - Epoch [12][4150/7330] lr: 1.000e-04, eta: 2 days, 3:00:57, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1593, s0.acc: 94.5044, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2331, s1.loss_cls: 0.0728, s1.acc: 94.8295, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1155, s2.loss_cls: 0.0354, s2.acc: 94.8393, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1016 +2025-06-25 20:38:53,217 - mmdet - INFO - Epoch [12][4200/7330] lr: 1.000e-04, eta: 2 days, 3:00:06, time: 1.030, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1708, s0.acc: 94.1650, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2296, s1.loss_cls: 0.0793, s1.acc: 94.5046, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1147, s2.loss_cls: 0.0390, s2.acc: 94.4394, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1303 +2025-06-25 20:39:42,216 - mmdet - INFO - Epoch [12][4250/7330] lr: 1.000e-04, eta: 2 days, 2:59:10, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1726, s0.acc: 94.0247, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2323, s1.loss_cls: 0.0797, s1.acc: 94.3027, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1148, s2.loss_cls: 0.0386, s2.acc: 94.3643, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1406 +2025-06-25 20:40:30,982 - mmdet - INFO - Epoch [12][4300/7330] lr: 1.000e-04, eta: 2 days, 2:58:13, time: 0.976, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1695, s0.acc: 94.0454, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2346, s1.loss_cls: 0.0785, s1.acc: 94.3233, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1162, s2.loss_cls: 0.0379, s2.acc: 94.4227, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1390 +2025-06-25 20:41:19,932 - mmdet - INFO - Epoch [12][4350/7330] lr: 1.000e-04, eta: 2 days, 2:57:17, time: 0.979, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1671, s0.acc: 94.1750, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2316, s1.loss_cls: 0.0782, s1.acc: 94.4916, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1155, s2.loss_cls: 0.0377, s2.acc: 94.5384, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0543, loss: 1.1277 +2025-06-25 20:42:09,186 - mmdet - INFO - Epoch [12][4400/7330] lr: 1.000e-04, eta: 2 days, 2:56:21, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1686, s0.acc: 94.1143, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2339, s1.loss_cls: 0.0777, s1.acc: 94.3937, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1155, s2.loss_cls: 0.0374, s2.acc: 94.5107, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1265 +2025-06-25 20:43:00,616 - mmdet - INFO - Epoch [12][4450/7330] lr: 1.000e-04, eta: 2 days, 2:55:31, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1731, s0.acc: 94.0220, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2319, s1.loss_cls: 0.0788, s1.acc: 94.4064, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1148, s2.loss_cls: 0.0377, s2.acc: 94.5087, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1448 +2025-06-25 20:44:01,806 - mmdet - INFO - Epoch [12][4500/7330] lr: 1.000e-04, eta: 2 days, 2:55:00, time: 1.224, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1731, s0.acc: 93.9619, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2348, s1.loss_cls: 0.0808, s1.acc: 94.1940, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1162, s2.loss_cls: 0.0394, s2.acc: 94.0956, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0549, loss: 1.1565 +2025-06-25 20:44:52,704 - mmdet - INFO - Epoch [12][4550/7330] lr: 1.000e-04, eta: 2 days, 2:54:08, time: 1.018, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1645, s0.acc: 94.2803, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2337, s1.loss_cls: 0.0754, s1.acc: 94.6265, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1162, s2.loss_cls: 0.0370, s2.acc: 94.6702, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1148 +2025-06-25 20:45:44,238 - mmdet - INFO - Epoch [12][4600/7330] lr: 1.000e-04, eta: 2 days, 2:53:17, time: 1.031, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1694, s0.acc: 93.9978, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2304, s1.loss_cls: 0.0796, s1.acc: 94.1976, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1142, s2.loss_cls: 0.0394, s2.acc: 94.0573, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1318 +2025-06-25 20:46:32,773 - mmdet - INFO - Epoch [12][4650/7330] lr: 1.000e-04, eta: 2 days, 2:52:20, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1557, s0.acc: 94.5764, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2256, s1.loss_cls: 0.0724, s1.acc: 94.8209, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1119, s2.loss_cls: 0.0356, s2.acc: 94.7660, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0773 +2025-06-25 20:47:21,164 - mmdet - INFO - Epoch [12][4700/7330] lr: 1.000e-04, eta: 2 days, 2:51:23, time: 0.968, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1661, s0.acc: 94.1682, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2306, s1.loss_cls: 0.0778, s1.acc: 94.3833, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1138, s2.loss_cls: 0.0381, s2.acc: 94.3659, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.1167 +2025-06-25 20:48:09,685 - mmdet - INFO - Epoch [12][4750/7330] lr: 1.000e-04, eta: 2 days, 2:50:26, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1627, s0.acc: 94.3489, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2308, s1.loss_cls: 0.0765, s1.acc: 94.5711, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1143, s2.loss_cls: 0.0367, s2.acc: 94.4844, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.1090 +2025-06-25 20:48:58,212 - mmdet - INFO - Epoch [12][4800/7330] lr: 1.000e-04, eta: 2 days, 2:49:29, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1699, s0.acc: 94.1223, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2317, s1.loss_cls: 0.0778, s1.acc: 94.4785, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1148, s2.loss_cls: 0.0370, s2.acc: 94.6113, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1270 +2025-06-25 20:49:47,502 - mmdet - INFO - Epoch [12][4850/7330] lr: 1.000e-04, eta: 2 days, 2:48:34, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1706, s0.acc: 94.0479, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2334, s1.loss_cls: 0.0792, s1.acc: 94.4009, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1152, s2.loss_cls: 0.0384, s2.acc: 94.4156, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1417 +2025-06-25 20:50:50,613 - mmdet - INFO - Epoch [12][4900/7330] lr: 1.000e-04, eta: 2 days, 2:48:07, time: 1.262, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1663, s0.acc: 94.2683, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2328, s1.loss_cls: 0.0772, s1.acc: 94.5774, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1168, s2.loss_cls: 0.0374, s2.acc: 94.5537, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1308 +2025-06-25 20:51:41,443 - mmdet - INFO - Epoch [12][4950/7330] lr: 1.000e-04, eta: 2 days, 2:47:15, time: 1.017, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1668, s0.acc: 94.1960, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2385, s1.loss_cls: 0.0762, s1.acc: 94.5660, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1175, s2.loss_cls: 0.0369, s2.acc: 94.5652, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0549, loss: 1.1340 +2025-06-25 20:52:33,205 - mmdet - INFO - Epoch [12][5000/7330] lr: 1.000e-04, eta: 2 days, 2:46:25, time: 1.035, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1659, s0.acc: 94.1646, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2324, s1.loss_cls: 0.0762, s1.acc: 94.5263, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1156, s2.loss_cls: 0.0367, s2.acc: 94.6620, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1305 +2025-06-25 20:53:22,765 - mmdet - INFO - Epoch [12][5050/7330] lr: 1.000e-04, eta: 2 days, 2:45:30, time: 0.991, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1753, s0.acc: 93.9541, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2380, s1.loss_cls: 0.0801, s1.acc: 94.2849, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1179, s2.loss_cls: 0.0393, s2.acc: 94.2481, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0556, loss: 1.1677 +2025-06-25 20:54:11,118 - mmdet - INFO - Epoch [12][5100/7330] lr: 1.000e-04, eta: 2 days, 2:44:32, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1670, s0.acc: 94.3354, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2246, s1.loss_cls: 0.0767, s1.acc: 94.6583, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1119, s2.loss_cls: 0.0373, s2.acc: 94.5896, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.1069 +2025-06-25 20:54:59,638 - mmdet - INFO - Epoch [12][5150/7330] lr: 1.000e-04, eta: 2 days, 2:43:35, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1662, s0.acc: 94.2437, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2318, s1.loss_cls: 0.0775, s1.acc: 94.4642, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1153, s2.loss_cls: 0.0381, s2.acc: 94.4227, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1243 +2025-06-25 20:55:48,603 - mmdet - INFO - Epoch [12][5200/7330] lr: 1.000e-04, eta: 2 days, 2:42:39, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1656, s0.acc: 94.1304, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2310, s1.loss_cls: 0.0777, s1.acc: 94.4071, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1153, s2.loss_cls: 0.0382, s2.acc: 94.3359, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1270 +2025-06-25 20:56:38,143 - mmdet - INFO - Epoch [12][5250/7330] lr: 1.000e-04, eta: 2 days, 2:41:45, time: 0.991, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1772, s0.acc: 93.7424, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2303, s1.loss_cls: 0.0831, s1.acc: 93.9655, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1151, s2.loss_cls: 0.0409, s2.acc: 93.9073, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0544, loss: 1.1658 +2025-06-25 20:57:39,834 - mmdet - INFO - Epoch [12][5300/7330] lr: 1.000e-04, eta: 2 days, 2:41:15, time: 1.234, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1706, s0.acc: 94.1250, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2323, s1.loss_cls: 0.0796, s1.acc: 94.3924, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1153, s2.loss_cls: 0.0384, s2.acc: 94.4439, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0540, loss: 1.1438 +2025-06-25 20:58:34,388 - mmdet - INFO - Epoch [12][5350/7330] lr: 1.000e-04, eta: 2 days, 2:40:30, time: 1.090, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1731, s0.acc: 94.0664, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2362, s1.loss_cls: 0.0815, s1.acc: 94.2872, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1169, s2.loss_cls: 0.0392, s2.acc: 94.2745, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1567 +2025-06-25 20:59:23,360 - mmdet - INFO - Epoch [12][5400/7330] lr: 1.000e-04, eta: 2 days, 2:39:34, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1718, s0.acc: 93.9487, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2354, s1.loss_cls: 0.0810, s1.acc: 94.1562, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1158, s2.loss_cls: 0.0390, s2.acc: 94.1871, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1620 +2025-06-25 21:00:14,826 - mmdet - INFO - Epoch [12][5450/7330] lr: 1.000e-04, eta: 2 days, 2:38:43, time: 1.029, data_time: 0.022, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1622, s0.acc: 94.2351, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2317, s1.loss_cls: 0.0748, s1.acc: 94.5525, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1156, s2.loss_cls: 0.0368, s2.acc: 94.5210, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0545, loss: 1.1192 +2025-06-25 21:01:03,392 - mmdet - INFO - Epoch [12][5500/7330] lr: 1.000e-04, eta: 2 days, 2:37:47, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1684, s0.acc: 94.1082, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2340, s1.loss_cls: 0.0787, s1.acc: 94.3672, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1150, s2.loss_cls: 0.0383, s2.acc: 94.4137, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1294 +2025-06-25 21:01:51,698 - mmdet - INFO - Epoch [12][5550/7330] lr: 1.000e-04, eta: 2 days, 2:36:49, time: 0.966, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1748, s0.acc: 93.9846, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2362, s1.loss_cls: 0.0818, s1.acc: 94.2153, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1167, s2.loss_cls: 0.0394, s2.acc: 94.2620, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1557 +2025-06-25 21:02:40,477 - mmdet - INFO - Epoch [12][5600/7330] lr: 1.000e-04, eta: 2 days, 2:35:53, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1622, s0.acc: 94.3071, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2279, s1.loss_cls: 0.0749, s1.acc: 94.4805, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1141, s2.loss_cls: 0.0371, s2.acc: 94.5157, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1081 +2025-06-25 21:03:29,553 - mmdet - INFO - Epoch [12][5650/7330] lr: 1.000e-04, eta: 2 days, 2:34:57, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1689, s0.acc: 94.1694, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2296, s1.loss_cls: 0.0779, s1.acc: 94.5225, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.4569, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1222 +2025-06-25 21:04:22,754 - mmdet - INFO - Epoch [12][5700/7330] lr: 1.000e-04, eta: 2 days, 2:34:10, time: 1.064, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1649, s0.acc: 94.2141, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2312, s1.loss_cls: 0.0771, s1.acc: 94.5298, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1159, s2.loss_cls: 0.0376, s2.acc: 94.5052, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1165 +2025-06-25 21:05:18,842 - mmdet - INFO - Epoch [12][5750/7330] lr: 1.000e-04, eta: 2 days, 2:33:28, time: 1.122, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1670, s0.acc: 94.1775, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2362, s1.loss_cls: 0.0778, s1.acc: 94.4057, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1159, s2.loss_cls: 0.0376, s2.acc: 94.3890, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1227 +2025-06-25 21:06:10,458 - mmdet - INFO - Epoch [12][5800/7330] lr: 1.000e-04, eta: 2 days, 2:32:38, time: 1.032, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1709, s0.acc: 94.0950, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2330, s1.loss_cls: 0.0797, s1.acc: 94.2822, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.4023, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1423 +2025-06-25 21:07:01,418 - mmdet - INFO - Epoch [12][5850/7330] lr: 1.000e-04, eta: 2 days, 2:31:46, time: 1.019, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1706, s0.acc: 94.1514, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2318, s1.loss_cls: 0.0782, s1.acc: 94.4517, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1146, s2.loss_cls: 0.0377, s2.acc: 94.4779, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1276 +2025-06-25 21:07:50,596 - mmdet - INFO - Epoch [12][5900/7330] lr: 1.000e-04, eta: 2 days, 2:30:50, time: 0.984, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1629, s0.acc: 94.3655, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2298, s1.loss_cls: 0.0763, s1.acc: 94.5799, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.5846, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.1073 +2025-06-25 21:08:38,771 - mmdet - INFO - Epoch [12][5950/7330] lr: 1.000e-04, eta: 2 days, 2:29:53, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1636, s0.acc: 94.3171, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2309, s1.loss_cls: 0.0763, s1.acc: 94.5830, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1149, s2.loss_cls: 0.0368, s2.acc: 94.5421, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1092 +2025-06-25 21:09:27,062 - mmdet - INFO - Epoch [12][6000/7330] lr: 1.000e-04, eta: 2 days, 2:28:55, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1617, s0.acc: 94.3899, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2302, s1.loss_cls: 0.0739, s1.acc: 94.7478, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1141, s2.loss_cls: 0.0358, s2.acc: 94.8175, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0535, loss: 1.0883 +2025-06-25 21:10:15,806 - mmdet - INFO - Epoch [12][6050/7330] lr: 1.000e-04, eta: 2 days, 2:27:59, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1693, s0.acc: 94.1433, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2366, s1.loss_cls: 0.0785, s1.acc: 94.4941, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1161, s2.loss_cls: 0.0377, s2.acc: 94.5231, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0548, loss: 1.1256 +2025-06-25 21:11:04,875 - mmdet - INFO - Epoch [12][6100/7330] lr: 1.000e-04, eta: 2 days, 2:27:03, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1709, s0.acc: 93.9761, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2342, s1.loss_cls: 0.0796, s1.acc: 94.2133, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1165, s2.loss_cls: 0.0388, s2.acc: 94.2140, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1518 +2025-06-25 21:12:08,239 - mmdet - INFO - Epoch [12][6150/7330] lr: 1.000e-04, eta: 2 days, 2:26:37, time: 1.268, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1587, s0.acc: 94.3926, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2298, s1.loss_cls: 0.0736, s1.acc: 94.7056, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1138, s2.loss_cls: 0.0357, s2.acc: 94.7465, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0537, loss: 1.0933 +2025-06-25 21:12:59,084 - mmdet - INFO - Epoch [12][6200/7330] lr: 1.000e-04, eta: 2 days, 2:25:45, time: 1.017, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1659, s0.acc: 94.3364, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2277, s1.loss_cls: 0.0753, s1.acc: 94.6575, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1130, s2.loss_cls: 0.0370, s2.acc: 94.5232, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.1073 +2025-06-25 21:13:50,488 - mmdet - INFO - Epoch [12][6250/7330] lr: 1.000e-04, eta: 2 days, 2:24:53, time: 1.027, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1657, s0.acc: 94.2500, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2342, s1.loss_cls: 0.0763, s1.acc: 94.5636, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1161, s2.loss_cls: 0.0373, s2.acc: 94.4692, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1287 +2025-06-25 21:14:39,526 - mmdet - INFO - Epoch [12][6300/7330] lr: 1.000e-04, eta: 2 days, 2:23:58, time: 0.981, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1752, s0.acc: 93.8784, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2348, s1.loss_cls: 0.0815, s1.acc: 94.1236, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1174, s2.loss_cls: 0.0395, s2.acc: 94.1563, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0555, loss: 1.1549 +2025-06-25 21:15:28,144 - mmdet - INFO - Epoch [12][6350/7330] lr: 1.000e-04, eta: 2 days, 2:23:01, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1686, s0.acc: 94.1760, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2288, s1.loss_cls: 0.0783, s1.acc: 94.4118, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.3387, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1205 +2025-06-25 21:16:17,038 - mmdet - INFO - Epoch [12][6400/7330] lr: 1.000e-04, eta: 2 days, 2:22:05, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1749, s0.acc: 93.9941, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2305, s1.loss_cls: 0.0806, s1.acc: 94.2888, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1150, s2.loss_cls: 0.0392, s2.acc: 94.3339, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1446 +2025-06-25 21:17:06,153 - mmdet - INFO - Epoch [12][6450/7330] lr: 1.000e-04, eta: 2 days, 2:21:09, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1664, s0.acc: 94.1738, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2360, s1.loss_cls: 0.0770, s1.acc: 94.4524, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1164, s2.loss_cls: 0.0372, s2.acc: 94.4905, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0548, loss: 1.1369 +2025-06-25 21:17:54,712 - mmdet - INFO - Epoch [12][6500/7330] lr: 1.000e-04, eta: 2 days, 2:20:13, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1710, s0.acc: 94.0127, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2325, s1.loss_cls: 0.0800, s1.acc: 94.1721, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1165, s2.loss_cls: 0.0388, s2.acc: 94.1890, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1336 +2025-06-25 21:18:55,709 - mmdet - INFO - Epoch [12][6550/7330] lr: 1.000e-04, eta: 2 days, 2:19:41, time: 1.219, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1715, s0.acc: 94.1775, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2292, s1.loss_cls: 0.0798, s1.acc: 94.4358, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1139, s2.loss_cls: 0.0386, s2.acc: 94.4792, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1205 +2025-06-25 21:19:49,962 - mmdet - INFO - Epoch [12][6600/7330] lr: 1.000e-04, eta: 2 days, 2:18:56, time: 1.086, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1697, s0.acc: 94.1221, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2356, s1.loss_cls: 0.0784, s1.acc: 94.3602, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1165, s2.loss_cls: 0.0381, s2.acc: 94.4644, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1395 +2025-06-25 21:20:38,517 - mmdet - INFO - Epoch [12][6650/7330] lr: 1.000e-04, eta: 2 days, 2:17:59, time: 0.971, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1711, s0.acc: 94.0957, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2364, s1.loss_cls: 0.0800, s1.acc: 94.3439, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1188, s2.loss_cls: 0.0384, s2.acc: 94.4373, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0555, loss: 1.1478 +2025-06-25 21:21:29,736 - mmdet - INFO - Epoch [12][6700/7330] lr: 1.000e-04, eta: 2 days, 2:17:08, time: 1.024, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1767, s0.acc: 93.9792, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2356, s1.loss_cls: 0.0811, s1.acc: 94.3872, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1179, s2.loss_cls: 0.0389, s2.acc: 94.4293, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0552, loss: 1.1503 +2025-06-25 21:22:18,290 - mmdet - INFO - Epoch [12][6750/7330] lr: 1.000e-04, eta: 2 days, 2:16:11, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1655, s0.acc: 94.3064, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2387, s1.loss_cls: 0.0776, s1.acc: 94.4967, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1188, s2.loss_cls: 0.0368, s2.acc: 94.5967, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0555, loss: 1.1166 +2025-06-25 21:23:06,844 - mmdet - INFO - Epoch [12][6800/7330] lr: 1.000e-04, eta: 2 days, 2:15:14, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1618, s0.acc: 94.3059, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2326, s1.loss_cls: 0.0746, s1.acc: 94.6794, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1152, s2.loss_cls: 0.0362, s2.acc: 94.6644, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.1073 +2025-06-25 21:23:55,575 - mmdet - INFO - Epoch [12][6850/7330] lr: 1.000e-04, eta: 2 days, 2:14:18, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1654, s0.acc: 94.2739, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2322, s1.loss_cls: 0.0768, s1.acc: 94.6025, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1157, s2.loss_cls: 0.0369, s2.acc: 94.5967, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.1157 +2025-06-25 21:24:44,598 - mmdet - INFO - Epoch [12][6900/7330] lr: 1.000e-04, eta: 2 days, 2:13:22, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1741, s0.acc: 94.0122, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2325, s1.loss_cls: 0.0813, s1.acc: 94.2139, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1154, s2.loss_cls: 0.0392, s2.acc: 94.1887, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1406 +2025-06-25 21:25:38,148 - mmdet - INFO - Epoch [12][6950/7330] lr: 1.000e-04, eta: 2 days, 2:12:35, time: 1.071, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1682, s0.acc: 94.1431, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2307, s1.loss_cls: 0.0779, s1.acc: 94.3365, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1155, s2.loss_cls: 0.0380, s2.acc: 94.3334, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1375 +2025-06-25 21:26:34,681 - mmdet - INFO - Epoch [12][7000/7330] lr: 1.000e-04, eta: 2 days, 2:11:55, time: 1.131, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1641, s0.acc: 94.2954, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2371, s1.loss_cls: 0.0756, s1.acc: 94.5643, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1172, s2.loss_cls: 0.0369, s2.acc: 94.6183, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.1263 +2025-06-25 21:27:25,267 - mmdet - INFO - Epoch [12][7050/7330] lr: 1.000e-04, eta: 2 days, 2:11:02, time: 1.012, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1663, s0.acc: 94.3086, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2269, s1.loss_cls: 0.0767, s1.acc: 94.5339, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1127, s2.loss_cls: 0.0370, s2.acc: 94.5630, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0974 +2025-06-25 21:28:18,000 - mmdet - INFO - Epoch [12][7100/7330] lr: 1.000e-04, eta: 2 days, 2:10:14, time: 1.055, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1739, s0.acc: 94.0012, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2351, s1.loss_cls: 0.0816, s1.acc: 94.2657, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1163, s2.loss_cls: 0.0395, s2.acc: 94.2009, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1416 +2025-06-25 21:29:06,809 - mmdet - INFO - Epoch [12][7150/7330] lr: 1.000e-04, eta: 2 days, 2:09:18, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1725, s0.acc: 94.1147, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2359, s1.loss_cls: 0.0800, s1.acc: 94.2922, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1173, s2.loss_cls: 0.0389, s2.acc: 94.2569, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1456 +2025-06-25 21:29:54,986 - mmdet - INFO - Epoch [12][7200/7330] lr: 1.000e-04, eta: 2 days, 2:08:20, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1622, s0.acc: 94.4817, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2230, s1.loss_cls: 0.0744, s1.acc: 94.7962, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1109, s2.loss_cls: 0.0366, s2.acc: 94.6766, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0871 +2025-06-25 21:30:44,152 - mmdet - INFO - Epoch [12][7250/7330] lr: 1.000e-04, eta: 2 days, 2:07:25, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1736, s0.acc: 94.0544, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2397, s1.loss_cls: 0.0807, s1.acc: 94.3496, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1189, s2.loss_cls: 0.0393, s2.acc: 94.2713, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0559, loss: 1.1666 +2025-06-25 21:31:32,886 - mmdet - INFO - Epoch [12][7300/7330] lr: 1.000e-04, eta: 2 days, 2:06:28, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1800, s0.acc: 93.8557, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2387, s1.loss_cls: 0.0844, s1.acc: 93.9918, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1183, s2.loss_cls: 0.0405, s2.acc: 94.0575, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1725 +2025-06-25 21:32:12,746 - mmdet - INFO - Saving checkpoint at 12 epochs +2025-06-25 21:35:26,736 - mmdet - INFO - Evaluating bbox... +2025-06-25 21:36:00,912 - mmdet - INFO - Evaluating segm... +2025-06-25 21:36:38,783 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 21:36:38,784 - mmdet - INFO - Epoch(val) [12][7330] bbox_mAP: 0.4640, bbox_mAP_50: 0.6520, bbox_mAP_75: 0.5040, bbox_mAP_s: 0.2950, bbox_mAP_m: 0.4980, bbox_mAP_l: 0.6070, bbox_mAP_copypaste: 0.464 0.652 0.504 0.295 0.498 0.607, segm_mAP: 0.4000, segm_mAP_50: 0.6220, segm_mAP_75: 0.4310, segm_mAP_s: 0.2320, segm_mAP_m: 0.4360, segm_mAP_l: 0.5470, segm_mAP_copypaste: 0.400 0.622 0.431 0.232 0.436 0.547 +2025-06-25 21:38:47,183 - mmdet - INFO - Epoch [13][50/7330] lr: 1.000e-04, eta: 2 days, 2:06:39, time: 2.568, data_time: 1.490, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1627, s0.acc: 94.3501, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2336, s1.loss_cls: 0.0758, s1.acc: 94.5982, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1154, s2.loss_cls: 0.0367, s2.acc: 94.6037, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1162 +2025-06-25 21:39:39,548 - mmdet - INFO - Epoch [13][100/7330] lr: 1.000e-04, eta: 2 days, 2:05:50, time: 1.047, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1626, s0.acc: 94.3191, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2364, s1.loss_cls: 0.0745, s1.acc: 94.6158, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1181, s2.loss_cls: 0.0363, s2.acc: 94.5951, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0557, loss: 1.1358 +2025-06-25 21:40:32,884 - mmdet - INFO - Epoch [13][150/7330] lr: 1.000e-04, eta: 2 days, 2:05:03, time: 1.066, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1690, s0.acc: 94.1458, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2310, s1.loss_cls: 0.0784, s1.acc: 94.3911, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.3916, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1320 +2025-06-25 21:41:24,832 - mmdet - INFO - Epoch [13][200/7330] lr: 1.000e-04, eta: 2 days, 2:04:13, time: 1.039, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1561, s0.acc: 94.6167, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2322, s1.loss_cls: 0.0713, s1.acc: 95.0006, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1156, s2.loss_cls: 0.0346, s2.acc: 94.9377, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.0913 +2025-06-25 21:42:17,000 - mmdet - INFO - Epoch [13][250/7330] lr: 1.000e-04, eta: 2 days, 2:03:23, time: 1.044, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1667, s0.acc: 94.1562, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2372, s1.loss_cls: 0.0761, s1.acc: 94.5496, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1168, s2.loss_cls: 0.0366, s2.acc: 94.5962, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0545, loss: 1.1376 +2025-06-25 21:43:09,345 - mmdet - INFO - Epoch [13][300/7330] lr: 1.000e-04, eta: 2 days, 2:02:34, time: 1.047, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1636, s0.acc: 94.3745, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2329, s1.loss_cls: 0.0743, s1.acc: 94.7377, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1165, s2.loss_cls: 0.0360, s2.acc: 94.8138, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0550, loss: 1.1270 +2025-06-25 21:44:01,406 - mmdet - INFO - Epoch [13][350/7330] lr: 1.000e-04, eta: 2 days, 2:01:44, time: 1.041, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1633, s0.acc: 94.2673, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2322, s1.loss_cls: 0.0735, s1.acc: 94.6574, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1163, s2.loss_cls: 0.0360, s2.acc: 94.5786, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1196 +2025-06-25 21:45:08,268 - mmdet - INFO - Epoch [13][400/7330] lr: 1.000e-04, eta: 2 days, 2:01:24, time: 1.337, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1629, s0.acc: 94.3979, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2297, s1.loss_cls: 0.0755, s1.acc: 94.6562, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1151, s2.loss_cls: 0.0374, s2.acc: 94.5833, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0537, loss: 1.1022 +2025-06-25 21:46:02,072 - mmdet - INFO - Epoch [13][450/7330] lr: 1.000e-04, eta: 2 days, 2:00:37, time: 1.076, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1617, s0.acc: 94.3301, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2245, s1.loss_cls: 0.0740, s1.acc: 94.6524, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1111, s2.loss_cls: 0.0361, s2.acc: 94.7133, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0522, loss: 1.0981 +2025-06-25 21:46:52,843 - mmdet - INFO - Epoch [13][500/7330] lr: 1.000e-04, eta: 2 days, 1:59:45, time: 1.015, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1691, s0.acc: 94.0078, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2301, s1.loss_cls: 0.0778, s1.acc: 94.3946, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1151, s2.loss_cls: 0.0380, s2.acc: 94.3779, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1379 +2025-06-25 21:47:42,664 - mmdet - INFO - Epoch [13][550/7330] lr: 1.000e-04, eta: 2 days, 1:58:51, time: 0.997, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1617, s0.acc: 94.3921, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2338, s1.loss_cls: 0.0749, s1.acc: 94.7071, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1172, s2.loss_cls: 0.0360, s2.acc: 94.7412, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0553, loss: 1.1054 +2025-06-25 21:48:33,024 - mmdet - INFO - Epoch [13][600/7330] lr: 1.000e-04, eta: 2 days, 1:57:58, time: 1.006, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1618, s0.acc: 94.3721, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2301, s1.loss_cls: 0.0746, s1.acc: 94.6321, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1147, s2.loss_cls: 0.0362, s2.acc: 94.6762, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0538, loss: 1.0962 +2025-06-25 21:49:22,891 - mmdet - INFO - Epoch [13][650/7330] lr: 1.000e-04, eta: 2 days, 1:57:04, time: 0.998, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1689, s0.acc: 94.1484, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2383, s1.loss_cls: 0.0785, s1.acc: 94.3860, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1169, s2.loss_cls: 0.0381, s2.acc: 94.4062, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.1444 +2025-06-25 21:50:15,342 - mmdet - INFO - Epoch [13][700/7330] lr: 1.000e-04, eta: 2 days, 1:56:15, time: 1.049, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1646, s0.acc: 94.3259, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2316, s1.loss_cls: 0.0757, s1.acc: 94.6971, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1146, s2.loss_cls: 0.0368, s2.acc: 94.7429, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.1051 +2025-06-25 21:51:05,808 - mmdet - INFO - Epoch [13][750/7330] lr: 1.000e-04, eta: 2 days, 1:55:22, time: 1.009, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1709, s0.acc: 93.9585, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2340, s1.loss_cls: 0.0791, s1.acc: 94.3136, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1161, s2.loss_cls: 0.0379, s2.acc: 94.3465, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1467 +2025-06-25 21:52:00,600 - mmdet - INFO - Epoch [13][800/7330] lr: 1.000e-04, eta: 2 days, 1:54:37, time: 1.096, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1700, s0.acc: 94.0723, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2356, s1.loss_cls: 0.0784, s1.acc: 94.3832, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1172, s2.loss_cls: 0.0386, s2.acc: 94.2977, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0548, loss: 1.1441 +2025-06-25 21:53:00,979 - mmdet - INFO - Epoch [13][850/7330] lr: 1.000e-04, eta: 2 days, 1:54:04, time: 1.208, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1581, s0.acc: 94.4712, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2293, s1.loss_cls: 0.0739, s1.acc: 94.7328, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1139, s2.loss_cls: 0.0358, s2.acc: 94.6857, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0533, loss: 1.1017 +2025-06-25 21:53:50,068 - mmdet - INFO - Epoch [13][900/7330] lr: 1.000e-04, eta: 2 days, 1:53:08, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1669, s0.acc: 94.3179, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2331, s1.loss_cls: 0.0766, s1.acc: 94.6747, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1158, s2.loss_cls: 0.0374, s2.acc: 94.5582, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1222 +2025-06-25 21:54:39,333 - mmdet - INFO - Epoch [13][950/7330] lr: 1.000e-04, eta: 2 days, 1:52:13, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1670, s0.acc: 94.1973, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2297, s1.loss_cls: 0.0781, s1.acc: 94.4050, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1138, s2.loss_cls: 0.0381, s2.acc: 94.4093, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.1124 +2025-06-25 21:55:28,744 - mmdet - INFO - Epoch [13][1000/7330] lr: 1.000e-04, eta: 2 days, 1:51:18, time: 0.988, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.2463, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2372, s1.loss_cls: 0.0763, s1.acc: 94.5219, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1171, s2.loss_cls: 0.0371, s2.acc: 94.4566, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0545, loss: 1.1207 +2025-06-25 21:56:18,093 - mmdet - INFO - Epoch [13][1050/7330] lr: 1.000e-04, eta: 2 days, 1:50:23, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1578, s0.acc: 94.5332, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2272, s1.loss_cls: 0.0727, s1.acc: 94.8530, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1133, s2.loss_cls: 0.0352, s2.acc: 94.9408, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.0820 +2025-06-25 21:57:10,140 - mmdet - INFO - Epoch [13][1100/7330] lr: 1.000e-04, eta: 2 days, 1:49:33, time: 1.041, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1652, s0.acc: 94.1685, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2336, s1.loss_cls: 0.0771, s1.acc: 94.3963, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1166, s2.loss_cls: 0.0376, s2.acc: 94.3617, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1334 +2025-06-25 21:57:59,680 - mmdet - INFO - Epoch [13][1150/7330] lr: 1.000e-04, eta: 2 days, 1:48:38, time: 0.991, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1647, s0.acc: 94.3811, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2289, s1.loss_cls: 0.0762, s1.acc: 94.6813, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1144, s2.loss_cls: 0.0371, s2.acc: 94.6611, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1029 +2025-06-25 21:58:51,409 - mmdet - INFO - Epoch [13][1200/7330] lr: 1.000e-04, eta: 2 days, 1:47:48, time: 1.035, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1706, s0.acc: 94.0542, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2339, s1.loss_cls: 0.0785, s1.acc: 94.4465, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1156, s2.loss_cls: 0.0379, s2.acc: 94.3809, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1445 +2025-06-25 21:59:52,726 - mmdet - INFO - Epoch [13][1250/7330] lr: 1.000e-04, eta: 2 days, 1:47:16, time: 1.226, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1608, s0.acc: 94.4136, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2258, s1.loss_cls: 0.0741, s1.acc: 94.7652, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1128, s2.loss_cls: 0.0365, s2.acc: 94.6775, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0909 +2025-06-25 22:00:44,868 - mmdet - INFO - Epoch [13][1300/7330] lr: 1.000e-04, eta: 2 days, 1:46:26, time: 1.043, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1579, s0.acc: 94.4250, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2314, s1.loss_cls: 0.0728, s1.acc: 94.6546, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1164, s2.loss_cls: 0.0362, s2.acc: 94.6012, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0548, loss: 1.1075 +2025-06-25 22:01:33,955 - mmdet - INFO - Epoch [13][1350/7330] lr: 1.000e-04, eta: 2 days, 1:45:30, time: 0.982, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1707, s0.acc: 93.9966, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2344, s1.loss_cls: 0.0789, s1.acc: 94.3646, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1169, s2.loss_cls: 0.0387, s2.acc: 94.3652, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0549, loss: 1.1596 +2025-06-25 22:02:22,461 - mmdet - INFO - Epoch [13][1400/7330] lr: 1.000e-04, eta: 2 days, 1:44:34, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1652, s0.acc: 94.3623, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2286, s1.loss_cls: 0.0762, s1.acc: 94.6411, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1141, s2.loss_cls: 0.0370, s2.acc: 94.7044, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.1016 +2025-06-25 22:03:11,724 - mmdet - INFO - Epoch [13][1450/7330] lr: 1.000e-04, eta: 2 days, 1:43:38, time: 0.985, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1749, s0.acc: 93.9031, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2311, s1.loss_cls: 0.0797, s1.acc: 94.2783, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1138, s2.loss_cls: 0.0389, s2.acc: 94.2207, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1374 +2025-06-25 22:04:00,267 - mmdet - INFO - Epoch [13][1500/7330] lr: 1.000e-04, eta: 2 days, 1:42:42, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1544, s0.acc: 94.6667, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2269, s1.loss_cls: 0.0711, s1.acc: 94.9524, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1131, s2.loss_cls: 0.0346, s2.acc: 94.9186, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0752 +2025-06-25 22:04:51,586 - mmdet - INFO - Epoch [13][1550/7330] lr: 1.000e-04, eta: 2 days, 1:41:50, time: 1.026, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1713, s0.acc: 94.0217, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2374, s1.loss_cls: 0.0795, s1.acc: 94.2460, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1169, s2.loss_cls: 0.0388, s2.acc: 94.3211, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1524 +2025-06-25 22:05:40,098 - mmdet - INFO - Epoch [13][1600/7330] lr: 1.000e-04, eta: 2 days, 1:40:54, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1628, s0.acc: 94.2461, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2248, s1.loss_cls: 0.0749, s1.acc: 94.5772, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1121, s2.loss_cls: 0.0364, s2.acc: 94.6122, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0527, loss: 1.0942 +2025-06-25 22:06:43,405 - mmdet - INFO - Epoch [13][1650/7330] lr: 1.000e-04, eta: 2 days, 1:40:26, time: 1.266, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1622, s0.acc: 94.3960, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2281, s1.loss_cls: 0.0739, s1.acc: 94.8040, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1131, s2.loss_cls: 0.0359, s2.acc: 94.7813, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0529, loss: 1.0999 +2025-06-25 22:07:35,347 - mmdet - INFO - Epoch [13][1700/7330] lr: 1.000e-04, eta: 2 days, 1:39:36, time: 1.039, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1679, s0.acc: 94.1331, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2316, s1.loss_cls: 0.0785, s1.acc: 94.4200, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1146, s2.loss_cls: 0.0377, s2.acc: 94.5483, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.1127 +2025-06-25 22:08:23,821 - mmdet - INFO - Epoch [13][1750/7330] lr: 1.000e-04, eta: 2 days, 1:38:39, time: 0.969, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1672, s0.acc: 94.2227, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2253, s1.loss_cls: 0.0769, s1.acc: 94.4918, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1126, s2.loss_cls: 0.0368, s2.acc: 94.6294, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.1001 +2025-06-25 22:09:12,267 - mmdet - INFO - Epoch [13][1800/7330] lr: 1.000e-04, eta: 2 days, 1:37:42, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1711, s0.acc: 94.0024, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2399, s1.loss_cls: 0.0778, s1.acc: 94.4060, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1171, s2.loss_cls: 0.0381, s2.acc: 94.3362, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1553 +2025-06-25 22:10:00,607 - mmdet - INFO - Epoch [13][1850/7330] lr: 1.000e-04, eta: 2 days, 1:36:45, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1572, s0.acc: 94.6321, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2263, s1.loss_cls: 0.0712, s1.acc: 94.9941, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1126, s2.loss_cls: 0.0349, s2.acc: 94.9457, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0534, loss: 1.0630 +2025-06-25 22:10:48,897 - mmdet - INFO - Epoch [13][1900/7330] lr: 1.000e-04, eta: 2 days, 1:35:48, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1630, s0.acc: 94.2844, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2347, s1.loss_cls: 0.0750, s1.acc: 94.5912, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1164, s2.loss_cls: 0.0361, s2.acc: 94.7081, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1264 +2025-06-25 22:11:39,803 - mmdet - INFO - Epoch [13][1950/7330] lr: 1.000e-04, eta: 2 days, 1:34:56, time: 1.018, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1713, s0.acc: 94.0806, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2323, s1.loss_cls: 0.0787, s1.acc: 94.4887, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0380, s2.acc: 94.4885, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1280 +2025-06-25 22:12:29,221 - mmdet - INFO - Epoch [13][2000/7330] lr: 1.000e-04, eta: 2 days, 1:34:01, time: 0.988, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1715, s0.acc: 94.0042, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2327, s1.loss_cls: 0.0790, s1.acc: 94.2605, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1157, s2.loss_cls: 0.0384, s2.acc: 94.3401, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1491 +2025-06-25 22:13:23,516 - mmdet - INFO - Epoch [13][2050/7330] lr: 1.000e-04, eta: 2 days, 1:33:15, time: 1.086, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1716, s0.acc: 94.0122, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2316, s1.loss_cls: 0.0800, s1.acc: 94.3060, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1156, s2.loss_cls: 0.0387, s2.acc: 94.3344, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0541, loss: 1.1472 +2025-06-25 22:14:25,334 - mmdet - INFO - Epoch [13][2100/7330] lr: 1.000e-04, eta: 2 days, 1:32:44, time: 1.236, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1681, s0.acc: 94.1189, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2277, s1.loss_cls: 0.0770, s1.acc: 94.4630, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1136, s2.loss_cls: 0.0382, s2.acc: 94.4315, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0534, loss: 1.1263 +2025-06-25 22:15:13,748 - mmdet - INFO - Epoch [13][2150/7330] lr: 1.000e-04, eta: 2 days, 1:31:47, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1692, s0.acc: 94.1685, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2311, s1.loss_cls: 0.0776, s1.acc: 94.5255, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1147, s2.loss_cls: 0.0376, s2.acc: 94.5385, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1257 +2025-06-25 22:16:02,449 - mmdet - INFO - Epoch [13][2200/7330] lr: 1.000e-04, eta: 2 days, 1:30:51, time: 0.974, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1698, s0.acc: 94.1460, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2351, s1.loss_cls: 0.0784, s1.acc: 94.4073, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1153, s2.loss_cls: 0.0381, s2.acc: 94.4424, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0538, loss: 1.1430 +2025-06-25 22:16:51,485 - mmdet - INFO - Epoch [13][2250/7330] lr: 1.000e-04, eta: 2 days, 1:29:55, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1679, s0.acc: 94.1199, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2315, s1.loss_cls: 0.0763, s1.acc: 94.4627, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.4039, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1282 +2025-06-25 22:17:40,041 - mmdet - INFO - Epoch [13][2300/7330] lr: 1.000e-04, eta: 2 days, 1:28:59, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1758, s0.acc: 93.8862, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2323, s1.loss_cls: 0.0817, s1.acc: 94.1603, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1151, s2.loss_cls: 0.0394, s2.acc: 94.1483, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1502 +2025-06-25 22:18:31,476 - mmdet - INFO - Epoch [13][2350/7330] lr: 1.000e-04, eta: 2 days, 1:28:08, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1700, s0.acc: 94.0815, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2328, s1.loss_cls: 0.0787, s1.acc: 94.3318, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1163, s2.loss_cls: 0.0385, s2.acc: 94.2814, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0545, loss: 1.1429 +2025-06-25 22:19:20,363 - mmdet - INFO - Epoch [13][2400/7330] lr: 1.000e-04, eta: 2 days, 1:27:12, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1701, s0.acc: 94.1223, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2353, s1.loss_cls: 0.0785, s1.acc: 94.3821, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1171, s2.loss_cls: 0.0378, s2.acc: 94.4700, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0552, loss: 1.1404 +2025-06-25 22:20:11,588 - mmdet - INFO - Epoch [13][2450/7330] lr: 1.000e-04, eta: 2 days, 1:26:20, time: 1.025, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1683, s0.acc: 94.0271, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2301, s1.loss_cls: 0.0784, s1.acc: 94.2894, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1139, s2.loss_cls: 0.0381, s2.acc: 94.2644, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1327 +2025-06-25 22:21:13,026 - mmdet - INFO - Epoch [13][2500/7330] lr: 1.000e-04, eta: 2 days, 1:25:49, time: 1.229, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1679, s0.acc: 94.0574, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2311, s1.loss_cls: 0.0776, s1.acc: 94.3635, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1151, s2.loss_cls: 0.0379, s2.acc: 94.2947, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0547, loss: 1.1379 +2025-06-25 22:22:04,183 - mmdet - INFO - Epoch [13][2550/7330] lr: 1.000e-04, eta: 2 days, 1:24:57, time: 1.023, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1685, s0.acc: 94.1819, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2292, s1.loss_cls: 0.0777, s1.acc: 94.4569, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1135, s2.loss_cls: 0.0386, s2.acc: 94.3818, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.1258 +2025-06-25 22:22:53,019 - mmdet - INFO - Epoch [13][2600/7330] lr: 1.000e-04, eta: 2 days, 1:24:01, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1641, s0.acc: 94.2268, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2335, s1.loss_cls: 0.0758, s1.acc: 94.5450, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1161, s2.loss_cls: 0.0367, s2.acc: 94.4550, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1281 +2025-06-25 22:23:42,590 - mmdet - INFO - Epoch [13][2650/7330] lr: 1.000e-04, eta: 2 days, 1:23:06, time: 0.992, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1717, s0.acc: 94.0093, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2323, s1.loss_cls: 0.0786, s1.acc: 94.4332, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1161, s2.loss_cls: 0.0383, s2.acc: 94.3472, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1377 +2025-06-25 22:24:31,150 - mmdet - INFO - Epoch [13][2700/7330] lr: 1.000e-04, eta: 2 days, 1:22:10, time: 0.970, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1697, s0.acc: 93.9885, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2371, s1.loss_cls: 0.0789, s1.acc: 94.2312, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1176, s2.loss_cls: 0.0385, s2.acc: 94.2371, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0551, loss: 1.1471 +2025-06-25 22:25:19,255 - mmdet - INFO - Epoch [13][2750/7330] lr: 1.000e-04, eta: 2 days, 1:21:12, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1586, s0.acc: 94.5044, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2278, s1.loss_cls: 0.0732, s1.acc: 94.7429, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1142, s2.loss_cls: 0.0355, s2.acc: 94.7601, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0845 +2025-06-25 22:26:10,932 - mmdet - INFO - Epoch [13][2800/7330] lr: 1.000e-04, eta: 2 days, 1:20:22, time: 1.033, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1737, s0.acc: 94.0369, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2317, s1.loss_cls: 0.0806, s1.acc: 94.3286, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1140, s2.loss_cls: 0.0387, s2.acc: 94.3596, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1388 +2025-06-25 22:26:59,298 - mmdet - INFO - Epoch [13][2850/7330] lr: 1.000e-04, eta: 2 days, 1:19:25, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1692, s0.acc: 94.2085, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2348, s1.loss_cls: 0.0778, s1.acc: 94.5583, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1170, s2.loss_cls: 0.0380, s2.acc: 94.4623, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1397 +2025-06-25 22:28:02,657 - mmdet - INFO - Epoch [13][2900/7330] lr: 1.000e-04, eta: 2 days, 1:18:57, time: 1.267, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1716, s0.acc: 94.1008, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2294, s1.loss_cls: 0.0788, s1.acc: 94.4147, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1137, s2.loss_cls: 0.0379, s2.acc: 94.5048, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1261 +2025-06-25 22:28:53,889 - mmdet - INFO - Epoch [13][2950/7330] lr: 1.000e-04, eta: 2 days, 1:18:05, time: 1.025, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1674, s0.acc: 94.1919, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2339, s1.loss_cls: 0.0786, s1.acc: 94.4222, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1151, s2.loss_cls: 0.0388, s2.acc: 94.3139, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1346 +2025-06-25 22:29:42,471 - mmdet - INFO - Epoch [13][3000/7330] lr: 1.000e-04, eta: 2 days, 1:17:09, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1646, s0.acc: 94.1802, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2388, s1.loss_cls: 0.0772, s1.acc: 94.4111, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1176, s2.loss_cls: 0.0370, s2.acc: 94.4961, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0552, loss: 1.1266 +2025-06-25 22:30:31,530 - mmdet - INFO - Epoch [13][3050/7330] lr: 1.000e-04, eta: 2 days, 1:16:13, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1692, s0.acc: 94.0442, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2381, s1.loss_cls: 0.0785, s1.acc: 94.3191, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1191, s2.loss_cls: 0.0379, s2.acc: 94.3656, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0561, loss: 1.1548 +2025-06-25 22:31:20,527 - mmdet - INFO - Epoch [13][3100/7330] lr: 1.000e-04, eta: 2 days, 1:15:17, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1686, s0.acc: 94.0427, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2335, s1.loss_cls: 0.0782, s1.acc: 94.3453, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1158, s2.loss_cls: 0.0377, s2.acc: 94.3219, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0543, loss: 1.1421 +2025-06-25 22:32:09,706 - mmdet - INFO - Epoch [13][3150/7330] lr: 1.000e-04, eta: 2 days, 1:14:22, time: 0.983, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1720, s0.acc: 94.1316, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2355, s1.loss_cls: 0.0802, s1.acc: 94.3751, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1162, s2.loss_cls: 0.0387, s2.acc: 94.3714, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1386 +2025-06-25 22:33:00,765 - mmdet - INFO - Epoch [13][3200/7330] lr: 1.000e-04, eta: 2 days, 1:13:30, time: 1.021, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1735, s0.acc: 93.9548, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2380, s1.loss_cls: 0.0802, s1.acc: 94.2821, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1181, s2.loss_cls: 0.0397, s2.acc: 94.2109, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0553, loss: 1.1572 +2025-06-25 22:33:49,270 - mmdet - INFO - Epoch [13][3250/7330] lr: 1.000e-04, eta: 2 days, 1:12:34, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1709, s0.acc: 94.1831, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2283, s1.loss_cls: 0.0785, s1.acc: 94.4452, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1129, s2.loss_cls: 0.0382, s2.acc: 94.3831, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.1201 +2025-06-25 22:34:42,705 - mmdet - INFO - Epoch [13][3300/7330] lr: 1.000e-04, eta: 2 days, 1:11:46, time: 1.069, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1704, s0.acc: 94.0791, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2309, s1.loss_cls: 0.0796, s1.acc: 94.3072, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1156, s2.loss_cls: 0.0389, s2.acc: 94.2481, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0546, loss: 1.1407 +2025-06-25 22:35:44,572 - mmdet - INFO - Epoch [13][3350/7330] lr: 1.000e-04, eta: 2 days, 1:11:15, time: 1.237, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1683, s0.acc: 94.1006, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2349, s1.loss_cls: 0.0777, s1.acc: 94.4245, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1176, s2.loss_cls: 0.0379, s2.acc: 94.3424, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0551, loss: 1.1401 +2025-06-25 22:36:33,429 - mmdet - INFO - Epoch [13][3400/7330] lr: 1.000e-04, eta: 2 days, 1:10:19, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1634, s0.acc: 94.2646, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2279, s1.loss_cls: 0.0769, s1.acc: 94.4735, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1129, s2.loss_cls: 0.0377, s2.acc: 94.3308, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1095 +2025-06-25 22:37:21,926 - mmdet - INFO - Epoch [13][3450/7330] lr: 1.000e-04, eta: 2 days, 1:09:23, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1659, s0.acc: 94.2537, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2311, s1.loss_cls: 0.0782, s1.acc: 94.3938, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1146, s2.loss_cls: 0.0378, s2.acc: 94.4426, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1159 +2025-06-25 22:38:10,308 - mmdet - INFO - Epoch [13][3500/7330] lr: 1.000e-04, eta: 2 days, 1:08:26, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1654, s0.acc: 94.3113, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2314, s1.loss_cls: 0.0765, s1.acc: 94.5943, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1143, s2.loss_cls: 0.0373, s2.acc: 94.5706, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1099 +2025-06-25 22:38:59,326 - mmdet - INFO - Epoch [13][3550/7330] lr: 1.000e-04, eta: 2 days, 1:07:30, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1772, s0.acc: 93.9124, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2351, s1.loss_cls: 0.0817, s1.acc: 94.2019, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1171, s2.loss_cls: 0.0398, s2.acc: 94.1636, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0552, loss: 1.1693 +2025-06-25 22:39:50,709 - mmdet - INFO - Epoch [13][3600/7330] lr: 1.000e-04, eta: 2 days, 1:06:39, time: 1.028, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1738, s0.acc: 94.0437, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2306, s1.loss_cls: 0.0804, s1.acc: 94.2868, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1145, s2.loss_cls: 0.0393, s2.acc: 94.2796, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1447 +2025-06-25 22:40:39,789 - mmdet - INFO - Epoch [13][3650/7330] lr: 1.000e-04, eta: 2 days, 1:05:44, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1735, s0.acc: 93.8450, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2354, s1.loss_cls: 0.0810, s1.acc: 94.1727, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1173, s2.loss_cls: 0.0393, s2.acc: 94.1077, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0548, loss: 1.1643 +2025-06-25 22:41:30,600 - mmdet - INFO - Epoch [13][3700/7330] lr: 1.000e-04, eta: 2 days, 1:04:51, time: 1.016, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1708, s0.acc: 94.1487, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2390, s1.loss_cls: 0.0776, s1.acc: 94.4968, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1178, s2.loss_cls: 0.0378, s2.acc: 94.4600, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0552, loss: 1.1421 +2025-06-25 22:42:32,105 - mmdet - INFO - Epoch [13][3750/7330] lr: 1.000e-04, eta: 2 days, 1:04:19, time: 1.231, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1594, s0.acc: 94.4617, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2347, s1.loss_cls: 0.0743, s1.acc: 94.7493, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1156, s2.loss_cls: 0.0365, s2.acc: 94.6866, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1063 +2025-06-25 22:43:23,594 - mmdet - INFO - Epoch [13][3800/7330] lr: 1.000e-04, eta: 2 days, 1:03:28, time: 1.030, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1637, s0.acc: 94.4011, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2275, s1.loss_cls: 0.0745, s1.acc: 94.7568, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1137, s2.loss_cls: 0.0361, s2.acc: 94.8040, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1082 +2025-06-25 22:44:12,173 - mmdet - INFO - Epoch [13][3850/7330] lr: 1.000e-04, eta: 2 days, 1:02:32, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1632, s0.acc: 94.3081, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2293, s1.loss_cls: 0.0762, s1.acc: 94.5886, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1144, s2.loss_cls: 0.0369, s2.acc: 94.6209, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1145 +2025-06-25 22:45:00,457 - mmdet - INFO - Epoch [13][3900/7330] lr: 1.000e-04, eta: 2 days, 1:01:35, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1605, s0.acc: 94.4153, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2333, s1.loss_cls: 0.0744, s1.acc: 94.6858, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1148, s2.loss_cls: 0.0362, s2.acc: 94.6270, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0541, loss: 1.0950 +2025-06-25 22:45:48,829 - mmdet - INFO - Epoch [13][3950/7330] lr: 1.000e-04, eta: 2 days, 1:00:38, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1585, s0.acc: 94.5315, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2289, s1.loss_cls: 0.0725, s1.acc: 94.8352, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1148, s2.loss_cls: 0.0353, s2.acc: 94.7951, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.0998 +2025-06-25 22:46:36,909 - mmdet - INFO - Epoch [13][4000/7330] lr: 1.000e-04, eta: 2 days, 0:59:41, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1660, s0.acc: 94.2800, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2310, s1.loss_cls: 0.0765, s1.acc: 94.5700, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1151, s2.loss_cls: 0.0369, s2.acc: 94.6059, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1126 +2025-06-25 22:47:27,983 - mmdet - INFO - Epoch [13][4050/7330] lr: 1.000e-04, eta: 2 days, 0:58:49, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1627, s0.acc: 94.4075, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2319, s1.loss_cls: 0.0751, s1.acc: 94.6963, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1154, s2.loss_cls: 0.0366, s2.acc: 94.7767, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1061 +2025-06-25 22:48:16,369 - mmdet - INFO - Epoch [13][4100/7330] lr: 1.000e-04, eta: 2 days, 0:57:52, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1664, s0.acc: 94.3093, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2299, s1.loss_cls: 0.0760, s1.acc: 94.6714, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1133, s2.loss_cls: 0.0372, s2.acc: 94.6423, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.1059 +2025-06-25 22:49:19,918 - mmdet - INFO - Epoch [13][4150/7330] lr: 1.000e-04, eta: 2 days, 0:57:24, time: 1.271, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1655, s0.acc: 94.2051, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2273, s1.loss_cls: 0.0768, s1.acc: 94.4474, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1136, s2.loss_cls: 0.0376, s2.acc: 94.4732, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1154 +2025-06-25 22:50:11,067 - mmdet - INFO - Epoch [13][4200/7330] lr: 1.000e-04, eta: 2 days, 0:56:32, time: 1.023, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1729, s0.acc: 94.0320, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2335, s1.loss_cls: 0.0805, s1.acc: 94.2719, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1151, s2.loss_cls: 0.0395, s2.acc: 94.2054, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1433 +2025-06-25 22:50:59,647 - mmdet - INFO - Epoch [13][4250/7330] lr: 1.000e-04, eta: 2 days, 0:55:36, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1696, s0.acc: 94.0725, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2340, s1.loss_cls: 0.0780, s1.acc: 94.4354, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1152, s2.loss_cls: 0.0377, s2.acc: 94.5025, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1392 +2025-06-25 22:51:48,147 - mmdet - INFO - Epoch [13][4300/7330] lr: 1.000e-04, eta: 2 days, 0:54:39, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1707, s0.acc: 94.1069, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2371, s1.loss_cls: 0.0794, s1.acc: 94.3918, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1189, s2.loss_cls: 0.0382, s2.acc: 94.4325, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0556, loss: 1.1577 +2025-06-25 22:52:36,571 - mmdet - INFO - Epoch [13][4350/7330] lr: 1.000e-04, eta: 2 days, 0:53:43, time: 0.968, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1590, s0.acc: 94.4082, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2347, s1.loss_cls: 0.0751, s1.acc: 94.5288, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1175, s2.loss_cls: 0.0362, s2.acc: 94.6300, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0554, loss: 1.1088 +2025-06-25 22:53:25,156 - mmdet - INFO - Epoch [13][4400/7330] lr: 1.000e-04, eta: 2 days, 0:52:46, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1665, s0.acc: 94.1340, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2314, s1.loss_cls: 0.0772, s1.acc: 94.4462, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1146, s2.loss_cls: 0.0375, s2.acc: 94.4547, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1255 +2025-06-25 22:54:16,630 - mmdet - INFO - Epoch [13][4450/7330] lr: 1.000e-04, eta: 2 days, 0:51:55, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1748, s0.acc: 93.9995, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2416, s1.loss_cls: 0.0807, s1.acc: 94.2544, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1197, s2.loss_cls: 0.0389, s2.acc: 94.2687, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0560, loss: 1.1629 +2025-06-25 22:55:04,531 - mmdet - INFO - Epoch [13][4500/7330] lr: 1.000e-04, eta: 2 days, 0:50:58, time: 0.959, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1610, s0.acc: 94.4082, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2315, s1.loss_cls: 0.0751, s1.acc: 94.5836, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1145, s2.loss_cls: 0.0367, s2.acc: 94.5666, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.0903 +2025-06-25 22:55:58,307 - mmdet - INFO - Epoch [13][4550/7330] lr: 1.000e-04, eta: 2 days, 0:50:11, time: 1.075, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1734, s0.acc: 93.9839, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2363, s1.loss_cls: 0.0797, s1.acc: 94.3851, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1171, s2.loss_cls: 0.0389, s2.acc: 94.4213, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1596 +2025-06-25 22:56:59,737 - mmdet - INFO - Epoch [13][4600/7330] lr: 1.000e-04, eta: 2 days, 0:49:39, time: 1.229, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1665, s0.acc: 94.1799, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2307, s1.loss_cls: 0.0760, s1.acc: 94.5334, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1143, s2.loss_cls: 0.0372, s2.acc: 94.5277, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.1176 +2025-06-25 22:57:48,528 - mmdet - INFO - Epoch [13][4650/7330] lr: 1.000e-04, eta: 2 days, 0:48:43, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1672, s0.acc: 94.2417, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2324, s1.loss_cls: 0.0781, s1.acc: 94.4721, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1156, s2.loss_cls: 0.0382, s2.acc: 94.4695, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0542, loss: 1.1371 +2025-06-25 22:58:36,971 - mmdet - INFO - Epoch [13][4700/7330] lr: 1.000e-04, eta: 2 days, 0:47:46, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1639, s0.acc: 94.3364, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2281, s1.loss_cls: 0.0759, s1.acc: 94.7006, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1127, s2.loss_cls: 0.0368, s2.acc: 94.6206, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1140 +2025-06-25 22:59:25,942 - mmdet - INFO - Epoch [13][4750/7330] lr: 1.000e-04, eta: 2 days, 0:46:50, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1677, s0.acc: 94.2053, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2346, s1.loss_cls: 0.0765, s1.acc: 94.5301, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1157, s2.loss_cls: 0.0377, s2.acc: 94.4097, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1354 +2025-06-25 23:00:14,436 - mmdet - INFO - Epoch [13][4800/7330] lr: 1.000e-04, eta: 2 days, 0:45:54, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1607, s0.acc: 94.2903, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2319, s1.loss_cls: 0.0742, s1.acc: 94.6054, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1150, s2.loss_cls: 0.0365, s2.acc: 94.5305, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1207 +2025-06-25 23:01:05,679 - mmdet - INFO - Epoch [13][4850/7330] lr: 1.000e-04, eta: 2 days, 0:45:03, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1654, s0.acc: 94.2627, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2289, s1.loss_cls: 0.0766, s1.acc: 94.5644, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1140, s2.loss_cls: 0.0372, s2.acc: 94.6240, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1122 +2025-06-25 23:01:54,224 - mmdet - INFO - Epoch [13][4900/7330] lr: 1.000e-04, eta: 2 days, 0:44:06, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1639, s0.acc: 94.3875, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2405, s1.loss_cls: 0.0761, s1.acc: 94.6160, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1190, s2.loss_cls: 0.0370, s2.acc: 94.5682, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0558, loss: 1.1281 +2025-06-25 23:02:45,151 - mmdet - INFO - Epoch [13][4950/7330] lr: 1.000e-04, eta: 2 days, 0:43:14, time: 1.019, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1670, s0.acc: 94.0676, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2305, s1.loss_cls: 0.0781, s1.acc: 94.4032, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1142, s2.loss_cls: 0.0378, s2.acc: 94.3210, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1225 +2025-06-25 23:03:45,452 - mmdet - INFO - Epoch [13][5000/7330] lr: 1.000e-04, eta: 2 days, 0:42:40, time: 1.206, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1674, s0.acc: 94.1235, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2367, s1.loss_cls: 0.0784, s1.acc: 94.3971, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1174, s2.loss_cls: 0.0380, s2.acc: 94.3488, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0548, loss: 1.1342 +2025-06-25 23:04:36,384 - mmdet - INFO - Epoch [13][5050/7330] lr: 1.000e-04, eta: 2 days, 0:41:48, time: 1.019, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1656, s0.acc: 94.2229, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2314, s1.loss_cls: 0.0779, s1.acc: 94.4408, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1162, s2.loss_cls: 0.0376, s2.acc: 94.4398, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1222 +2025-06-25 23:05:24,866 - mmdet - INFO - Epoch [13][5100/7330] lr: 1.000e-04, eta: 2 days, 0:40:51, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1592, s0.acc: 94.4829, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2325, s1.loss_cls: 0.0737, s1.acc: 94.7821, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1159, s2.loss_cls: 0.0355, s2.acc: 94.8938, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0544, loss: 1.0873 +2025-06-25 23:06:13,680 - mmdet - INFO - Epoch [13][5150/7330] lr: 1.000e-04, eta: 2 days, 0:39:55, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1681, s0.acc: 94.1777, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2325, s1.loss_cls: 0.0782, s1.acc: 94.4648, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1161, s2.loss_cls: 0.0383, s2.acc: 94.4338, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1336 +2025-06-25 23:07:02,126 - mmdet - INFO - Epoch [13][5200/7330] lr: 1.000e-04, eta: 2 days, 0:38:59, time: 0.969, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1637, s0.acc: 94.3591, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2337, s1.loss_cls: 0.0755, s1.acc: 94.6440, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1154, s2.loss_cls: 0.0366, s2.acc: 94.6961, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0541, loss: 1.1106 +2025-06-25 23:07:50,942 - mmdet - INFO - Epoch [13][5250/7330] lr: 1.000e-04, eta: 2 days, 0:38:03, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1677, s0.acc: 94.1941, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2274, s1.loss_cls: 0.0787, s1.acc: 94.4248, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1143, s2.loss_cls: 0.0377, s2.acc: 94.5852, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1176 +2025-06-25 23:08:41,461 - mmdet - INFO - Epoch [13][5300/7330] lr: 1.000e-04, eta: 2 days, 0:37:10, time: 1.010, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1576, s0.acc: 94.6177, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2174, s1.loss_cls: 0.0722, s1.acc: 94.9689, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1096, s2.loss_cls: 0.0354, s2.acc: 94.8582, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0585 +2025-06-25 23:09:31,141 - mmdet - INFO - Epoch [13][5350/7330] lr: 1.000e-04, eta: 2 days, 0:36:16, time: 0.994, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1757, s0.acc: 93.8818, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2269, s1.loss_cls: 0.0807, s1.acc: 94.2059, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1132, s2.loss_cls: 0.0390, s2.acc: 94.1813, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0533, loss: 1.1483 +2025-06-25 23:10:37,750 - mmdet - INFO - Epoch [13][5400/7330] lr: 1.000e-04, eta: 2 days, 0:35:53, time: 1.332, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1581, s0.acc: 94.3125, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2303, s1.loss_cls: 0.0753, s1.acc: 94.4889, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1142, s2.loss_cls: 0.0367, s2.acc: 94.4492, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1048 +2025-06-25 23:11:31,279 - mmdet - INFO - Epoch [13][5450/7330] lr: 1.000e-04, eta: 2 days, 0:35:05, time: 1.071, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1741, s0.acc: 94.0598, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2299, s1.loss_cls: 0.0805, s1.acc: 94.3793, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1139, s2.loss_cls: 0.0390, s2.acc: 94.4250, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1436 +2025-06-25 23:12:19,323 - mmdet - INFO - Epoch [13][5500/7330] lr: 1.000e-04, eta: 2 days, 0:34:08, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1696, s0.acc: 94.1775, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2270, s1.loss_cls: 0.0782, s1.acc: 94.4299, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1135, s2.loss_cls: 0.0379, s2.acc: 94.4611, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.1194 +2025-06-25 23:13:08,229 - mmdet - INFO - Epoch [13][5550/7330] lr: 1.000e-04, eta: 2 days, 0:33:12, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1701, s0.acc: 94.2173, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2274, s1.loss_cls: 0.0785, s1.acc: 94.3922, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1137, s2.loss_cls: 0.0381, s2.acc: 94.4631, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1181 +2025-06-25 23:13:56,943 - mmdet - INFO - Epoch [13][5600/7330] lr: 1.000e-04, eta: 2 days, 0:32:16, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1676, s0.acc: 94.1160, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2334, s1.loss_cls: 0.0789, s1.acc: 94.3051, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1148, s2.loss_cls: 0.0384, s2.acc: 94.2997, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1236 +2025-06-25 23:14:45,210 - mmdet - INFO - Epoch [13][5650/7330] lr: 1.000e-04, eta: 2 days, 0:31:20, time: 0.965, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1714, s0.acc: 94.0266, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2345, s1.loss_cls: 0.0796, s1.acc: 94.3275, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1161, s2.loss_cls: 0.0385, s2.acc: 94.4024, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0545, loss: 1.1397 +2025-06-25 23:15:36,385 - mmdet - INFO - Epoch [13][5700/7330] lr: 1.000e-04, eta: 2 days, 0:30:28, time: 1.023, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1763, s0.acc: 93.9028, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2396, s1.loss_cls: 0.0824, s1.acc: 94.0827, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1190, s2.loss_cls: 0.0404, s2.acc: 93.9814, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0556, loss: 1.1671 +2025-06-25 23:16:25,388 - mmdet - INFO - Epoch [13][5750/7330] lr: 1.000e-04, eta: 2 days, 0:29:33, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1727, s0.acc: 94.0024, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2334, s1.loss_cls: 0.0807, s1.acc: 94.2839, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1164, s2.loss_cls: 0.0395, s2.acc: 94.2708, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1467 +2025-06-25 23:17:19,244 - mmdet - INFO - Epoch [13][5800/7330] lr: 1.000e-04, eta: 2 days, 0:28:46, time: 1.077, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1687, s0.acc: 94.0195, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2421, s1.loss_cls: 0.0786, s1.acc: 94.3170, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1191, s2.loss_cls: 0.0384, s2.acc: 94.2551, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0557, loss: 1.1623 +2025-06-25 23:18:19,215 - mmdet - INFO - Epoch [13][5850/7330] lr: 1.000e-04, eta: 2 days, 0:28:10, time: 1.199, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1613, s0.acc: 94.4490, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2326, s1.loss_cls: 0.0747, s1.acc: 94.6581, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1163, s2.loss_cls: 0.0359, s2.acc: 94.6505, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1051 +2025-06-25 23:19:07,873 - mmdet - INFO - Epoch [13][5900/7330] lr: 1.000e-04, eta: 2 days, 0:27:14, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1725, s0.acc: 94.0305, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2361, s1.loss_cls: 0.0795, s1.acc: 94.3087, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1169, s2.loss_cls: 0.0387, s2.acc: 94.2872, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0547, loss: 1.1466 +2025-06-25 23:19:56,545 - mmdet - INFO - Epoch [13][5950/7330] lr: 1.000e-04, eta: 2 days, 0:26:18, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1620, s0.acc: 94.3252, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2350, s1.loss_cls: 0.0746, s1.acc: 94.6685, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1167, s2.loss_cls: 0.0364, s2.acc: 94.6464, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0546, loss: 1.1147 +2025-06-25 23:20:45,019 - mmdet - INFO - Epoch [13][6000/7330] lr: 1.000e-04, eta: 2 days, 0:25:22, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1708, s0.acc: 94.0315, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2379, s1.loss_cls: 0.0789, s1.acc: 94.2840, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1168, s2.loss_cls: 0.0386, s2.acc: 94.2462, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1529 +2025-06-25 23:21:33,109 - mmdet - INFO - Epoch [13][6050/7330] lr: 1.000e-04, eta: 2 days, 0:24:25, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1715, s0.acc: 94.0261, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2389, s1.loss_cls: 0.0785, s1.acc: 94.3046, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1178, s2.loss_cls: 0.0380, s2.acc: 94.3197, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1450 +2025-06-25 23:22:24,230 - mmdet - INFO - Epoch [13][6100/7330] lr: 1.000e-04, eta: 2 days, 0:23:33, time: 1.023, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1636, s0.acc: 94.3533, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2353, s1.loss_cls: 0.0759, s1.acc: 94.6491, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1163, s2.loss_cls: 0.0364, s2.acc: 94.6569, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1168 +2025-06-25 23:23:12,158 - mmdet - INFO - Epoch [13][6150/7330] lr: 1.000e-04, eta: 2 days, 0:22:36, time: 0.959, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1532, s0.acc: 94.6567, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2266, s1.loss_cls: 0.0707, s1.acc: 94.9452, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1131, s2.loss_cls: 0.0348, s2.acc: 94.8948, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0692 +2025-06-25 23:24:02,936 - mmdet - INFO - Epoch [13][6200/7330] lr: 1.000e-04, eta: 2 days, 0:21:44, time: 1.016, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1649, s0.acc: 94.2791, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2345, s1.loss_cls: 0.0767, s1.acc: 94.5407, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1156, s2.loss_cls: 0.0373, s2.acc: 94.5584, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1302 +2025-06-25 23:25:05,615 - mmdet - INFO - Epoch [13][6250/7330] lr: 1.000e-04, eta: 2 days, 0:21:13, time: 1.253, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1633, s0.acc: 94.2729, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2390, s1.loss_cls: 0.0754, s1.acc: 94.5432, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1170, s2.loss_cls: 0.0368, s2.acc: 94.4590, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0549, loss: 1.1312 +2025-06-25 23:25:56,699 - mmdet - INFO - Epoch [13][6300/7330] lr: 1.000e-04, eta: 2 days, 0:20:21, time: 1.022, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1681, s0.acc: 94.0940, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2336, s1.loss_cls: 0.0775, s1.acc: 94.4440, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1158, s2.loss_cls: 0.0381, s2.acc: 94.4950, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1326 +2025-06-25 23:26:45,102 - mmdet - INFO - Epoch [13][6350/7330] lr: 1.000e-04, eta: 2 days, 0:19:25, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1579, s0.acc: 94.5278, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2329, s1.loss_cls: 0.0737, s1.acc: 94.7412, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1149, s2.loss_cls: 0.0356, s2.acc: 94.6966, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.1065 +2025-06-25 23:27:34,042 - mmdet - INFO - Epoch [13][6400/7330] lr: 1.000e-04, eta: 2 days, 0:18:29, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1685, s0.acc: 94.0752, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2345, s1.loss_cls: 0.0776, s1.acc: 94.4069, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1165, s2.loss_cls: 0.0374, s2.acc: 94.4294, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1424 +2025-06-25 23:28:21,706 - mmdet - INFO - Epoch [13][6450/7330] lr: 1.000e-04, eta: 2 days, 0:17:31, time: 0.953, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1581, s0.acc: 94.5051, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2338, s1.loss_cls: 0.0716, s1.acc: 94.9050, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1163, s2.loss_cls: 0.0346, s2.acc: 94.9882, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0548, loss: 1.0829 +2025-06-25 23:29:10,361 - mmdet - INFO - Epoch [13][6500/7330] lr: 1.000e-04, eta: 2 days, 0:16:35, time: 0.973, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1711, s0.acc: 94.1006, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2370, s1.loss_cls: 0.0795, s1.acc: 94.3229, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1167, s2.loss_cls: 0.0379, s2.acc: 94.4746, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0554, loss: 1.1411 +2025-06-25 23:30:01,454 - mmdet - INFO - Epoch [13][6550/7330] lr: 1.000e-04, eta: 2 days, 0:15:44, time: 1.022, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1591, s0.acc: 94.3679, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2336, s1.loss_cls: 0.0743, s1.acc: 94.5978, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1153, s2.loss_cls: 0.0363, s2.acc: 94.5570, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1213 +2025-06-25 23:30:49,178 - mmdet - INFO - Epoch [13][6600/7330] lr: 1.000e-04, eta: 2 days, 0:14:46, time: 0.955, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1651, s0.acc: 94.2776, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2314, s1.loss_cls: 0.0759, s1.acc: 94.6067, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1144, s2.loss_cls: 0.0372, s2.acc: 94.5734, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0538, loss: 1.1033 +2025-06-25 23:31:53,762 - mmdet - INFO - Epoch [13][6650/7330] lr: 1.000e-04, eta: 2 days, 0:14:18, time: 1.292, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1625, s0.acc: 94.3972, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2225, s1.loss_cls: 0.0752, s1.acc: 94.6277, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1115, s2.loss_cls: 0.0364, s2.acc: 94.6804, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0528, loss: 1.0758 +2025-06-25 23:32:44,525 - mmdet - INFO - Epoch [13][6700/7330] lr: 1.000e-04, eta: 2 days, 0:13:26, time: 1.015, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1634, s0.acc: 94.2886, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2340, s1.loss_cls: 0.0762, s1.acc: 94.6116, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1175, s2.loss_cls: 0.0372, s2.acc: 94.5525, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1223 +2025-06-25 23:33:32,908 - mmdet - INFO - Epoch [13][6750/7330] lr: 1.000e-04, eta: 2 days, 0:12:30, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1647, s0.acc: 94.3540, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2307, s1.loss_cls: 0.0743, s1.acc: 94.7484, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1151, s2.loss_cls: 0.0357, s2.acc: 94.8093, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0542, loss: 1.1018 +2025-06-25 23:34:21,248 - mmdet - INFO - Epoch [13][6800/7330] lr: 1.000e-04, eta: 2 days, 0:11:33, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1701, s0.acc: 94.1677, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2319, s1.loss_cls: 0.0780, s1.acc: 94.4975, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1163, s2.loss_cls: 0.0377, s2.acc: 94.4525, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0552, loss: 1.1369 +2025-06-25 23:35:09,677 - mmdet - INFO - Epoch [13][6850/7330] lr: 1.000e-04, eta: 2 days, 0:10:37, time: 0.968, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1724, s0.acc: 93.9417, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2329, s1.loss_cls: 0.0794, s1.acc: 94.2601, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1152, s2.loss_cls: 0.0385, s2.acc: 94.4103, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1384 +2025-06-25 23:35:57,492 - mmdet - INFO - Epoch [13][6900/7330] lr: 1.000e-04, eta: 2 days, 0:09:39, time: 0.956, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1633, s0.acc: 94.3833, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2265, s1.loss_cls: 0.0757, s1.acc: 94.6036, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1144, s2.loss_cls: 0.0376, s2.acc: 94.5483, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.0955 +2025-06-25 23:36:48,540 - mmdet - INFO - Epoch [13][6950/7330] lr: 1.000e-04, eta: 2 days, 0:08:48, time: 1.021, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1671, s0.acc: 94.2776, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2298, s1.loss_cls: 0.0777, s1.acc: 94.4917, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1160, s2.loss_cls: 0.0379, s2.acc: 94.5235, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1134 +2025-06-25 23:37:37,403 - mmdet - INFO - Epoch [13][7000/7330] lr: 1.000e-04, eta: 2 days, 0:07:52, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1797, s0.acc: 93.8159, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2340, s1.loss_cls: 0.0827, s1.acc: 94.1680, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1166, s2.loss_cls: 0.0405, s2.acc: 94.1058, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0547, loss: 1.1657 +2025-06-25 23:38:36,640 - mmdet - INFO - Epoch [13][7050/7330] lr: 1.000e-04, eta: 2 days, 0:07:15, time: 1.185, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.0967, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2370, s1.loss_cls: 0.0775, s1.acc: 94.4137, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1180, s2.loss_cls: 0.0375, s2.acc: 94.4421, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0554, loss: 1.1349 +2025-06-25 23:39:29,919 - mmdet - INFO - Epoch [13][7100/7330] lr: 1.000e-04, eta: 2 days, 0:06:27, time: 1.066, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1589, s0.acc: 94.5176, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2262, s1.loss_cls: 0.0749, s1.acc: 94.6949, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.5570, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0832 +2025-06-25 23:40:18,624 - mmdet - INFO - Epoch [13][7150/7330] lr: 1.000e-04, eta: 2 days, 0:05:31, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1637, s0.acc: 94.1621, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2337, s1.loss_cls: 0.0764, s1.acc: 94.4088, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1148, s2.loss_cls: 0.0372, s2.acc: 94.3807, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1277 +2025-06-25 23:41:07,035 - mmdet - INFO - Epoch [13][7200/7330] lr: 1.000e-04, eta: 2 days, 0:04:35, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1756, s0.acc: 93.8586, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2355, s1.loss_cls: 0.0834, s1.acc: 94.0818, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1169, s2.loss_cls: 0.0401, s2.acc: 94.1506, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1556 +2025-06-25 23:41:55,574 - mmdet - INFO - Epoch [13][7250/7330] lr: 1.000e-04, eta: 2 days, 0:03:39, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1692, s0.acc: 94.1460, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2351, s1.loss_cls: 0.0776, s1.acc: 94.4428, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1142, s2.loss_cls: 0.0373, s2.acc: 94.5102, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.1160 +2025-06-25 23:42:44,407 - mmdet - INFO - Epoch [13][7300/7330] lr: 1.000e-04, eta: 2 days, 0:02:43, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1633, s0.acc: 94.2773, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2277, s1.loss_cls: 0.0758, s1.acc: 94.5657, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1135, s2.loss_cls: 0.0375, s2.acc: 94.4962, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1096 +2025-06-25 23:43:23,005 - mmdet - INFO - Saving checkpoint at 13 epochs +2025-06-25 23:46:37,874 - mmdet - INFO - Evaluating bbox... +2025-06-25 23:47:11,465 - mmdet - INFO - Evaluating segm... +2025-06-25 23:47:44,176 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-25 23:47:44,176 - mmdet - INFO - Epoch(val) [13][7330] bbox_mAP: 0.4640, bbox_mAP_50: 0.6510, bbox_mAP_75: 0.5070, bbox_mAP_s: 0.3020, bbox_mAP_m: 0.4930, bbox_mAP_l: 0.6070, bbox_mAP_copypaste: 0.464 0.651 0.507 0.302 0.493 0.607, segm_mAP: 0.4010, segm_mAP_50: 0.6230, segm_mAP_75: 0.4310, segm_mAP_s: 0.2440, segm_mAP_m: 0.4320, segm_mAP_l: 0.5450, segm_mAP_copypaste: 0.401 0.623 0.431 0.244 0.432 0.545 +2025-06-25 23:49:56,909 - mmdet - INFO - Epoch [14][50/7330] lr: 1.000e-04, eta: 2 days, 0:02:50, time: 2.654, data_time: 1.484, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1708, s0.acc: 93.9150, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2322, s1.loss_cls: 0.0782, s1.acc: 94.2782, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1149, s2.loss_cls: 0.0387, s2.acc: 94.1455, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0539, loss: 1.1561 +2025-06-25 23:50:59,360 - mmdet - INFO - Epoch [14][100/7330] lr: 1.000e-04, eta: 2 days, 0:02:19, time: 1.249, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1733, s0.acc: 93.9138, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2350, s1.loss_cls: 0.0808, s1.acc: 94.1075, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1162, s2.loss_cls: 0.0394, s2.acc: 94.1514, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1493 +2025-06-25 23:51:52,953 - mmdet - INFO - Epoch [14][150/7330] lr: 1.000e-04, eta: 2 days, 0:01:31, time: 1.072, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1674, s0.acc: 94.2490, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2295, s1.loss_cls: 0.0775, s1.acc: 94.5259, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1139, s2.loss_cls: 0.0377, s2.acc: 94.4986, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1285 +2025-06-25 23:52:43,667 - mmdet - INFO - Epoch [14][200/7330] lr: 1.000e-04, eta: 2 days, 0:00:39, time: 1.014, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1633, s0.acc: 94.2908, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2301, s1.loss_cls: 0.0762, s1.acc: 94.5627, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1149, s2.loss_cls: 0.0371, s2.acc: 94.5510, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.1121 +2025-06-25 23:53:34,552 - mmdet - INFO - Epoch [14][250/7330] lr: 1.000e-04, eta: 1 day, 23:59:47, time: 1.018, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1685, s0.acc: 94.1499, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2299, s1.loss_cls: 0.0771, s1.acc: 94.5795, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1142, s2.loss_cls: 0.0374, s2.acc: 94.5978, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1430 +2025-06-25 23:54:24,124 - mmdet - INFO - Epoch [14][300/7330] lr: 1.000e-04, eta: 1 day, 23:58:53, time: 0.992, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1644, s0.acc: 94.2485, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2316, s1.loss_cls: 0.0766, s1.acc: 94.5336, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1154, s2.loss_cls: 0.0370, s2.acc: 94.6087, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0539, loss: 1.1094 +2025-06-25 23:55:13,882 - mmdet - INFO - Epoch [14][350/7330] lr: 1.000e-04, eta: 1 day, 23:57:58, time: 0.995, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1630, s0.acc: 94.3206, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2282, s1.loss_cls: 0.0749, s1.acc: 94.6318, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1136, s2.loss_cls: 0.0363, s2.acc: 94.6603, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.1037 +2025-06-25 23:56:03,824 - mmdet - INFO - Epoch [14][400/7330] lr: 1.000e-04, eta: 1 day, 23:57:05, time: 0.999, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1562, s0.acc: 94.6011, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2280, s1.loss_cls: 0.0719, s1.acc: 94.8844, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1125, s2.loss_cls: 0.0354, s2.acc: 94.8379, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0814 +2025-06-25 23:56:58,366 - mmdet - INFO - Epoch [14][450/7330] lr: 1.000e-04, eta: 1 day, 23:56:19, time: 1.090, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1658, s0.acc: 94.2458, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2332, s1.loss_cls: 0.0762, s1.acc: 94.5342, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1166, s2.loss_cls: 0.0373, s2.acc: 94.4678, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1218 +2025-06-25 23:58:00,130 - mmdet - INFO - Epoch [14][500/7330] lr: 1.000e-04, eta: 1 day, 23:55:46, time: 1.236, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1696, s0.acc: 94.1267, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2322, s1.loss_cls: 0.0779, s1.acc: 94.3762, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1150, s2.loss_cls: 0.0377, s2.acc: 94.3600, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1298 +2025-06-25 23:58:51,572 - mmdet - INFO - Epoch [14][550/7330] lr: 1.000e-04, eta: 1 day, 23:54:55, time: 1.029, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1586, s0.acc: 94.4614, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2347, s1.loss_cls: 0.0731, s1.acc: 94.7234, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1178, s2.loss_cls: 0.0354, s2.acc: 94.8331, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0553, loss: 1.1085 +2025-06-25 23:59:41,063 - mmdet - INFO - Epoch [14][600/7330] lr: 1.000e-04, eta: 1 day, 23:54:00, time: 0.989, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1643, s0.acc: 94.2854, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2302, s1.loss_cls: 0.0758, s1.acc: 94.5348, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1147, s2.loss_cls: 0.0367, s2.acc: 94.5362, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.1107 +2025-06-26 00:00:30,961 - mmdet - INFO - Epoch [14][650/7330] lr: 1.000e-04, eta: 1 day, 23:53:07, time: 0.999, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1650, s0.acc: 94.2390, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2311, s1.loss_cls: 0.0752, s1.acc: 94.5889, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1147, s2.loss_cls: 0.0360, s2.acc: 94.7203, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1181 +2025-06-26 00:01:20,988 - mmdet - INFO - Epoch [14][700/7330] lr: 1.000e-04, eta: 1 day, 23:52:13, time: 1.000, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1681, s0.acc: 94.0989, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2308, s1.loss_cls: 0.0768, s1.acc: 94.4681, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1140, s2.loss_cls: 0.0374, s2.acc: 94.4578, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1205 +2025-06-26 00:02:09,624 - mmdet - INFO - Epoch [14][750/7330] lr: 1.000e-04, eta: 1 day, 23:51:17, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1626, s0.acc: 94.2898, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2356, s1.loss_cls: 0.0751, s1.acc: 94.5545, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1170, s2.loss_cls: 0.0365, s2.acc: 94.5756, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0546, loss: 1.1162 +2025-06-26 00:02:58,806 - mmdet - INFO - Epoch [14][800/7330] lr: 1.000e-04, eta: 1 day, 23:50:22, time: 0.984, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1621, s0.acc: 94.2690, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2287, s1.loss_cls: 0.0749, s1.acc: 94.6218, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1133, s2.loss_cls: 0.0365, s2.acc: 94.6252, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0532, loss: 1.1104 +2025-06-26 00:03:51,074 - mmdet - INFO - Epoch [14][850/7330] lr: 1.000e-04, eta: 1 day, 23:49:32, time: 1.045, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1645, s0.acc: 94.2505, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2306, s1.loss_cls: 0.0759, s1.acc: 94.6142, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1144, s2.loss_cls: 0.0371, s2.acc: 94.5831, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1190 +2025-06-26 00:04:55,043 - mmdet - INFO - Epoch [14][900/7330] lr: 1.000e-04, eta: 1 day, 23:49:03, time: 1.279, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1685, s0.acc: 94.1326, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2309, s1.loss_cls: 0.0790, s1.acc: 94.2877, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1145, s2.loss_cls: 0.0387, s2.acc: 94.3319, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1307 +2025-06-26 00:05:46,228 - mmdet - INFO - Epoch [14][950/7330] lr: 1.000e-04, eta: 1 day, 23:48:11, time: 1.024, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1623, s0.acc: 94.2871, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2276, s1.loss_cls: 0.0755, s1.acc: 94.4678, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.6577, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1025 +2025-06-26 00:06:35,031 - mmdet - INFO - Epoch [14][1000/7330] lr: 1.000e-04, eta: 1 day, 23:47:16, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1607, s0.acc: 94.3904, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2288, s1.loss_cls: 0.0732, s1.acc: 94.7629, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1140, s2.loss_cls: 0.0357, s2.acc: 94.7591, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.0986 +2025-06-26 00:07:24,357 - mmdet - INFO - Epoch [14][1050/7330] lr: 1.000e-04, eta: 1 day, 23:46:21, time: 0.987, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1695, s0.acc: 94.1248, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2326, s1.loss_cls: 0.0784, s1.acc: 94.4024, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1159, s2.loss_cls: 0.0385, s2.acc: 94.3487, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1397 +2025-06-26 00:08:12,995 - mmdet - INFO - Epoch [14][1100/7330] lr: 1.000e-04, eta: 1 day, 23:45:25, time: 0.973, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1628, s0.acc: 94.3765, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2318, s1.loss_cls: 0.0752, s1.acc: 94.6623, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1141, s2.loss_cls: 0.0369, s2.acc: 94.6140, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1058 +2025-06-26 00:09:01,914 - mmdet - INFO - Epoch [14][1150/7330] lr: 1.000e-04, eta: 1 day, 23:44:29, time: 0.978, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1635, s0.acc: 94.4167, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2323, s1.loss_cls: 0.0750, s1.acc: 94.6372, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.5721, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0543, loss: 1.1060 +2025-06-26 00:09:51,268 - mmdet - INFO - Epoch [14][1200/7330] lr: 1.000e-04, eta: 1 day, 23:43:35, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1634, s0.acc: 94.2097, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2367, s1.loss_cls: 0.0749, s1.acc: 94.5333, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1180, s2.loss_cls: 0.0368, s2.acc: 94.5393, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0559, loss: 1.1322 +2025-06-26 00:10:42,655 - mmdet - INFO - Epoch [14][1250/7330] lr: 1.000e-04, eta: 1 day, 23:42:43, time: 1.027, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1635, s0.acc: 94.3372, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2350, s1.loss_cls: 0.0754, s1.acc: 94.5356, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1160, s2.loss_cls: 0.0366, s2.acc: 94.5134, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1270 +2025-06-26 00:11:36,295 - mmdet - INFO - Epoch [14][1300/7330] lr: 1.000e-04, eta: 1 day, 23:41:56, time: 1.073, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1668, s0.acc: 94.1577, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2350, s1.loss_cls: 0.0755, s1.acc: 94.5331, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1164, s2.loss_cls: 0.0368, s2.acc: 94.4885, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1325 +2025-06-26 00:12:36,097 - mmdet - INFO - Epoch [14][1350/7330] lr: 1.000e-04, eta: 1 day, 23:41:19, time: 1.196, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1656, s0.acc: 94.3562, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2275, s1.loss_cls: 0.0751, s1.acc: 94.7279, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1131, s2.loss_cls: 0.0363, s2.acc: 94.7236, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1126 +2025-06-26 00:13:24,689 - mmdet - INFO - Epoch [14][1400/7330] lr: 1.000e-04, eta: 1 day, 23:40:23, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1656, s0.acc: 94.2305, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2376, s1.loss_cls: 0.0757, s1.acc: 94.6250, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1177, s2.loss_cls: 0.0363, s2.acc: 94.7308, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0559, loss: 1.1338 +2025-06-26 00:14:13,765 - mmdet - INFO - Epoch [14][1450/7330] lr: 1.000e-04, eta: 1 day, 23:39:28, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1586, s0.acc: 94.4612, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2278, s1.loss_cls: 0.0727, s1.acc: 94.8358, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0352, s2.acc: 94.8175, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0903 +2025-06-26 00:15:02,476 - mmdet - INFO - Epoch [14][1500/7330] lr: 1.000e-04, eta: 1 day, 23:38:32, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1663, s0.acc: 94.1882, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2326, s1.loss_cls: 0.0775, s1.acc: 94.3916, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1149, s2.loss_cls: 0.0377, s2.acc: 94.3309, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1313 +2025-06-26 00:15:50,753 - mmdet - INFO - Epoch [14][1550/7330] lr: 1.000e-04, eta: 1 day, 23:37:36, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1664, s0.acc: 94.1406, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2361, s1.loss_cls: 0.0761, s1.acc: 94.4894, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1177, s2.loss_cls: 0.0378, s2.acc: 94.4362, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1400 +2025-06-26 00:16:39,723 - mmdet - INFO - Epoch [14][1600/7330] lr: 1.000e-04, eta: 1 day, 23:36:40, time: 0.979, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1591, s0.acc: 94.4851, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2307, s1.loss_cls: 0.0735, s1.acc: 94.7773, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1152, s2.loss_cls: 0.0357, s2.acc: 94.7246, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.0966 +2025-06-26 00:17:28,759 - mmdet - INFO - Epoch [14][1650/7330] lr: 1.000e-04, eta: 1 day, 23:35:45, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1706, s0.acc: 94.0188, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2335, s1.loss_cls: 0.0775, s1.acc: 94.4329, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1161, s2.loss_cls: 0.0375, s2.acc: 94.4603, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1376 +2025-06-26 00:18:22,533 - mmdet - INFO - Epoch [14][1700/7330] lr: 1.000e-04, eta: 1 day, 23:34:58, time: 1.075, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1633, s0.acc: 94.2957, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2333, s1.loss_cls: 0.0745, s1.acc: 94.7301, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1165, s2.loss_cls: 0.0366, s2.acc: 94.6068, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0547, loss: 1.1314 +2025-06-26 00:19:22,995 - mmdet - INFO - Epoch [14][1750/7330] lr: 1.000e-04, eta: 1 day, 23:34:22, time: 1.210, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1565, s0.acc: 94.5315, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2251, s1.loss_cls: 0.0718, s1.acc: 94.8087, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1126, s2.loss_cls: 0.0346, s2.acc: 94.8575, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0526, loss: 1.0683 +2025-06-26 00:20:13,491 - mmdet - INFO - Epoch [14][1800/7330] lr: 1.000e-04, eta: 1 day, 23:33:30, time: 1.010, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1649, s0.acc: 94.2390, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2281, s1.loss_cls: 0.0763, s1.acc: 94.5167, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1141, s2.loss_cls: 0.0373, s2.acc: 94.4414, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1187 +2025-06-26 00:21:01,943 - mmdet - INFO - Epoch [14][1850/7330] lr: 1.000e-04, eta: 1 day, 23:32:33, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1585, s0.acc: 94.4858, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2324, s1.loss_cls: 0.0739, s1.acc: 94.7858, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1161, s2.loss_cls: 0.0357, s2.acc: 94.7724, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1020 +2025-06-26 00:21:50,324 - mmdet - INFO - Epoch [14][1900/7330] lr: 1.000e-04, eta: 1 day, 23:31:37, time: 0.968, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1681, s0.acc: 94.1150, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2376, s1.loss_cls: 0.0776, s1.acc: 94.4528, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1184, s2.loss_cls: 0.0375, s2.acc: 94.4312, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1437 +2025-06-26 00:22:38,260 - mmdet - INFO - Epoch [14][1950/7330] lr: 1.000e-04, eta: 1 day, 23:30:40, time: 0.959, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1666, s0.acc: 94.2676, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2329, s1.loss_cls: 0.0762, s1.acc: 94.5820, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1157, s2.loss_cls: 0.0366, s2.acc: 94.6469, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1098 +2025-06-26 00:23:26,739 - mmdet - INFO - Epoch [14][2000/7330] lr: 1.000e-04, eta: 1 day, 23:29:44, time: 0.969, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1675, s0.acc: 94.2231, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2322, s1.loss_cls: 0.0780, s1.acc: 94.4241, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1144, s2.loss_cls: 0.0379, s2.acc: 94.4639, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1246 +2025-06-26 00:24:14,573 - mmdet - INFO - Epoch [14][2050/7330] lr: 1.000e-04, eta: 1 day, 23:28:46, time: 0.957, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1537, s0.acc: 94.6694, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2233, s1.loss_cls: 0.0702, s1.acc: 95.0427, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1124, s2.loss_cls: 0.0347, s2.acc: 94.9910, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.0526 +2025-06-26 00:25:07,484 - mmdet - INFO - Epoch [14][2100/7330] lr: 1.000e-04, eta: 1 day, 23:27:58, time: 1.058, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1665, s0.acc: 94.1445, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2313, s1.loss_cls: 0.0773, s1.acc: 94.4102, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1148, s2.loss_cls: 0.0374, s2.acc: 94.4009, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1218 +2025-06-26 00:26:11,431 - mmdet - INFO - Epoch [14][2150/7330] lr: 1.000e-04, eta: 1 day, 23:27:28, time: 1.279, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1617, s0.acc: 94.3884, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2328, s1.loss_cls: 0.0749, s1.acc: 94.6478, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1148, s2.loss_cls: 0.0363, s2.acc: 94.7585, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0544, loss: 1.1104 +2025-06-26 00:27:01,901 - mmdet - INFO - Epoch [14][2200/7330] lr: 1.000e-04, eta: 1 day, 23:26:35, time: 1.009, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1627, s0.acc: 94.2893, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2365, s1.loss_cls: 0.0749, s1.acc: 94.6568, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1167, s2.loss_cls: 0.0360, s2.acc: 94.7572, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1134 +2025-06-26 00:27:50,365 - mmdet - INFO - Epoch [14][2250/7330] lr: 1.000e-04, eta: 1 day, 23:25:39, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1660, s0.acc: 94.1360, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2321, s1.loss_cls: 0.0770, s1.acc: 94.4171, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1147, s2.loss_cls: 0.0376, s2.acc: 94.4471, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1235 +2025-06-26 00:28:38,979 - mmdet - INFO - Epoch [14][2300/7330] lr: 1.000e-04, eta: 1 day, 23:24:43, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1676, s0.acc: 94.1763, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2241, s1.loss_cls: 0.0772, s1.acc: 94.5029, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1120, s2.loss_cls: 0.0378, s2.acc: 94.4821, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1103 +2025-06-26 00:29:27,604 - mmdet - INFO - Epoch [14][2350/7330] lr: 1.000e-04, eta: 1 day, 23:23:47, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1628, s0.acc: 94.3931, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2316, s1.loss_cls: 0.0742, s1.acc: 94.7893, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.7951, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1074 +2025-06-26 00:30:16,104 - mmdet - INFO - Epoch [14][2400/7330] lr: 1.000e-04, eta: 1 day, 23:22:51, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1664, s0.acc: 94.2378, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2316, s1.loss_cls: 0.0770, s1.acc: 94.4980, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1159, s2.loss_cls: 0.0375, s2.acc: 94.4241, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0545, loss: 1.1391 +2025-06-26 00:31:05,098 - mmdet - INFO - Epoch [14][2450/7330] lr: 1.000e-04, eta: 1 day, 23:21:56, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1694, s0.acc: 94.0938, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2288, s1.loss_cls: 0.0789, s1.acc: 94.3079, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1143, s2.loss_cls: 0.0391, s2.acc: 94.3067, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0537, loss: 1.1307 +2025-06-26 00:31:57,201 - mmdet - INFO - Epoch [14][2500/7330] lr: 1.000e-04, eta: 1 day, 23:21:06, time: 1.041, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1634, s0.acc: 94.2288, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2328, s1.loss_cls: 0.0760, s1.acc: 94.4948, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1145, s2.loss_cls: 0.0368, s2.acc: 94.4423, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1242 +2025-06-26 00:32:52,672 - mmdet - INFO - Epoch [14][2550/7330] lr: 1.000e-04, eta: 1 day, 23:20:22, time: 1.110, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1702, s0.acc: 94.0981, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2344, s1.loss_cls: 0.0802, s1.acc: 94.1947, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1157, s2.loss_cls: 0.0392, s2.acc: 94.1478, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1402 +2025-06-26 00:33:51,859 - mmdet - INFO - Epoch [14][2600/7330] lr: 1.000e-04, eta: 1 day, 23:19:44, time: 1.184, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1722, s0.acc: 93.9031, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2321, s1.loss_cls: 0.0812, s1.acc: 94.0977, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1161, s2.loss_cls: 0.0400, s2.acc: 94.0289, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1527 +2025-06-26 00:34:42,201 - mmdet - INFO - Epoch [14][2650/7330] lr: 1.000e-04, eta: 1 day, 23:18:51, time: 1.007, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1628, s0.acc: 94.2566, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2331, s1.loss_cls: 0.0764, s1.acc: 94.4971, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1163, s2.loss_cls: 0.0373, s2.acc: 94.4052, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1135 +2025-06-26 00:35:29,936 - mmdet - INFO - Epoch [14][2700/7330] lr: 1.000e-04, eta: 1 day, 23:17:53, time: 0.955, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1564, s0.acc: 94.5266, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2229, s1.loss_cls: 0.0737, s1.acc: 94.6812, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1126, s2.loss_cls: 0.0360, s2.acc: 94.6401, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0739 +2025-06-26 00:36:18,176 - mmdet - INFO - Epoch [14][2750/7330] lr: 1.000e-04, eta: 1 day, 23:16:57, time: 0.965, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1692, s0.acc: 94.0859, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2331, s1.loss_cls: 0.0794, s1.acc: 94.2939, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1143, s2.loss_cls: 0.0384, s2.acc: 94.3232, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.1289 +2025-06-26 00:37:06,660 - mmdet - INFO - Epoch [14][2800/7330] lr: 1.000e-04, eta: 1 day, 23:16:01, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1709, s0.acc: 93.9424, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2430, s1.loss_cls: 0.0782, s1.acc: 94.2880, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1195, s2.loss_cls: 0.0384, s2.acc: 94.2616, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0560, loss: 1.1740 +2025-06-26 00:37:54,887 - mmdet - INFO - Epoch [14][2850/7330] lr: 1.000e-04, eta: 1 day, 23:15:04, time: 0.965, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1693, s0.acc: 94.0674, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2364, s1.loss_cls: 0.0783, s1.acc: 94.3943, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1172, s2.loss_cls: 0.0383, s2.acc: 94.3243, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0549, loss: 1.1499 +2025-06-26 00:38:43,743 - mmdet - INFO - Epoch [14][2900/7330] lr: 1.000e-04, eta: 1 day, 23:14:09, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1641, s0.acc: 94.2791, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2283, s1.loss_cls: 0.0750, s1.acc: 94.6561, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1122, s2.loss_cls: 0.0363, s2.acc: 94.6493, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.1075 +2025-06-26 00:39:38,078 - mmdet - INFO - Epoch [14][2950/7330] lr: 1.000e-04, eta: 1 day, 23:13:22, time: 1.086, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1629, s0.acc: 94.3594, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2314, s1.loss_cls: 0.0752, s1.acc: 94.7102, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1150, s2.loss_cls: 0.0368, s2.acc: 94.6783, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.0984 +2025-06-26 00:40:38,473 - mmdet - INFO - Epoch [14][3000/7330] lr: 1.000e-04, eta: 1 day, 23:12:46, time: 1.208, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1536, s0.acc: 94.5972, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2266, s1.loss_cls: 0.0707, s1.acc: 94.9147, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1136, s2.loss_cls: 0.0353, s2.acc: 94.7021, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.0790 +2025-06-26 00:41:29,203 - mmdet - INFO - Epoch [14][3050/7330] lr: 1.000e-04, eta: 1 day, 23:11:54, time: 1.015, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1640, s0.acc: 94.2515, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2351, s1.loss_cls: 0.0756, s1.acc: 94.5829, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1172, s2.loss_cls: 0.0372, s2.acc: 94.5617, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.1191 +2025-06-26 00:42:17,549 - mmdet - INFO - Epoch [14][3100/7330] lr: 1.000e-04, eta: 1 day, 23:10:58, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1641, s0.acc: 94.3484, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2327, s1.loss_cls: 0.0763, s1.acc: 94.5925, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1142, s2.loss_cls: 0.0371, s2.acc: 94.4860, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1160 +2025-06-26 00:43:05,926 - mmdet - INFO - Epoch [14][3150/7330] lr: 1.000e-04, eta: 1 day, 23:10:01, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1635, s0.acc: 94.3826, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2300, s1.loss_cls: 0.0769, s1.acc: 94.5844, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1155, s2.loss_cls: 0.0377, s2.acc: 94.5208, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1041 +2025-06-26 00:43:54,795 - mmdet - INFO - Epoch [14][3200/7330] lr: 1.000e-04, eta: 1 day, 23:09:06, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1789, s0.acc: 93.7966, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2396, s1.loss_cls: 0.0815, s1.acc: 94.1963, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1178, s2.loss_cls: 0.0395, s2.acc: 94.1666, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0550, loss: 1.1800 +2025-06-26 00:44:43,156 - mmdet - INFO - Epoch [14][3250/7330] lr: 1.000e-04, eta: 1 day, 23:08:10, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1631, s0.acc: 94.3167, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2304, s1.loss_cls: 0.0762, s1.acc: 94.5691, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1138, s2.loss_cls: 0.0371, s2.acc: 94.5040, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.1080 +2025-06-26 00:45:31,704 - mmdet - INFO - Epoch [14][3300/7330] lr: 1.000e-04, eta: 1 day, 23:07:14, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1605, s0.acc: 94.3037, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2339, s1.loss_cls: 0.0747, s1.acc: 94.6114, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1169, s2.loss_cls: 0.0363, s2.acc: 94.6820, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1214 +2025-06-26 00:46:24,553 - mmdet - INFO - Epoch [14][3350/7330] lr: 1.000e-04, eta: 1 day, 23:06:25, time: 1.057, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1609, s0.acc: 94.3848, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2338, s1.loss_cls: 0.0754, s1.acc: 94.5602, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1166, s2.loss_cls: 0.0360, s2.acc: 94.6197, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0550, loss: 1.1105 +2025-06-26 00:47:28,876 - mmdet - INFO - Epoch [14][3400/7330] lr: 1.000e-04, eta: 1 day, 23:05:55, time: 1.286, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1548, s0.acc: 94.5632, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2296, s1.loss_cls: 0.0712, s1.acc: 94.8831, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1142, s2.loss_cls: 0.0348, s2.acc: 94.8931, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.0861 +2025-06-26 00:48:19,132 - mmdet - INFO - Epoch [14][3450/7330] lr: 1.000e-04, eta: 1 day, 23:05:02, time: 1.005, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1583, s0.acc: 94.4299, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2346, s1.loss_cls: 0.0727, s1.acc: 94.6891, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1168, s2.loss_cls: 0.0354, s2.acc: 94.6446, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0551, loss: 1.0969 +2025-06-26 00:49:07,490 - mmdet - INFO - Epoch [14][3500/7330] lr: 1.000e-04, eta: 1 day, 23:04:06, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1585, s0.acc: 94.4961, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2302, s1.loss_cls: 0.0727, s1.acc: 94.8941, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1130, s2.loss_cls: 0.0353, s2.acc: 94.7479, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0887 +2025-06-26 00:49:55,712 - mmdet - INFO - Epoch [14][3550/7330] lr: 1.000e-04, eta: 1 day, 23:03:10, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1669, s0.acc: 94.2803, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2319, s1.loss_cls: 0.0773, s1.acc: 94.5421, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1149, s2.loss_cls: 0.0370, s2.acc: 94.5809, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1257 +2025-06-26 00:50:44,145 - mmdet - INFO - Epoch [14][3600/7330] lr: 1.000e-04, eta: 1 day, 23:02:14, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1630, s0.acc: 94.3120, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2303, s1.loss_cls: 0.0761, s1.acc: 94.5673, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1151, s2.loss_cls: 0.0371, s2.acc: 94.5635, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1073 +2025-06-26 00:51:32,344 - mmdet - INFO - Epoch [14][3650/7330] lr: 1.000e-04, eta: 1 day, 23:01:17, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1621, s0.acc: 94.3623, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2300, s1.loss_cls: 0.0743, s1.acc: 94.6464, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1140, s2.loss_cls: 0.0358, s2.acc: 94.6450, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1063 +2025-06-26 00:52:20,858 - mmdet - INFO - Epoch [14][3700/7330] lr: 1.000e-04, eta: 1 day, 23:00:21, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1708, s0.acc: 94.0239, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2388, s1.loss_cls: 0.0796, s1.acc: 94.3000, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1176, s2.loss_cls: 0.0391, s2.acc: 94.2930, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1451 +2025-06-26 00:53:11,297 - mmdet - INFO - Epoch [14][3750/7330] lr: 1.000e-04, eta: 1 day, 22:59:28, time: 1.009, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1633, s0.acc: 94.2810, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2314, s1.loss_cls: 0.0764, s1.acc: 94.4491, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1154, s2.loss_cls: 0.0375, s2.acc: 94.4188, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.1102 +2025-06-26 00:54:06,801 - mmdet - INFO - Epoch [14][3800/7330] lr: 1.000e-04, eta: 1 day, 22:58:44, time: 1.110, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1669, s0.acc: 94.2700, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2392, s1.loss_cls: 0.0761, s1.acc: 94.5800, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1170, s2.loss_cls: 0.0371, s2.acc: 94.6302, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0553, loss: 1.1331 +2025-06-26 00:55:02,510 - mmdet - INFO - Epoch [14][3850/7330] lr: 1.000e-04, eta: 1 day, 22:58:00, time: 1.114, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1564, s0.acc: 94.5562, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2339, s1.loss_cls: 0.0728, s1.acc: 94.7836, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1167, s2.loss_cls: 0.0355, s2.acc: 94.7360, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0550, loss: 1.0869 +2025-06-26 00:55:52,585 - mmdet - INFO - Epoch [14][3900/7330] lr: 1.000e-04, eta: 1 day, 22:57:06, time: 1.002, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1558, s0.acc: 94.4780, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2367, s1.loss_cls: 0.0725, s1.acc: 94.7156, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1177, s2.loss_cls: 0.0358, s2.acc: 94.7594, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0549, loss: 1.0948 +2025-06-26 00:56:41,519 - mmdet - INFO - Epoch [14][3950/7330] lr: 1.000e-04, eta: 1 day, 22:56:11, time: 0.979, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1734, s0.acc: 94.0291, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2345, s1.loss_cls: 0.0797, s1.acc: 94.3040, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1176, s2.loss_cls: 0.0390, s2.acc: 94.2153, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0559, loss: 1.1597 +2025-06-26 00:57:30,131 - mmdet - INFO - Epoch [14][4000/7330] lr: 1.000e-04, eta: 1 day, 22:55:15, time: 0.972, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1698, s0.acc: 94.0391, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2344, s1.loss_cls: 0.0776, s1.acc: 94.3594, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1160, s2.loss_cls: 0.0382, s2.acc: 94.3987, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0543, loss: 1.1398 +2025-06-26 00:58:18,129 - mmdet - INFO - Epoch [14][4050/7330] lr: 1.000e-04, eta: 1 day, 22:54:19, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1555, s0.acc: 94.5886, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2260, s1.loss_cls: 0.0717, s1.acc: 94.9297, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1125, s2.loss_cls: 0.0350, s2.acc: 94.8648, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0531, loss: 1.0699 +2025-06-26 00:59:06,701 - mmdet - INFO - Epoch [14][4100/7330] lr: 1.000e-04, eta: 1 day, 22:53:23, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1636, s0.acc: 94.2571, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2318, s1.loss_cls: 0.0758, s1.acc: 94.5588, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1153, s2.loss_cls: 0.0370, s2.acc: 94.5219, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1217 +2025-06-26 00:59:57,442 - mmdet - INFO - Epoch [14][4150/7330] lr: 1.000e-04, eta: 1 day, 22:52:31, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1560, s0.acc: 94.4678, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2286, s1.loss_cls: 0.0715, s1.acc: 94.8287, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1136, s2.loss_cls: 0.0353, s2.acc: 94.7530, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.0807 +2025-06-26 01:00:48,084 - mmdet - INFO - Epoch [14][4200/7330] lr: 1.000e-04, eta: 1 day, 22:51:38, time: 1.013, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1694, s0.acc: 94.0520, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2375, s1.loss_cls: 0.0780, s1.acc: 94.3726, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1177, s2.loss_cls: 0.0379, s2.acc: 94.3842, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0553, loss: 1.1458 +2025-06-26 01:01:48,463 - mmdet - INFO - Epoch [14][4250/7330] lr: 1.000e-04, eta: 1 day, 22:51:02, time: 1.208, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1674, s0.acc: 94.1592, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2298, s1.loss_cls: 0.0768, s1.acc: 94.4322, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1136, s2.loss_cls: 0.0369, s2.acc: 94.4619, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1185 +2025-06-26 01:02:38,908 - mmdet - INFO - Epoch [14][4300/7330] lr: 1.000e-04, eta: 1 day, 22:50:09, time: 1.009, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1601, s0.acc: 94.4001, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2314, s1.loss_cls: 0.0741, s1.acc: 94.7266, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1144, s2.loss_cls: 0.0356, s2.acc: 94.7254, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0966 +2025-06-26 01:03:27,576 - mmdet - INFO - Epoch [14][4350/7330] lr: 1.000e-04, eta: 1 day, 22:49:13, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1645, s0.acc: 94.1267, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2353, s1.loss_cls: 0.0770, s1.acc: 94.3801, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1167, s2.loss_cls: 0.0375, s2.acc: 94.3903, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0549, loss: 1.1302 +2025-06-26 01:04:16,313 - mmdet - INFO - Epoch [14][4400/7330] lr: 1.000e-04, eta: 1 day, 22:48:18, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1706, s0.acc: 94.0117, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2283, s1.loss_cls: 0.0806, s1.acc: 94.1621, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1139, s2.loss_cls: 0.0393, s2.acc: 94.2767, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0538, loss: 1.1401 +2025-06-26 01:05:04,316 - mmdet - INFO - Epoch [14][4450/7330] lr: 1.000e-04, eta: 1 day, 22:47:21, time: 0.960, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1586, s0.acc: 94.4741, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2212, s1.loss_cls: 0.0738, s1.acc: 94.7194, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1116, s2.loss_cls: 0.0365, s2.acc: 94.6428, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0532, loss: 1.0693 +2025-06-26 01:05:52,316 - mmdet - INFO - Epoch [14][4500/7330] lr: 1.000e-04, eta: 1 day, 22:46:24, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1632, s0.acc: 94.2830, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2303, s1.loss_cls: 0.0763, s1.acc: 94.5277, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1144, s2.loss_cls: 0.0367, s2.acc: 94.4857, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0539, loss: 1.0987 +2025-06-26 01:06:40,566 - mmdet - INFO - Epoch [14][4550/7330] lr: 1.000e-04, eta: 1 day, 22:45:28, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1684, s0.acc: 94.2273, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2350, s1.loss_cls: 0.0776, s1.acc: 94.5599, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1171, s2.loss_cls: 0.0376, s2.acc: 94.5658, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1266 +2025-06-26 01:07:31,715 - mmdet - INFO - Epoch [14][4600/7330] lr: 1.000e-04, eta: 1 day, 22:44:36, time: 1.023, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1688, s0.acc: 94.0947, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2368, s1.loss_cls: 0.0782, s1.acc: 94.3569, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1175, s2.loss_cls: 0.0376, s2.acc: 94.4671, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1425 +2025-06-26 01:08:34,812 - mmdet - INFO - Epoch [14][4650/7330] lr: 1.000e-04, eta: 1 day, 22:44:04, time: 1.262, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1723, s0.acc: 94.1265, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2342, s1.loss_cls: 0.0806, s1.acc: 94.3454, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1163, s2.loss_cls: 0.0393, s2.acc: 94.3383, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1422 +2025-06-26 01:09:25,926 - mmdet - INFO - Epoch [14][4700/7330] lr: 1.000e-04, eta: 1 day, 22:43:13, time: 1.022, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1743, s0.acc: 94.0566, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2363, s1.loss_cls: 0.0812, s1.acc: 94.2887, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1164, s2.loss_cls: 0.0398, s2.acc: 94.2261, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0542, loss: 1.1521 +2025-06-26 01:10:14,386 - mmdet - INFO - Epoch [14][4750/7330] lr: 1.000e-04, eta: 1 day, 22:42:17, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1639, s0.acc: 94.2920, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2300, s1.loss_cls: 0.0748, s1.acc: 94.6531, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1137, s2.loss_cls: 0.0365, s2.acc: 94.5923, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1079 +2025-06-26 01:11:03,484 - mmdet - INFO - Epoch [14][4800/7330] lr: 1.000e-04, eta: 1 day, 22:41:22, time: 0.982, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1632, s0.acc: 94.2517, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2285, s1.loss_cls: 0.0748, s1.acc: 94.5484, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1142, s2.loss_cls: 0.0366, s2.acc: 94.6162, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0536, loss: 1.1103 +2025-06-26 01:11:52,056 - mmdet - INFO - Epoch [14][4850/7330] lr: 1.000e-04, eta: 1 day, 22:40:26, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1541, s0.acc: 94.6450, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2261, s1.loss_cls: 0.0717, s1.acc: 94.9060, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1141, s2.loss_cls: 0.0351, s2.acc: 94.8783, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.0755 +2025-06-26 01:12:40,850 - mmdet - INFO - Epoch [14][4900/7330] lr: 1.000e-04, eta: 1 day, 22:39:31, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1717, s0.acc: 93.9536, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2316, s1.loss_cls: 0.0794, s1.acc: 94.1536, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1153, s2.loss_cls: 0.0388, s2.acc: 94.2191, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0539, loss: 1.1518 +2025-06-26 01:13:28,536 - mmdet - INFO - Epoch [14][4950/7330] lr: 1.000e-04, eta: 1 day, 22:38:33, time: 0.954, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1545, s0.acc: 94.6392, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2308, s1.loss_cls: 0.0715, s1.acc: 94.8604, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1151, s2.loss_cls: 0.0349, s2.acc: 94.8448, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0544, loss: 1.0773 +2025-06-26 01:14:19,140 - mmdet - INFO - Epoch [14][5000/7330] lr: 1.000e-04, eta: 1 day, 22:37:41, time: 1.012, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1665, s0.acc: 94.1753, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2335, s1.loss_cls: 0.0768, s1.acc: 94.5081, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1157, s2.loss_cls: 0.0369, s2.acc: 94.5763, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1282 +2025-06-26 01:15:17,460 - mmdet - INFO - Epoch [14][5050/7330] lr: 1.000e-04, eta: 1 day, 22:37:01, time: 1.166, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1738, s0.acc: 94.1001, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2328, s1.loss_cls: 0.0804, s1.acc: 94.3618, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.3911, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0543, loss: 1.1476 +2025-06-26 01:16:12,735 - mmdet - INFO - Epoch [14][5100/7330] lr: 1.000e-04, eta: 1 day, 22:36:16, time: 1.106, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1601, s0.acc: 94.3601, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2271, s1.loss_cls: 0.0736, s1.acc: 94.6166, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1127, s2.loss_cls: 0.0361, s2.acc: 94.5901, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0530, loss: 1.0959 +2025-06-26 01:17:00,980 - mmdet - INFO - Epoch [14][5150/7330] lr: 1.000e-04, eta: 1 day, 22:35:20, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1620, s0.acc: 94.4685, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2274, s1.loss_cls: 0.0739, s1.acc: 94.8013, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.6875, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0899 +2025-06-26 01:17:49,615 - mmdet - INFO - Epoch [14][5200/7330] lr: 1.000e-04, eta: 1 day, 22:34:24, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1668, s0.acc: 94.2744, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2321, s1.loss_cls: 0.0768, s1.acc: 94.5720, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1153, s2.loss_cls: 0.0369, s2.acc: 94.5215, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1191 +2025-06-26 01:18:38,216 - mmdet - INFO - Epoch [14][5250/7330] lr: 1.000e-04, eta: 1 day, 22:33:29, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1638, s0.acc: 94.2046, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2358, s1.loss_cls: 0.0772, s1.acc: 94.3837, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1178, s2.loss_cls: 0.0377, s2.acc: 94.3628, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0554, loss: 1.1273 +2025-06-26 01:19:26,471 - mmdet - INFO - Epoch [14][5300/7330] lr: 1.000e-04, eta: 1 day, 22:32:32, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1648, s0.acc: 94.3105, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2283, s1.loss_cls: 0.0753, s1.acc: 94.6407, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.6228, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.1157 +2025-06-26 01:20:14,761 - mmdet - INFO - Epoch [14][5350/7330] lr: 1.000e-04, eta: 1 day, 22:31:36, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1613, s0.acc: 94.3179, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2346, s1.loss_cls: 0.0741, s1.acc: 94.6680, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1156, s2.loss_cls: 0.0362, s2.acc: 94.5994, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0544, loss: 1.1157 +2025-06-26 01:21:05,301 - mmdet - INFO - Epoch [14][5400/7330] lr: 1.000e-04, eta: 1 day, 22:30:44, time: 1.011, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1578, s0.acc: 94.4041, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2337, s1.loss_cls: 0.0734, s1.acc: 94.6906, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1167, s2.loss_cls: 0.0365, s2.acc: 94.5359, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1008 +2025-06-26 01:21:59,029 - mmdet - INFO - Epoch [14][5450/7330] lr: 1.000e-04, eta: 1 day, 22:29:56, time: 1.075, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1707, s0.acc: 94.1985, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2340, s1.loss_cls: 0.0785, s1.acc: 94.5059, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0382, s2.acc: 94.5028, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1279 +2025-06-26 01:22:59,270 - mmdet - INFO - Epoch [14][5500/7330] lr: 1.000e-04, eta: 1 day, 22:29:19, time: 1.205, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1606, s0.acc: 94.3950, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2328, s1.loss_cls: 0.0744, s1.acc: 94.6891, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1166, s2.loss_cls: 0.0355, s2.acc: 94.7836, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.1012 +2025-06-26 01:23:50,125 - mmdet - INFO - Epoch [14][5550/7330] lr: 1.000e-04, eta: 1 day, 22:28:27, time: 1.017, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1648, s0.acc: 94.4429, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2288, s1.loss_cls: 0.0769, s1.acc: 94.6458, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1137, s2.loss_cls: 0.0370, s2.acc: 94.6901, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0539, loss: 1.1021 +2025-06-26 01:24:38,383 - mmdet - INFO - Epoch [14][5600/7330] lr: 1.000e-04, eta: 1 day, 22:27:31, time: 0.965, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1567, s0.acc: 94.5591, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2221, s1.loss_cls: 0.0732, s1.acc: 94.7775, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1115, s2.loss_cls: 0.0360, s2.acc: 94.7721, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0703 +2025-06-26 01:25:27,283 - mmdet - INFO - Epoch [14][5650/7330] lr: 1.000e-04, eta: 1 day, 22:26:36, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1736, s0.acc: 94.0369, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2312, s1.loss_cls: 0.0806, s1.acc: 94.2879, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1146, s2.loss_cls: 0.0389, s2.acc: 94.3831, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1401 +2025-06-26 01:26:16,017 - mmdet - INFO - Epoch [14][5700/7330] lr: 1.000e-04, eta: 1 day, 22:25:40, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1667, s0.acc: 94.2437, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2314, s1.loss_cls: 0.0774, s1.acc: 94.5103, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.5021, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1183 +2025-06-26 01:27:04,266 - mmdet - INFO - Epoch [14][5750/7330] lr: 1.000e-04, eta: 1 day, 22:24:44, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1751, s0.acc: 94.0220, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2371, s1.loss_cls: 0.0808, s1.acc: 94.2482, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1174, s2.loss_cls: 0.0392, s2.acc: 94.2684, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0549, loss: 1.1514 +2025-06-26 01:27:52,957 - mmdet - INFO - Epoch [14][5800/7330] lr: 1.000e-04, eta: 1 day, 22:23:49, time: 0.974, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1632, s0.acc: 94.2729, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2287, s1.loss_cls: 0.0753, s1.acc: 94.5370, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1132, s2.loss_cls: 0.0365, s2.acc: 94.5707, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0528, loss: 1.1010 +2025-06-26 01:28:44,292 - mmdet - INFO - Epoch [14][5850/7330] lr: 1.000e-04, eta: 1 day, 22:22:57, time: 1.027, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1810, s0.acc: 93.7527, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2333, s1.loss_cls: 0.0848, s1.acc: 94.0537, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1149, s2.loss_cls: 0.0408, s2.acc: 94.0863, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0539, loss: 1.1678 +2025-06-26 01:29:48,612 - mmdet - INFO - Epoch [14][5900/7330] lr: 1.000e-04, eta: 1 day, 22:22:27, time: 1.286, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1678, s0.acc: 94.2056, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2358, s1.loss_cls: 0.0770, s1.acc: 94.5558, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1160, s2.loss_cls: 0.0374, s2.acc: 94.5888, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1321 +2025-06-26 01:30:39,867 - mmdet - INFO - Epoch [14][5950/7330] lr: 1.000e-04, eta: 1 day, 22:21:36, time: 1.025, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1700, s0.acc: 94.1729, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2262, s1.loss_cls: 0.0777, s1.acc: 94.4612, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1134, s2.loss_cls: 0.0376, s2.acc: 94.5495, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1247 +2025-06-26 01:31:28,456 - mmdet - INFO - Epoch [14][6000/7330] lr: 1.000e-04, eta: 1 day, 22:20:40, time: 0.972, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1685, s0.acc: 94.0806, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2407, s1.loss_cls: 0.0787, s1.acc: 94.3291, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1182, s2.loss_cls: 0.0381, s2.acc: 94.3687, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0555, loss: 1.1440 +2025-06-26 01:32:17,344 - mmdet - INFO - Epoch [14][6050/7330] lr: 1.000e-04, eta: 1 day, 22:19:45, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1734, s0.acc: 93.9639, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2342, s1.loss_cls: 0.0804, s1.acc: 94.2800, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1150, s2.loss_cls: 0.0391, s2.acc: 94.2893, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1476 +2025-06-26 01:33:06,057 - mmdet - INFO - Epoch [14][6100/7330] lr: 1.000e-04, eta: 1 day, 22:18:49, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1627, s0.acc: 94.3923, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2322, s1.loss_cls: 0.0758, s1.acc: 94.6717, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1161, s2.loss_cls: 0.0374, s2.acc: 94.5469, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1090 +2025-06-26 01:33:54,858 - mmdet - INFO - Epoch [14][6150/7330] lr: 1.000e-04, eta: 1 day, 22:17:54, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1717, s0.acc: 93.9744, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2348, s1.loss_cls: 0.0797, s1.acc: 94.2304, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1167, s2.loss_cls: 0.0389, s2.acc: 94.2667, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1471 +2025-06-26 01:34:43,457 - mmdet - INFO - Epoch [14][6200/7330] lr: 1.000e-04, eta: 1 day, 22:16:58, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1691, s0.acc: 94.1960, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2291, s1.loss_cls: 0.0784, s1.acc: 94.4172, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1139, s2.loss_cls: 0.0380, s2.acc: 94.5654, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1234 +2025-06-26 01:35:35,881 - mmdet - INFO - Epoch [14][6250/7330] lr: 1.000e-04, eta: 1 day, 22:16:09, time: 1.049, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1620, s0.acc: 94.3223, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2343, s1.loss_cls: 0.0750, s1.acc: 94.5846, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1163, s2.loss_cls: 0.0368, s2.acc: 94.5697, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1177 +2025-06-26 01:36:36,690 - mmdet - INFO - Epoch [14][6300/7330] lr: 1.000e-04, eta: 1 day, 22:15:33, time: 1.216, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1658, s0.acc: 94.1890, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2279, s1.loss_cls: 0.0766, s1.acc: 94.4425, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1129, s2.loss_cls: 0.0372, s2.acc: 94.4635, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1123 +2025-06-26 01:37:32,707 - mmdet - INFO - Epoch [14][6350/7330] lr: 1.000e-04, eta: 1 day, 22:14:49, time: 1.120, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1705, s0.acc: 94.0437, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2376, s1.loss_cls: 0.0786, s1.acc: 94.3607, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1191, s2.loss_cls: 0.0388, s2.acc: 94.2487, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0563, loss: 1.1521 +2025-06-26 01:38:21,149 - mmdet - INFO - Epoch [14][6400/7330] lr: 1.000e-04, eta: 1 day, 22:13:53, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1685, s0.acc: 94.1362, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2345, s1.loss_cls: 0.0792, s1.acc: 94.3438, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1163, s2.loss_cls: 0.0383, s2.acc: 94.3303, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1410 +2025-06-26 01:39:10,143 - mmdet - INFO - Epoch [14][6450/7330] lr: 1.000e-04, eta: 1 day, 22:12:58, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1684, s0.acc: 94.1399, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2297, s1.loss_cls: 0.0777, s1.acc: 94.4435, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1142, s2.loss_cls: 0.0376, s2.acc: 94.5156, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1343 +2025-06-26 01:39:59,292 - mmdet - INFO - Epoch [14][6500/7330] lr: 1.000e-04, eta: 1 day, 22:12:03, time: 0.983, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1768, s0.acc: 93.8003, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2329, s1.loss_cls: 0.0818, s1.acc: 94.1628, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1141, s2.loss_cls: 0.0395, s2.acc: 94.0297, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0534, loss: 1.1600 +2025-06-26 01:40:48,057 - mmdet - INFO - Epoch [14][6550/7330] lr: 1.000e-04, eta: 1 day, 22:11:08, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1705, s0.acc: 94.0540, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2318, s1.loss_cls: 0.0804, s1.acc: 94.2594, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1161, s2.loss_cls: 0.0390, s2.acc: 94.3179, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1343 +2025-06-26 01:41:36,590 - mmdet - INFO - Epoch [14][6600/7330] lr: 1.000e-04, eta: 1 day, 22:10:12, time: 0.971, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1803, s0.acc: 93.7874, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2387, s1.loss_cls: 0.0833, s1.acc: 94.0602, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1161, s2.loss_cls: 0.0405, s2.acc: 94.0702, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0543, loss: 1.1819 +2025-06-26 01:42:28,609 - mmdet - INFO - Epoch [14][6650/7330] lr: 1.000e-04, eta: 1 day, 22:09:22, time: 1.040, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1699, s0.acc: 94.0723, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2304, s1.loss_cls: 0.0783, s1.acc: 94.3848, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1153, s2.loss_cls: 0.0382, s2.acc: 94.4188, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0545, loss: 1.1397 +2025-06-26 01:43:21,597 - mmdet - INFO - Epoch [14][6700/7330] lr: 1.000e-04, eta: 1 day, 22:08:33, time: 1.060, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1632, s0.acc: 94.4502, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2350, s1.loss_cls: 0.0750, s1.acc: 94.6975, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1164, s2.loss_cls: 0.0366, s2.acc: 94.6855, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0546, loss: 1.1129 +2025-06-26 01:44:20,433 - mmdet - INFO - Epoch [14][6750/7330] lr: 1.000e-04, eta: 1 day, 22:07:54, time: 1.177, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1698, s0.acc: 94.0742, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2340, s1.loss_cls: 0.0772, s1.acc: 94.5248, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1164, s2.loss_cls: 0.0376, s2.acc: 94.6211, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1291 +2025-06-26 01:45:11,994 - mmdet - INFO - Epoch [14][6800/7330] lr: 1.000e-04, eta: 1 day, 22:07:03, time: 1.031, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1717, s0.acc: 93.9858, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2341, s1.loss_cls: 0.0792, s1.acc: 94.2739, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1166, s2.loss_cls: 0.0386, s2.acc: 94.2793, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1464 +2025-06-26 01:46:00,224 - mmdet - INFO - Epoch [14][6850/7330] lr: 1.000e-04, eta: 1 day, 22:06:07, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1706, s0.acc: 94.0989, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2381, s1.loss_cls: 0.0801, s1.acc: 94.3132, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1176, s2.loss_cls: 0.0388, s2.acc: 94.3197, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1424 +2025-06-26 01:46:48,999 - mmdet - INFO - Epoch [14][6900/7330] lr: 1.000e-04, eta: 1 day, 22:05:12, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1637, s0.acc: 94.1960, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2247, s1.loss_cls: 0.0771, s1.acc: 94.3567, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1126, s2.loss_cls: 0.0373, s2.acc: 94.3979, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0988 +2025-06-26 01:47:37,701 - mmdet - INFO - Epoch [14][6950/7330] lr: 1.000e-04, eta: 1 day, 22:04:16, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1738, s0.acc: 93.9717, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2377, s1.loss_cls: 0.0815, s1.acc: 94.2114, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1185, s2.loss_cls: 0.0396, s2.acc: 94.2725, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0556, loss: 1.1566 +2025-06-26 01:48:26,092 - mmdet - INFO - Epoch [14][7000/7330] lr: 1.000e-04, eta: 1 day, 22:03:20, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1751, s0.acc: 93.9233, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2321, s1.loss_cls: 0.0821, s1.acc: 94.2082, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1158, s2.loss_cls: 0.0395, s2.acc: 94.1556, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1542 +2025-06-26 01:49:14,752 - mmdet - INFO - Epoch [14][7050/7330] lr: 1.000e-04, eta: 1 day, 22:02:25, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1662, s0.acc: 94.2869, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2309, s1.loss_cls: 0.0767, s1.acc: 94.4912, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1139, s2.loss_cls: 0.0375, s2.acc: 94.4877, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.1140 +2025-06-26 01:50:06,215 - mmdet - INFO - Epoch [14][7100/7330] lr: 1.000e-04, eta: 1 day, 22:01:34, time: 1.029, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1659, s0.acc: 94.1455, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2275, s1.loss_cls: 0.0775, s1.acc: 94.2871, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1133, s2.loss_cls: 0.0383, s2.acc: 94.2967, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1155 +2025-06-26 01:51:09,230 - mmdet - INFO - Epoch [14][7150/7330] lr: 1.000e-04, eta: 1 day, 22:01:01, time: 1.260, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1681, s0.acc: 94.1687, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2294, s1.loss_cls: 0.0775, s1.acc: 94.4941, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1147, s2.loss_cls: 0.0378, s2.acc: 94.4553, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1240 +2025-06-26 01:51:59,898 - mmdet - INFO - Epoch [14][7200/7330] lr: 1.000e-04, eta: 1 day, 22:00:09, time: 1.013, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1735, s0.acc: 94.0669, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2393, s1.loss_cls: 0.0798, s1.acc: 94.3463, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1185, s2.loss_cls: 0.0393, s2.acc: 94.2861, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0556, loss: 1.1555 +2025-06-26 01:52:47,737 - mmdet - INFO - Epoch [14][7250/7330] lr: 1.000e-04, eta: 1 day, 21:59:12, time: 0.957, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1596, s0.acc: 94.5095, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2325, s1.loss_cls: 0.0743, s1.acc: 94.7984, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1159, s2.loss_cls: 0.0360, s2.acc: 94.8110, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0547, loss: 1.0951 +2025-06-26 01:53:36,080 - mmdet - INFO - Epoch [14][7300/7330] lr: 1.000e-04, eta: 1 day, 21:58:16, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1655, s0.acc: 94.2612, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2330, s1.loss_cls: 0.0773, s1.acc: 94.5457, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1147, s2.loss_cls: 0.0377, s2.acc: 94.5529, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0535, loss: 1.1202 +2025-06-26 01:54:14,339 - mmdet - INFO - Saving checkpoint at 14 epochs +2025-06-26 01:57:27,822 - mmdet - INFO - Evaluating bbox... +2025-06-26 01:58:01,395 - mmdet - INFO - Evaluating segm... +2025-06-26 01:58:37,497 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 01:58:37,497 - mmdet - INFO - Epoch(val) [14][7330] bbox_mAP: 0.4670, bbox_mAP_50: 0.6570, bbox_mAP_75: 0.5080, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.5020, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.467 0.657 0.508 0.304 0.502 0.613, segm_mAP: 0.4020, segm_mAP_50: 0.6290, segm_mAP_75: 0.4320, segm_mAP_s: 0.2460, segm_mAP_m: 0.4370, segm_mAP_l: 0.5500, segm_mAP_copypaste: 0.402 0.629 0.432 0.246 0.437 0.550 +2025-06-26 02:00:44,090 - mmdet - INFO - Epoch [15][50/7330] lr: 1.000e-04, eta: 1 day, 21:58:04, time: 2.532, data_time: 1.502, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1563, s0.acc: 94.5015, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2280, s1.loss_cls: 0.0728, s1.acc: 94.6982, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1134, s2.loss_cls: 0.0352, s2.acc: 94.7608, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0534, loss: 1.0793 +2025-06-26 02:01:36,919 - mmdet - INFO - Epoch [15][100/7330] lr: 1.000e-04, eta: 1 day, 21:57:15, time: 1.056, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1608, s0.acc: 94.3992, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2266, s1.loss_cls: 0.0748, s1.acc: 94.6182, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1120, s2.loss_cls: 0.0362, s2.acc: 94.6694, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0936 +2025-06-26 02:02:41,952 - mmdet - INFO - Epoch [15][150/7330] lr: 1.000e-04, eta: 1 day, 21:56:45, time: 1.301, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.2861, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2308, s1.loss_cls: 0.0753, s1.acc: 94.6211, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1141, s2.loss_cls: 0.0361, s2.acc: 94.6815, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1058 +2025-06-26 02:03:38,395 - mmdet - INFO - Epoch [15][200/7330] lr: 1.000e-04, eta: 1 day, 21:56:02, time: 1.129, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1692, s0.acc: 94.0093, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2378, s1.loss_cls: 0.0783, s1.acc: 94.3011, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1176, s2.loss_cls: 0.0380, s2.acc: 94.2956, s2.loss_bbox: 0.0446, s2.loss_mask: 0.0547, loss: 1.1636 +2025-06-26 02:04:29,105 - mmdet - INFO - Epoch [15][250/7330] lr: 1.000e-04, eta: 1 day, 21:55:09, time: 1.014, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1655, s0.acc: 94.2402, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2344, s1.loss_cls: 0.0767, s1.acc: 94.5677, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1156, s2.loss_cls: 0.0374, s2.acc: 94.5904, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0543, loss: 1.1389 +2025-06-26 02:05:19,784 - mmdet - INFO - Epoch [15][300/7330] lr: 1.000e-04, eta: 1 day, 21:54:17, time: 1.013, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1629, s0.acc: 94.3767, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2313, s1.loss_cls: 0.0746, s1.acc: 94.6561, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1146, s2.loss_cls: 0.0365, s2.acc: 94.6879, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1124 +2025-06-26 02:06:09,570 - mmdet - INFO - Epoch [15][350/7330] lr: 1.000e-04, eta: 1 day, 21:53:23, time: 0.996, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1601, s0.acc: 94.3042, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2287, s1.loss_cls: 0.0742, s1.acc: 94.6445, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1138, s2.loss_cls: 0.0363, s2.acc: 94.5893, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0534, loss: 1.1095 +2025-06-26 02:06:59,583 - mmdet - INFO - Epoch [15][400/7330] lr: 1.000e-04, eta: 1 day, 21:52:30, time: 1.001, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1495, s0.acc: 94.6772, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2227, s1.loss_cls: 0.0699, s1.acc: 94.9191, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1101, s2.loss_cls: 0.0345, s2.acc: 94.9133, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0500 +2025-06-26 02:07:50,422 - mmdet - INFO - Epoch [15][450/7330] lr: 1.000e-04, eta: 1 day, 21:51:38, time: 1.016, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1694, s0.acc: 94.0520, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2347, s1.loss_cls: 0.0783, s1.acc: 94.3357, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1160, s2.loss_cls: 0.0384, s2.acc: 94.3885, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0543, loss: 1.1411 +2025-06-26 02:08:41,070 - mmdet - INFO - Epoch [15][500/7330] lr: 1.000e-04, eta: 1 day, 21:50:45, time: 1.014, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1692, s0.acc: 94.1013, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2289, s1.loss_cls: 0.0776, s1.acc: 94.4290, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1145, s2.loss_cls: 0.0379, s2.acc: 94.4877, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1312 +2025-06-26 02:09:35,851 - mmdet - INFO - Epoch [15][550/7330] lr: 1.000e-04, eta: 1 day, 21:49:59, time: 1.095, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1653, s0.acc: 94.2671, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2320, s1.loss_cls: 0.0758, s1.acc: 94.6750, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1153, s2.loss_cls: 0.0366, s2.acc: 94.6676, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1214 +2025-06-26 02:10:35,313 - mmdet - INFO - Epoch [15][600/7330] lr: 1.000e-04, eta: 1 day, 21:49:20, time: 1.189, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1668, s0.acc: 94.0696, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2375, s1.loss_cls: 0.0779, s1.acc: 94.3004, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1175, s2.loss_cls: 0.0378, s2.acc: 94.3511, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0554, loss: 1.1367 +2025-06-26 02:11:26,962 - mmdet - INFO - Epoch [15][650/7330] lr: 1.000e-04, eta: 1 day, 21:48:30, time: 1.033, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1604, s0.acc: 94.3242, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2302, s1.loss_cls: 0.0742, s1.acc: 94.6324, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1156, s2.loss_cls: 0.0360, s2.acc: 94.6535, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1083 +2025-06-26 02:12:18,901 - mmdet - INFO - Epoch [15][700/7330] lr: 1.000e-04, eta: 1 day, 21:47:39, time: 1.039, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1623, s0.acc: 94.3303, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2294, s1.loss_cls: 0.0745, s1.acc: 94.6547, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.5419, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.1026 +2025-06-26 02:13:08,037 - mmdet - INFO - Epoch [15][750/7330] lr: 1.000e-04, eta: 1 day, 21:46:44, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1576, s0.acc: 94.4321, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2295, s1.loss_cls: 0.0733, s1.acc: 94.7365, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1136, s2.loss_cls: 0.0357, s2.acc: 94.7162, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0869 +2025-06-26 02:13:57,186 - mmdet - INFO - Epoch [15][800/7330] lr: 1.000e-04, eta: 1 day, 21:45:50, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1677, s0.acc: 94.1270, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2316, s1.loss_cls: 0.0773, s1.acc: 94.4230, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1156, s2.loss_cls: 0.0373, s2.acc: 94.4808, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1277 +2025-06-26 02:14:46,670 - mmdet - INFO - Epoch [15][850/7330] lr: 1.000e-04, eta: 1 day, 21:44:56, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1635, s0.acc: 94.2556, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2308, s1.loss_cls: 0.0761, s1.acc: 94.4429, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1148, s2.loss_cls: 0.0374, s2.acc: 94.3807, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0536, loss: 1.1291 +2025-06-26 02:15:35,865 - mmdet - INFO - Epoch [15][900/7330] lr: 1.000e-04, eta: 1 day, 21:44:01, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1617, s0.acc: 94.3108, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2275, s1.loss_cls: 0.0751, s1.acc: 94.5450, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1137, s2.loss_cls: 0.0367, s2.acc: 94.6404, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1066 +2025-06-26 02:16:24,304 - mmdet - INFO - Epoch [15][950/7330] lr: 1.000e-04, eta: 1 day, 21:43:05, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1646, s0.acc: 94.2898, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2288, s1.loss_cls: 0.0765, s1.acc: 94.5131, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1136, s2.loss_cls: 0.0371, s2.acc: 94.5293, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1048 +2025-06-26 02:17:27,700 - mmdet - INFO - Epoch [15][1000/7330] lr: 1.000e-04, eta: 1 day, 21:42:32, time: 1.268, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1573, s0.acc: 94.5583, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2230, s1.loss_cls: 0.0733, s1.acc: 94.7574, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1122, s2.loss_cls: 0.0355, s2.acc: 94.8821, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0755 +2025-06-26 02:18:19,055 - mmdet - INFO - Epoch [15][1050/7330] lr: 1.000e-04, eta: 1 day, 21:41:41, time: 1.027, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1691, s0.acc: 94.1060, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2295, s1.loss_cls: 0.0785, s1.acc: 94.2962, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1148, s2.loss_cls: 0.0386, s2.acc: 94.3176, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1296 +2025-06-26 02:19:09,800 - mmdet - INFO - Epoch [15][1100/7330] lr: 1.000e-04, eta: 1 day, 21:40:49, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1629, s0.acc: 94.4070, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2313, s1.loss_cls: 0.0753, s1.acc: 94.6753, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1147, s2.loss_cls: 0.0364, s2.acc: 94.7084, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.0998 +2025-06-26 02:19:58,729 - mmdet - INFO - Epoch [15][1150/7330] lr: 1.000e-04, eta: 1 day, 21:39:54, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1655, s0.acc: 94.1741, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2318, s1.loss_cls: 0.0761, s1.acc: 94.4967, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.4874, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1203 +2025-06-26 02:20:47,984 - mmdet - INFO - Epoch [15][1200/7330] lr: 1.000e-04, eta: 1 day, 21:38:59, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1618, s0.acc: 94.2593, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2331, s1.loss_cls: 0.0752, s1.acc: 94.5018, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1146, s2.loss_cls: 0.0366, s2.acc: 94.5366, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1171 +2025-06-26 02:21:36,511 - mmdet - INFO - Epoch [15][1250/7330] lr: 1.000e-04, eta: 1 day, 21:38:04, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1622, s0.acc: 94.2886, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2256, s1.loss_cls: 0.0768, s1.acc: 94.4993, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1123, s2.loss_cls: 0.0373, s2.acc: 94.5524, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0933 +2025-06-26 02:22:25,008 - mmdet - INFO - Epoch [15][1300/7330] lr: 1.000e-04, eta: 1 day, 21:37:08, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1702, s0.acc: 94.0151, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2322, s1.loss_cls: 0.0797, s1.acc: 94.3240, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1151, s2.loss_cls: 0.0392, s2.acc: 94.1874, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0540, loss: 1.1332 +2025-06-26 02:23:13,639 - mmdet - INFO - Epoch [15][1350/7330] lr: 1.000e-04, eta: 1 day, 21:36:12, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1629, s0.acc: 94.2463, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2277, s1.loss_cls: 0.0760, s1.acc: 94.4497, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1140, s2.loss_cls: 0.0375, s2.acc: 94.3725, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.1172 +2025-06-26 02:24:16,913 - mmdet - INFO - Epoch [15][1400/7330] lr: 1.000e-04, eta: 1 day, 21:35:39, time: 1.265, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1655, s0.acc: 94.2847, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2358, s1.loss_cls: 0.0769, s1.acc: 94.5242, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1160, s2.loss_cls: 0.0369, s2.acc: 94.5236, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.1225 +2025-06-26 02:25:08,131 - mmdet - INFO - Epoch [15][1450/7330] lr: 1.000e-04, eta: 1 day, 21:34:48, time: 1.025, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1646, s0.acc: 94.2227, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2267, s1.loss_cls: 0.0759, s1.acc: 94.5908, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1123, s2.loss_cls: 0.0372, s2.acc: 94.4813, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.1113 +2025-06-26 02:25:57,009 - mmdet - INFO - Epoch [15][1500/7330] lr: 1.000e-04, eta: 1 day, 21:33:53, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1676, s0.acc: 94.1167, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2313, s1.loss_cls: 0.0768, s1.acc: 94.4121, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1146, s2.loss_cls: 0.0378, s2.acc: 94.3610, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.1190 +2025-06-26 02:26:47,968 - mmdet - INFO - Epoch [15][1550/7330] lr: 1.000e-04, eta: 1 day, 21:33:01, time: 1.019, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1642, s0.acc: 94.2881, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2306, s1.loss_cls: 0.0751, s1.acc: 94.6371, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1159, s2.loss_cls: 0.0367, s2.acc: 94.6144, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1152 +2025-06-26 02:27:36,254 - mmdet - INFO - Epoch [15][1600/7330] lr: 1.000e-04, eta: 1 day, 21:32:05, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1564, s0.acc: 94.5769, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2237, s1.loss_cls: 0.0718, s1.acc: 94.8370, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1118, s2.loss_cls: 0.0353, s2.acc: 94.7463, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0528, loss: 1.0674 +2025-06-26 02:28:24,754 - mmdet - INFO - Epoch [15][1650/7330] lr: 1.000e-04, eta: 1 day, 21:31:09, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1724, s0.acc: 93.9912, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2330, s1.loss_cls: 0.0796, s1.acc: 94.3563, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1153, s2.loss_cls: 0.0385, s2.acc: 94.4004, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0543, loss: 1.1447 +2025-06-26 02:29:13,499 - mmdet - INFO - Epoch [15][1700/7330] lr: 1.000e-04, eta: 1 day, 21:30:14, time: 0.975, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1672, s0.acc: 94.0339, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2296, s1.loss_cls: 0.0772, s1.acc: 94.3234, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1151, s2.loss_cls: 0.0371, s2.acc: 94.4133, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1285 +2025-06-26 02:30:02,386 - mmdet - INFO - Epoch [15][1750/7330] lr: 1.000e-04, eta: 1 day, 21:29:19, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1628, s0.acc: 94.3538, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2293, s1.loss_cls: 0.0755, s1.acc: 94.6930, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1148, s2.loss_cls: 0.0366, s2.acc: 94.6840, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0545, loss: 1.1115 +2025-06-26 02:30:55,692 - mmdet - INFO - Epoch [15][1800/7330] lr: 1.000e-04, eta: 1 day, 21:28:30, time: 1.066, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1692, s0.acc: 94.1045, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2346, s1.loss_cls: 0.0785, s1.acc: 94.3570, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1165, s2.loss_cls: 0.0384, s2.acc: 94.2952, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1278 +2025-06-26 02:31:53,696 - mmdet - INFO - Epoch [15][1850/7330] lr: 1.000e-04, eta: 1 day, 21:27:49, time: 1.160, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1577, s0.acc: 94.5337, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2265, s1.loss_cls: 0.0737, s1.acc: 94.7400, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1128, s2.loss_cls: 0.0362, s2.acc: 94.7460, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0813 +2025-06-26 02:32:44,664 - mmdet - INFO - Epoch [15][1900/7330] lr: 1.000e-04, eta: 1 day, 21:26:57, time: 1.019, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1711, s0.acc: 94.0117, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2336, s1.loss_cls: 0.0801, s1.acc: 94.2325, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1163, s2.loss_cls: 0.0386, s2.acc: 94.2435, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1442 +2025-06-26 02:33:35,082 - mmdet - INFO - Epoch [15][1950/7330] lr: 1.000e-04, eta: 1 day, 21:26:05, time: 1.008, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1651, s0.acc: 94.3008, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2296, s1.loss_cls: 0.0752, s1.acc: 94.6840, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.6660, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1155 +2025-06-26 02:34:23,178 - mmdet - INFO - Epoch [15][2000/7330] lr: 1.000e-04, eta: 1 day, 21:25:08, time: 0.962, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1644, s0.acc: 94.2439, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2292, s1.loss_cls: 0.0774, s1.acc: 94.4400, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1140, s2.loss_cls: 0.0380, s2.acc: 94.3655, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.1101 +2025-06-26 02:35:12,267 - mmdet - INFO - Epoch [15][2050/7330] lr: 1.000e-04, eta: 1 day, 21:24:14, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1665, s0.acc: 94.0979, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2322, s1.loss_cls: 0.0767, s1.acc: 94.4213, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1148, s2.loss_cls: 0.0378, s2.acc: 94.4662, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1218 +2025-06-26 02:36:01,047 - mmdet - INFO - Epoch [15][2100/7330] lr: 1.000e-04, eta: 1 day, 21:23:18, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1744, s0.acc: 93.9497, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2279, s1.loss_cls: 0.0803, s1.acc: 94.2738, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1142, s2.loss_cls: 0.0389, s2.acc: 94.3971, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0540, loss: 1.1456 +2025-06-26 02:36:49,601 - mmdet - INFO - Epoch [15][2150/7330] lr: 1.000e-04, eta: 1 day, 21:22:23, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1590, s0.acc: 94.4365, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2264, s1.loss_cls: 0.0731, s1.acc: 94.7777, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1142, s2.loss_cls: 0.0355, s2.acc: 94.6694, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.0858 +2025-06-26 02:37:39,944 - mmdet - INFO - Epoch [15][2200/7330] lr: 1.000e-04, eta: 1 day, 21:21:30, time: 1.006, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1556, s0.acc: 94.5608, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2308, s1.loss_cls: 0.0727, s1.acc: 94.7823, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1149, s2.loss_cls: 0.0357, s2.acc: 94.6472, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.0873 +2025-06-26 02:38:41,893 - mmdet - INFO - Epoch [15][2250/7330] lr: 1.000e-04, eta: 1 day, 21:20:55, time: 1.239, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1658, s0.acc: 94.2473, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2238, s1.loss_cls: 0.0772, s1.acc: 94.4549, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1117, s2.loss_cls: 0.0376, s2.acc: 94.4894, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1050 +2025-06-26 02:39:32,893 - mmdet - INFO - Epoch [15][2300/7330] lr: 1.000e-04, eta: 1 day, 21:20:03, time: 1.020, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1620, s0.acc: 94.3215, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2345, s1.loss_cls: 0.0749, s1.acc: 94.6016, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1158, s2.loss_cls: 0.0366, s2.acc: 94.5480, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0546, loss: 1.1113 +2025-06-26 02:40:23,838 - mmdet - INFO - Epoch [15][2350/7330] lr: 1.000e-04, eta: 1 day, 21:19:11, time: 1.019, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1679, s0.acc: 94.1475, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2280, s1.loss_cls: 0.0770, s1.acc: 94.4875, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1127, s2.loss_cls: 0.0375, s2.acc: 94.5089, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.1204 +2025-06-26 02:41:12,671 - mmdet - INFO - Epoch [15][2400/7330] lr: 1.000e-04, eta: 1 day, 21:18:16, time: 0.977, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1760, s0.acc: 93.7268, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2344, s1.loss_cls: 0.0819, s1.acc: 94.0202, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1155, s2.loss_cls: 0.0398, s2.acc: 94.0053, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0547, loss: 1.1752 +2025-06-26 02:42:01,043 - mmdet - INFO - Epoch [15][2450/7330] lr: 1.000e-04, eta: 1 day, 21:17:20, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1629, s0.acc: 94.3218, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2264, s1.loss_cls: 0.0760, s1.acc: 94.5125, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1133, s2.loss_cls: 0.0375, s2.acc: 94.4183, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1138 +2025-06-26 02:42:48,710 - mmdet - INFO - Epoch [15][2500/7330] lr: 1.000e-04, eta: 1 day, 21:16:23, time: 0.954, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1585, s0.acc: 94.3958, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2263, s1.loss_cls: 0.0723, s1.acc: 94.6556, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0351, s2.acc: 94.5994, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0535, loss: 1.0903 +2025-06-26 02:43:37,429 - mmdet - INFO - Epoch [15][2550/7330] lr: 1.000e-04, eta: 1 day, 21:15:28, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1688, s0.acc: 94.0256, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2365, s1.loss_cls: 0.0778, s1.acc: 94.4305, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1172, s2.loss_cls: 0.0380, s2.acc: 94.3869, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1584 +2025-06-26 02:44:25,899 - mmdet - INFO - Epoch [15][2600/7330] lr: 1.000e-04, eta: 1 day, 21:14:32, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1613, s0.acc: 94.3901, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2310, s1.loss_cls: 0.0746, s1.acc: 94.6978, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1147, s2.loss_cls: 0.0363, s2.acc: 94.7444, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.0992 +2025-06-26 02:45:26,302 - mmdet - INFO - Epoch [15][2650/7330] lr: 1.000e-04, eta: 1 day, 21:13:55, time: 1.208, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1650, s0.acc: 94.3362, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2316, s1.loss_cls: 0.0766, s1.acc: 94.6636, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1159, s2.loss_cls: 0.0373, s2.acc: 94.6198, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.1182 +2025-06-26 02:46:17,033 - mmdet - INFO - Epoch [15][2700/7330] lr: 1.000e-04, eta: 1 day, 21:13:02, time: 1.014, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1725, s0.acc: 93.9780, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2378, s1.loss_cls: 0.0792, s1.acc: 94.2774, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1170, s2.loss_cls: 0.0384, s2.acc: 94.2155, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1506 +2025-06-26 02:47:08,159 - mmdet - INFO - Epoch [15][2750/7330] lr: 1.000e-04, eta: 1 day, 21:12:11, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1675, s0.acc: 94.1721, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2314, s1.loss_cls: 0.0775, s1.acc: 94.4218, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1165, s2.loss_cls: 0.0381, s2.acc: 94.4031, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1330 +2025-06-26 02:47:56,438 - mmdet - INFO - Epoch [15][2800/7330] lr: 1.000e-04, eta: 1 day, 21:11:15, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1690, s0.acc: 94.1150, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2351, s1.loss_cls: 0.0782, s1.acc: 94.4800, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1172, s2.loss_cls: 0.0376, s2.acc: 94.4718, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1389 +2025-06-26 02:48:45,064 - mmdet - INFO - Epoch [15][2850/7330] lr: 1.000e-04, eta: 1 day, 21:10:19, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1646, s0.acc: 94.2231, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2308, s1.loss_cls: 0.0761, s1.acc: 94.4537, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1156, s2.loss_cls: 0.0375, s2.acc: 94.3824, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1217 +2025-06-26 02:49:33,382 - mmdet - INFO - Epoch [15][2900/7330] lr: 1.000e-04, eta: 1 day, 21:09:24, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1574, s0.acc: 94.4116, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2307, s1.loss_cls: 0.0728, s1.acc: 94.7335, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1143, s2.loss_cls: 0.0363, s2.acc: 94.6423, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0538, loss: 1.0849 +2025-06-26 02:50:21,736 - mmdet - INFO - Epoch [15][2950/7330] lr: 1.000e-04, eta: 1 day, 21:08:28, time: 0.968, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1641, s0.acc: 94.2192, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2283, s1.loss_cls: 0.0757, s1.acc: 94.5287, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1140, s2.loss_cls: 0.0363, s2.acc: 94.6303, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0540, loss: 1.1183 +2025-06-26 02:51:10,164 - mmdet - INFO - Epoch [15][3000/7330] lr: 1.000e-04, eta: 1 day, 21:07:32, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1597, s0.acc: 94.4941, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2307, s1.loss_cls: 0.0735, s1.acc: 94.6714, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1146, s2.loss_cls: 0.0359, s2.acc: 94.7082, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0539, loss: 1.0937 +2025-06-26 02:52:06,239 - mmdet - INFO - Epoch [15][3050/7330] lr: 1.000e-04, eta: 1 day, 21:06:48, time: 1.122, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1627, s0.acc: 94.3591, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2359, s1.loss_cls: 0.0752, s1.acc: 94.5932, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1170, s2.loss_cls: 0.0368, s2.acc: 94.6047, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1199 +2025-06-26 02:53:01,762 - mmdet - INFO - Epoch [15][3100/7330] lr: 1.000e-04, eta: 1 day, 21:06:03, time: 1.110, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1643, s0.acc: 94.2664, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2351, s1.loss_cls: 0.0756, s1.acc: 94.6601, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1172, s2.loss_cls: 0.0366, s2.acc: 94.7092, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1210 +2025-06-26 02:53:52,446 - mmdet - INFO - Epoch [15][3150/7330] lr: 1.000e-04, eta: 1 day, 21:05:11, time: 1.014, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1621, s0.acc: 94.3420, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2361, s1.loss_cls: 0.0740, s1.acc: 94.7124, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1176, s2.loss_cls: 0.0359, s2.acc: 94.6527, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0550, loss: 1.1100 +2025-06-26 02:54:43,377 - mmdet - INFO - Epoch [15][3200/7330] lr: 1.000e-04, eta: 1 day, 21:04:19, time: 1.018, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1732, s0.acc: 93.9756, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2315, s1.loss_cls: 0.0797, s1.acc: 94.2788, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1150, s2.loss_cls: 0.0387, s2.acc: 94.2186, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0543, loss: 1.1450 +2025-06-26 02:55:32,233 - mmdet - INFO - Epoch [15][3250/7330] lr: 1.000e-04, eta: 1 day, 21:03:24, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1635, s0.acc: 94.2759, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2297, s1.loss_cls: 0.0755, s1.acc: 94.5179, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.5297, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.1200 +2025-06-26 02:56:20,149 - mmdet - INFO - Epoch [15][3300/7330] lr: 1.000e-04, eta: 1 day, 21:02:27, time: 0.958, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1594, s0.acc: 94.4795, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2266, s1.loss_cls: 0.0731, s1.acc: 94.8348, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.6575, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0845 +2025-06-26 02:57:08,815 - mmdet - INFO - Epoch [15][3350/7330] lr: 1.000e-04, eta: 1 day, 21:01:32, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1628, s0.acc: 94.2800, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2292, s1.loss_cls: 0.0754, s1.acc: 94.5308, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0367, s2.acc: 94.5665, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1053 +2025-06-26 02:57:56,531 - mmdet - INFO - Epoch [15][3400/7330] lr: 1.000e-04, eta: 1 day, 21:00:35, time: 0.954, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1551, s0.acc: 94.5510, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2261, s1.loss_cls: 0.0717, s1.acc: 94.8676, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1133, s2.loss_cls: 0.0353, s2.acc: 94.7619, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0701 +2025-06-26 02:58:49,800 - mmdet - INFO - Epoch [15][3450/7330] lr: 1.000e-04, eta: 1 day, 20:59:47, time: 1.065, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1628, s0.acc: 94.3276, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2288, s1.loss_cls: 0.0761, s1.acc: 94.5834, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1144, s2.loss_cls: 0.0365, s2.acc: 94.6838, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1079 +2025-06-26 02:59:48,409 - mmdet - INFO - Epoch [15][3500/7330] lr: 1.000e-04, eta: 1 day, 20:59:06, time: 1.172, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1571, s0.acc: 94.4961, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2269, s1.loss_cls: 0.0721, s1.acc: 94.8292, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1120, s2.loss_cls: 0.0351, s2.acc: 94.8673, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0804 +2025-06-26 03:00:38,720 - mmdet - INFO - Epoch [15][3550/7330] lr: 1.000e-04, eta: 1 day, 20:58:13, time: 1.006, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1544, s0.acc: 94.5593, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2297, s1.loss_cls: 0.0710, s1.acc: 94.9184, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1138, s2.loss_cls: 0.0348, s2.acc: 94.9151, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.0762 +2025-06-26 03:01:29,382 - mmdet - INFO - Epoch [15][3600/7330] lr: 1.000e-04, eta: 1 day, 20:57:21, time: 1.014, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1712, s0.acc: 94.1331, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2309, s1.loss_cls: 0.0791, s1.acc: 94.3913, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1150, s2.loss_cls: 0.0381, s2.acc: 94.4450, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0542, loss: 1.1360 +2025-06-26 03:02:18,170 - mmdet - INFO - Epoch [15][3650/7330] lr: 1.000e-04, eta: 1 day, 20:56:26, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1648, s0.acc: 94.3237, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2236, s1.loss_cls: 0.0768, s1.acc: 94.5643, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1114, s2.loss_cls: 0.0374, s2.acc: 94.4482, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0526, loss: 1.1028 +2025-06-26 03:03:06,696 - mmdet - INFO - Epoch [15][3700/7330] lr: 1.000e-04, eta: 1 day, 20:55:31, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1656, s0.acc: 94.3359, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2306, s1.loss_cls: 0.0765, s1.acc: 94.6162, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1154, s2.loss_cls: 0.0370, s2.acc: 94.6142, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1125 +2025-06-26 03:03:55,112 - mmdet - INFO - Epoch [15][3750/7330] lr: 1.000e-04, eta: 1 day, 20:54:35, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1625, s0.acc: 94.3784, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2257, s1.loss_cls: 0.0742, s1.acc: 94.7343, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1120, s2.loss_cls: 0.0356, s2.acc: 94.8223, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0878 +2025-06-26 03:04:43,565 - mmdet - INFO - Epoch [15][3800/7330] lr: 1.000e-04, eta: 1 day, 20:53:39, time: 0.970, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1586, s0.acc: 94.4194, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2339, s1.loss_cls: 0.0733, s1.acc: 94.7235, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1164, s2.loss_cls: 0.0357, s2.acc: 94.6513, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1092 +2025-06-26 03:05:31,994 - mmdet - INFO - Epoch [15][3850/7330] lr: 1.000e-04, eta: 1 day, 20:52:44, time: 0.968, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1650, s0.acc: 94.3230, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2279, s1.loss_cls: 0.0757, s1.acc: 94.6458, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1112, s2.loss_cls: 0.0368, s2.acc: 94.5739, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0973 +2025-06-26 03:06:35,265 - mmdet - INFO - Epoch [15][3900/7330] lr: 1.000e-04, eta: 1 day, 20:52:10, time: 1.266, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1631, s0.acc: 94.2673, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2311, s1.loss_cls: 0.0756, s1.acc: 94.5607, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1141, s2.loss_cls: 0.0369, s2.acc: 94.5329, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.1182 +2025-06-26 03:07:25,870 - mmdet - INFO - Epoch [15][3950/7330] lr: 1.000e-04, eta: 1 day, 20:51:18, time: 1.012, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1653, s0.acc: 94.2175, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2274, s1.loss_cls: 0.0770, s1.acc: 94.4052, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1130, s2.loss_cls: 0.0370, s2.acc: 94.5767, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.1083 +2025-06-26 03:08:16,698 - mmdet - INFO - Epoch [15][4000/7330] lr: 1.000e-04, eta: 1 day, 20:50:26, time: 1.017, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1532, s0.acc: 94.5063, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2273, s1.loss_cls: 0.0695, s1.acc: 94.9206, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1132, s2.loss_cls: 0.0347, s2.acc: 94.7422, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0806 +2025-06-26 03:09:05,706 - mmdet - INFO - Epoch [15][4050/7330] lr: 1.000e-04, eta: 1 day, 20:49:31, time: 0.979, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1765, s0.acc: 93.8469, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2344, s1.loss_cls: 0.0818, s1.acc: 94.1896, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1154, s2.loss_cls: 0.0406, s2.acc: 94.0891, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0542, loss: 1.1700 +2025-06-26 03:09:53,859 - mmdet - INFO - Epoch [15][4100/7330] lr: 1.000e-04, eta: 1 day, 20:48:35, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1667, s0.acc: 94.2798, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2314, s1.loss_cls: 0.0765, s1.acc: 94.5865, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1152, s2.loss_cls: 0.0372, s2.acc: 94.5440, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1204 +2025-06-26 03:10:41,711 - mmdet - INFO - Epoch [15][4150/7330] lr: 1.000e-04, eta: 1 day, 20:47:39, time: 0.958, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1489, s0.acc: 94.8135, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2313, s1.loss_cls: 0.0680, s1.acc: 95.1387, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1156, s2.loss_cls: 0.0337, s2.acc: 95.0192, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0545, loss: 1.0716 +2025-06-26 03:11:29,749 - mmdet - INFO - Epoch [15][4200/7330] lr: 1.000e-04, eta: 1 day, 20:46:42, time: 0.961, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1622, s0.acc: 94.4517, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2301, s1.loss_cls: 0.0745, s1.acc: 94.7883, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1135, s2.loss_cls: 0.0363, s2.acc: 94.8730, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0955 +2025-06-26 03:12:17,920 - mmdet - INFO - Epoch [15][4250/7330] lr: 1.000e-04, eta: 1 day, 20:45:46, time: 0.963, data_time: 0.021, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1665, s0.acc: 94.1685, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2287, s1.loss_cls: 0.0774, s1.acc: 94.4612, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1132, s2.loss_cls: 0.0377, s2.acc: 94.4484, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0530, loss: 1.1136 +2025-06-26 03:13:10,648 - mmdet - INFO - Epoch [15][4300/7330] lr: 1.000e-04, eta: 1 day, 20:44:57, time: 1.055, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1678, s0.acc: 94.2397, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2315, s1.loss_cls: 0.0768, s1.acc: 94.5417, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1164, s2.loss_cls: 0.0374, s2.acc: 94.5274, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.1215 +2025-06-26 03:14:05,975 - mmdet - INFO - Epoch [15][4350/7330] lr: 1.000e-04, eta: 1 day, 20:44:12, time: 1.106, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1602, s0.acc: 94.4963, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2256, s1.loss_cls: 0.0738, s1.acc: 94.6974, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1120, s2.loss_cls: 0.0363, s2.acc: 94.6532, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0889 +2025-06-26 03:14:56,835 - mmdet - INFO - Epoch [15][4400/7330] lr: 1.000e-04, eta: 1 day, 20:43:20, time: 1.017, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1584, s0.acc: 94.5046, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2287, s1.loss_cls: 0.0735, s1.acc: 94.7403, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1135, s2.loss_cls: 0.0356, s2.acc: 94.7771, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.0918 +2025-06-26 03:15:47,430 - mmdet - INFO - Epoch [15][4450/7330] lr: 1.000e-04, eta: 1 day, 20:42:27, time: 1.012, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1602, s0.acc: 94.4504, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2291, s1.loss_cls: 0.0744, s1.acc: 94.7380, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1134, s2.loss_cls: 0.0365, s2.acc: 94.6138, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0532, loss: 1.0962 +2025-06-26 03:16:35,874 - mmdet - INFO - Epoch [15][4500/7330] lr: 1.000e-04, eta: 1 day, 20:41:32, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1579, s0.acc: 94.4780, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2288, s1.loss_cls: 0.0727, s1.acc: 94.7675, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1142, s2.loss_cls: 0.0358, s2.acc: 94.6837, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.0950 +2025-06-26 03:17:24,245 - mmdet - INFO - Epoch [15][4550/7330] lr: 1.000e-04, eta: 1 day, 20:40:36, time: 0.967, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1666, s0.acc: 94.1189, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2248, s1.loss_cls: 0.0770, s1.acc: 94.3878, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1122, s2.loss_cls: 0.0377, s2.acc: 94.4312, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.1202 +2025-06-26 03:18:13,101 - mmdet - INFO - Epoch [15][4600/7330] lr: 1.000e-04, eta: 1 day, 20:39:41, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1668, s0.acc: 94.1174, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2327, s1.loss_cls: 0.0771, s1.acc: 94.4100, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1156, s2.loss_cls: 0.0379, s2.acc: 94.4135, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0546, loss: 1.1369 +2025-06-26 03:19:01,653 - mmdet - INFO - Epoch [15][4650/7330] lr: 1.000e-04, eta: 1 day, 20:38:46, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1675, s0.acc: 94.1819, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2324, s1.loss_cls: 0.0770, s1.acc: 94.4845, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1144, s2.loss_cls: 0.0373, s2.acc: 94.4781, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1312 +2025-06-26 03:19:54,823 - mmdet - INFO - Epoch [15][4700/7330] lr: 1.000e-04, eta: 1 day, 20:37:57, time: 1.063, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1563, s0.acc: 94.5476, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2302, s1.loss_cls: 0.0716, s1.acc: 94.8919, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1133, s2.loss_cls: 0.0346, s2.acc: 94.8857, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0527, loss: 1.0809 +2025-06-26 03:20:53,096 - mmdet - INFO - Epoch [15][4750/7330] lr: 1.000e-04, eta: 1 day, 20:37:16, time: 1.165, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1641, s0.acc: 94.2144, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2357, s1.loss_cls: 0.0755, s1.acc: 94.5108, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1175, s2.loss_cls: 0.0376, s2.acc: 94.4556, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0552, loss: 1.1334 +2025-06-26 03:21:44,108 - mmdet - INFO - Epoch [15][4800/7330] lr: 1.000e-04, eta: 1 day, 20:36:24, time: 1.020, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1675, s0.acc: 94.1294, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2362, s1.loss_cls: 0.0761, s1.acc: 94.5128, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1175, s2.loss_cls: 0.0373, s2.acc: 94.5171, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1357 +2025-06-26 03:22:35,031 - mmdet - INFO - Epoch [15][4850/7330] lr: 1.000e-04, eta: 1 day, 20:35:33, time: 1.018, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1719, s0.acc: 94.0649, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2376, s1.loss_cls: 0.0805, s1.acc: 94.1982, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1169, s2.loss_cls: 0.0388, s2.acc: 94.3996, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1497 +2025-06-26 03:23:23,608 - mmdet - INFO - Epoch [15][4900/7330] lr: 1.000e-04, eta: 1 day, 20:34:37, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1644, s0.acc: 94.2546, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2285, s1.loss_cls: 0.0766, s1.acc: 94.5616, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1141, s2.loss_cls: 0.0373, s2.acc: 94.5012, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1141 +2025-06-26 03:24:11,828 - mmdet - INFO - Epoch [15][4950/7330] lr: 1.000e-04, eta: 1 day, 20:33:41, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1679, s0.acc: 94.1470, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2349, s1.loss_cls: 0.0779, s1.acc: 94.4511, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1169, s2.loss_cls: 0.0380, s2.acc: 94.4825, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0547, loss: 1.1394 +2025-06-26 03:25:00,259 - mmdet - INFO - Epoch [15][5000/7330] lr: 1.000e-04, eta: 1 day, 20:32:46, time: 0.969, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1633, s0.acc: 94.3816, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2213, s1.loss_cls: 0.0754, s1.acc: 94.6842, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1100, s2.loss_cls: 0.0369, s2.acc: 94.6330, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0866 +2025-06-26 03:25:48,251 - mmdet - INFO - Epoch [15][5050/7330] lr: 1.000e-04, eta: 1 day, 20:31:50, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1601, s0.acc: 94.4199, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2225, s1.loss_cls: 0.0743, s1.acc: 94.7247, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1106, s2.loss_cls: 0.0365, s2.acc: 94.6495, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0848 +2025-06-26 03:26:37,104 - mmdet - INFO - Epoch [15][5100/7330] lr: 1.000e-04, eta: 1 day, 20:30:55, time: 0.977, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1699, s0.acc: 94.1597, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2351, s1.loss_cls: 0.0798, s1.acc: 94.3852, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1167, s2.loss_cls: 0.0384, s2.acc: 94.3555, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1457 +2025-06-26 03:27:40,349 - mmdet - INFO - Epoch [15][5150/7330] lr: 1.000e-04, eta: 1 day, 20:30:21, time: 1.265, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1741, s0.acc: 93.9644, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2372, s1.loss_cls: 0.0809, s1.acc: 94.2431, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1173, s2.loss_cls: 0.0391, s2.acc: 94.2384, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1539 +2025-06-26 03:28:31,181 - mmdet - INFO - Epoch [15][5200/7330] lr: 1.000e-04, eta: 1 day, 20:29:29, time: 1.017, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1610, s0.acc: 94.4226, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2303, s1.loss_cls: 0.0747, s1.acc: 94.6835, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1147, s2.loss_cls: 0.0365, s2.acc: 94.6197, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0540, loss: 1.1034 +2025-06-26 03:29:22,058 - mmdet - INFO - Epoch [15][5250/7330] lr: 1.000e-04, eta: 1 day, 20:28:37, time: 1.018, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1612, s0.acc: 94.4358, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2278, s1.loss_cls: 0.0741, s1.acc: 94.7019, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1129, s2.loss_cls: 0.0360, s2.acc: 94.7012, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.1023 +2025-06-26 03:30:10,208 - mmdet - INFO - Epoch [15][5300/7330] lr: 1.000e-04, eta: 1 day, 20:27:41, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1616, s0.acc: 94.3645, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2291, s1.loss_cls: 0.0749, s1.acc: 94.6943, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1143, s2.loss_cls: 0.0363, s2.acc: 94.6964, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0921 +2025-06-26 03:30:59,461 - mmdet - INFO - Epoch [15][5350/7330] lr: 1.000e-04, eta: 1 day, 20:26:47, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1690, s0.acc: 94.1672, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2297, s1.loss_cls: 0.0781, s1.acc: 94.5019, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1155, s2.loss_cls: 0.0378, s2.acc: 94.5232, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1394 +2025-06-26 03:31:47,448 - mmdet - INFO - Epoch [15][5400/7330] lr: 1.000e-04, eta: 1 day, 20:25:51, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1603, s0.acc: 94.4021, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2368, s1.loss_cls: 0.0735, s1.acc: 94.7146, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1170, s2.loss_cls: 0.0359, s2.acc: 94.7749, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1152 +2025-06-26 03:32:35,778 - mmdet - INFO - Epoch [15][5450/7330] lr: 1.000e-04, eta: 1 day, 20:24:55, time: 0.967, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1585, s0.acc: 94.3706, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2304, s1.loss_cls: 0.0735, s1.acc: 94.6755, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1148, s2.loss_cls: 0.0362, s2.acc: 94.6069, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1039 +2025-06-26 03:33:24,467 - mmdet - INFO - Epoch [15][5500/7330] lr: 1.000e-04, eta: 1 day, 20:24:00, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1683, s0.acc: 94.0786, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2395, s1.loss_cls: 0.0782, s1.acc: 94.3457, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1173, s2.loss_cls: 0.0384, s2.acc: 94.2818, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1532 +2025-06-26 03:34:20,180 - mmdet - INFO - Epoch [15][5550/7330] lr: 1.000e-04, eta: 1 day, 20:23:15, time: 1.114, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1687, s0.acc: 94.1501, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2289, s1.loss_cls: 0.0785, s1.acc: 94.4706, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1134, s2.loss_cls: 0.0386, s2.acc: 94.3460, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1326 +2025-06-26 03:35:16,272 - mmdet - INFO - Epoch [15][5600/7330] lr: 1.000e-04, eta: 1 day, 20:22:30, time: 1.122, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1674, s0.acc: 94.1685, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2346, s1.loss_cls: 0.0775, s1.acc: 94.3520, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1158, s2.loss_cls: 0.0376, s2.acc: 94.3591, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.1335 +2025-06-26 03:36:06,385 - mmdet - INFO - Epoch [15][5650/7330] lr: 1.000e-04, eta: 1 day, 20:21:37, time: 1.002, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1609, s0.acc: 94.4307, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2261, s1.loss_cls: 0.0748, s1.acc: 94.7053, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1128, s2.loss_cls: 0.0364, s2.acc: 94.7042, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0847 +2025-06-26 03:36:59,425 - mmdet - INFO - Epoch [15][5700/7330] lr: 1.000e-04, eta: 1 day, 20:20:49, time: 1.061, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1700, s0.acc: 94.0476, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2344, s1.loss_cls: 0.0792, s1.acc: 94.3441, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1159, s2.loss_cls: 0.0386, s2.acc: 94.3432, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1451 +2025-06-26 03:37:47,664 - mmdet - INFO - Epoch [15][5750/7330] lr: 1.000e-04, eta: 1 day, 20:19:53, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1626, s0.acc: 94.2588, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2322, s1.loss_cls: 0.0754, s1.acc: 94.5189, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1154, s2.loss_cls: 0.0365, s2.acc: 94.5228, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.1149 +2025-06-26 03:38:35,932 - mmdet - INFO - Epoch [15][5800/7330] lr: 1.000e-04, eta: 1 day, 20:18:57, time: 0.965, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1692, s0.acc: 94.0957, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2344, s1.loss_cls: 0.0775, s1.acc: 94.4865, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1165, s2.loss_cls: 0.0381, s2.acc: 94.4357, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1437 +2025-06-26 03:39:24,634 - mmdet - INFO - Epoch [15][5850/7330] lr: 1.000e-04, eta: 1 day, 20:18:02, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1699, s0.acc: 94.1311, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2285, s1.loss_cls: 0.0778, s1.acc: 94.5768, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1158, s2.loss_cls: 0.0374, s2.acc: 94.5908, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1296 +2025-06-26 03:40:13,107 - mmdet - INFO - Epoch [15][5900/7330] lr: 1.000e-04, eta: 1 day, 20:17:07, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1673, s0.acc: 94.1113, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2368, s1.loss_cls: 0.0776, s1.acc: 94.3870, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1165, s2.loss_cls: 0.0377, s2.acc: 94.3524, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1405 +2025-06-26 03:41:06,576 - mmdet - INFO - Epoch [15][5950/7330] lr: 1.000e-04, eta: 1 day, 20:16:19, time: 1.069, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1604, s0.acc: 94.4138, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2287, s1.loss_cls: 0.0739, s1.acc: 94.7453, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1132, s2.loss_cls: 0.0359, s2.acc: 94.7735, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0823 +2025-06-26 03:42:04,904 - mmdet - INFO - Epoch [15][6000/7330] lr: 1.000e-04, eta: 1 day, 20:15:37, time: 1.167, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1762, s0.acc: 93.9629, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2413, s1.loss_cls: 0.0804, s1.acc: 94.3544, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1194, s2.loss_cls: 0.0388, s2.acc: 94.4504, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0563, loss: 1.1745 +2025-06-26 03:42:55,733 - mmdet - INFO - Epoch [15][6050/7330] lr: 1.000e-04, eta: 1 day, 20:14:45, time: 1.017, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1600, s0.acc: 94.4243, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2285, s1.loss_cls: 0.0737, s1.acc: 94.7274, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1148, s2.loss_cls: 0.0358, s2.acc: 94.7629, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0542, loss: 1.0794 +2025-06-26 03:43:47,399 - mmdet - INFO - Epoch [15][6100/7330] lr: 1.000e-04, eta: 1 day, 20:13:54, time: 1.033, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1724, s0.acc: 94.1096, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2318, s1.loss_cls: 0.0786, s1.acc: 94.4194, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1152, s2.loss_cls: 0.0383, s2.acc: 94.4480, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1395 +2025-06-26 03:44:35,828 - mmdet - INFO - Epoch [15][6150/7330] lr: 1.000e-04, eta: 1 day, 20:12:59, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1652, s0.acc: 94.2375, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2342, s1.loss_cls: 0.0761, s1.acc: 94.5128, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1171, s2.loss_cls: 0.0371, s2.acc: 94.4611, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1286 +2025-06-26 03:45:24,769 - mmdet - INFO - Epoch [15][6200/7330] lr: 1.000e-04, eta: 1 day, 20:12:04, time: 0.979, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1687, s0.acc: 94.1345, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2258, s1.loss_cls: 0.0781, s1.acc: 94.4453, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1127, s2.loss_cls: 0.0376, s2.acc: 94.3658, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.1198 +2025-06-26 03:46:12,948 - mmdet - INFO - Epoch [15][6250/7330] lr: 1.000e-04, eta: 1 day, 20:11:09, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1614, s0.acc: 94.3013, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2348, s1.loss_cls: 0.0747, s1.acc: 94.5898, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1166, s2.loss_cls: 0.0368, s2.acc: 94.5472, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1129 +2025-06-26 03:47:01,382 - mmdet - INFO - Epoch [15][6300/7330] lr: 1.000e-04, eta: 1 day, 20:10:13, time: 0.969, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1753, s0.acc: 93.9937, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2375, s1.loss_cls: 0.0801, s1.acc: 94.4043, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1186, s2.loss_cls: 0.0390, s2.acc: 94.3521, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0561, loss: 1.1547 +2025-06-26 03:47:50,126 - mmdet - INFO - Epoch [15][6350/7330] lr: 1.000e-04, eta: 1 day, 20:09:18, time: 0.975, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1676, s0.acc: 94.1855, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2290, s1.loss_cls: 0.0771, s1.acc: 94.4325, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1140, s2.loss_cls: 0.0372, s2.acc: 94.4966, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1249 +2025-06-26 03:48:53,348 - mmdet - INFO - Epoch [15][6400/7330] lr: 1.000e-04, eta: 1 day, 20:08:44, time: 1.264, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1664, s0.acc: 94.1516, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2393, s1.loss_cls: 0.0769, s1.acc: 94.4192, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1172, s2.loss_cls: 0.0377, s2.acc: 94.3838, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0558, loss: 1.1370 +2025-06-26 03:49:44,332 - mmdet - INFO - Epoch [15][6450/7330] lr: 1.000e-04, eta: 1 day, 20:07:52, time: 1.019, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1604, s0.acc: 94.3042, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2340, s1.loss_cls: 0.0739, s1.acc: 94.6185, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1172, s2.loss_cls: 0.0364, s2.acc: 94.5086, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1153 +2025-06-26 03:50:35,824 - mmdet - INFO - Epoch [15][6500/7330] lr: 1.000e-04, eta: 1 day, 20:07:01, time: 1.030, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1673, s0.acc: 94.2251, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2302, s1.loss_cls: 0.0766, s1.acc: 94.5451, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1148, s2.loss_cls: 0.0375, s2.acc: 94.4225, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0538, loss: 1.1237 +2025-06-26 03:51:24,098 - mmdet - INFO - Epoch [15][6550/7330] lr: 1.000e-04, eta: 1 day, 20:06:05, time: 0.965, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.3440, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2298, s1.loss_cls: 0.0754, s1.acc: 94.5814, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1143, s2.loss_cls: 0.0369, s2.acc: 94.6710, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0539, loss: 1.1047 +2025-06-26 03:52:12,044 - mmdet - INFO - Epoch [15][6600/7330] lr: 1.000e-04, eta: 1 day, 20:05:09, time: 0.959, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1587, s0.acc: 94.4141, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2327, s1.loss_cls: 0.0735, s1.acc: 94.7160, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1161, s2.loss_cls: 0.0360, s2.acc: 94.5980, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0544, loss: 1.0997 +2025-06-26 03:53:00,019 - mmdet - INFO - Epoch [15][6650/7330] lr: 1.000e-04, eta: 1 day, 20:04:13, time: 0.960, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1671, s0.acc: 94.1736, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2349, s1.loss_cls: 0.0775, s1.acc: 94.4448, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1162, s2.loss_cls: 0.0375, s2.acc: 94.3905, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1267 +2025-06-26 03:53:48,222 - mmdet - INFO - Epoch [15][6700/7330] lr: 1.000e-04, eta: 1 day, 20:03:18, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1643, s0.acc: 94.3508, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2323, s1.loss_cls: 0.0761, s1.acc: 94.5583, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1148, s2.loss_cls: 0.0370, s2.acc: 94.5539, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.1144 +2025-06-26 03:54:36,737 - mmdet - INFO - Epoch [15][6750/7330] lr: 1.000e-04, eta: 1 day, 20:02:22, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1712, s0.acc: 94.0251, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2350, s1.loss_cls: 0.0795, s1.acc: 94.2767, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1176, s2.loss_cls: 0.0386, s2.acc: 94.3124, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1440 +2025-06-26 03:55:32,708 - mmdet - INFO - Epoch [15][6800/7330] lr: 1.000e-04, eta: 1 day, 20:01:38, time: 1.119, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1738, s0.acc: 94.0688, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2349, s1.loss_cls: 0.0803, s1.acc: 94.3487, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1170, s2.loss_cls: 0.0386, s2.acc: 94.3652, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0550, loss: 1.1470 +2025-06-26 03:56:28,721 - mmdet - INFO - Epoch [15][6850/7330] lr: 1.000e-04, eta: 1 day, 20:00:53, time: 1.120, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1656, s0.acc: 94.2942, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2264, s1.loss_cls: 0.0768, s1.acc: 94.5346, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1132, s2.loss_cls: 0.0371, s2.acc: 94.5672, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.1018 +2025-06-26 03:57:19,114 - mmdet - INFO - Epoch [15][6900/7330] lr: 1.000e-04, eta: 1 day, 20:00:00, time: 1.008, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1560, s0.acc: 94.6382, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2276, s1.loss_cls: 0.0717, s1.acc: 94.9612, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1129, s2.loss_cls: 0.0341, s2.acc: 95.0501, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0531, loss: 1.0750 +2025-06-26 03:58:10,784 - mmdet - INFO - Epoch [15][6950/7330] lr: 1.000e-04, eta: 1 day, 19:59:10, time: 1.033, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1648, s0.acc: 94.2000, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2291, s1.loss_cls: 0.0761, s1.acc: 94.4896, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1146, s2.loss_cls: 0.0369, s2.acc: 94.5494, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1146 +2025-06-26 03:58:59,688 - mmdet - INFO - Epoch [15][7000/7330] lr: 1.000e-04, eta: 1 day, 19:58:15, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1800, s0.acc: 93.6685, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2371, s1.loss_cls: 0.0841, s1.acc: 93.8736, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1172, s2.loss_cls: 0.0405, s2.acc: 93.9774, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1825 +2025-06-26 03:59:48,712 - mmdet - INFO - Epoch [15][7050/7330] lr: 1.000e-04, eta: 1 day, 19:57:20, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1673, s0.acc: 94.1853, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2312, s1.loss_cls: 0.0792, s1.acc: 94.2694, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1152, s2.loss_cls: 0.0379, s2.acc: 94.3832, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1215 +2025-06-26 04:00:37,066 - mmdet - INFO - Epoch [15][7100/7330] lr: 1.000e-04, eta: 1 day, 19:56:25, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1647, s0.acc: 94.2361, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2277, s1.loss_cls: 0.0756, s1.acc: 94.5594, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1137, s2.loss_cls: 0.0369, s2.acc: 94.5878, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0539, loss: 1.1060 +2025-06-26 04:01:25,141 - mmdet - INFO - Epoch [15][7150/7330] lr: 1.000e-04, eta: 1 day, 19:55:29, time: 0.961, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1567, s0.acc: 94.5427, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2304, s1.loss_cls: 0.0727, s1.acc: 94.8126, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1151, s2.loss_cls: 0.0354, s2.acc: 94.7807, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.0900 +2025-06-26 04:02:18,203 - mmdet - INFO - Epoch [15][7200/7330] lr: 1.000e-04, eta: 1 day, 19:54:40, time: 1.062, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1646, s0.acc: 94.2852, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2375, s1.loss_cls: 0.0760, s1.acc: 94.6383, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1176, s2.loss_cls: 0.0364, s2.acc: 94.7599, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0554, loss: 1.1214 +2025-06-26 04:03:13,488 - mmdet - INFO - Epoch [15][7250/7330] lr: 1.000e-04, eta: 1 day, 19:53:54, time: 1.105, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1625, s0.acc: 94.3503, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2337, s1.loss_cls: 0.0760, s1.acc: 94.6119, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1161, s2.loss_cls: 0.0371, s2.acc: 94.5242, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0549, loss: 1.1160 +2025-06-26 04:04:05,991 - mmdet - INFO - Epoch [15][7300/7330] lr: 1.000e-04, eta: 1 day, 19:53:05, time: 1.051, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1648, s0.acc: 94.2351, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2251, s1.loss_cls: 0.0764, s1.acc: 94.5895, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1123, s2.loss_cls: 0.0375, s2.acc: 94.5102, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.1024 +2025-06-26 04:04:46,970 - mmdet - INFO - Saving checkpoint at 15 epochs +2025-06-26 04:07:57,059 - mmdet - INFO - Evaluating bbox... +2025-06-26 04:08:26,023 - mmdet - INFO - Evaluating segm... +2025-06-26 04:09:00,781 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 04:09:00,781 - mmdet - INFO - Epoch(val) [15][7330] bbox_mAP: 0.4680, bbox_mAP_50: 0.6560, bbox_mAP_75: 0.5130, bbox_mAP_s: 0.2910, bbox_mAP_m: 0.5040, bbox_mAP_l: 0.6130, bbox_mAP_copypaste: 0.468 0.656 0.513 0.291 0.504 0.613, segm_mAP: 0.4060, segm_mAP_50: 0.6300, segm_mAP_75: 0.4390, segm_mAP_s: 0.2350, segm_mAP_m: 0.4410, segm_mAP_l: 0.5550, segm_mAP_copypaste: 0.406 0.630 0.439 0.235 0.441 0.555 +2025-06-26 04:11:06,987 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 04:11:06,988 - mmdet - INFO - Epoch [16][50/7330] lr: 1.000e-04, eta: 1 day, 19:52:44, time: 2.524, data_time: 1.503, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1567, s0.acc: 94.4802, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2209, s1.loss_cls: 0.0718, s1.acc: 94.7929, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1097, s2.loss_cls: 0.0354, s2.acc: 94.6739, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0517, loss: 1.0699 +2025-06-26 04:11:59,533 - mmdet - INFO - Epoch [16][100/7330] lr: 1.000e-04, eta: 1 day, 19:51:55, time: 1.051, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1652, s0.acc: 94.1211, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2319, s1.loss_cls: 0.0759, s1.acc: 94.4789, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1146, s2.loss_cls: 0.0366, s2.acc: 94.5283, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1154 +2025-06-26 04:12:51,192 - mmdet - INFO - Epoch [16][150/7330] lr: 1.000e-04, eta: 1 day, 19:51:04, time: 1.033, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1598, s0.acc: 94.3384, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2344, s1.loss_cls: 0.0736, s1.acc: 94.5869, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1148, s2.loss_cls: 0.0361, s2.acc: 94.5835, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1155 +2025-06-26 04:13:43,659 - mmdet - INFO - Epoch [16][200/7330] lr: 1.000e-04, eta: 1 day, 19:50:14, time: 1.049, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1600, s0.acc: 94.4414, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2325, s1.loss_cls: 0.0725, s1.acc: 94.8004, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1158, s2.loss_cls: 0.0351, s2.acc: 94.8822, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1091 +2025-06-26 04:14:52,436 - mmdet - INFO - Epoch [16][250/7330] lr: 1.000e-04, eta: 1 day, 19:49:47, time: 1.376, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1578, s0.acc: 94.4204, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2249, s1.loss_cls: 0.0724, s1.acc: 94.7706, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1115, s2.loss_cls: 0.0358, s2.acc: 94.7320, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0810 +2025-06-26 04:15:44,862 - mmdet - INFO - Epoch [16][300/7330] lr: 1.000e-04, eta: 1 day, 19:48:57, time: 1.048, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1576, s0.acc: 94.5315, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2287, s1.loss_cls: 0.0725, s1.acc: 94.8172, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1144, s2.loss_cls: 0.0353, s2.acc: 94.8317, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0542, loss: 1.0857 +2025-06-26 04:16:34,235 - mmdet - INFO - Epoch [16][350/7330] lr: 1.000e-04, eta: 1 day, 19:48:03, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1511, s0.acc: 94.6921, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2279, s1.loss_cls: 0.0691, s1.acc: 95.0557, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1120, s2.loss_cls: 0.0336, s2.acc: 94.9590, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0533, loss: 1.0676 +2025-06-26 04:17:23,845 - mmdet - INFO - Epoch [16][400/7330] lr: 1.000e-04, eta: 1 day, 19:47:10, time: 0.992, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1643, s0.acc: 94.2178, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2342, s1.loss_cls: 0.0752, s1.acc: 94.6002, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1173, s2.loss_cls: 0.0365, s2.acc: 94.6517, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0551, loss: 1.1189 +2025-06-26 04:18:13,647 - mmdet - INFO - Epoch [16][450/7330] lr: 1.000e-04, eta: 1 day, 19:46:16, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1558, s0.acc: 94.5183, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2313, s1.loss_cls: 0.0714, s1.acc: 94.7961, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1149, s2.loss_cls: 0.0347, s2.acc: 94.9118, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.0914 +2025-06-26 04:19:03,706 - mmdet - INFO - Epoch [16][500/7330] lr: 1.000e-04, eta: 1 day, 19:45:23, time: 1.001, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1637, s0.acc: 94.3528, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2332, s1.loss_cls: 0.0751, s1.acc: 94.6502, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1152, s2.loss_cls: 0.0368, s2.acc: 94.6408, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1211 +2025-06-26 04:19:55,816 - mmdet - INFO - Epoch [16][550/7330] lr: 1.000e-04, eta: 1 day, 19:44:33, time: 1.042, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1622, s0.acc: 94.2373, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2286, s1.loss_cls: 0.0751, s1.acc: 94.5479, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1135, s2.loss_cls: 0.0369, s2.acc: 94.4313, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.1067 +2025-06-26 04:20:45,483 - mmdet - INFO - Epoch [16][600/7330] lr: 1.000e-04, eta: 1 day, 19:43:39, time: 0.993, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1522, s0.acc: 94.6479, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2232, s1.loss_cls: 0.0697, s1.acc: 95.0112, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1113, s2.loss_cls: 0.0344, s2.acc: 94.8994, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0523, loss: 1.0601 +2025-06-26 04:21:45,634 - mmdet - INFO - Epoch [16][650/7330] lr: 1.000e-04, eta: 1 day, 19:43:00, time: 1.203, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1532, s0.acc: 94.6079, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2312, s1.loss_cls: 0.0708, s1.acc: 94.8521, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1147, s2.loss_cls: 0.0346, s2.acc: 94.9136, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.0858 +2025-06-26 04:22:40,156 - mmdet - INFO - Epoch [16][700/7330] lr: 1.000e-04, eta: 1 day, 19:42:13, time: 1.090, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1649, s0.acc: 94.2361, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2348, s1.loss_cls: 0.0763, s1.acc: 94.5318, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1164, s2.loss_cls: 0.0373, s2.acc: 94.4917, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0545, loss: 1.1288 +2025-06-26 04:23:32,770 - mmdet - INFO - Epoch [16][750/7330] lr: 1.000e-04, eta: 1 day, 19:41:23, time: 1.052, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1632, s0.acc: 94.2498, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2313, s1.loss_cls: 0.0751, s1.acc: 94.5219, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1142, s2.loss_cls: 0.0365, s2.acc: 94.5862, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0535, loss: 1.1159 +2025-06-26 04:24:22,048 - mmdet - INFO - Epoch [16][800/7330] lr: 1.000e-04, eta: 1 day, 19:40:29, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1621, s0.acc: 94.4043, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2311, s1.loss_cls: 0.0731, s1.acc: 94.8085, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1145, s2.loss_cls: 0.0357, s2.acc: 94.7241, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.1045 +2025-06-26 04:25:11,867 - mmdet - INFO - Epoch [16][850/7330] lr: 1.000e-04, eta: 1 day, 19:39:36, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1616, s0.acc: 94.3323, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2341, s1.loss_cls: 0.0746, s1.acc: 94.6040, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1150, s2.loss_cls: 0.0365, s2.acc: 94.5876, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1154 +2025-06-26 04:26:02,067 - mmdet - INFO - Epoch [16][900/7330] lr: 1.000e-04, eta: 1 day, 19:38:43, time: 1.004, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1737, s0.acc: 93.9692, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2385, s1.loss_cls: 0.0805, s1.acc: 94.2074, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1191, s2.loss_cls: 0.0389, s2.acc: 94.3092, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0563, loss: 1.1618 +2025-06-26 04:26:54,190 - mmdet - INFO - Epoch [16][950/7330] lr: 1.000e-04, eta: 1 day, 19:37:53, time: 1.042, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1601, s0.acc: 94.3657, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2241, s1.loss_cls: 0.0743, s1.acc: 94.6614, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1122, s2.loss_cls: 0.0361, s2.acc: 94.6297, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0866 +2025-06-26 04:27:43,253 - mmdet - INFO - Epoch [16][1000/7330] lr: 1.000e-04, eta: 1 day, 19:36:58, time: 0.981, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1659, s0.acc: 94.2903, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2304, s1.loss_cls: 0.0770, s1.acc: 94.5390, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1166, s2.loss_cls: 0.0372, s2.acc: 94.5841, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1191 +2025-06-26 04:28:38,123 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 04:28:38,124 - mmdet - INFO - Epoch [16][1050/7330] lr: 1.000e-04, eta: 1 day, 19:36:12, time: 1.097, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1711, s0.acc: 94.0034, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2367, s1.loss_cls: 0.0793, s1.acc: 94.3355, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1171, s2.loss_cls: 0.0382, s2.acc: 94.3542, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1495 +2025-06-26 04:29:35,340 - mmdet - INFO - Epoch [16][1100/7330] lr: 1.000e-04, eta: 1 day, 19:35:28, time: 1.144, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1594, s0.acc: 94.4873, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2258, s1.loss_cls: 0.0734, s1.acc: 94.8295, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1130, s2.loss_cls: 0.0356, s2.acc: 94.8702, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0866 +2025-06-26 04:30:26,864 - mmdet - INFO - Epoch [16][1150/7330] lr: 1.000e-04, eta: 1 day, 19:34:37, time: 1.030, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1599, s0.acc: 94.3264, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2260, s1.loss_cls: 0.0738, s1.acc: 94.5889, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1127, s2.loss_cls: 0.0359, s2.acc: 94.6458, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.0942 +2025-06-26 04:31:15,274 - mmdet - INFO - Epoch [16][1200/7330] lr: 1.000e-04, eta: 1 day, 19:33:42, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1686, s0.acc: 94.1140, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2315, s1.loss_cls: 0.0776, s1.acc: 94.4032, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1149, s2.loss_cls: 0.0375, s2.acc: 94.5216, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1290 +2025-06-26 04:32:03,532 - mmdet - INFO - Epoch [16][1250/7330] lr: 1.000e-04, eta: 1 day, 19:32:46, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1596, s0.acc: 94.4368, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2344, s1.loss_cls: 0.0736, s1.acc: 94.6611, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1182, s2.loss_cls: 0.0359, s2.acc: 94.7269, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0556, loss: 1.1128 +2025-06-26 04:32:52,727 - mmdet - INFO - Epoch [16][1300/7330] lr: 1.000e-04, eta: 1 day, 19:31:52, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1694, s0.acc: 94.0396, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2338, s1.loss_cls: 0.0779, s1.acc: 94.3781, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1151, s2.loss_cls: 0.0378, s2.acc: 94.5077, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0540, loss: 1.1350 +2025-06-26 04:33:44,323 - mmdet - INFO - Epoch [16][1350/7330] lr: 1.000e-04, eta: 1 day, 19:31:01, time: 1.032, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1653, s0.acc: 94.2126, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2312, s1.loss_cls: 0.0775, s1.acc: 94.4383, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1150, s2.loss_cls: 0.0378, s2.acc: 94.4155, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1190 +2025-06-26 04:34:32,674 - mmdet - INFO - Epoch [16][1400/7330] lr: 1.000e-04, eta: 1 day, 19:30:06, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1664, s0.acc: 94.1484, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2314, s1.loss_cls: 0.0760, s1.acc: 94.4673, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1152, s2.loss_cls: 0.0369, s2.acc: 94.5138, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1218 +2025-06-26 04:35:21,075 - mmdet - INFO - Epoch [16][1450/7330] lr: 1.000e-04, eta: 1 day, 19:29:10, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1576, s0.acc: 94.4905, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2329, s1.loss_cls: 0.0725, s1.acc: 94.7901, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1163, s2.loss_cls: 0.0355, s2.acc: 94.7928, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0546, loss: 1.0896 +2025-06-26 04:36:24,393 - mmdet - INFO - Epoch [16][1500/7330] lr: 1.000e-04, eta: 1 day, 19:28:35, time: 1.266, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1604, s0.acc: 94.4648, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2261, s1.loss_cls: 0.0738, s1.acc: 94.7745, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1128, s2.loss_cls: 0.0358, s2.acc: 94.7868, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0895 +2025-06-26 04:37:15,150 - mmdet - INFO - Epoch [16][1550/7330] lr: 1.000e-04, eta: 1 day, 19:27:43, time: 1.015, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1542, s0.acc: 94.7490, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2249, s1.loss_cls: 0.0701, s1.acc: 95.1159, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1124, s2.loss_cls: 0.0343, s2.acc: 95.0507, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0584 +2025-06-26 04:38:03,243 - mmdet - INFO - Epoch [16][1600/7330] lr: 1.000e-04, eta: 1 day, 19:26:48, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1608, s0.acc: 94.4214, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2283, s1.loss_cls: 0.0740, s1.acc: 94.7496, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1138, s2.loss_cls: 0.0357, s2.acc: 94.7883, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0534, loss: 1.0907 +2025-06-26 04:38:51,174 - mmdet - INFO - Epoch [16][1650/7330] lr: 1.000e-04, eta: 1 day, 19:25:52, time: 0.959, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1578, s0.acc: 94.4648, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2339, s1.loss_cls: 0.0733, s1.acc: 94.7349, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1166, s2.loss_cls: 0.0355, s2.acc: 94.6881, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.0997 +2025-06-26 04:39:39,156 - mmdet - INFO - Epoch [16][1700/7330] lr: 1.000e-04, eta: 1 day, 19:24:56, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1646, s0.acc: 94.2412, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2329, s1.loss_cls: 0.0764, s1.acc: 94.5116, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.4502, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1148 +2025-06-26 04:40:27,654 - mmdet - INFO - Epoch [16][1750/7330] lr: 1.000e-04, eta: 1 day, 19:24:00, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1641, s0.acc: 94.3240, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2336, s1.loss_cls: 0.0753, s1.acc: 94.6144, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1176, s2.loss_cls: 0.0365, s2.acc: 94.6582, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0552, loss: 1.1133 +2025-06-26 04:41:18,904 - mmdet - INFO - Epoch [16][1800/7330] lr: 1.000e-04, eta: 1 day, 19:23:09, time: 1.024, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1608, s0.acc: 94.3687, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2298, s1.loss_cls: 0.0743, s1.acc: 94.6846, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1144, s2.loss_cls: 0.0361, s2.acc: 94.6597, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1085 +2025-06-26 04:42:07,062 - mmdet - INFO - Epoch [16][1850/7330] lr: 1.000e-04, eta: 1 day, 19:22:13, time: 0.964, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1646, s0.acc: 94.3091, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2358, s1.loss_cls: 0.0746, s1.acc: 94.7554, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1157, s2.loss_cls: 0.0365, s2.acc: 94.8262, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0542, loss: 1.1170 +2025-06-26 04:43:07,433 - mmdet - INFO - Epoch [16][1900/7330] lr: 1.000e-04, eta: 1 day, 19:21:34, time: 1.207, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1602, s0.acc: 94.3823, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2389, s1.loss_cls: 0.0729, s1.acc: 94.7028, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1178, s2.loss_cls: 0.0356, s2.acc: 94.7103, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0554, loss: 1.1056 +2025-06-26 04:44:00,119 - mmdet - INFO - Epoch [16][1950/7330] lr: 1.000e-04, eta: 1 day, 19:20:45, time: 1.054, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1507, s0.acc: 94.7566, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2270, s1.loss_cls: 0.0690, s1.acc: 95.0937, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1132, s2.loss_cls: 0.0336, s2.acc: 95.1189, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0531, loss: 1.0578 +2025-06-26 04:44:48,424 - mmdet - INFO - Epoch [16][2000/7330] lr: 1.000e-04, eta: 1 day, 19:19:49, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1619, s0.acc: 94.3611, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2302, s1.loss_cls: 0.0744, s1.acc: 94.6976, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1149, s2.loss_cls: 0.0362, s2.acc: 94.6438, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1075 +2025-06-26 04:45:36,512 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 04:45:36,513 - mmdet - INFO - Epoch [16][2050/7330] lr: 1.000e-04, eta: 1 day, 19:18:54, time: 0.962, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1639, s0.acc: 94.3604, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2278, s1.loss_cls: 0.0746, s1.acc: 94.6612, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1127, s2.loss_cls: 0.0357, s2.acc: 94.7513, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0529, loss: 1.0932 +2025-06-26 04:46:25,348 - mmdet - INFO - Epoch [16][2100/7330] lr: 1.000e-04, eta: 1 day, 19:17:59, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1725, s0.acc: 94.0261, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2301, s1.loss_cls: 0.0791, s1.acc: 94.3603, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1153, s2.loss_cls: 0.0387, s2.acc: 94.3662, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1463 +2025-06-26 04:47:13,379 - mmdet - INFO - Epoch [16][2150/7330] lr: 1.000e-04, eta: 1 day, 19:17:03, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1504, s0.acc: 94.7112, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2262, s1.loss_cls: 0.0701, s1.acc: 94.8749, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1127, s2.loss_cls: 0.0349, s2.acc: 94.8354, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.0668 +2025-06-26 04:48:04,638 - mmdet - INFO - Epoch [16][2200/7330] lr: 1.000e-04, eta: 1 day, 19:16:12, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1596, s0.acc: 94.4124, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2347, s1.loss_cls: 0.0730, s1.acc: 94.8385, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1164, s2.loss_cls: 0.0355, s2.acc: 94.8495, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0552, loss: 1.1072 +2025-06-26 04:48:52,672 - mmdet - INFO - Epoch [16][2250/7330] lr: 1.000e-04, eta: 1 day, 19:15:16, time: 0.961, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1565, s0.acc: 94.5549, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2303, s1.loss_cls: 0.0720, s1.acc: 94.8378, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1147, s2.loss_cls: 0.0355, s2.acc: 94.8155, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0543, loss: 1.0803 +2025-06-26 04:49:50,446 - mmdet - INFO - Epoch [16][2300/7330] lr: 1.000e-04, eta: 1 day, 19:14:33, time: 1.155, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1699, s0.acc: 94.1233, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2335, s1.loss_cls: 0.0768, s1.acc: 94.4486, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1157, s2.loss_cls: 0.0371, s2.acc: 94.4911, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0550, loss: 1.1280 +2025-06-26 04:50:45,860 - mmdet - INFO - Epoch [16][2350/7330] lr: 1.000e-04, eta: 1 day, 19:13:47, time: 1.108, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1595, s0.acc: 94.4788, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2300, s1.loss_cls: 0.0730, s1.acc: 94.8720, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1147, s2.loss_cls: 0.0355, s2.acc: 94.7599, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0541, loss: 1.0926 +2025-06-26 04:51:36,818 - mmdet - INFO - Epoch [16][2400/7330] lr: 1.000e-04, eta: 1 day, 19:12:55, time: 1.019, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1646, s0.acc: 94.2349, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2333, s1.loss_cls: 0.0750, s1.acc: 94.5692, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1151, s2.loss_cls: 0.0363, s2.acc: 94.5877, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1201 +2025-06-26 04:52:25,450 - mmdet - INFO - Epoch [16][2450/7330] lr: 1.000e-04, eta: 1 day, 19:12:01, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1607, s0.acc: 94.2832, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2320, s1.loss_cls: 0.0735, s1.acc: 94.6562, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1162, s2.loss_cls: 0.0360, s2.acc: 94.7042, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1099 +2025-06-26 04:53:13,608 - mmdet - INFO - Epoch [16][2500/7330] lr: 1.000e-04, eta: 1 day, 19:11:05, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1575, s0.acc: 94.5010, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2316, s1.loss_cls: 0.0724, s1.acc: 94.8936, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1157, s2.loss_cls: 0.0350, s2.acc: 94.9163, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0544, loss: 1.0965 +2025-06-26 04:54:01,677 - mmdet - INFO - Epoch [16][2550/7330] lr: 1.000e-04, eta: 1 day, 19:10:09, time: 0.961, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1641, s0.acc: 94.2124, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2280, s1.loss_cls: 0.0762, s1.acc: 94.4635, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1140, s2.loss_cls: 0.0374, s2.acc: 94.4136, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0540, loss: 1.1021 +2025-06-26 04:54:52,664 - mmdet - INFO - Epoch [16][2600/7330] lr: 1.000e-04, eta: 1 day, 19:09:17, time: 1.020, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1654, s0.acc: 94.1790, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2295, s1.loss_cls: 0.0760, s1.acc: 94.5365, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1148, s2.loss_cls: 0.0368, s2.acc: 94.4861, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.1227 +2025-06-26 04:55:41,259 - mmdet - INFO - Epoch [16][2650/7330] lr: 1.000e-04, eta: 1 day, 19:08:22, time: 0.972, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1641, s0.acc: 94.1833, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2328, s1.loss_cls: 0.0753, s1.acc: 94.5423, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1139, s2.loss_cls: 0.0363, s2.acc: 94.6135, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.1225 +2025-06-26 04:56:30,143 - mmdet - INFO - Epoch [16][2700/7330] lr: 1.000e-04, eta: 1 day, 19:07:28, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1646, s0.acc: 94.1584, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2350, s1.loss_cls: 0.0748, s1.acc: 94.5213, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1164, s2.loss_cls: 0.0361, s2.acc: 94.5496, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1365 +2025-06-26 04:57:35,663 - mmdet - INFO - Epoch [16][2750/7330] lr: 1.000e-04, eta: 1 day, 19:06:55, time: 1.310, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1597, s0.acc: 94.4436, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2313, s1.loss_cls: 0.0740, s1.acc: 94.7305, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1159, s2.loss_cls: 0.0359, s2.acc: 94.7024, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0543, loss: 1.1038 +2025-06-26 04:58:27,391 - mmdet - INFO - Epoch [16][2800/7330] lr: 1.000e-04, eta: 1 day, 19:06:05, time: 1.035, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1740, s0.acc: 93.8396, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2345, s1.loss_cls: 0.0795, s1.acc: 94.2509, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1166, s2.loss_cls: 0.0387, s2.acc: 94.2094, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1466 +2025-06-26 04:59:15,424 - mmdet - INFO - Epoch [16][2850/7330] lr: 1.000e-04, eta: 1 day, 19:05:09, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1526, s0.acc: 94.7310, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2242, s1.loss_cls: 0.0690, s1.acc: 95.0609, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1118, s2.loss_cls: 0.0339, s2.acc: 94.9780, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0530, loss: 1.0556 +2025-06-26 05:00:03,454 - mmdet - INFO - Epoch [16][2900/7330] lr: 1.000e-04, eta: 1 day, 19:04:13, time: 0.961, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1581, s0.acc: 94.4790, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2285, s1.loss_cls: 0.0720, s1.acc: 94.8845, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1139, s2.loss_cls: 0.0346, s2.acc: 94.9207, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0539, loss: 1.0873 +2025-06-26 05:00:51,493 - mmdet - INFO - Epoch [16][2950/7330] lr: 1.000e-04, eta: 1 day, 19:03:17, time: 0.961, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1599, s0.acc: 94.4585, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2359, s1.loss_cls: 0.0738, s1.acc: 94.7555, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1176, s2.loss_cls: 0.0360, s2.acc: 94.7212, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0553, loss: 1.1140 +2025-06-26 05:01:42,167 - mmdet - INFO - Epoch [16][3000/7330] lr: 1.000e-04, eta: 1 day, 19:02:25, time: 1.013, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1654, s0.acc: 94.1543, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2330, s1.loss_cls: 0.0757, s1.acc: 94.5353, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1148, s2.loss_cls: 0.0367, s2.acc: 94.5671, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1206 +2025-06-26 05:02:30,768 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 05:02:30,769 - mmdet - INFO - Epoch [16][3050/7330] lr: 1.000e-04, eta: 1 day, 19:01:30, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1579, s0.acc: 94.4580, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2268, s1.loss_cls: 0.0721, s1.acc: 94.8448, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1135, s2.loss_cls: 0.0353, s2.acc: 94.7898, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0867 +2025-06-26 05:03:19,085 - mmdet - INFO - Epoch [16][3100/7330] lr: 1.000e-04, eta: 1 day, 19:00:35, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1625, s0.acc: 94.3098, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2280, s1.loss_cls: 0.0740, s1.acc: 94.6777, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1129, s2.loss_cls: 0.0358, s2.acc: 94.7578, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.1005 +2025-06-26 05:04:26,158 - mmdet - INFO - Epoch [16][3150/7330] lr: 1.000e-04, eta: 1 day, 19:00:05, time: 1.341, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1615, s0.acc: 94.4622, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2367, s1.loss_cls: 0.0743, s1.acc: 94.7809, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1175, s2.loss_cls: 0.0372, s2.acc: 94.5995, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0550, loss: 1.1134 +2025-06-26 05:05:17,212 - mmdet - INFO - Epoch [16][3200/7330] lr: 1.000e-04, eta: 1 day, 18:59:13, time: 1.021, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1604, s0.acc: 94.3359, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2294, s1.loss_cls: 0.0754, s1.acc: 94.5705, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1143, s2.loss_cls: 0.0367, s2.acc: 94.6100, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.1030 +2025-06-26 05:06:05,752 - mmdet - INFO - Epoch [16][3250/7330] lr: 1.000e-04, eta: 1 day, 18:58:18, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1592, s0.acc: 94.4243, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2279, s1.loss_cls: 0.0731, s1.acc: 94.7740, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1144, s2.loss_cls: 0.0362, s2.acc: 94.6664, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.0980 +2025-06-26 05:06:54,455 - mmdet - INFO - Epoch [16][3300/7330] lr: 1.000e-04, eta: 1 day, 18:57:23, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1627, s0.acc: 94.3325, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2357, s1.loss_cls: 0.0749, s1.acc: 94.6046, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1172, s2.loss_cls: 0.0365, s2.acc: 94.6285, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0556, loss: 1.1276 +2025-06-26 05:07:43,400 - mmdet - INFO - Epoch [16][3350/7330] lr: 1.000e-04, eta: 1 day, 18:56:28, time: 0.979, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1720, s0.acc: 94.0212, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2313, s1.loss_cls: 0.0776, s1.acc: 94.4095, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1153, s2.loss_cls: 0.0379, s2.acc: 94.4339, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1394 +2025-06-26 05:08:31,537 - mmdet - INFO - Epoch [16][3400/7330] lr: 1.000e-04, eta: 1 day, 18:55:33, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1658, s0.acc: 94.3376, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2288, s1.loss_cls: 0.0755, s1.acc: 94.6051, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1145, s2.loss_cls: 0.0364, s2.acc: 94.6743, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1110 +2025-06-26 05:09:22,756 - mmdet - INFO - Epoch [16][3450/7330] lr: 1.000e-04, eta: 1 day, 18:54:41, time: 1.024, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1614, s0.acc: 94.3545, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2339, s1.loss_cls: 0.0753, s1.acc: 94.6310, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1163, s2.loss_cls: 0.0369, s2.acc: 94.5702, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1184 +2025-06-26 05:10:11,229 - mmdet - INFO - Epoch [16][3500/7330] lr: 1.000e-04, eta: 1 day, 18:53:46, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1645, s0.acc: 94.2434, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2345, s1.loss_cls: 0.0765, s1.acc: 94.5639, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1166, s2.loss_cls: 0.0370, s2.acc: 94.6379, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0545, loss: 1.1238 +2025-06-26 05:11:06,858 - mmdet - INFO - Epoch [16][3550/7330] lr: 1.000e-04, eta: 1 day, 18:53:01, time: 1.112, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1620, s0.acc: 94.2700, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2342, s1.loss_cls: 0.0750, s1.acc: 94.5699, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1161, s2.loss_cls: 0.0366, s2.acc: 94.5679, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1213 +2025-06-26 05:12:04,430 - mmdet - INFO - Epoch [16][3600/7330] lr: 1.000e-04, eta: 1 day, 18:52:18, time: 1.152, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1578, s0.acc: 94.5125, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2245, s1.loss_cls: 0.0715, s1.acc: 94.9432, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1124, s2.loss_cls: 0.0347, s2.acc: 94.8797, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0530, loss: 1.0740 +2025-06-26 05:12:56,368 - mmdet - INFO - Epoch [16][3650/7330] lr: 1.000e-04, eta: 1 day, 18:51:27, time: 1.039, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1723, s0.acc: 94.0227, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2383, s1.loss_cls: 0.0793, s1.acc: 94.2457, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1189, s2.loss_cls: 0.0384, s2.acc: 94.3707, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0556, loss: 1.1694 +2025-06-26 05:13:44,918 - mmdet - INFO - Epoch [16][3700/7330] lr: 1.000e-04, eta: 1 day, 18:50:32, time: 0.971, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1645, s0.acc: 94.1841, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2337, s1.loss_cls: 0.0748, s1.acc: 94.5118, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1154, s2.loss_cls: 0.0368, s2.acc: 94.5489, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1230 +2025-06-26 05:14:33,381 - mmdet - INFO - Epoch [16][3750/7330] lr: 1.000e-04, eta: 1 day, 18:49:37, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1712, s0.acc: 94.0159, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2267, s1.loss_cls: 0.0791, s1.acc: 94.3336, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1124, s2.loss_cls: 0.0380, s2.acc: 94.3478, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1370 +2025-06-26 05:15:21,481 - mmdet - INFO - Epoch [16][3800/7330] lr: 1.000e-04, eta: 1 day, 18:48:41, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1565, s0.acc: 94.3489, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2261, s1.loss_cls: 0.0729, s1.acc: 94.6669, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1127, s2.loss_cls: 0.0361, s2.acc: 94.5295, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0954 +2025-06-26 05:16:12,276 - mmdet - INFO - Epoch [16][3850/7330] lr: 1.000e-04, eta: 1 day, 18:47:49, time: 1.016, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1568, s0.acc: 94.5271, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2256, s1.loss_cls: 0.0721, s1.acc: 94.8180, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1126, s2.loss_cls: 0.0353, s2.acc: 94.8521, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0816 +2025-06-26 05:17:00,343 - mmdet - INFO - Epoch [16][3900/7330] lr: 1.000e-04, eta: 1 day, 18:46:54, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1563, s0.acc: 94.4871, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2326, s1.loss_cls: 0.0729, s1.acc: 94.7631, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1150, s2.loss_cls: 0.0351, s2.acc: 94.7958, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0542, loss: 1.0879 +2025-06-26 05:17:48,261 - mmdet - INFO - Epoch [16][3950/7330] lr: 1.000e-04, eta: 1 day, 18:45:58, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1590, s0.acc: 94.4470, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2265, s1.loss_cls: 0.0728, s1.acc: 94.7283, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 94.6331, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0530, loss: 1.0726 +2025-06-26 05:18:53,926 - mmdet - INFO - Epoch [16][4000/7330] lr: 1.000e-04, eta: 1 day, 18:45:25, time: 1.313, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1554, s0.acc: 94.5344, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2238, s1.loss_cls: 0.0724, s1.acc: 94.7993, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1113, s2.loss_cls: 0.0354, s2.acc: 94.7778, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0523, loss: 1.0668 +2025-06-26 05:19:44,686 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 05:19:44,686 - mmdet - INFO - Epoch [16][4050/7330] lr: 1.000e-04, eta: 1 day, 18:44:33, time: 1.015, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1682, s0.acc: 94.1711, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2304, s1.loss_cls: 0.0781, s1.acc: 94.4299, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1145, s2.loss_cls: 0.0381, s2.acc: 94.4349, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.1184 +2025-06-26 05:20:33,273 - mmdet - INFO - Epoch [16][4100/7330] lr: 1.000e-04, eta: 1 day, 18:43:38, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1632, s0.acc: 94.2964, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2270, s1.loss_cls: 0.0753, s1.acc: 94.5961, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1131, s2.loss_cls: 0.0370, s2.acc: 94.5086, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.1100 +2025-06-26 05:21:22,026 - mmdet - INFO - Epoch [16][4150/7330] lr: 1.000e-04, eta: 1 day, 18:42:44, time: 0.975, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1534, s0.acc: 94.5461, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2282, s1.loss_cls: 0.0711, s1.acc: 94.8255, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0348, s2.acc: 94.7365, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0529, loss: 1.0813 +2025-06-26 05:22:10,667 - mmdet - INFO - Epoch [16][4200/7330] lr: 1.000e-04, eta: 1 day, 18:41:49, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1615, s0.acc: 94.3010, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2371, s1.loss_cls: 0.0752, s1.acc: 94.5562, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1166, s2.loss_cls: 0.0365, s2.acc: 94.5904, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1242 +2025-06-26 05:23:01,592 - mmdet - INFO - Epoch [16][4250/7330] lr: 1.000e-04, eta: 1 day, 18:40:57, time: 1.018, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1602, s0.acc: 94.3606, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2299, s1.loss_cls: 0.0740, s1.acc: 94.6152, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1147, s2.loss_cls: 0.0364, s2.acc: 94.6011, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1048 +2025-06-26 05:23:49,765 - mmdet - INFO - Epoch [16][4300/7330] lr: 1.000e-04, eta: 1 day, 18:40:01, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1644, s0.acc: 94.2705, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2321, s1.loss_cls: 0.0760, s1.acc: 94.5249, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1151, s2.loss_cls: 0.0369, s2.acc: 94.5330, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1176 +2025-06-26 05:24:38,526 - mmdet - INFO - Epoch [16][4350/7330] lr: 1.000e-04, eta: 1 day, 18:39:07, time: 0.975, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1704, s0.acc: 94.0393, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2344, s1.loss_cls: 0.0791, s1.acc: 94.2873, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1170, s2.loss_cls: 0.0383, s2.acc: 94.3450, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1404 +2025-06-26 05:25:43,640 - mmdet - INFO - Epoch [16][4400/7330] lr: 1.000e-04, eta: 1 day, 18:38:33, time: 1.302, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1619, s0.acc: 94.3933, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2286, s1.loss_cls: 0.0744, s1.acc: 94.6987, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1153, s2.loss_cls: 0.0358, s2.acc: 94.7965, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1011 +2025-06-26 05:26:34,410 - mmdet - INFO - Epoch [16][4450/7330] lr: 1.000e-04, eta: 1 day, 18:37:41, time: 1.015, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1589, s0.acc: 94.4219, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2270, s1.loss_cls: 0.0731, s1.acc: 94.7394, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1126, s2.loss_cls: 0.0361, s2.acc: 94.6019, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0918 +2025-06-26 05:27:23,265 - mmdet - INFO - Epoch [16][4500/7330] lr: 1.000e-04, eta: 1 day, 18:36:47, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1695, s0.acc: 94.0327, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2299, s1.loss_cls: 0.0779, s1.acc: 94.3047, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1140, s2.loss_cls: 0.0382, s2.acc: 94.2955, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1246 +2025-06-26 05:28:11,880 - mmdet - INFO - Epoch [16][4550/7330] lr: 1.000e-04, eta: 1 day, 18:35:52, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1603, s0.acc: 94.3118, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2314, s1.loss_cls: 0.0743, s1.acc: 94.5482, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1151, s2.loss_cls: 0.0361, s2.acc: 94.6545, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.1018 +2025-06-26 05:29:00,327 - mmdet - INFO - Epoch [16][4600/7330] lr: 1.000e-04, eta: 1 day, 18:34:57, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1561, s0.acc: 94.6384, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2310, s1.loss_cls: 0.0709, s1.acc: 95.0149, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1158, s2.loss_cls: 0.0348, s2.acc: 94.8686, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.0952 +2025-06-26 05:29:47,740 - mmdet - INFO - Epoch [16][4650/7330] lr: 1.000e-04, eta: 1 day, 18:34:00, time: 0.948, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1531, s0.acc: 94.6658, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2273, s1.loss_cls: 0.0696, s1.acc: 95.0327, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1134, s2.loss_cls: 0.0336, s2.acc: 95.0783, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0533, loss: 1.0593 +2025-06-26 05:30:38,229 - mmdet - INFO - Epoch [16][4700/7330] lr: 1.000e-04, eta: 1 day, 18:33:08, time: 1.010, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1584, s0.acc: 94.5229, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2332, s1.loss_cls: 0.0731, s1.acc: 94.8282, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1149, s2.loss_cls: 0.0349, s2.acc: 94.9540, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0907 +2025-06-26 05:31:27,003 - mmdet - INFO - Epoch [16][4750/7330] lr: 1.000e-04, eta: 1 day, 18:32:13, time: 0.976, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1616, s0.acc: 94.3391, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2315, s1.loss_cls: 0.0750, s1.acc: 94.6522, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1148, s2.loss_cls: 0.0368, s2.acc: 94.6271, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1194 +2025-06-26 05:32:22,141 - mmdet - INFO - Epoch [16][4800/7330] lr: 1.000e-04, eta: 1 day, 18:31:27, time: 1.103, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1577, s0.acc: 94.4231, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2307, s1.loss_cls: 0.0722, s1.acc: 94.7570, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1144, s2.loss_cls: 0.0356, s2.acc: 94.6747, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.0928 +2025-06-26 05:33:17,603 - mmdet - INFO - Epoch [16][4850/7330] lr: 1.000e-04, eta: 1 day, 18:30:41, time: 1.109, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1538, s0.acc: 94.6785, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2360, s1.loss_cls: 0.0697, s1.acc: 95.0423, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1173, s2.loss_cls: 0.0339, s2.acc: 94.9613, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0552, loss: 1.0828 +2025-06-26 05:34:07,961 - mmdet - INFO - Epoch [16][4900/7330] lr: 1.000e-04, eta: 1 day, 18:29:48, time: 1.007, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1484, s0.acc: 94.7070, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2267, s1.loss_cls: 0.0685, s1.acc: 94.9913, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1131, s2.loss_cls: 0.0338, s2.acc: 94.8156, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0581 +2025-06-26 05:34:55,995 - mmdet - INFO - Epoch [16][4950/7330] lr: 1.000e-04, eta: 1 day, 18:28:53, time: 0.961, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1579, s0.acc: 94.4534, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2382, s1.loss_cls: 0.0727, s1.acc: 94.7831, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1174, s2.loss_cls: 0.0353, s2.acc: 94.7838, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0550, loss: 1.1011 +2025-06-26 05:35:43,411 - mmdet - INFO - Epoch [16][5000/7330] lr: 1.000e-04, eta: 1 day, 18:27:56, time: 0.948, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1497, s0.acc: 94.8237, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2291, s1.loss_cls: 0.0680, s1.acc: 95.1605, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1137, s2.loss_cls: 0.0331, s2.acc: 95.1943, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0535, loss: 1.0552 +2025-06-26 05:36:30,854 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 05:36:30,854 - mmdet - INFO - Epoch [16][5050/7330] lr: 1.000e-04, eta: 1 day, 18:27:00, time: 0.949, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1520, s0.acc: 94.7200, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2289, s1.loss_cls: 0.0693, s1.acc: 95.0204, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1142, s2.loss_cls: 0.0334, s2.acc: 95.0531, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0539, loss: 1.0684 +2025-06-26 05:37:21,708 - mmdet - INFO - Epoch [16][5100/7330] lr: 1.000e-04, eta: 1 day, 18:26:08, time: 1.017, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1610, s0.acc: 94.3132, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2317, s1.loss_cls: 0.0743, s1.acc: 94.5990, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1151, s2.loss_cls: 0.0365, s2.acc: 94.6268, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1044 +2025-06-26 05:38:10,454 - mmdet - INFO - Epoch [16][5150/7330] lr: 1.000e-04, eta: 1 day, 18:25:14, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1726, s0.acc: 93.9077, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2432, s1.loss_cls: 0.0800, s1.acc: 94.3074, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1200, s2.loss_cls: 0.0387, s2.acc: 94.3464, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0560, loss: 1.1722 +2025-06-26 05:38:57,984 - mmdet - INFO - Epoch [16][5200/7330] lr: 1.000e-04, eta: 1 day, 18:24:17, time: 0.951, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1517, s0.acc: 94.7581, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2251, s1.loss_cls: 0.0704, s1.acc: 95.0157, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1128, s2.loss_cls: 0.0340, s2.acc: 95.0477, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0532, loss: 1.0542 +2025-06-26 05:39:59,068 - mmdet - INFO - Epoch [16][5250/7330] lr: 1.000e-04, eta: 1 day, 18:23:39, time: 1.221, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1691, s0.acc: 94.0967, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2330, s1.loss_cls: 0.0778, s1.acc: 94.4386, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1160, s2.loss_cls: 0.0377, s2.acc: 94.4969, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1465 +2025-06-26 05:40:50,167 - mmdet - INFO - Epoch [16][5300/7330] lr: 1.000e-04, eta: 1 day, 18:22:47, time: 1.023, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1581, s0.acc: 94.4839, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2254, s1.loss_cls: 0.0729, s1.acc: 94.6947, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1117, s2.loss_cls: 0.0354, s2.acc: 94.7872, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0816 +2025-06-26 05:41:38,030 - mmdet - INFO - Epoch [16][5350/7330] lr: 1.000e-04, eta: 1 day, 18:21:51, time: 0.957, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1581, s0.acc: 94.4026, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2300, s1.loss_cls: 0.0735, s1.acc: 94.5651, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1134, s2.loss_cls: 0.0353, s2.acc: 94.6460, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0531, loss: 1.0874 +2025-06-26 05:42:26,734 - mmdet - INFO - Epoch [16][5400/7330] lr: 1.000e-04, eta: 1 day, 18:20:56, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1834, s0.acc: 93.6169, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2376, s1.loss_cls: 0.0845, s1.acc: 94.0317, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1169, s2.loss_cls: 0.0410, s2.acc: 93.8985, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0550, loss: 1.1960 +2025-06-26 05:43:14,902 - mmdet - INFO - Epoch [16][5450/7330] lr: 1.000e-04, eta: 1 day, 18:20:01, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1707, s0.acc: 94.0837, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2338, s1.loss_cls: 0.0783, s1.acc: 94.3872, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1154, s2.loss_cls: 0.0376, s2.acc: 94.5456, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1358 +2025-06-26 05:44:05,311 - mmdet - INFO - Epoch [16][5500/7330] lr: 1.000e-04, eta: 1 day, 18:19:09, time: 1.008, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1586, s0.acc: 94.3784, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2304, s1.loss_cls: 0.0737, s1.acc: 94.6855, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1149, s2.loss_cls: 0.0359, s2.acc: 94.6538, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.0943 +2025-06-26 05:44:53,415 - mmdet - INFO - Epoch [16][5550/7330] lr: 1.000e-04, eta: 1 day, 18:18:13, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1698, s0.acc: 94.0271, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2348, s1.loss_cls: 0.0782, s1.acc: 94.3128, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1172, s2.loss_cls: 0.0383, s2.acc: 94.3134, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1354 +2025-06-26 05:45:42,256 - mmdet - INFO - Epoch [16][5600/7330] lr: 1.000e-04, eta: 1 day, 18:17:19, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1672, s0.acc: 94.1353, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2322, s1.loss_cls: 0.0782, s1.acc: 94.4333, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1154, s2.loss_cls: 0.0381, s2.acc: 94.3955, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0543, loss: 1.1285 +2025-06-26 05:46:44,441 - mmdet - INFO - Epoch [16][5650/7330] lr: 1.000e-04, eta: 1 day, 18:16:41, time: 1.244, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1574, s0.acc: 94.5405, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2323, s1.loss_cls: 0.0714, s1.acc: 94.9306, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1162, s2.loss_cls: 0.0345, s2.acc: 94.9279, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.0959 +2025-06-26 05:47:35,016 - mmdet - INFO - Epoch [16][5700/7330] lr: 1.000e-04, eta: 1 day, 18:15:49, time: 1.011, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1601, s0.acc: 94.5496, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2300, s1.loss_cls: 0.0745, s1.acc: 94.7903, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1152, s2.loss_cls: 0.0360, s2.acc: 94.8177, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.0958 +2025-06-26 05:48:23,014 - mmdet - INFO - Epoch [16][5750/7330] lr: 1.000e-04, eta: 1 day, 18:14:53, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1562, s0.acc: 94.5247, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2282, s1.loss_cls: 0.0720, s1.acc: 94.7818, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1122, s2.loss_cls: 0.0350, s2.acc: 94.9104, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0527, loss: 1.0812 +2025-06-26 05:49:11,031 - mmdet - INFO - Epoch [16][5800/7330] lr: 1.000e-04, eta: 1 day, 18:13:58, time: 0.961, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1628, s0.acc: 94.2803, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2229, s1.loss_cls: 0.0754, s1.acc: 94.5655, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1121, s2.loss_cls: 0.0367, s2.acc: 94.5231, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0952 +2025-06-26 05:49:59,435 - mmdet - INFO - Epoch [16][5850/7330] lr: 1.000e-04, eta: 1 day, 18:13:03, time: 0.968, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1593, s0.acc: 94.3770, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2270, s1.loss_cls: 0.0737, s1.acc: 94.6574, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1141, s2.loss_cls: 0.0364, s2.acc: 94.6649, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.0889 +2025-06-26 05:50:47,392 - mmdet - INFO - Epoch [16][5900/7330] lr: 1.000e-04, eta: 1 day, 18:12:07, time: 0.959, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1611, s0.acc: 94.3728, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2259, s1.loss_cls: 0.0747, s1.acc: 94.6834, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1121, s2.loss_cls: 0.0365, s2.acc: 94.6455, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0855 +2025-06-26 05:51:37,692 - mmdet - INFO - Epoch [16][5950/7330] lr: 1.000e-04, eta: 1 day, 18:11:15, time: 1.006, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1670, s0.acc: 94.2200, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2333, s1.loss_cls: 0.0775, s1.acc: 94.4566, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1154, s2.loss_cls: 0.0374, s2.acc: 94.5508, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0541, loss: 1.1160 +2025-06-26 05:52:25,873 - mmdet - INFO - Epoch [16][6000/7330] lr: 1.000e-04, eta: 1 day, 18:10:19, time: 0.964, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1631, s0.acc: 94.3750, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2323, s1.loss_cls: 0.0739, s1.acc: 94.6666, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1164, s2.loss_cls: 0.0361, s2.acc: 94.6582, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0549, loss: 1.1129 +2025-06-26 05:53:21,358 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 05:53:21,358 - mmdet - INFO - Epoch [16][6050/7330] lr: 1.000e-04, eta: 1 day, 18:09:33, time: 1.109, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1661, s0.acc: 94.1226, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2387, s1.loss_cls: 0.0764, s1.acc: 94.4982, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1172, s2.loss_cls: 0.0368, s2.acc: 94.5149, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0549, loss: 1.1248 +2025-06-26 05:54:16,683 - mmdet - INFO - Epoch [16][6100/7330] lr: 1.000e-04, eta: 1 day, 18:08:47, time: 1.107, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1665, s0.acc: 94.2063, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2331, s1.loss_cls: 0.0758, s1.acc: 94.5661, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1148, s2.loss_cls: 0.0371, s2.acc: 94.6065, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.1253 +2025-06-26 05:55:06,898 - mmdet - INFO - Epoch [16][6150/7330] lr: 1.000e-04, eta: 1 day, 18:07:54, time: 1.004, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1557, s0.acc: 94.5845, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2290, s1.loss_cls: 0.0715, s1.acc: 94.8254, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1139, s2.loss_cls: 0.0352, s2.acc: 94.6683, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0535, loss: 1.0847 +2025-06-26 05:55:55,115 - mmdet - INFO - Epoch [16][6200/7330] lr: 1.000e-04, eta: 1 day, 18:06:59, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1599, s0.acc: 94.4558, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2263, s1.loss_cls: 0.0747, s1.acc: 94.7270, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1116, s2.loss_cls: 0.0363, s2.acc: 94.7134, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0914 +2025-06-26 05:56:42,957 - mmdet - INFO - Epoch [16][6250/7330] lr: 1.000e-04, eta: 1 day, 18:06:03, time: 0.956, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1572, s0.acc: 94.5554, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2293, s1.loss_cls: 0.0728, s1.acc: 94.8735, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1145, s2.loss_cls: 0.0357, s2.acc: 94.8402, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0539, loss: 1.0889 +2025-06-26 05:57:30,664 - mmdet - INFO - Epoch [16][6300/7330] lr: 1.000e-04, eta: 1 day, 18:05:07, time: 0.955, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1581, s0.acc: 94.4314, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2297, s1.loss_cls: 0.0731, s1.acc: 94.6618, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.5617, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0539, loss: 1.0929 +2025-06-26 05:58:22,079 - mmdet - INFO - Epoch [16][6350/7330] lr: 1.000e-04, eta: 1 day, 18:04:16, time: 1.028, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1676, s0.acc: 94.1509, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2337, s1.loss_cls: 0.0778, s1.acc: 94.4530, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1170, s2.loss_cls: 0.0376, s2.acc: 94.4944, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0547, loss: 1.1427 +2025-06-26 05:59:10,392 - mmdet - INFO - Epoch [16][6400/7330] lr: 1.000e-04, eta: 1 day, 18:03:21, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1670, s0.acc: 94.1143, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2352, s1.loss_cls: 0.0761, s1.acc: 94.4198, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1162, s2.loss_cls: 0.0369, s2.acc: 94.4173, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0548, loss: 1.1291 +2025-06-26 06:00:01,575 - mmdet - INFO - Epoch [16][6450/7330] lr: 1.000e-04, eta: 1 day, 18:02:30, time: 1.024, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1692, s0.acc: 94.0752, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2333, s1.loss_cls: 0.0775, s1.acc: 94.4304, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1146, s2.loss_cls: 0.0378, s2.acc: 94.3649, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1364 +2025-06-26 06:00:57,687 - mmdet - INFO - Epoch [16][6500/7330] lr: 1.000e-04, eta: 1 day, 18:01:44, time: 1.122, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1558, s0.acc: 94.5701, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2303, s1.loss_cls: 0.0710, s1.acc: 94.9224, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1149, s2.loss_cls: 0.0351, s2.acc: 94.7789, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0542, loss: 1.0782 +2025-06-26 06:01:48,216 - mmdet - INFO - Epoch [16][6550/7330] lr: 1.000e-04, eta: 1 day, 18:00:52, time: 1.010, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1590, s0.acc: 94.5010, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2357, s1.loss_cls: 0.0731, s1.acc: 94.7827, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1171, s2.loss_cls: 0.0354, s2.acc: 94.7443, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0551, loss: 1.1033 +2025-06-26 06:02:36,089 - mmdet - INFO - Epoch [16][6600/7330] lr: 1.000e-04, eta: 1 day, 17:59:56, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1573, s0.acc: 94.4717, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2303, s1.loss_cls: 0.0725, s1.acc: 94.7777, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1130, s2.loss_cls: 0.0350, s2.acc: 94.8436, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0913 +2025-06-26 06:03:24,285 - mmdet - INFO - Epoch [16][6650/7330] lr: 1.000e-04, eta: 1 day, 17:59:01, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1487, s0.acc: 94.7605, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2273, s1.loss_cls: 0.0685, s1.acc: 95.0785, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1136, s2.loss_cls: 0.0337, s2.acc: 95.0245, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0538, loss: 1.0618 +2025-06-26 06:04:12,651 - mmdet - INFO - Epoch [16][6700/7330] lr: 1.000e-04, eta: 1 day, 17:58:06, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1682, s0.acc: 94.1948, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2377, s1.loss_cls: 0.0771, s1.acc: 94.5717, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1176, s2.loss_cls: 0.0376, s2.acc: 94.5186, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1372 +2025-06-26 06:05:03,814 - mmdet - INFO - Epoch [16][6750/7330] lr: 1.000e-04, eta: 1 day, 17:57:15, time: 1.023, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1658, s0.acc: 94.1675, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2362, s1.loss_cls: 0.0763, s1.acc: 94.4681, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1161, s2.loss_cls: 0.0367, s2.acc: 94.5779, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1337 +2025-06-26 06:05:52,144 - mmdet - INFO - Epoch [16][6800/7330] lr: 1.000e-04, eta: 1 day, 17:56:20, time: 0.967, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1637, s0.acc: 94.2764, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2379, s1.loss_cls: 0.0754, s1.acc: 94.4843, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1188, s2.loss_cls: 0.0365, s2.acc: 94.5183, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0562, loss: 1.1255 +2025-06-26 06:06:40,499 - mmdet - INFO - Epoch [16][6850/7330] lr: 1.000e-04, eta: 1 day, 17:55:25, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1651, s0.acc: 94.1606, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2371, s1.loss_cls: 0.0752, s1.acc: 94.5548, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1172, s2.loss_cls: 0.0366, s2.acc: 94.6130, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1380 +2025-06-26 06:07:43,697 - mmdet - INFO - Epoch [16][6900/7330] lr: 1.000e-04, eta: 1 day, 17:54:48, time: 1.264, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1628, s0.acc: 94.2632, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2354, s1.loss_cls: 0.0764, s1.acc: 94.4698, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1160, s2.loss_cls: 0.0369, s2.acc: 94.5757, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1174 +2025-06-26 06:08:34,763 - mmdet - INFO - Epoch [16][6950/7330] lr: 1.000e-04, eta: 1 day, 17:53:57, time: 1.021, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1710, s0.acc: 94.0186, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2408, s1.loss_cls: 0.0788, s1.acc: 94.3349, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1191, s2.loss_cls: 0.0384, s2.acc: 94.3337, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0558, loss: 1.1616 +2025-06-26 06:09:23,270 - mmdet - INFO - Epoch [16][7000/7330] lr: 1.000e-04, eta: 1 day, 17:53:02, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1607, s0.acc: 94.4229, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2285, s1.loss_cls: 0.0744, s1.acc: 94.6882, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1127, s2.loss_cls: 0.0362, s2.acc: 94.6712, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0998 +2025-06-26 06:10:11,514 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 06:10:11,515 - mmdet - INFO - Epoch [16][7050/7330] lr: 1.000e-04, eta: 1 day, 17:52:07, time: 0.965, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1589, s0.acc: 94.4419, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2297, s1.loss_cls: 0.0733, s1.acc: 94.6894, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1145, s2.loss_cls: 0.0358, s2.acc: 94.7289, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0539, loss: 1.0911 +2025-06-26 06:10:59,235 - mmdet - INFO - Epoch [16][7100/7330] lr: 1.000e-04, eta: 1 day, 17:51:11, time: 0.954, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1659, s0.acc: 94.2952, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2345, s1.loss_cls: 0.0767, s1.acc: 94.5428, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1160, s2.loss_cls: 0.0373, s2.acc: 94.5691, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0541, loss: 1.1149 +2025-06-26 06:11:47,609 - mmdet - INFO - Epoch [16][7150/7330] lr: 1.000e-04, eta: 1 day, 17:50:16, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1563, s0.acc: 94.5869, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2245, s1.loss_cls: 0.0729, s1.acc: 94.8278, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1127, s2.loss_cls: 0.0355, s2.acc: 94.8678, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0532, loss: 1.0716 +2025-06-26 06:12:38,147 - mmdet - INFO - Epoch [16][7200/7330] lr: 1.000e-04, eta: 1 day, 17:49:24, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1557, s0.acc: 94.5378, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2270, s1.loss_cls: 0.0720, s1.acc: 94.8900, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1135, s2.loss_cls: 0.0354, s2.acc: 94.7253, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0537, loss: 1.0780 +2025-06-26 06:13:26,441 - mmdet - INFO - Epoch [16][7250/7330] lr: 1.000e-04, eta: 1 day, 17:48:28, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1638, s0.acc: 94.3887, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2336, s1.loss_cls: 0.0755, s1.acc: 94.6363, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1158, s2.loss_cls: 0.0370, s2.acc: 94.6499, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0544, loss: 1.1065 +2025-06-26 06:14:26,645 - mmdet - INFO - Epoch [16][7300/7330] lr: 1.000e-04, eta: 1 day, 17:47:48, time: 1.204, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1626, s0.acc: 94.3853, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2327, s1.loss_cls: 0.0741, s1.acc: 94.7226, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1161, s2.loss_cls: 0.0362, s2.acc: 94.5983, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.1045 +2025-06-26 06:15:06,533 - mmdet - INFO - Saving checkpoint at 16 epochs +2025-06-26 06:18:19,410 - mmdet - INFO - Evaluating bbox... +2025-06-26 06:18:52,531 - mmdet - INFO - Evaluating segm... +2025-06-26 06:19:28,385 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 06:19:28,385 - mmdet - INFO - Epoch(val) [16][7330] bbox_mAP: 0.4700, bbox_mAP_50: 0.6560, bbox_mAP_75: 0.5130, bbox_mAP_s: 0.3090, bbox_mAP_m: 0.5040, bbox_mAP_l: 0.6250, bbox_mAP_copypaste: 0.470 0.656 0.513 0.309 0.504 0.625, segm_mAP: 0.4050, segm_mAP_50: 0.6280, segm_mAP_75: 0.4380, segm_mAP_s: 0.2520, segm_mAP_m: 0.4400, segm_mAP_l: 0.5580, segm_mAP_copypaste: 0.405 0.628 0.438 0.252 0.440 0.558 +2025-06-26 06:21:34,904 - mmdet - INFO - Epoch [17][50/7330] lr: 1.000e-04, eta: 1 day, 17:47:22, time: 2.530, data_time: 1.498, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1614, s0.acc: 94.3799, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2333, s1.loss_cls: 0.0742, s1.acc: 94.6657, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1154, s2.loss_cls: 0.0361, s2.acc: 94.6605, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.1096 +2025-06-26 06:22:27,579 - mmdet - INFO - Epoch [17][100/7330] lr: 1.000e-04, eta: 1 day, 17:46:32, time: 1.053, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1572, s0.acc: 94.5278, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2320, s1.loss_cls: 0.0730, s1.acc: 94.7984, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1142, s2.loss_cls: 0.0354, s2.acc: 94.8411, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0537, loss: 1.0853 +2025-06-26 06:23:21,043 - mmdet - INFO - Epoch [17][150/7330] lr: 1.000e-04, eta: 1 day, 17:45:43, time: 1.069, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1596, s0.acc: 94.4060, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2291, s1.loss_cls: 0.0735, s1.acc: 94.7228, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1147, s2.loss_cls: 0.0359, s2.acc: 94.7089, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1019 +2025-06-26 06:24:14,047 - mmdet - INFO - Epoch [17][200/7330] lr: 1.000e-04, eta: 1 day, 17:44:54, time: 1.060, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1633, s0.acc: 94.3269, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2314, s1.loss_cls: 0.0744, s1.acc: 94.6654, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1144, s2.loss_cls: 0.0359, s2.acc: 94.7785, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1146 +2025-06-26 06:25:06,092 - mmdet - INFO - Epoch [17][250/7330] lr: 1.000e-04, eta: 1 day, 17:44:04, time: 1.041, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1632, s0.acc: 94.3755, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2292, s1.loss_cls: 0.0743, s1.acc: 94.7208, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.7690, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.0987 +2025-06-26 06:26:03,359 - mmdet - INFO - Epoch [17][300/7330] lr: 1.000e-04, eta: 1 day, 17:43:20, time: 1.145, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1690, s0.acc: 94.0225, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2307, s1.loss_cls: 0.0778, s1.acc: 94.4051, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1145, s2.loss_cls: 0.0375, s2.acc: 94.4522, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1374 +2025-06-26 06:27:04,900 - mmdet - INFO - Epoch [17][350/7330] lr: 1.000e-04, eta: 1 day, 17:42:41, time: 1.231, data_time: 0.040, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1614, s0.acc: 94.3401, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2277, s1.loss_cls: 0.0737, s1.acc: 94.7067, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1139, s2.loss_cls: 0.0358, s2.acc: 94.6545, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1077 +2025-06-26 06:27:57,814 - mmdet - INFO - Epoch [17][400/7330] lr: 1.000e-04, eta: 1 day, 17:41:52, time: 1.058, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1583, s0.acc: 94.3799, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2322, s1.loss_cls: 0.0723, s1.acc: 94.7089, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1154, s2.loss_cls: 0.0352, s2.acc: 94.7563, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.1084 +2025-06-26 06:28:48,683 - mmdet - INFO - Epoch [17][450/7330] lr: 1.000e-04, eta: 1 day, 17:41:00, time: 1.017, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1731, s0.acc: 93.8774, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2340, s1.loss_cls: 0.0800, s1.acc: 94.2675, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1162, s2.loss_cls: 0.0388, s2.acc: 94.3866, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1545 +2025-06-26 06:29:38,507 - mmdet - INFO - Epoch [17][500/7330] lr: 1.000e-04, eta: 1 day, 17:40:07, time: 0.997, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1630, s0.acc: 94.3213, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2293, s1.loss_cls: 0.0753, s1.acc: 94.5239, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1132, s2.loss_cls: 0.0367, s2.acc: 94.5097, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.0995 +2025-06-26 06:30:28,910 - mmdet - INFO - Epoch [17][550/7330] lr: 1.000e-04, eta: 1 day, 17:39:14, time: 1.008, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1638, s0.acc: 94.1343, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2303, s1.loss_cls: 0.0752, s1.acc: 94.4810, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1144, s2.loss_cls: 0.0365, s2.acc: 94.4641, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1180 +2025-06-26 06:31:18,891 - mmdet - INFO - Epoch [17][600/7330] lr: 1.000e-04, eta: 1 day, 17:38:21, time: 0.999, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1622, s0.acc: 94.3372, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2247, s1.loss_cls: 0.0744, s1.acc: 94.6436, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1120, s2.loss_cls: 0.0361, s2.acc: 94.6151, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.1002 +2025-06-26 06:32:09,027 - mmdet - INFO - Epoch [17][650/7330] lr: 1.000e-04, eta: 1 day, 17:37:28, time: 1.003, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1695, s0.acc: 94.1272, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2318, s1.loss_cls: 0.0776, s1.acc: 94.3964, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.2978, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0539, loss: 1.1338 +2025-06-26 06:33:02,674 - mmdet - INFO - Epoch [17][700/7330] lr: 1.000e-04, eta: 1 day, 17:36:40, time: 1.073, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1691, s0.acc: 94.0518, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2342, s1.loss_cls: 0.0776, s1.acc: 94.3815, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1164, s2.loss_cls: 0.0369, s2.acc: 94.5213, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0542, loss: 1.1428 +2025-06-26 06:34:09,990 - mmdet - INFO - Epoch [17][750/7330] lr: 1.000e-04, eta: 1 day, 17:36:08, time: 1.346, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1645, s0.acc: 94.2500, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2275, s1.loss_cls: 0.0754, s1.acc: 94.5488, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1132, s2.loss_cls: 0.0368, s2.acc: 94.5695, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1172 +2025-06-26 06:35:02,480 - mmdet - INFO - Epoch [17][800/7330] lr: 1.000e-04, eta: 1 day, 17:35:18, time: 1.050, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1613, s0.acc: 94.3655, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2313, s1.loss_cls: 0.0758, s1.acc: 94.5684, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1146, s2.loss_cls: 0.0365, s2.acc: 94.6734, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0535, loss: 1.1041 +2025-06-26 06:35:52,149 - mmdet - INFO - Epoch [17][850/7330] lr: 1.000e-04, eta: 1 day, 17:34:25, time: 0.993, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1610, s0.acc: 94.3508, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2310, s1.loss_cls: 0.0743, s1.acc: 94.6425, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1148, s2.loss_cls: 0.0364, s2.acc: 94.5727, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.1075 +2025-06-26 06:36:41,137 - mmdet - INFO - Epoch [17][900/7330] lr: 1.000e-04, eta: 1 day, 17:33:31, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1622, s0.acc: 94.2625, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2270, s1.loss_cls: 0.0744, s1.acc: 94.6276, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1128, s2.loss_cls: 0.0366, s2.acc: 94.5973, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1019 +2025-06-26 06:37:31,194 - mmdet - INFO - Epoch [17][950/7330] lr: 1.000e-04, eta: 1 day, 17:32:38, time: 1.001, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1539, s0.acc: 94.5103, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2231, s1.loss_cls: 0.0706, s1.acc: 94.8844, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1123, s2.loss_cls: 0.0347, s2.acc: 94.8922, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.0796 +2025-06-26 06:38:20,654 - mmdet - INFO - Epoch [17][1000/7330] lr: 1.000e-04, eta: 1 day, 17:31:44, time: 0.989, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1653, s0.acc: 94.0691, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2306, s1.loss_cls: 0.0768, s1.acc: 94.3107, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.3031, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1201 +2025-06-26 06:39:09,776 - mmdet - INFO - Epoch [17][1050/7330] lr: 1.000e-04, eta: 1 day, 17:30:50, time: 0.983, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1575, s0.acc: 94.4673, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2287, s1.loss_cls: 0.0737, s1.acc: 94.7025, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.6846, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0847 +2025-06-26 06:40:01,681 - mmdet - INFO - Epoch [17][1100/7330] lr: 1.000e-04, eta: 1 day, 17:29:59, time: 1.038, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1641, s0.acc: 94.3748, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2282, s1.loss_cls: 0.0752, s1.acc: 94.7247, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.6731, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1060 +2025-06-26 06:41:06,740 - mmdet - INFO - Epoch [17][1150/7330] lr: 1.000e-04, eta: 1 day, 17:29:25, time: 1.301, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1586, s0.acc: 94.5242, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2200, s1.loss_cls: 0.0730, s1.acc: 94.8044, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1106, s2.loss_cls: 0.0360, s2.acc: 94.6771, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0825 +2025-06-26 06:41:56,165 - mmdet - INFO - Epoch [17][1200/7330] lr: 1.000e-04, eta: 1 day, 17:28:31, time: 0.989, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1613, s0.acc: 94.4070, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2302, s1.loss_cls: 0.0731, s1.acc: 94.8108, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1153, s2.loss_cls: 0.0357, s2.acc: 94.7068, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.0993 +2025-06-26 06:42:48,013 - mmdet - INFO - Epoch [17][1250/7330] lr: 1.000e-04, eta: 1 day, 17:27:40, time: 1.037, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1698, s0.acc: 94.0754, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2337, s1.loss_cls: 0.0783, s1.acc: 94.3699, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1164, s2.loss_cls: 0.0382, s2.acc: 94.3452, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1422 +2025-06-26 06:43:37,130 - mmdet - INFO - Epoch [17][1300/7330] lr: 1.000e-04, eta: 1 day, 17:26:46, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1609, s0.acc: 94.2717, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2292, s1.loss_cls: 0.0748, s1.acc: 94.5674, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1141, s2.loss_cls: 0.0366, s2.acc: 94.5526, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1059 +2025-06-26 06:44:26,743 - mmdet - INFO - Epoch [17][1350/7330] lr: 1.000e-04, eta: 1 day, 17:25:53, time: 0.992, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1628, s0.acc: 94.3025, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2326, s1.loss_cls: 0.0748, s1.acc: 94.5771, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1151, s2.loss_cls: 0.0370, s2.acc: 94.5343, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1150 +2025-06-26 06:45:16,601 - mmdet - INFO - Epoch [17][1400/7330] lr: 1.000e-04, eta: 1 day, 17:25:00, time: 0.997, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1610, s0.acc: 94.2903, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2242, s1.loss_cls: 0.0746, s1.acc: 94.5889, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1121, s2.loss_cls: 0.0365, s2.acc: 94.5368, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.0990 +2025-06-26 06:46:06,372 - mmdet - INFO - Epoch [17][1450/7330] lr: 1.000e-04, eta: 1 day, 17:24:06, time: 0.995, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1605, s0.acc: 94.2610, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2282, s1.loss_cls: 0.0740, s1.acc: 94.5201, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1138, s2.loss_cls: 0.0366, s2.acc: 94.5036, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0537, loss: 1.1106 +2025-06-26 06:46:58,095 - mmdet - INFO - Epoch [17][1500/7330] lr: 1.000e-04, eta: 1 day, 17:23:15, time: 1.035, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1637, s0.acc: 94.3210, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2248, s1.loss_cls: 0.0745, s1.acc: 94.6757, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1122, s2.loss_cls: 0.0365, s2.acc: 94.6131, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1038 +2025-06-26 06:47:52,750 - mmdet - INFO - Epoch [17][1550/7330] lr: 1.000e-04, eta: 1 day, 17:22:28, time: 1.093, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1711, s0.acc: 93.9858, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2398, s1.loss_cls: 0.0792, s1.acc: 94.2691, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1192, s2.loss_cls: 0.0385, s2.acc: 94.2801, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0564, loss: 1.1650 +2025-06-26 06:48:53,774 - mmdet - INFO - Epoch [17][1600/7330] lr: 1.000e-04, eta: 1 day, 17:21:49, time: 1.221, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1646, s0.acc: 94.3311, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2218, s1.loss_cls: 0.0757, s1.acc: 94.5738, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1092, s2.loss_cls: 0.0368, s2.acc: 94.5778, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0880 +2025-06-26 06:49:45,606 - mmdet - INFO - Epoch [17][1650/7330] lr: 1.000e-04, eta: 1 day, 17:20:58, time: 1.037, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1601, s0.acc: 94.4175, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2221, s1.loss_cls: 0.0750, s1.acc: 94.6410, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1102, s2.loss_cls: 0.0362, s2.acc: 94.6841, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0814 +2025-06-26 06:50:34,656 - mmdet - INFO - Epoch [17][1700/7330] lr: 1.000e-04, eta: 1 day, 17:20:04, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1689, s0.acc: 94.1929, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2311, s1.loss_cls: 0.0779, s1.acc: 94.4986, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1148, s2.loss_cls: 0.0383, s2.acc: 94.4352, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0542, loss: 1.1316 +2025-06-26 06:51:24,085 - mmdet - INFO - Epoch [17][1750/7330] lr: 1.000e-04, eta: 1 day, 17:19:10, time: 0.989, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1699, s0.acc: 94.1042, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2299, s1.loss_cls: 0.0789, s1.acc: 94.3765, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1143, s2.loss_cls: 0.0379, s2.acc: 94.5061, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1314 +2025-06-26 06:52:13,465 - mmdet - INFO - Epoch [17][1800/7330] lr: 1.000e-04, eta: 1 day, 17:18:16, time: 0.988, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1671, s0.acc: 94.0957, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2329, s1.loss_cls: 0.0771, s1.acc: 94.3030, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1144, s2.loss_cls: 0.0376, s2.acc: 94.4895, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1343 +2025-06-26 06:53:02,276 - mmdet - INFO - Epoch [17][1850/7330] lr: 1.000e-04, eta: 1 day, 17:17:22, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1653, s0.acc: 94.2046, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2304, s1.loss_cls: 0.0764, s1.acc: 94.5138, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.5116, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.1183 +2025-06-26 06:53:52,099 - mmdet - INFO - Epoch [17][1900/7330] lr: 1.000e-04, eta: 1 day, 17:16:29, time: 0.996, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1663, s0.acc: 94.1531, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2295, s1.loss_cls: 0.0770, s1.acc: 94.4431, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1131, s2.loss_cls: 0.0375, s2.acc: 94.4461, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1260 +2025-06-26 06:54:44,006 - mmdet - INFO - Epoch [17][1950/7330] lr: 1.000e-04, eta: 1 day, 17:15:38, time: 1.039, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1695, s0.acc: 94.0527, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2339, s1.loss_cls: 0.0794, s1.acc: 94.2385, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1159, s2.loss_cls: 0.0388, s2.acc: 94.2403, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0542, loss: 1.1454 +2025-06-26 06:55:48,279 - mmdet - INFO - Epoch [17][2000/7330] lr: 1.000e-04, eta: 1 day, 17:15:02, time: 1.286, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1612, s0.acc: 94.4028, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2249, s1.loss_cls: 0.0742, s1.acc: 94.6723, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1120, s2.loss_cls: 0.0363, s2.acc: 94.5985, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0961 +2025-06-26 06:56:39,615 - mmdet - INFO - Epoch [17][2050/7330] lr: 1.000e-04, eta: 1 day, 17:14:11, time: 1.027, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1640, s0.acc: 94.2310, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2282, s1.loss_cls: 0.0761, s1.acc: 94.5092, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.4756, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1207 +2025-06-26 06:57:28,513 - mmdet - INFO - Epoch [17][2100/7330] lr: 1.000e-04, eta: 1 day, 17:13:17, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1729, s0.acc: 94.0344, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2357, s1.loss_cls: 0.0800, s1.acc: 94.3034, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1165, s2.loss_cls: 0.0384, s2.acc: 94.3174, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1549 +2025-06-26 06:58:17,802 - mmdet - INFO - Epoch [17][2150/7330] lr: 1.000e-04, eta: 1 day, 17:12:23, time: 0.985, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1683, s0.acc: 94.0420, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2378, s1.loss_cls: 0.0782, s1.acc: 94.4295, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1183, s2.loss_cls: 0.0385, s2.acc: 94.3429, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0559, loss: 1.1542 +2025-06-26 06:59:06,308 - mmdet - INFO - Epoch [17][2200/7330] lr: 1.000e-04, eta: 1 day, 17:11:28, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1571, s0.acc: 94.5505, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2299, s1.loss_cls: 0.0719, s1.acc: 94.8680, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1130, s2.loss_cls: 0.0352, s2.acc: 94.8485, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0533, loss: 1.0815 +2025-06-26 06:59:55,297 - mmdet - INFO - Epoch [17][2250/7330] lr: 1.000e-04, eta: 1 day, 17:10:34, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1599, s0.acc: 94.4282, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2292, s1.loss_cls: 0.0742, s1.acc: 94.6781, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1142, s2.loss_cls: 0.0358, s2.acc: 94.8016, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.0957 +2025-06-26 07:00:44,312 - mmdet - INFO - Epoch [17][2300/7330] lr: 1.000e-04, eta: 1 day, 17:09:40, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1640, s0.acc: 94.0833, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2382, s1.loss_cls: 0.0768, s1.acc: 94.3108, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1180, s2.loss_cls: 0.0374, s2.acc: 94.2990, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1392 +2025-06-26 07:01:35,925 - mmdet - INFO - Epoch [17][2350/7330] lr: 1.000e-04, eta: 1 day, 17:08:49, time: 1.032, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1694, s0.acc: 94.0100, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2292, s1.loss_cls: 0.0785, s1.acc: 94.3248, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1139, s2.loss_cls: 0.0379, s2.acc: 94.3463, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1334 +2025-06-26 07:02:39,600 - mmdet - INFO - Epoch [17][2400/7330] lr: 1.000e-04, eta: 1 day, 17:08:12, time: 1.273, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1700, s0.acc: 94.0017, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2384, s1.loss_cls: 0.0788, s1.acc: 94.3386, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1172, s2.loss_cls: 0.0382, s2.acc: 94.3070, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1544 +2025-06-26 07:03:31,390 - mmdet - INFO - Epoch [17][2450/7330] lr: 1.000e-04, eta: 1 day, 17:07:21, time: 1.036, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1649, s0.acc: 94.1516, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2320, s1.loss_cls: 0.0760, s1.acc: 94.5104, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1158, s2.loss_cls: 0.0373, s2.acc: 94.4604, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1296 +2025-06-26 07:04:20,626 - mmdet - INFO - Epoch [17][2500/7330] lr: 1.000e-04, eta: 1 day, 17:06:27, time: 0.985, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1673, s0.acc: 94.1453, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2325, s1.loss_cls: 0.0769, s1.acc: 94.4064, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1155, s2.loss_cls: 0.0371, s2.acc: 94.4348, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1309 +2025-06-26 07:05:09,090 - mmdet - INFO - Epoch [17][2550/7330] lr: 1.000e-04, eta: 1 day, 17:05:33, time: 0.969, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1573, s0.acc: 94.5195, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2275, s1.loss_cls: 0.0718, s1.acc: 94.9033, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1138, s2.loss_cls: 0.0354, s2.acc: 94.7810, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0886 +2025-06-26 07:05:57,679 - mmdet - INFO - Epoch [17][2600/7330] lr: 1.000e-04, eta: 1 day, 17:04:38, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1548, s0.acc: 94.6970, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2310, s1.loss_cls: 0.0711, s1.acc: 94.9761, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1145, s2.loss_cls: 0.0345, s2.acc: 94.9978, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0537, loss: 1.0811 +2025-06-26 07:06:46,183 - mmdet - INFO - Epoch [17][2650/7330] lr: 1.000e-04, eta: 1 day, 17:03:43, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1629, s0.acc: 94.2939, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2282, s1.loss_cls: 0.0755, s1.acc: 94.5455, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1140, s2.loss_cls: 0.0368, s2.acc: 94.4260, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.1085 +2025-06-26 07:07:34,991 - mmdet - INFO - Epoch [17][2700/7330] lr: 1.000e-04, eta: 1 day, 17:02:49, time: 0.976, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1656, s0.acc: 94.1726, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2320, s1.loss_cls: 0.0767, s1.acc: 94.4186, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1155, s2.loss_cls: 0.0377, s2.acc: 94.3856, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1250 +2025-06-26 07:08:26,419 - mmdet - INFO - Epoch [17][2750/7330] lr: 1.000e-04, eta: 1 day, 17:01:58, time: 1.029, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1573, s0.acc: 94.5010, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2299, s1.loss_cls: 0.0727, s1.acc: 94.7930, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1147, s2.loss_cls: 0.0352, s2.acc: 94.8797, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.0930 +2025-06-26 07:09:20,478 - mmdet - INFO - Epoch [17][2800/7330] lr: 1.000e-04, eta: 1 day, 17:01:09, time: 1.081, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1693, s0.acc: 94.1411, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2347, s1.loss_cls: 0.0772, s1.acc: 94.5005, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1158, s2.loss_cls: 0.0378, s2.acc: 94.5116, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1298 +2025-06-26 07:10:19,866 - mmdet - INFO - Epoch [17][2850/7330] lr: 1.000e-04, eta: 1 day, 17:00:28, time: 1.188, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1595, s0.acc: 94.2673, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2222, s1.loss_cls: 0.0742, s1.acc: 94.5462, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1108, s2.loss_cls: 0.0368, s2.acc: 94.5170, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0956 +2025-06-26 07:11:10,615 - mmdet - INFO - Epoch [17][2900/7330] lr: 1.000e-04, eta: 1 day, 16:59:36, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1597, s0.acc: 94.4216, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2274, s1.loss_cls: 0.0742, s1.acc: 94.6202, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1136, s2.loss_cls: 0.0360, s2.acc: 94.6960, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.0882 +2025-06-26 07:11:59,644 - mmdet - INFO - Epoch [17][2950/7330] lr: 1.000e-04, eta: 1 day, 16:58:42, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1695, s0.acc: 93.9829, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2372, s1.loss_cls: 0.0780, s1.acc: 94.3487, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1167, s2.loss_cls: 0.0387, s2.acc: 94.2306, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0551, loss: 1.1456 +2025-06-26 07:12:49,031 - mmdet - INFO - Epoch [17][3000/7330] lr: 1.000e-04, eta: 1 day, 16:57:48, time: 0.987, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1605, s0.acc: 94.3784, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2229, s1.loss_cls: 0.0757, s1.acc: 94.5736, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1110, s2.loss_cls: 0.0370, s2.acc: 94.5989, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0902 +2025-06-26 07:13:37,646 - mmdet - INFO - Epoch [17][3050/7330] lr: 1.000e-04, eta: 1 day, 16:56:53, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1639, s0.acc: 94.3757, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2308, s1.loss_cls: 0.0744, s1.acc: 94.6624, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1146, s2.loss_cls: 0.0361, s2.acc: 94.7033, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1063 +2025-06-26 07:14:26,200 - mmdet - INFO - Epoch [17][3100/7330] lr: 1.000e-04, eta: 1 day, 16:55:59, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1610, s0.acc: 94.4683, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2286, s1.loss_cls: 0.0738, s1.acc: 94.7870, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1145, s2.loss_cls: 0.0358, s2.acc: 94.7676, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.0933 +2025-06-26 07:15:15,175 - mmdet - INFO - Epoch [17][3150/7330] lr: 1.000e-04, eta: 1 day, 16:55:04, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1545, s0.acc: 94.5178, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2270, s1.loss_cls: 0.0715, s1.acc: 94.8718, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1127, s2.loss_cls: 0.0347, s2.acc: 94.9433, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0746 +2025-06-26 07:16:07,309 - mmdet - INFO - Epoch [17][3200/7330] lr: 1.000e-04, eta: 1 day, 16:54:14, time: 1.043, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1695, s0.acc: 94.0742, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2326, s1.loss_cls: 0.0789, s1.acc: 94.3296, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1160, s2.loss_cls: 0.0386, s2.acc: 94.2847, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0547, loss: 1.1448 +2025-06-26 07:17:11,934 - mmdet - INFO - Epoch [17][3250/7330] lr: 1.000e-04, eta: 1 day, 16:53:39, time: 1.292, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1609, s0.acc: 94.3000, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2276, s1.loss_cls: 0.0747, s1.acc: 94.5663, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1134, s2.loss_cls: 0.0367, s2.acc: 94.5413, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.1005 +2025-06-26 07:18:03,154 - mmdet - INFO - Epoch [17][3300/7330] lr: 1.000e-04, eta: 1 day, 16:52:47, time: 1.024, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1541, s0.acc: 94.6050, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2283, s1.loss_cls: 0.0710, s1.acc: 94.8873, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1138, s2.loss_cls: 0.0348, s2.acc: 94.8560, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.0713 +2025-06-26 07:18:52,062 - mmdet - INFO - Epoch [17][3350/7330] lr: 1.000e-04, eta: 1 day, 16:51:53, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1744, s0.acc: 93.8181, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2344, s1.loss_cls: 0.0811, s1.acc: 94.0989, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1162, s2.loss_cls: 0.0395, s2.acc: 94.0909, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1638 +2025-06-26 07:19:40,733 - mmdet - INFO - Epoch [17][3400/7330] lr: 1.000e-04, eta: 1 day, 16:50:58, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1578, s0.acc: 94.5332, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2291, s1.loss_cls: 0.0726, s1.acc: 94.7937, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1139, s2.loss_cls: 0.0352, s2.acc: 94.8159, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1009 +2025-06-26 07:20:29,401 - mmdet - INFO - Epoch [17][3450/7330] lr: 1.000e-04, eta: 1 day, 16:50:04, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1604, s0.acc: 94.4612, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2266, s1.loss_cls: 0.0733, s1.acc: 94.7707, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1134, s2.loss_cls: 0.0361, s2.acc: 94.6749, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.0882 +2025-06-26 07:21:17,415 - mmdet - INFO - Epoch [17][3500/7330] lr: 1.000e-04, eta: 1 day, 16:49:08, time: 0.960, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1583, s0.acc: 94.4536, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2275, s1.loss_cls: 0.0730, s1.acc: 94.7977, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1142, s2.loss_cls: 0.0355, s2.acc: 94.7498, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.0946 +2025-06-26 07:22:05,780 - mmdet - INFO - Epoch [17][3550/7330] lr: 1.000e-04, eta: 1 day, 16:48:14, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1576, s0.acc: 94.4656, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2260, s1.loss_cls: 0.0724, s1.acc: 94.8052, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1129, s2.loss_cls: 0.0349, s2.acc: 94.9069, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.0858 +2025-06-26 07:22:57,155 - mmdet - INFO - Epoch [17][3600/7330] lr: 1.000e-04, eta: 1 day, 16:47:22, time: 1.028, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1623, s0.acc: 94.3499, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2281, s1.loss_cls: 0.0751, s1.acc: 94.6387, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1139, s2.loss_cls: 0.0365, s2.acc: 94.6377, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1134 +2025-06-26 07:24:02,234 - mmdet - INFO - Epoch [17][3650/7330] lr: 1.000e-04, eta: 1 day, 16:46:47, time: 1.301, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1752, s0.acc: 93.9314, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2351, s1.loss_cls: 0.0812, s1.acc: 94.1790, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1171, s2.loss_cls: 0.0394, s2.acc: 94.2510, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0555, loss: 1.1627 +2025-06-26 07:24:53,051 - mmdet - INFO - Epoch [17][3700/7330] lr: 1.000e-04, eta: 1 day, 16:45:55, time: 1.016, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1605, s0.acc: 94.3125, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2241, s1.loss_cls: 0.0751, s1.acc: 94.6110, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1114, s2.loss_cls: 0.0373, s2.acc: 94.4591, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0525, loss: 1.1024 +2025-06-26 07:25:41,182 - mmdet - INFO - Epoch [17][3750/7330] lr: 1.000e-04, eta: 1 day, 16:45:00, time: 0.963, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1606, s0.acc: 94.3862, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2295, s1.loss_cls: 0.0745, s1.acc: 94.7126, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1144, s2.loss_cls: 0.0361, s2.acc: 94.6737, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0944 +2025-06-26 07:26:30,005 - mmdet - INFO - Epoch [17][3800/7330] lr: 1.000e-04, eta: 1 day, 16:44:06, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1672, s0.acc: 94.0447, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2344, s1.loss_cls: 0.0767, s1.acc: 94.3998, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1161, s2.loss_cls: 0.0375, s2.acc: 94.3582, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0548, loss: 1.1407 +2025-06-26 07:27:19,283 - mmdet - INFO - Epoch [17][3850/7330] lr: 1.000e-04, eta: 1 day, 16:43:12, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1573, s0.acc: 94.4475, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2302, s1.loss_cls: 0.0734, s1.acc: 94.7368, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0362, s2.acc: 94.7569, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1002 +2025-06-26 07:28:07,479 - mmdet - INFO - Epoch [17][3900/7330] lr: 1.000e-04, eta: 1 day, 16:42:17, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1595, s0.acc: 94.3650, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2374, s1.loss_cls: 0.0736, s1.acc: 94.6783, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1171, s2.loss_cls: 0.0359, s2.acc: 94.6005, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0550, loss: 1.1182 +2025-06-26 07:28:55,894 - mmdet - INFO - Epoch [17][3950/7330] lr: 1.000e-04, eta: 1 day, 16:41:22, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1620, s0.acc: 94.3354, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2310, s1.loss_cls: 0.0754, s1.acc: 94.5343, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1139, s2.loss_cls: 0.0366, s2.acc: 94.5130, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.1078 +2025-06-26 07:29:47,075 - mmdet - INFO - Epoch [17][4000/7330] lr: 1.000e-04, eta: 1 day, 16:40:30, time: 1.024, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1663, s0.acc: 94.1133, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2410, s1.loss_cls: 0.0769, s1.acc: 94.3898, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1195, s2.loss_cls: 0.0377, s2.acc: 94.4840, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0559, loss: 1.1378 +2025-06-26 07:30:45,211 - mmdet - INFO - Epoch [17][4050/7330] lr: 1.000e-04, eta: 1 day, 16:39:47, time: 1.163, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1644, s0.acc: 94.1450, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2331, s1.loss_cls: 0.0749, s1.acc: 94.5017, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1155, s2.loss_cls: 0.0366, s2.acc: 94.4953, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0544, loss: 1.1239 +2025-06-26 07:31:42,639 - mmdet - INFO - Epoch [17][4100/7330] lr: 1.000e-04, eta: 1 day, 16:39:03, time: 1.149, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1685, s0.acc: 94.1182, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2344, s1.loss_cls: 0.0777, s1.acc: 94.3642, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1157, s2.loss_cls: 0.0378, s2.acc: 94.3466, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1432 +2025-06-26 07:32:33,002 - mmdet - INFO - Epoch [17][4150/7330] lr: 1.000e-04, eta: 1 day, 16:38:10, time: 1.007, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1626, s0.acc: 94.3296, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2343, s1.loss_cls: 0.0747, s1.acc: 94.6371, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1158, s2.loss_cls: 0.0365, s2.acc: 94.6503, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0546, loss: 1.1133 +2025-06-26 07:33:21,572 - mmdet - INFO - Epoch [17][4200/7330] lr: 1.000e-04, eta: 1 day, 16:37:16, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1672, s0.acc: 94.2688, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2319, s1.loss_cls: 0.0789, s1.acc: 94.3657, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1152, s2.loss_cls: 0.0378, s2.acc: 94.4863, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0543, loss: 1.1200 +2025-06-26 07:34:09,714 - mmdet - INFO - Epoch [17][4250/7330] lr: 1.000e-04, eta: 1 day, 16:36:21, time: 0.963, data_time: 0.022, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1540, s0.acc: 94.6702, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2252, s1.loss_cls: 0.0713, s1.acc: 94.8878, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1121, s2.loss_cls: 0.0349, s2.acc: 94.8289, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0533, loss: 1.0509 +2025-06-26 07:34:57,315 - mmdet - INFO - Epoch [17][4300/7330] lr: 1.000e-04, eta: 1 day, 16:35:25, time: 0.952, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1594, s0.acc: 94.5500, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2313, s1.loss_cls: 0.0729, s1.acc: 94.8896, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1143, s2.loss_cls: 0.0352, s2.acc: 94.9880, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0537, loss: 1.0788 +2025-06-26 07:35:45,945 - mmdet - INFO - Epoch [17][4350/7330] lr: 1.000e-04, eta: 1 day, 16:34:30, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1593, s0.acc: 94.4734, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2306, s1.loss_cls: 0.0728, s1.acc: 94.8058, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1151, s2.loss_cls: 0.0357, s2.acc: 94.7934, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.1070 +2025-06-26 07:36:37,467 - mmdet - INFO - Epoch [17][4400/7330] lr: 1.000e-04, eta: 1 day, 16:33:39, time: 1.031, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1667, s0.acc: 94.1389, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2381, s1.loss_cls: 0.0780, s1.acc: 94.2681, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1170, s2.loss_cls: 0.0377, s2.acc: 94.2880, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0550, loss: 1.1485 +2025-06-26 07:37:26,043 - mmdet - INFO - Epoch [17][4450/7330] lr: 1.000e-04, eta: 1 day, 16:32:45, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1605, s0.acc: 94.3435, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2239, s1.loss_cls: 0.0745, s1.acc: 94.6156, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1124, s2.loss_cls: 0.0363, s2.acc: 94.5725, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0846 +2025-06-26 07:38:30,379 - mmdet - INFO - Epoch [17][4500/7330] lr: 1.000e-04, eta: 1 day, 16:32:09, time: 1.287, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1672, s0.acc: 94.2754, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2291, s1.loss_cls: 0.0778, s1.acc: 94.5238, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1148, s2.loss_cls: 0.0371, s2.acc: 94.6809, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.1164 +2025-06-26 07:39:21,664 - mmdet - INFO - Epoch [17][4550/7330] lr: 1.000e-04, eta: 1 day, 16:31:17, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1585, s0.acc: 94.4087, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2318, s1.loss_cls: 0.0737, s1.acc: 94.6628, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1158, s2.loss_cls: 0.0365, s2.acc: 94.5307, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1007 +2025-06-26 07:40:10,777 - mmdet - INFO - Epoch [17][4600/7330] lr: 1.000e-04, eta: 1 day, 16:30:23, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1610, s0.acc: 94.3506, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2303, s1.loss_cls: 0.0736, s1.acc: 94.6646, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1149, s2.loss_cls: 0.0363, s2.acc: 94.6647, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.1033 +2025-06-26 07:40:59,311 - mmdet - INFO - Epoch [17][4650/7330] lr: 1.000e-04, eta: 1 day, 16:29:29, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1627, s0.acc: 94.3562, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2298, s1.loss_cls: 0.0743, s1.acc: 94.7526, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1143, s2.loss_cls: 0.0363, s2.acc: 94.8011, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.1007 +2025-06-26 07:41:48,107 - mmdet - INFO - Epoch [17][4700/7330] lr: 1.000e-04, eta: 1 day, 16:28:34, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1633, s0.acc: 94.1873, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2338, s1.loss_cls: 0.0758, s1.acc: 94.5324, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1156, s2.loss_cls: 0.0362, s2.acc: 94.7387, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0541, loss: 1.1185 +2025-06-26 07:42:36,517 - mmdet - INFO - Epoch [17][4750/7330] lr: 1.000e-04, eta: 1 day, 16:27:40, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1626, s0.acc: 94.1797, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2324, s1.loss_cls: 0.0751, s1.acc: 94.5081, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1148, s2.loss_cls: 0.0369, s2.acc: 94.5252, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1207 +2025-06-26 07:43:25,314 - mmdet - INFO - Epoch [17][4800/7330] lr: 1.000e-04, eta: 1 day, 16:26:45, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1706, s0.acc: 94.0278, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2288, s1.loss_cls: 0.0788, s1.acc: 94.2765, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1129, s2.loss_cls: 0.0379, s2.acc: 94.3484, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.1281 +2025-06-26 07:44:16,751 - mmdet - INFO - Epoch [17][4850/7330] lr: 1.000e-04, eta: 1 day, 16:25:54, time: 1.029, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1648, s0.acc: 94.2200, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2273, s1.loss_cls: 0.0773, s1.acc: 94.4016, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1133, s2.loss_cls: 0.0376, s2.acc: 94.3469, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1174 +2025-06-26 07:45:21,775 - mmdet - INFO - Epoch [17][4900/7330] lr: 1.000e-04, eta: 1 day, 16:25:19, time: 1.301, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1719, s0.acc: 94.0303, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2352, s1.loss_cls: 0.0797, s1.acc: 94.2833, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1164, s2.loss_cls: 0.0385, s2.acc: 94.2988, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1535 +2025-06-26 07:46:14,224 - mmdet - INFO - Epoch [17][4950/7330] lr: 1.000e-04, eta: 1 day, 16:24:28, time: 1.049, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1650, s0.acc: 94.2104, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2323, s1.loss_cls: 0.0751, s1.acc: 94.4960, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1164, s2.loss_cls: 0.0366, s2.acc: 94.5672, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1208 +2025-06-26 07:47:03,418 - mmdet - INFO - Epoch [17][5000/7330] lr: 1.000e-04, eta: 1 day, 16:23:35, time: 0.984, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1607, s0.acc: 94.3833, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2279, s1.loss_cls: 0.0733, s1.acc: 94.7578, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1125, s2.loss_cls: 0.0361, s2.acc: 94.6810, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1031 +2025-06-26 07:47:52,294 - mmdet - INFO - Epoch [17][5050/7330] lr: 1.000e-04, eta: 1 day, 16:22:40, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1635, s0.acc: 94.3159, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2246, s1.loss_cls: 0.0756, s1.acc: 94.5879, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1113, s2.loss_cls: 0.0368, s2.acc: 94.6270, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0920 +2025-06-26 07:48:41,539 - mmdet - INFO - Epoch [17][5100/7330] lr: 1.000e-04, eta: 1 day, 16:21:47, time: 0.985, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1686, s0.acc: 94.0886, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2324, s1.loss_cls: 0.0786, s1.acc: 94.2850, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1146, s2.loss_cls: 0.0375, s2.acc: 94.4233, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1400 +2025-06-26 07:49:29,850 - mmdet - INFO - Epoch [17][5150/7330] lr: 1.000e-04, eta: 1 day, 16:20:52, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1599, s0.acc: 94.4614, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2261, s1.loss_cls: 0.0734, s1.acc: 94.6760, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1133, s2.loss_cls: 0.0358, s2.acc: 94.8204, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0864 +2025-06-26 07:50:18,863 - mmdet - INFO - Epoch [17][5200/7330] lr: 1.000e-04, eta: 1 day, 16:19:58, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1676, s0.acc: 94.1638, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2321, s1.loss_cls: 0.0772, s1.acc: 94.4470, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1165, s2.loss_cls: 0.0377, s2.acc: 94.4284, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1344 +2025-06-26 07:51:09,885 - mmdet - INFO - Epoch [17][5250/7330] lr: 1.000e-04, eta: 1 day, 16:19:06, time: 1.020, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1638, s0.acc: 94.2344, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2295, s1.loss_cls: 0.0756, s1.acc: 94.5490, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1144, s2.loss_cls: 0.0372, s2.acc: 94.5185, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1121 +2025-06-26 07:52:07,644 - mmdet - INFO - Epoch [17][5300/7330] lr: 1.000e-04, eta: 1 day, 16:18:17, time: 1.064, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1651, s0.acc: 94.3171, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2305, s1.loss_cls: 0.0759, s1.acc: 94.6358, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1149, s2.loss_cls: 0.0377, s2.acc: 94.5667, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.1100 +2025-06-26 07:53:03,602 - mmdet - INFO - Epoch [17][5350/7330] lr: 1.000e-04, eta: 1 day, 16:17:36, time: 1.210, data_time: 0.121, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1668, s0.acc: 94.1858, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2354, s1.loss_cls: 0.0782, s1.acc: 94.4387, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1153, s2.loss_cls: 0.0381, s2.acc: 94.4178, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.1233 +2025-06-26 07:53:54,772 - mmdet - INFO - Epoch [17][5400/7330] lr: 1.000e-04, eta: 1 day, 16:16:44, time: 1.023, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1605, s0.acc: 94.3608, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2272, s1.loss_cls: 0.0738, s1.acc: 94.6869, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1142, s2.loss_cls: 0.0364, s2.acc: 94.5339, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.0955 +2025-06-26 07:54:43,040 - mmdet - INFO - Epoch [17][5450/7330] lr: 1.000e-04, eta: 1 day, 16:15:50, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1561, s0.acc: 94.6150, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2298, s1.loss_cls: 0.0709, s1.acc: 94.9617, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1143, s2.loss_cls: 0.0350, s2.acc: 94.8732, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0544, loss: 1.0908 +2025-06-26 07:55:31,927 - mmdet - INFO - Epoch [17][5500/7330] lr: 1.000e-04, eta: 1 day, 16:14:55, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1658, s0.acc: 94.2883, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2275, s1.loss_cls: 0.0770, s1.acc: 94.4890, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0373, s2.acc: 94.5205, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.1128 +2025-06-26 07:56:20,187 - mmdet - INFO - Epoch [17][5550/7330] lr: 1.000e-04, eta: 1 day, 16:14:01, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1630, s0.acc: 94.4216, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2330, s1.loss_cls: 0.0737, s1.acc: 94.8276, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1167, s2.loss_cls: 0.0358, s2.acc: 94.8412, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0553, loss: 1.1061 +2025-06-26 07:57:08,820 - mmdet - INFO - Epoch [17][5600/7330] lr: 1.000e-04, eta: 1 day, 16:13:06, time: 0.973, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1731, s0.acc: 94.1165, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2365, s1.loss_cls: 0.0796, s1.acc: 94.4795, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1174, s2.loss_cls: 0.0381, s2.acc: 94.4752, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1518 +2025-06-26 07:58:00,039 - mmdet - INFO - Epoch [17][5650/7330] lr: 1.000e-04, eta: 1 day, 16:12:15, time: 1.024, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1667, s0.acc: 94.1809, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2306, s1.loss_cls: 0.0766, s1.acc: 94.5085, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0375, s2.acc: 94.4810, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1197 +2025-06-26 07:58:52,803 - mmdet - INFO - Epoch [17][5700/7330] lr: 1.000e-04, eta: 1 day, 16:11:25, time: 1.055, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1631, s0.acc: 94.3066, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2315, s1.loss_cls: 0.0741, s1.acc: 94.7066, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1148, s2.loss_cls: 0.0363, s2.acc: 94.6277, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.1021 +2025-06-26 07:59:50,419 - mmdet - INFO - Epoch [17][5750/7330] lr: 1.000e-04, eta: 1 day, 16:10:41, time: 1.152, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1552, s0.acc: 94.5344, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2338, s1.loss_cls: 0.0732, s1.acc: 94.7308, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1165, s2.loss_cls: 0.0351, s2.acc: 94.8475, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0550, loss: 1.0858 +2025-06-26 08:00:41,835 - mmdet - INFO - Epoch [17][5800/7330] lr: 1.000e-04, eta: 1 day, 16:09:49, time: 1.028, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1635, s0.acc: 94.3438, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2334, s1.loss_cls: 0.0749, s1.acc: 94.6724, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1164, s2.loss_cls: 0.0361, s2.acc: 94.6755, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0546, loss: 1.1104 +2025-06-26 08:01:30,088 - mmdet - INFO - Epoch [17][5850/7330] lr: 1.000e-04, eta: 1 day, 16:08:55, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1596, s0.acc: 94.4963, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2328, s1.loss_cls: 0.0741, s1.acc: 94.7575, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1148, s2.loss_cls: 0.0355, s2.acc: 94.7886, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.0997 +2025-06-26 08:02:18,485 - mmdet - INFO - Epoch [17][5900/7330] lr: 1.000e-04, eta: 1 day, 16:08:00, time: 0.968, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1491, s0.acc: 94.7595, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2278, s1.loss_cls: 0.0691, s1.acc: 95.0088, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1134, s2.loss_cls: 0.0335, s2.acc: 95.0552, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0535, loss: 1.0442 +2025-06-26 08:03:06,098 - mmdet - INFO - Epoch [17][5950/7330] lr: 1.000e-04, eta: 1 day, 16:07:04, time: 0.952, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1592, s0.acc: 94.5706, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2306, s1.loss_cls: 0.0732, s1.acc: 94.8066, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1129, s2.loss_cls: 0.0357, s2.acc: 94.7630, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0534, loss: 1.0818 +2025-06-26 08:03:54,147 - mmdet - INFO - Epoch [17][6000/7330] lr: 1.000e-04, eta: 1 day, 16:06:09, time: 0.961, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1585, s0.acc: 94.5425, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2336, s1.loss_cls: 0.0727, s1.acc: 94.8552, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1160, s2.loss_cls: 0.0353, s2.acc: 94.8833, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0545, loss: 1.0952 +2025-06-26 08:04:42,624 - mmdet - INFO - Epoch [17][6050/7330] lr: 1.000e-04, eta: 1 day, 16:05:15, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1582, s0.acc: 94.5349, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2303, s1.loss_cls: 0.0725, s1.acc: 94.8768, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1147, s2.loss_cls: 0.0352, s2.acc: 94.8343, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0536, loss: 1.0860 +2025-06-26 08:05:33,350 - mmdet - INFO - Epoch [17][6100/7330] lr: 1.000e-04, eta: 1 day, 16:04:22, time: 1.015, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1530, s0.acc: 94.6428, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2334, s1.loss_cls: 0.0708, s1.acc: 94.9918, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1157, s2.loss_cls: 0.0347, s2.acc: 94.9410, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0542, loss: 1.0728 +2025-06-26 08:06:36,322 - mmdet - INFO - Epoch [17][6150/7330] lr: 1.000e-04, eta: 1 day, 16:03:44, time: 1.259, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1552, s0.acc: 94.5127, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2287, s1.loss_cls: 0.0729, s1.acc: 94.7289, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1129, s2.loss_cls: 0.0356, s2.acc: 94.6756, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0531, loss: 1.0806 +2025-06-26 08:07:26,927 - mmdet - INFO - Epoch [17][6200/7330] lr: 1.000e-04, eta: 1 day, 16:02:52, time: 1.012, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1577, s0.acc: 94.4385, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2249, s1.loss_cls: 0.0737, s1.acc: 94.6550, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1123, s2.loss_cls: 0.0359, s2.acc: 94.6963, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0528, loss: 1.0815 +2025-06-26 08:08:16,159 - mmdet - INFO - Epoch [17][6250/7330] lr: 1.000e-04, eta: 1 day, 16:01:58, time: 0.985, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1727, s0.acc: 93.9453, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2432, s1.loss_cls: 0.0801, s1.acc: 94.2449, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1209, s2.loss_cls: 0.0389, s2.acc: 94.2467, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0565, loss: 1.1683 +2025-06-26 08:09:04,368 - mmdet - INFO - Epoch [17][6300/7330] lr: 1.000e-04, eta: 1 day, 16:01:04, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1549, s0.acc: 94.6216, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2294, s1.loss_cls: 0.0721, s1.acc: 94.8298, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1147, s2.loss_cls: 0.0350, s2.acc: 94.7843, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0541, loss: 1.0752 +2025-06-26 08:09:52,801 - mmdet - INFO - Epoch [17][6350/7330] lr: 1.000e-04, eta: 1 day, 16:00:09, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1560, s0.acc: 94.4954, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2255, s1.loss_cls: 0.0722, s1.acc: 94.7817, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1132, s2.loss_cls: 0.0348, s2.acc: 94.8582, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0841 +2025-06-26 08:10:40,884 - mmdet - INFO - Epoch [17][6400/7330] lr: 1.000e-04, eta: 1 day, 15:59:14, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1587, s0.acc: 94.4739, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2309, s1.loss_cls: 0.0715, s1.acc: 94.8968, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1157, s2.loss_cls: 0.0350, s2.acc: 94.8742, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1036 +2025-06-26 08:11:29,101 - mmdet - INFO - Epoch [17][6450/7330] lr: 1.000e-04, eta: 1 day, 15:58:19, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1503, s0.acc: 94.6538, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2279, s1.loss_cls: 0.0700, s1.acc: 94.8424, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1137, s2.loss_cls: 0.0344, s2.acc: 94.8209, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0530, loss: 1.0635 +2025-06-26 08:12:20,124 - mmdet - INFO - Epoch [17][6500/7330] lr: 1.000e-04, eta: 1 day, 15:57:27, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1648, s0.acc: 94.2598, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2282, s1.loss_cls: 0.0756, s1.acc: 94.5814, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1140, s2.loss_cls: 0.0365, s2.acc: 94.5790, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.1088 +2025-06-26 08:13:15,724 - mmdet - INFO - Epoch [17][6550/7330] lr: 1.000e-04, eta: 1 day, 15:56:41, time: 1.112, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1624, s0.acc: 94.2939, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2285, s1.loss_cls: 0.0757, s1.acc: 94.4957, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1134, s2.loss_cls: 0.0371, s2.acc: 94.6088, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1013 +2025-06-26 08:14:11,825 - mmdet - INFO - Epoch [17][6600/7330] lr: 1.000e-04, eta: 1 day, 15:55:55, time: 1.122, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1621, s0.acc: 94.3538, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2343, s1.loss_cls: 0.0751, s1.acc: 94.6168, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1164, s2.loss_cls: 0.0361, s2.acc: 94.6738, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0546, loss: 1.1051 +2025-06-26 08:15:03,648 - mmdet - INFO - Epoch [17][6650/7330] lr: 1.000e-04, eta: 1 day, 15:55:04, time: 1.036, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1669, s0.acc: 94.1221, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2295, s1.loss_cls: 0.0769, s1.acc: 94.4682, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1144, s2.loss_cls: 0.0373, s2.acc: 94.4504, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1193 +2025-06-26 08:15:52,200 - mmdet - INFO - Epoch [17][6700/7330] lr: 1.000e-04, eta: 1 day, 15:54:10, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1630, s0.acc: 94.2932, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2331, s1.loss_cls: 0.0748, s1.acc: 94.6594, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1160, s2.loss_cls: 0.0364, s2.acc: 94.6246, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0543, loss: 1.1080 +2025-06-26 08:16:40,886 - mmdet - INFO - Epoch [17][6750/7330] lr: 1.000e-04, eta: 1 day, 15:53:15, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1586, s0.acc: 94.4753, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2323, s1.loss_cls: 0.0729, s1.acc: 94.8294, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1160, s2.loss_cls: 0.0356, s2.acc: 94.8219, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.0955 +2025-06-26 08:17:29,216 - mmdet - INFO - Epoch [17][6800/7330] lr: 1.000e-04, eta: 1 day, 15:52:20, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1637, s0.acc: 94.3462, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2327, s1.loss_cls: 0.0756, s1.acc: 94.6401, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1147, s2.loss_cls: 0.0369, s2.acc: 94.5030, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.1079 +2025-06-26 08:18:17,814 - mmdet - INFO - Epoch [17][6850/7330] lr: 1.000e-04, eta: 1 day, 15:51:26, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1610, s0.acc: 94.4470, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2242, s1.loss_cls: 0.0732, s1.acc: 94.7075, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1128, s2.loss_cls: 0.0361, s2.acc: 94.7096, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0880 +2025-06-26 08:19:09,253 - mmdet - INFO - Epoch [17][6900/7330] lr: 1.000e-04, eta: 1 day, 15:50:35, time: 1.029, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1649, s0.acc: 94.1936, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2304, s1.loss_cls: 0.0766, s1.acc: 94.4863, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1149, s2.loss_cls: 0.0374, s2.acc: 94.4503, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1133 +2025-06-26 08:20:02,583 - mmdet - INFO - Epoch [17][6950/7330] lr: 1.000e-04, eta: 1 day, 15:49:46, time: 1.067, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1674, s0.acc: 94.1340, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2328, s1.loss_cls: 0.0781, s1.acc: 94.3748, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1159, s2.loss_cls: 0.0383, s2.acc: 94.3527, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1272 +2025-06-26 08:21:01,357 - mmdet - INFO - Epoch [17][7000/7330] lr: 1.000e-04, eta: 1 day, 15:49:03, time: 1.175, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1628, s0.acc: 94.3613, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2328, s1.loss_cls: 0.0756, s1.acc: 94.7160, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1163, s2.loss_cls: 0.0370, s2.acc: 94.6676, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1148 +2025-06-26 08:21:52,181 - mmdet - INFO - Epoch [17][7050/7330] lr: 1.000e-04, eta: 1 day, 15:48:11, time: 1.017, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1561, s0.acc: 94.6531, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2313, s1.loss_cls: 0.0731, s1.acc: 94.8443, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1172, s2.loss_cls: 0.0357, s2.acc: 94.7945, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0544, loss: 1.0834 +2025-06-26 08:22:40,406 - mmdet - INFO - Epoch [17][7100/7330] lr: 1.000e-04, eta: 1 day, 15:47:16, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1615, s0.acc: 94.4204, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2335, s1.loss_cls: 0.0745, s1.acc: 94.6428, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1170, s2.loss_cls: 0.0364, s2.acc: 94.6406, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0549, loss: 1.1014 +2025-06-26 08:23:28,722 - mmdet - INFO - Epoch [17][7150/7330] lr: 1.000e-04, eta: 1 day, 15:46:21, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1650, s0.acc: 94.1689, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2322, s1.loss_cls: 0.0756, s1.acc: 94.4963, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1162, s2.loss_cls: 0.0364, s2.acc: 94.5368, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1303 +2025-06-26 08:24:17,154 - mmdet - INFO - Epoch [17][7200/7330] lr: 1.000e-04, eta: 1 day, 15:45:27, time: 0.969, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1626, s0.acc: 94.3250, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2241, s1.loss_cls: 0.0753, s1.acc: 94.6563, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1129, s2.loss_cls: 0.0370, s2.acc: 94.4716, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0977 +2025-06-26 08:25:06,052 - mmdet - INFO - Epoch [17][7250/7330] lr: 1.000e-04, eta: 1 day, 15:44:33, time: 0.978, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1662, s0.acc: 94.1873, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2290, s1.loss_cls: 0.0785, s1.acc: 94.3613, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1137, s2.loss_cls: 0.0382, s2.acc: 94.4212, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1257 +2025-06-26 08:25:54,416 - mmdet - INFO - Epoch [17][7300/7330] lr: 1.000e-04, eta: 1 day, 15:43:38, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1626, s0.acc: 94.3735, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2302, s1.loss_cls: 0.0749, s1.acc: 94.6950, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1143, s2.loss_cls: 0.0364, s2.acc: 94.6649, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1137 +2025-06-26 08:26:35,586 - mmdet - INFO - Saving checkpoint at 17 epochs +2025-06-26 08:29:54,667 - mmdet - INFO - Evaluating bbox... +2025-06-26 08:30:28,213 - mmdet - INFO - Evaluating segm... +2025-06-26 08:31:01,146 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 08:31:01,146 - mmdet - INFO - Epoch(val) [17][7330] bbox_mAP: 0.4680, bbox_mAP_50: 0.6570, bbox_mAP_75: 0.5090, bbox_mAP_s: 0.3000, bbox_mAP_m: 0.5010, bbox_mAP_l: 0.6180, bbox_mAP_copypaste: 0.468 0.657 0.509 0.300 0.501 0.618, segm_mAP: 0.4070, segm_mAP_50: 0.6300, segm_mAP_75: 0.4400, segm_mAP_s: 0.2440, segm_mAP_m: 0.4380, segm_mAP_l: 0.5600, segm_mAP_copypaste: 0.407 0.630 0.440 0.244 0.438 0.560 +2025-06-26 08:33:10,663 - mmdet - INFO - Epoch [18][50/7330] lr: 1.000e-04, eta: 1 day, 15:43:09, time: 2.590, data_time: 1.487, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1654, s0.acc: 94.1938, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2343, s1.loss_cls: 0.0761, s1.acc: 94.5494, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1168, s2.loss_cls: 0.0376, s2.acc: 94.4823, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0550, loss: 1.1290 +2025-06-26 08:34:02,878 - mmdet - INFO - Epoch [18][100/7330] lr: 1.000e-04, eta: 1 day, 15:42:18, time: 1.044, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1669, s0.acc: 94.2185, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2305, s1.loss_cls: 0.0769, s1.acc: 94.5354, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1147, s2.loss_cls: 0.0372, s2.acc: 94.5164, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1166 +2025-06-26 08:34:55,376 - mmdet - INFO - Epoch [18][150/7330] lr: 1.000e-04, eta: 1 day, 15:41:28, time: 1.050, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1622, s0.acc: 94.3059, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2302, s1.loss_cls: 0.0751, s1.acc: 94.5287, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1155, s2.loss_cls: 0.0369, s2.acc: 94.5166, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0547, loss: 1.1197 +2025-06-26 08:35:47,219 - mmdet - INFO - Epoch [18][200/7330] lr: 1.000e-04, eta: 1 day, 15:40:37, time: 1.037, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1455, s0.acc: 94.9011, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2233, s1.loss_cls: 0.0673, s1.acc: 95.1462, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1115, s2.loss_cls: 0.0329, s2.acc: 95.1511, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0532, loss: 1.0364 +2025-06-26 08:36:39,826 - mmdet - INFO - Epoch [18][250/7330] lr: 1.000e-04, eta: 1 day, 15:39:47, time: 1.052, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1556, s0.acc: 94.5273, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2288, s1.loss_cls: 0.0712, s1.acc: 94.7756, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1144, s2.loss_cls: 0.0351, s2.acc: 94.7342, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.0893 +2025-06-26 08:37:34,862 - mmdet - INFO - Epoch [18][300/7330] lr: 1.000e-04, eta: 1 day, 15:39:00, time: 1.101, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1539, s0.acc: 94.6133, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2220, s1.loss_cls: 0.0702, s1.acc: 94.9926, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1104, s2.loss_cls: 0.0340, s2.acc: 95.0794, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0521, loss: 1.0591 +2025-06-26 08:38:26,380 - mmdet - INFO - Epoch [18][350/7330] lr: 1.000e-04, eta: 1 day, 15:38:09, time: 1.031, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1587, s0.acc: 94.4612, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2328, s1.loss_cls: 0.0732, s1.acc: 94.6874, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1160, s2.loss_cls: 0.0355, s2.acc: 94.6155, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.0979 +2025-06-26 08:39:31,315 - mmdet - INFO - Epoch [18][400/7330] lr: 1.000e-04, eta: 1 day, 15:37:33, time: 1.299, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1528, s0.acc: 94.6550, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2260, s1.loss_cls: 0.0697, s1.acc: 94.9907, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1117, s2.loss_cls: 0.0337, s2.acc: 94.9614, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0744 +2025-06-26 08:40:24,455 - mmdet - INFO - Epoch [18][450/7330] lr: 1.000e-04, eta: 1 day, 15:36:43, time: 1.063, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1568, s0.acc: 94.5044, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2257, s1.loss_cls: 0.0717, s1.acc: 94.8671, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1119, s2.loss_cls: 0.0347, s2.acc: 94.9368, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0529, loss: 1.0736 +2025-06-26 08:41:17,828 - mmdet - INFO - Epoch [18][500/7330] lr: 1.000e-04, eta: 1 day, 15:35:54, time: 1.067, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1549, s0.acc: 94.4775, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2260, s1.loss_cls: 0.0709, s1.acc: 94.8305, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1128, s2.loss_cls: 0.0348, s2.acc: 94.8162, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0529, loss: 1.0812 +2025-06-26 08:42:08,008 - mmdet - INFO - Epoch [18][550/7330] lr: 1.000e-04, eta: 1 day, 15:35:02, time: 1.003, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1547, s0.acc: 94.5762, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2280, s1.loss_cls: 0.0709, s1.acc: 94.9107, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1131, s2.loss_cls: 0.0344, s2.acc: 94.8903, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0733 +2025-06-26 08:42:58,434 - mmdet - INFO - Epoch [18][600/7330] lr: 1.000e-04, eta: 1 day, 15:34:09, time: 1.008, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1658, s0.acc: 94.2478, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2302, s1.loss_cls: 0.0767, s1.acc: 94.5821, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1137, s2.loss_cls: 0.0373, s2.acc: 94.6330, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1138 +2025-06-26 08:43:48,248 - mmdet - INFO - Epoch [18][650/7330] lr: 1.000e-04, eta: 1 day, 15:33:16, time: 0.997, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1548, s0.acc: 94.6235, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2265, s1.loss_cls: 0.0712, s1.acc: 94.8945, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1118, s2.loss_cls: 0.0350, s2.acc: 94.8888, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0526, loss: 1.0764 +2025-06-26 08:44:38,208 - mmdet - INFO - Epoch [18][700/7330] lr: 1.000e-04, eta: 1 day, 15:32:23, time: 0.999, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1658, s0.acc: 94.2446, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2352, s1.loss_cls: 0.0770, s1.acc: 94.5284, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1163, s2.loss_cls: 0.0376, s2.acc: 94.4594, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0545, loss: 1.1324 +2025-06-26 08:45:30,088 - mmdet - INFO - Epoch [18][750/7330] lr: 1.000e-04, eta: 1 day, 15:31:32, time: 1.038, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1574, s0.acc: 94.5115, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2322, s1.loss_cls: 0.0720, s1.acc: 94.7565, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1145, s2.loss_cls: 0.0350, s2.acc: 94.7421, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0540, loss: 1.0941 +2025-06-26 08:46:25,258 - mmdet - INFO - Epoch [18][800/7330] lr: 1.000e-04, eta: 1 day, 15:30:45, time: 1.103, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1640, s0.acc: 94.2251, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2320, s1.loss_cls: 0.0758, s1.acc: 94.4782, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1160, s2.loss_cls: 0.0364, s2.acc: 94.5744, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1177 +2025-06-26 08:47:25,346 - mmdet - INFO - Epoch [18][850/7330] lr: 1.000e-04, eta: 1 day, 15:30:03, time: 1.202, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1641, s0.acc: 94.1985, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2255, s1.loss_cls: 0.0758, s1.acc: 94.5064, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1116, s2.loss_cls: 0.0371, s2.acc: 94.5417, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0523, loss: 1.0969 +2025-06-26 08:48:17,157 - mmdet - INFO - Epoch [18][900/7330] lr: 1.000e-04, eta: 1 day, 15:29:13, time: 1.036, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1598, s0.acc: 94.4656, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2293, s1.loss_cls: 0.0727, s1.acc: 94.7691, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1137, s2.loss_cls: 0.0352, s2.acc: 94.8155, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0932 +2025-06-26 08:49:06,299 - mmdet - INFO - Epoch [18][950/7330] lr: 1.000e-04, eta: 1 day, 15:28:19, time: 0.983, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1703, s0.acc: 94.0613, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2326, s1.loss_cls: 0.0796, s1.acc: 94.2289, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1157, s2.loss_cls: 0.0388, s2.acc: 94.1406, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0544, loss: 1.1463 +2025-06-26 08:49:55,004 - mmdet - INFO - Epoch [18][1000/7330] lr: 1.000e-04, eta: 1 day, 15:27:24, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1577, s0.acc: 94.4070, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2309, s1.loss_cls: 0.0723, s1.acc: 94.7279, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1153, s2.loss_cls: 0.0356, s2.acc: 94.6533, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0546, loss: 1.0987 +2025-06-26 08:50:44,179 - mmdet - INFO - Epoch [18][1050/7330] lr: 1.000e-04, eta: 1 day, 15:26:31, time: 0.983, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1658, s0.acc: 94.2502, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2259, s1.loss_cls: 0.0781, s1.acc: 94.4179, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1132, s2.loss_cls: 0.0376, s2.acc: 94.4336, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.1114 +2025-06-26 08:51:33,090 - mmdet - INFO - Epoch [18][1100/7330] lr: 1.000e-04, eta: 1 day, 15:25:37, time: 0.978, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1630, s0.acc: 94.2402, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2268, s1.loss_cls: 0.0742, s1.acc: 94.5816, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1119, s2.loss_cls: 0.0366, s2.acc: 94.6207, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0983 +2025-06-26 08:52:24,986 - mmdet - INFO - Epoch [18][1150/7330] lr: 1.000e-04, eta: 1 day, 15:24:46, time: 1.038, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1682, s0.acc: 94.1055, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2302, s1.loss_cls: 0.0779, s1.acc: 94.3636, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1156, s2.loss_cls: 0.0378, s2.acc: 94.4198, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1396 +2025-06-26 08:53:14,276 - mmdet - INFO - Epoch [18][1200/7330] lr: 1.000e-04, eta: 1 day, 15:23:52, time: 0.986, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1615, s0.acc: 94.3074, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2307, s1.loss_cls: 0.0740, s1.acc: 94.6354, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1152, s2.loss_cls: 0.0361, s2.acc: 94.5875, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1165 +2025-06-26 08:54:12,667 - mmdet - INFO - Epoch [18][1250/7330] lr: 1.000e-04, eta: 1 day, 15:23:09, time: 1.168, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1514, s0.acc: 94.6936, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2175, s1.loss_cls: 0.0692, s1.acc: 94.9670, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1090, s2.loss_cls: 0.0344, s2.acc: 94.8405, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0516, loss: 1.0476 +2025-06-26 08:55:04,106 - mmdet - INFO - Epoch [18][1300/7330] lr: 1.000e-04, eta: 1 day, 15:22:17, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1639, s0.acc: 94.3044, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2295, s1.loss_cls: 0.0741, s1.acc: 94.6939, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1142, s2.loss_cls: 0.0366, s2.acc: 94.6151, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0542, loss: 1.1057 +2025-06-26 08:55:52,087 - mmdet - INFO - Epoch [18][1350/7330] lr: 1.000e-04, eta: 1 day, 15:21:22, time: 0.960, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1529, s0.acc: 94.6125, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2262, s1.loss_cls: 0.0704, s1.acc: 94.8947, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1140, s2.loss_cls: 0.0338, s2.acc: 94.9049, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0535, loss: 1.0733 +2025-06-26 08:56:41,057 - mmdet - INFO - Epoch [18][1400/7330] lr: 1.000e-04, eta: 1 day, 15:20:28, time: 0.979, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1561, s0.acc: 94.5566, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2287, s1.loss_cls: 0.0714, s1.acc: 94.8830, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1134, s2.loss_cls: 0.0344, s2.acc: 94.9215, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.0796 +2025-06-26 08:57:29,896 - mmdet - INFO - Epoch [18][1450/7330] lr: 1.000e-04, eta: 1 day, 15:19:34, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1646, s0.acc: 94.2449, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2330, s1.loss_cls: 0.0752, s1.acc: 94.5761, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1164, s2.loss_cls: 0.0371, s2.acc: 94.5662, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0552, loss: 1.1240 +2025-06-26 08:58:18,905 - mmdet - INFO - Epoch [18][1500/7330] lr: 1.000e-04, eta: 1 day, 15:18:40, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1613, s0.acc: 94.3188, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2267, s1.loss_cls: 0.0746, s1.acc: 94.6878, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1134, s2.loss_cls: 0.0359, s2.acc: 94.7363, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0984 +2025-06-26 08:59:09,668 - mmdet - INFO - Epoch [18][1550/7330] lr: 1.000e-04, eta: 1 day, 15:17:48, time: 1.015, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1602, s0.acc: 94.4587, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2267, s1.loss_cls: 0.0740, s1.acc: 94.7231, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1134, s2.loss_cls: 0.0354, s2.acc: 94.7761, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0540, loss: 1.0852 +2025-06-26 08:59:58,694 - mmdet - INFO - Epoch [18][1600/7330] lr: 1.000e-04, eta: 1 day, 15:16:54, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1624, s0.acc: 94.3330, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2307, s1.loss_cls: 0.0748, s1.acc: 94.6395, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1154, s2.loss_cls: 0.0363, s2.acc: 94.6613, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1135 +2025-06-26 09:00:57,551 - mmdet - INFO - Epoch [18][1650/7330] lr: 1.000e-04, eta: 1 day, 15:16:11, time: 1.177, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1598, s0.acc: 94.3210, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2354, s1.loss_cls: 0.0735, s1.acc: 94.6990, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1165, s2.loss_cls: 0.0358, s2.acc: 94.6921, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0548, loss: 1.1136 +2025-06-26 09:01:48,491 - mmdet - INFO - Epoch [18][1700/7330] lr: 1.000e-04, eta: 1 day, 15:15:19, time: 1.018, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1593, s0.acc: 94.4851, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2320, s1.loss_cls: 0.0729, s1.acc: 94.7758, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1154, s2.loss_cls: 0.0357, s2.acc: 94.7878, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0545, loss: 1.0949 +2025-06-26 09:02:40,027 - mmdet - INFO - Epoch [18][1750/7330] lr: 1.000e-04, eta: 1 day, 15:14:28, time: 1.031, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1648, s0.acc: 94.2422, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2267, s1.loss_cls: 0.0764, s1.acc: 94.5453, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1128, s2.loss_cls: 0.0370, s2.acc: 94.4536, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.1032 +2025-06-26 09:03:28,559 - mmdet - INFO - Epoch [18][1800/7330] lr: 1.000e-04, eta: 1 day, 15:13:34, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1530, s0.acc: 94.6685, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2253, s1.loss_cls: 0.0698, s1.acc: 94.9824, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1124, s2.loss_cls: 0.0348, s2.acc: 94.8906, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0529, loss: 1.0624 +2025-06-26 09:04:17,149 - mmdet - INFO - Epoch [18][1850/7330] lr: 1.000e-04, eta: 1 day, 15:12:39, time: 0.972, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1572, s0.acc: 94.3582, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2306, s1.loss_cls: 0.0724, s1.acc: 94.7453, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1143, s2.loss_cls: 0.0354, s2.acc: 94.7115, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0928 +2025-06-26 09:05:05,861 - mmdet - INFO - Epoch [18][1900/7330] lr: 1.000e-04, eta: 1 day, 15:11:45, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1558, s0.acc: 94.5034, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2236, s1.loss_cls: 0.0710, s1.acc: 94.8334, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1109, s2.loss_cls: 0.0348, s2.acc: 94.8352, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0768 +2025-06-26 09:05:54,556 - mmdet - INFO - Epoch [18][1950/7330] lr: 1.000e-04, eta: 1 day, 15:10:51, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1685, s0.acc: 94.0210, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2331, s1.loss_cls: 0.0782, s1.acc: 94.2957, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1146, s2.loss_cls: 0.0375, s2.acc: 94.3880, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0535, loss: 1.1480 +2025-06-26 09:06:45,542 - mmdet - INFO - Epoch [18][2000/7330] lr: 1.000e-04, eta: 1 day, 15:09:59, time: 1.020, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1572, s0.acc: 94.5334, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2315, s1.loss_cls: 0.0728, s1.acc: 94.8263, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1158, s2.loss_cls: 0.0352, s2.acc: 94.7755, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0549, loss: 1.0927 +2025-06-26 09:07:39,758 - mmdet - INFO - Epoch [18][2050/7330] lr: 1.000e-04, eta: 1 day, 15:09:11, time: 1.084, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1568, s0.acc: 94.5076, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2239, s1.loss_cls: 0.0721, s1.acc: 94.7971, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1116, s2.loss_cls: 0.0352, s2.acc: 94.8006, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0785 +2025-06-26 09:08:38,620 - mmdet - INFO - Epoch [18][2100/7330] lr: 1.000e-04, eta: 1 day, 15:08:27, time: 1.177, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1574, s0.acc: 94.4658, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2277, s1.loss_cls: 0.0728, s1.acc: 94.7109, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1134, s2.loss_cls: 0.0353, s2.acc: 94.7591, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0536, loss: 1.0964 +2025-06-26 09:09:29,768 - mmdet - INFO - Epoch [18][2150/7330] lr: 1.000e-04, eta: 1 day, 15:07:36, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1581, s0.acc: 94.3843, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2306, s1.loss_cls: 0.0721, s1.acc: 94.7986, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1149, s2.loss_cls: 0.0350, s2.acc: 94.7430, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1016 +2025-06-26 09:10:18,675 - mmdet - INFO - Epoch [18][2200/7330] lr: 1.000e-04, eta: 1 day, 15:06:42, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1540, s0.acc: 94.5647, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2241, s1.loss_cls: 0.0700, s1.acc: 94.9133, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1128, s2.loss_cls: 0.0347, s2.acc: 94.8197, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.0793 +2025-06-26 09:11:07,342 - mmdet - INFO - Epoch [18][2250/7330] lr: 1.000e-04, eta: 1 day, 15:05:48, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1651, s0.acc: 94.2896, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2297, s1.loss_cls: 0.0780, s1.acc: 94.4773, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1147, s2.loss_cls: 0.0384, s2.acc: 94.4554, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1215 +2025-06-26 09:11:56,012 - mmdet - INFO - Epoch [18][2300/7330] lr: 1.000e-04, eta: 1 day, 15:04:53, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1559, s0.acc: 94.6208, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2296, s1.loss_cls: 0.0721, s1.acc: 94.8967, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1144, s2.loss_cls: 0.0355, s2.acc: 94.8695, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0539, loss: 1.0813 +2025-06-26 09:12:45,037 - mmdet - INFO - Epoch [18][2350/7330] lr: 1.000e-04, eta: 1 day, 15:03:59, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1597, s0.acc: 94.4578, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2248, s1.loss_cls: 0.0729, s1.acc: 94.8430, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1117, s2.loss_cls: 0.0360, s2.acc: 94.7472, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0531, loss: 1.0815 +2025-06-26 09:13:36,048 - mmdet - INFO - Epoch [18][2400/7330] lr: 1.000e-04, eta: 1 day, 15:03:08, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1606, s0.acc: 94.4270, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2303, s1.loss_cls: 0.0749, s1.acc: 94.6351, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1147, s2.loss_cls: 0.0365, s2.acc: 94.6549, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1002 +2025-06-26 09:14:25,102 - mmdet - INFO - Epoch [18][2450/7330] lr: 1.000e-04, eta: 1 day, 15:02:14, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1652, s0.acc: 94.1265, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2262, s1.loss_cls: 0.0775, s1.acc: 94.3454, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1128, s2.loss_cls: 0.0379, s2.acc: 94.3675, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.1087 +2025-06-26 09:15:28,486 - mmdet - INFO - Epoch [18][2500/7330] lr: 1.000e-04, eta: 1 day, 15:01:35, time: 1.268, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1671, s0.acc: 94.0767, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2337, s1.loss_cls: 0.0772, s1.acc: 94.4103, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1163, s2.loss_cls: 0.0376, s2.acc: 94.3281, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1291 +2025-06-26 09:16:19,674 - mmdet - INFO - Epoch [18][2550/7330] lr: 1.000e-04, eta: 1 day, 15:00:44, time: 1.024, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1586, s0.acc: 94.4810, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2321, s1.loss_cls: 0.0720, s1.acc: 94.8529, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1158, s2.loss_cls: 0.0344, s2.acc: 94.9628, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0547, loss: 1.0867 +2025-06-26 09:17:08,369 - mmdet - INFO - Epoch [18][2600/7330] lr: 1.000e-04, eta: 1 day, 14:59:50, time: 0.973, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1654, s0.acc: 94.1228, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2371, s1.loss_cls: 0.0766, s1.acc: 94.4352, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1166, s2.loss_cls: 0.0370, s2.acc: 94.4358, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.1330 +2025-06-26 09:17:56,448 - mmdet - INFO - Epoch [18][2650/7330] lr: 1.000e-04, eta: 1 day, 14:58:55, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1627, s0.acc: 94.3025, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2330, s1.loss_cls: 0.0755, s1.acc: 94.6448, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1163, s2.loss_cls: 0.0368, s2.acc: 94.6266, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1088 +2025-06-26 09:18:44,860 - mmdet - INFO - Epoch [18][2700/7330] lr: 1.000e-04, eta: 1 day, 14:58:00, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1587, s0.acc: 94.4734, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2302, s1.loss_cls: 0.0735, s1.acc: 94.7808, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1149, s2.loss_cls: 0.0361, s2.acc: 94.7291, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0542, loss: 1.0922 +2025-06-26 09:19:33,470 - mmdet - INFO - Epoch [18][2750/7330] lr: 1.000e-04, eta: 1 day, 14:57:06, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1715, s0.acc: 94.0115, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2312, s1.loss_cls: 0.0798, s1.acc: 94.1896, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1144, s2.loss_cls: 0.0385, s2.acc: 94.1963, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1401 +2025-06-26 09:20:24,092 - mmdet - INFO - Epoch [18][2800/7330] lr: 1.000e-04, eta: 1 day, 14:56:14, time: 1.012, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1615, s0.acc: 94.2217, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2325, s1.loss_cls: 0.0752, s1.acc: 94.4556, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1149, s2.loss_cls: 0.0362, s2.acc: 94.6063, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0535, loss: 1.1080 +2025-06-26 09:21:12,979 - mmdet - INFO - Epoch [18][2850/7330] lr: 1.000e-04, eta: 1 day, 14:55:20, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1555, s0.acc: 94.6201, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2251, s1.loss_cls: 0.0714, s1.acc: 94.9261, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1130, s2.loss_cls: 0.0351, s2.acc: 94.8911, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.0782 +2025-06-26 09:22:13,973 - mmdet - INFO - Epoch [18][2900/7330] lr: 1.000e-04, eta: 1 day, 14:54:39, time: 1.220, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1609, s0.acc: 94.3613, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2328, s1.loss_cls: 0.0743, s1.acc: 94.6196, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1150, s2.loss_cls: 0.0363, s2.acc: 94.6275, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.1041 +2025-06-26 09:23:05,873 - mmdet - INFO - Epoch [18][2950/7330] lr: 1.000e-04, eta: 1 day, 14:53:48, time: 1.038, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1675, s0.acc: 94.0061, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2336, s1.loss_cls: 0.0767, s1.acc: 94.3923, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1152, s2.loss_cls: 0.0373, s2.acc: 94.4557, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0544, loss: 1.1380 +2025-06-26 09:23:57,417 - mmdet - INFO - Epoch [18][3000/7330] lr: 1.000e-04, eta: 1 day, 14:52:57, time: 1.031, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1663, s0.acc: 94.1914, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2325, s1.loss_cls: 0.0770, s1.acc: 94.4621, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1159, s2.loss_cls: 0.0374, s2.acc: 94.4447, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1295 +2025-06-26 09:24:46,137 - mmdet - INFO - Epoch [18][3050/7330] lr: 1.000e-04, eta: 1 day, 14:52:03, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1631, s0.acc: 94.2732, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2314, s1.loss_cls: 0.0751, s1.acc: 94.5499, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1153, s2.loss_cls: 0.0365, s2.acc: 94.5407, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.1155 +2025-06-26 09:25:34,221 - mmdet - INFO - Epoch [18][3100/7330] lr: 1.000e-04, eta: 1 day, 14:51:08, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1551, s0.acc: 94.4766, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2306, s1.loss_cls: 0.0723, s1.acc: 94.7493, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1156, s2.loss_cls: 0.0353, s2.acc: 94.7923, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.0889 +2025-06-26 09:26:22,771 - mmdet - INFO - Epoch [18][3150/7330] lr: 1.000e-04, eta: 1 day, 14:50:13, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1577, s0.acc: 94.3591, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2296, s1.loss_cls: 0.0728, s1.acc: 94.6283, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1146, s2.loss_cls: 0.0358, s2.acc: 94.6295, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1012 +2025-06-26 09:27:11,835 - mmdet - INFO - Epoch [18][3200/7330] lr: 1.000e-04, eta: 1 day, 14:49:20, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1668, s0.acc: 94.1296, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2345, s1.loss_cls: 0.0770, s1.acc: 94.4563, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1165, s2.loss_cls: 0.0370, s2.acc: 94.5645, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1404 +2025-06-26 09:28:03,578 - mmdet - INFO - Epoch [18][3250/7330] lr: 1.000e-04, eta: 1 day, 14:48:29, time: 1.036, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1587, s0.acc: 94.4827, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2233, s1.loss_cls: 0.0724, s1.acc: 94.7147, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1127, s2.loss_cls: 0.0354, s2.acc: 94.7961, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0749 +2025-06-26 09:28:57,428 - mmdet - INFO - Epoch [18][3300/7330] lr: 1.000e-04, eta: 1 day, 14:47:40, time: 1.077, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1650, s0.acc: 94.2756, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2359, s1.loss_cls: 0.0754, s1.acc: 94.5761, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1185, s2.loss_cls: 0.0367, s2.acc: 94.5312, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1277 +2025-06-26 09:29:55,537 - mmdet - INFO - Epoch [18][3350/7330] lr: 1.000e-04, eta: 1 day, 14:46:56, time: 1.162, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1584, s0.acc: 94.4150, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2302, s1.loss_cls: 0.0735, s1.acc: 94.7318, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1146, s2.loss_cls: 0.0353, s2.acc: 94.7639, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.0966 +2025-06-26 09:30:46,671 - mmdet - INFO - Epoch [18][3400/7330] lr: 1.000e-04, eta: 1 day, 14:46:04, time: 1.023, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1566, s0.acc: 94.5012, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2317, s1.loss_cls: 0.0725, s1.acc: 94.7973, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1153, s2.loss_cls: 0.0354, s2.acc: 94.7183, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.1010 +2025-06-26 09:31:34,757 - mmdet - INFO - Epoch [18][3450/7330] lr: 1.000e-04, eta: 1 day, 14:45:09, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1531, s0.acc: 94.5850, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2261, s1.loss_cls: 0.0705, s1.acc: 94.8443, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1127, s2.loss_cls: 0.0344, s2.acc: 94.9033, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0530, loss: 1.0561 +2025-06-26 09:32:23,080 - mmdet - INFO - Epoch [18][3500/7330] lr: 1.000e-04, eta: 1 day, 14:44:15, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1645, s0.acc: 94.3596, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2292, s1.loss_cls: 0.0752, s1.acc: 94.7053, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1139, s2.loss_cls: 0.0360, s2.acc: 94.7367, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.1041 +2025-06-26 09:33:11,925 - mmdet - INFO - Epoch [18][3550/7330] lr: 1.000e-04, eta: 1 day, 14:43:21, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1660, s0.acc: 94.1462, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2357, s1.loss_cls: 0.0767, s1.acc: 94.4726, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1174, s2.loss_cls: 0.0369, s2.acc: 94.5816, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0549, loss: 1.1246 +2025-06-26 09:34:00,506 - mmdet - INFO - Epoch [18][3600/7330] lr: 1.000e-04, eta: 1 day, 14:42:26, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1629, s0.acc: 94.4053, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2355, s1.loss_cls: 0.0751, s1.acc: 94.6297, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1173, s2.loss_cls: 0.0363, s2.acc: 94.6170, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1202 +2025-06-26 09:34:52,144 - mmdet - INFO - Epoch [18][3650/7330] lr: 1.000e-04, eta: 1 day, 14:41:35, time: 1.033, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1671, s0.acc: 94.1436, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2346, s1.loss_cls: 0.0773, s1.acc: 94.5187, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1162, s2.loss_cls: 0.0376, s2.acc: 94.4957, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1302 +2025-06-26 09:35:41,330 - mmdet - INFO - Epoch [18][3700/7330] lr: 1.000e-04, eta: 1 day, 14:40:42, time: 0.983, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1678, s0.acc: 94.0879, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2337, s1.loss_cls: 0.0775, s1.acc: 94.4061, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1163, s2.loss_cls: 0.0380, s2.acc: 94.3350, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1450 +2025-06-26 09:36:45,057 - mmdet - INFO - Epoch [18][3750/7330] lr: 1.000e-04, eta: 1 day, 14:40:03, time: 1.275, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1576, s0.acc: 94.3916, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2312, s1.loss_cls: 0.0721, s1.acc: 94.6914, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1147, s2.loss_cls: 0.0351, s2.acc: 94.6850, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.0910 +2025-06-26 09:37:36,310 - mmdet - INFO - Epoch [18][3800/7330] lr: 1.000e-04, eta: 1 day, 14:39:12, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1620, s0.acc: 94.3203, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2335, s1.loss_cls: 0.0751, s1.acc: 94.5698, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1162, s2.loss_cls: 0.0365, s2.acc: 94.5449, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0546, loss: 1.1081 +2025-06-26 09:38:24,742 - mmdet - INFO - Epoch [18][3850/7330] lr: 1.000e-04, eta: 1 day, 14:38:18, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1613, s0.acc: 94.5044, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2287, s1.loss_cls: 0.0743, s1.acc: 94.8151, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1138, s2.loss_cls: 0.0363, s2.acc: 94.7587, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0959 +2025-06-26 09:39:13,214 - mmdet - INFO - Epoch [18][3900/7330] lr: 1.000e-04, eta: 1 day, 14:37:23, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1551, s0.acc: 94.4956, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2254, s1.loss_cls: 0.0710, s1.acc: 94.8094, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1130, s2.loss_cls: 0.0352, s2.acc: 94.7497, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.0752 +2025-06-26 09:40:02,231 - mmdet - INFO - Epoch [18][3950/7330] lr: 1.000e-04, eta: 1 day, 14:36:29, time: 0.980, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1662, s0.acc: 94.1648, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2294, s1.loss_cls: 0.0759, s1.acc: 94.5338, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1140, s2.loss_cls: 0.0377, s2.acc: 94.4036, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0535, loss: 1.1291 +2025-06-26 09:40:50,986 - mmdet - INFO - Epoch [18][4000/7330] lr: 1.000e-04, eta: 1 day, 14:35:35, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1574, s0.acc: 94.5210, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2282, s1.loss_cls: 0.0727, s1.acc: 94.8430, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1135, s2.loss_cls: 0.0355, s2.acc: 94.7813, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.0938 +2025-06-26 09:41:41,745 - mmdet - INFO - Epoch [18][4050/7330] lr: 1.000e-04, eta: 1 day, 14:34:43, time: 1.015, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1634, s0.acc: 94.3286, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2338, s1.loss_cls: 0.0737, s1.acc: 94.7186, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1151, s2.loss_cls: 0.0361, s2.acc: 94.6561, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0542, loss: 1.1141 +2025-06-26 09:42:30,954 - mmdet - INFO - Epoch [18][4100/7330] lr: 1.000e-04, eta: 1 day, 14:33:50, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1556, s0.acc: 94.4946, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2270, s1.loss_cls: 0.0738, s1.acc: 94.5429, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0363, s2.acc: 94.5122, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0885 +2025-06-26 09:43:31,730 - mmdet - INFO - Epoch [18][4150/7330] lr: 1.000e-04, eta: 1 day, 14:33:08, time: 1.216, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1577, s0.acc: 94.4272, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2317, s1.loss_cls: 0.0735, s1.acc: 94.5612, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1151, s2.loss_cls: 0.0360, s2.acc: 94.5412, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.0975 +2025-06-26 09:44:22,710 - mmdet - INFO - Epoch [18][4200/7330] lr: 1.000e-04, eta: 1 day, 14:32:16, time: 1.019, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1623, s0.acc: 94.3145, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2319, s1.loss_cls: 0.0748, s1.acc: 94.6404, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1146, s2.loss_cls: 0.0356, s2.acc: 94.6434, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0535, loss: 1.1088 +2025-06-26 09:45:14,006 - mmdet - INFO - Epoch [18][4250/7330] lr: 1.000e-04, eta: 1 day, 14:31:25, time: 1.027, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1623, s0.acc: 94.2615, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2387, s1.loss_cls: 0.0750, s1.acc: 94.6173, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1190, s2.loss_cls: 0.0362, s2.acc: 94.6689, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0558, loss: 1.1240 +2025-06-26 09:46:02,477 - mmdet - INFO - Epoch [18][4300/7330] lr: 1.000e-04, eta: 1 day, 14:30:31, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1643, s0.acc: 94.2668, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2316, s1.loss_cls: 0.0755, s1.acc: 94.5687, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1144, s2.loss_cls: 0.0367, s2.acc: 94.5867, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0541, loss: 1.1058 +2025-06-26 09:46:51,292 - mmdet - INFO - Epoch [18][4350/7330] lr: 1.000e-04, eta: 1 day, 14:29:37, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1562, s0.acc: 94.6252, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2292, s1.loss_cls: 0.0728, s1.acc: 94.8803, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1132, s2.loss_cls: 0.0356, s2.acc: 94.7656, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0812 +2025-06-26 09:47:40,736 - mmdet - INFO - Epoch [18][4400/7330] lr: 1.000e-04, eta: 1 day, 14:28:43, time: 0.989, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1655, s0.acc: 94.2903, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2376, s1.loss_cls: 0.0766, s1.acc: 94.6327, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1180, s2.loss_cls: 0.0373, s2.acc: 94.5455, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0553, loss: 1.1388 +2025-06-26 09:48:32,065 - mmdet - INFO - Epoch [18][4450/7330] lr: 1.000e-04, eta: 1 day, 14:27:52, time: 1.027, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1616, s0.acc: 94.3582, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2266, s1.loss_cls: 0.0755, s1.acc: 94.5975, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1133, s2.loss_cls: 0.0369, s2.acc: 94.5500, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.1000 +2025-06-26 09:49:20,934 - mmdet - INFO - Epoch [18][4500/7330] lr: 1.000e-04, eta: 1 day, 14:26:58, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1591, s0.acc: 94.4241, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2266, s1.loss_cls: 0.0740, s1.acc: 94.6985, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1133, s2.loss_cls: 0.0367, s2.acc: 94.5948, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0899 +2025-06-26 09:50:15,012 - mmdet - INFO - Epoch [18][4550/7330] lr: 1.000e-04, eta: 1 day, 14:26:09, time: 1.082, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1645, s0.acc: 94.1672, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2288, s1.loss_cls: 0.0749, s1.acc: 94.5156, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1132, s2.loss_cls: 0.0362, s2.acc: 94.5634, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1155 +2025-06-26 09:51:14,759 - mmdet - INFO - Epoch [18][4600/7330] lr: 1.000e-04, eta: 1 day, 14:25:27, time: 1.195, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1575, s0.acc: 94.5708, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2223, s1.loss_cls: 0.0724, s1.acc: 94.8614, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1105, s2.loss_cls: 0.0348, s2.acc: 95.0025, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0522, loss: 1.0702 +2025-06-26 09:52:06,482 - mmdet - INFO - Epoch [18][4650/7330] lr: 1.000e-04, eta: 1 day, 14:24:36, time: 1.034, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1669, s0.acc: 94.1963, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2373, s1.loss_cls: 0.0761, s1.acc: 94.5892, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1184, s2.loss_cls: 0.0367, s2.acc: 94.6309, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1455 +2025-06-26 09:52:54,868 - mmdet - INFO - Epoch [18][4700/7330] lr: 1.000e-04, eta: 1 day, 14:23:41, time: 0.968, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1630, s0.acc: 94.2737, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2296, s1.loss_cls: 0.0763, s1.acc: 94.5149, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1144, s2.loss_cls: 0.0371, s2.acc: 94.5645, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.1019 +2025-06-26 09:53:43,111 - mmdet - INFO - Epoch [18][4750/7330] lr: 1.000e-04, eta: 1 day, 14:22:47, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1631, s0.acc: 94.3218, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2313, s1.loss_cls: 0.0746, s1.acc: 94.6157, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1153, s2.loss_cls: 0.0365, s2.acc: 94.5503, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1121 +2025-06-26 09:54:31,467 - mmdet - INFO - Epoch [18][4800/7330] lr: 1.000e-04, eta: 1 day, 14:21:52, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1654, s0.acc: 94.2690, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2272, s1.loss_cls: 0.0767, s1.acc: 94.5117, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1130, s2.loss_cls: 0.0372, s2.acc: 94.5316, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0537, loss: 1.1085 +2025-06-26 09:55:20,104 - mmdet - INFO - Epoch [18][4850/7330] lr: 1.000e-04, eta: 1 day, 14:20:58, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1607, s0.acc: 94.3042, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2298, s1.loss_cls: 0.0737, s1.acc: 94.6421, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1148, s2.loss_cls: 0.0361, s2.acc: 94.6797, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1077 +2025-06-26 09:56:10,782 - mmdet - INFO - Epoch [18][4900/7330] lr: 1.000e-04, eta: 1 day, 14:20:06, time: 1.014, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1561, s0.acc: 94.4375, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2273, s1.loss_cls: 0.0718, s1.acc: 94.7243, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1133, s2.loss_cls: 0.0351, s2.acc: 94.7553, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0535, loss: 1.0844 +2025-06-26 09:56:59,437 - mmdet - INFO - Epoch [18][4950/7330] lr: 1.000e-04, eta: 1 day, 14:19:12, time: 0.973, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1624, s0.acc: 94.3342, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2371, s1.loss_cls: 0.0743, s1.acc: 94.6613, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1166, s2.loss_cls: 0.0363, s2.acc: 94.6474, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0550, loss: 1.1170 +2025-06-26 09:58:00,404 - mmdet - INFO - Epoch [18][5000/7330] lr: 1.000e-04, eta: 1 day, 14:18:31, time: 1.219, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1546, s0.acc: 94.5957, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2303, s1.loss_cls: 0.0726, s1.acc: 94.8438, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1146, s2.loss_cls: 0.0355, s2.acc: 94.7717, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.0876 +2025-06-26 09:58:51,969 - mmdet - INFO - Epoch [18][5050/7330] lr: 1.000e-04, eta: 1 day, 14:17:39, time: 1.031, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1575, s0.acc: 94.4067, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2296, s1.loss_cls: 0.0723, s1.acc: 94.7475, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1133, s2.loss_cls: 0.0346, s2.acc: 94.8265, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0951 +2025-06-26 09:59:41,031 - mmdet - INFO - Epoch [18][5100/7330] lr: 1.000e-04, eta: 1 day, 14:16:46, time: 0.981, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1617, s0.acc: 94.3840, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2311, s1.loss_cls: 0.0747, s1.acc: 94.6327, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1147, s2.loss_cls: 0.0365, s2.acc: 94.6268, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1077 +2025-06-26 10:00:29,672 - mmdet - INFO - Epoch [18][5150/7330] lr: 1.000e-04, eta: 1 day, 14:15:52, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1630, s0.acc: 94.2812, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2273, s1.loss_cls: 0.0761, s1.acc: 94.5046, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1140, s2.loss_cls: 0.0371, s2.acc: 94.4467, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.1020 +2025-06-26 10:01:18,295 - mmdet - INFO - Epoch [18][5200/7330] lr: 1.000e-04, eta: 1 day, 14:14:57, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1521, s0.acc: 94.7183, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2293, s1.loss_cls: 0.0693, s1.acc: 95.0152, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1143, s2.loss_cls: 0.0338, s2.acc: 95.0304, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0540, loss: 1.0696 +2025-06-26 10:02:07,405 - mmdet - INFO - Epoch [18][5250/7330] lr: 1.000e-04, eta: 1 day, 14:14:04, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1619, s0.acc: 94.3955, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2281, s1.loss_cls: 0.0735, s1.acc: 94.7561, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1139, s2.loss_cls: 0.0362, s2.acc: 94.6599, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.0992 +2025-06-26 10:02:58,210 - mmdet - INFO - Epoch [18][5300/7330] lr: 1.000e-04, eta: 1 day, 14:13:12, time: 1.016, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1562, s0.acc: 94.5674, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2305, s1.loss_cls: 0.0721, s1.acc: 94.8813, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1138, s2.loss_cls: 0.0352, s2.acc: 94.9124, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0531, loss: 1.0766 +2025-06-26 10:03:46,658 - mmdet - INFO - Epoch [18][5350/7330] lr: 1.000e-04, eta: 1 day, 14:12:17, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1579, s0.acc: 94.5322, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2283, s1.loss_cls: 0.0717, s1.acc: 94.8830, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1141, s2.loss_cls: 0.0349, s2.acc: 94.8596, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0541, loss: 1.0822 +2025-06-26 10:04:49,098 - mmdet - INFO - Epoch [18][5400/7330] lr: 1.000e-04, eta: 1 day, 14:11:37, time: 1.249, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1679, s0.acc: 94.1809, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2329, s1.loss_cls: 0.0785, s1.acc: 94.3902, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1148, s2.loss_cls: 0.0381, s2.acc: 94.4131, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1309 +2025-06-26 10:05:40,190 - mmdet - INFO - Epoch [18][5450/7330] lr: 1.000e-04, eta: 1 day, 14:10:46, time: 1.022, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1631, s0.acc: 94.3337, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2370, s1.loss_cls: 0.0751, s1.acc: 94.6055, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1172, s2.loss_cls: 0.0362, s2.acc: 94.7100, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0547, loss: 1.1206 +2025-06-26 10:06:31,485 - mmdet - INFO - Epoch [18][5500/7330] lr: 1.000e-04, eta: 1 day, 14:09:54, time: 1.026, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1665, s0.acc: 94.2241, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2267, s1.loss_cls: 0.0770, s1.acc: 94.5118, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1136, s2.loss_cls: 0.0373, s2.acc: 94.5337, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0536, loss: 1.1089 +2025-06-26 10:07:20,313 - mmdet - INFO - Epoch [18][5550/7330] lr: 1.000e-04, eta: 1 day, 14:09:00, time: 0.977, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1590, s0.acc: 94.4746, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2257, s1.loss_cls: 0.0735, s1.acc: 94.8007, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1128, s2.loss_cls: 0.0353, s2.acc: 94.8003, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0941 +2025-06-26 10:08:08,730 - mmdet - INFO - Epoch [18][5600/7330] lr: 1.000e-04, eta: 1 day, 14:08:06, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1710, s0.acc: 94.0813, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2356, s1.loss_cls: 0.0781, s1.acc: 94.3414, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1170, s2.loss_cls: 0.0375, s2.acc: 94.3411, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1425 +2025-06-26 10:08:57,425 - mmdet - INFO - Epoch [18][5650/7330] lr: 1.000e-04, eta: 1 day, 14:07:12, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1618, s0.acc: 94.2893, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2311, s1.loss_cls: 0.0740, s1.acc: 94.6638, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0363, s2.acc: 94.6524, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1176 +2025-06-26 10:09:50,379 - mmdet - INFO - Epoch [18][5700/7330] lr: 1.000e-04, eta: 1 day, 14:06:22, time: 1.059, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1651, s0.acc: 94.1680, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2341, s1.loss_cls: 0.0761, s1.acc: 94.4703, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1161, s2.loss_cls: 0.0372, s2.acc: 94.4719, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1365 +2025-06-26 10:10:39,276 - mmdet - INFO - Epoch [18][5750/7330] lr: 1.000e-04, eta: 1 day, 14:05:28, time: 0.978, data_time: 0.040, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1547, s0.acc: 94.6309, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2298, s1.loss_cls: 0.0710, s1.acc: 94.8566, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1151, s2.loss_cls: 0.0349, s2.acc: 94.8671, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.0840 +2025-06-26 10:11:32,950 - mmdet - INFO - Epoch [18][5800/7330] lr: 1.000e-04, eta: 1 day, 14:04:39, time: 1.073, data_time: 0.038, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1561, s0.acc: 94.4500, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2280, s1.loss_cls: 0.0724, s1.acc: 94.6442, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1139, s2.loss_cls: 0.0353, s2.acc: 94.7157, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0960 +2025-06-26 10:12:31,117 - mmdet - INFO - Epoch [18][5850/7330] lr: 1.000e-04, eta: 1 day, 14:03:55, time: 1.163, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1686, s0.acc: 94.1553, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2419, s1.loss_cls: 0.0774, s1.acc: 94.4546, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1183, s2.loss_cls: 0.0372, s2.acc: 94.5157, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0552, loss: 1.1480 +2025-06-26 10:13:22,970 - mmdet - INFO - Epoch [18][5900/7330] lr: 1.000e-04, eta: 1 day, 14:03:04, time: 1.037, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1690, s0.acc: 94.1047, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2295, s1.loss_cls: 0.0792, s1.acc: 94.3614, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1131, s2.loss_cls: 0.0380, s2.acc: 94.4114, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.1335 +2025-06-26 10:14:11,806 - mmdet - INFO - Epoch [18][5950/7330] lr: 1.000e-04, eta: 1 day, 14:02:10, time: 0.977, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1617, s0.acc: 94.2817, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2356, s1.loss_cls: 0.0749, s1.acc: 94.5879, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1176, s2.loss_cls: 0.0364, s2.acc: 94.5483, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1133 +2025-06-26 10:15:00,676 - mmdet - INFO - Epoch [18][6000/7330] lr: 1.000e-04, eta: 1 day, 14:01:16, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1655, s0.acc: 94.1267, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2319, s1.loss_cls: 0.0774, s1.acc: 94.4029, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1143, s2.loss_cls: 0.0375, s2.acc: 94.4242, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1263 +2025-06-26 10:15:49,915 - mmdet - INFO - Epoch [18][6050/7330] lr: 1.000e-04, eta: 1 day, 14:00:23, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1537, s0.acc: 94.6082, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2271, s1.loss_cls: 0.0703, s1.acc: 94.9328, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1127, s2.loss_cls: 0.0347, s2.acc: 94.8768, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.0795 +2025-06-26 10:16:38,742 - mmdet - INFO - Epoch [18][6100/7330] lr: 1.000e-04, eta: 1 day, 13:59:29, time: 0.977, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1607, s0.acc: 94.4150, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2338, s1.loss_cls: 0.0734, s1.acc: 94.7489, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1159, s2.loss_cls: 0.0354, s2.acc: 94.7215, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0541, loss: 1.1086 +2025-06-26 10:17:31,345 - mmdet - INFO - Epoch [18][6150/7330] lr: 1.000e-04, eta: 1 day, 13:58:39, time: 1.052, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1606, s0.acc: 94.4250, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2329, s1.loss_cls: 0.0745, s1.acc: 94.7407, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1151, s2.loss_cls: 0.0364, s2.acc: 94.6576, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1062 +2025-06-26 10:18:20,165 - mmdet - INFO - Epoch [18][6200/7330] lr: 1.000e-04, eta: 1 day, 13:57:45, time: 0.976, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1591, s0.acc: 94.5305, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2339, s1.loss_cls: 0.0725, s1.acc: 94.8881, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1155, s2.loss_cls: 0.0353, s2.acc: 94.7684, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0545, loss: 1.1003 +2025-06-26 10:19:24,715 - mmdet - INFO - Epoch [18][6250/7330] lr: 1.000e-04, eta: 1 day, 13:57:07, time: 1.291, data_time: 0.040, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1763, s0.acc: 93.9653, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2360, s1.loss_cls: 0.0812, s1.acc: 94.3193, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1166, s2.loss_cls: 0.0389, s2.acc: 94.3525, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0546, loss: 1.1640 +2025-06-26 10:20:16,360 - mmdet - INFO - Epoch [18][6300/7330] lr: 1.000e-04, eta: 1 day, 13:56:16, time: 1.033, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1699, s0.acc: 94.1716, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2295, s1.loss_cls: 0.0766, s1.acc: 94.5649, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1137, s2.loss_cls: 0.0374, s2.acc: 94.5089, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0534, loss: 1.1299 +2025-06-26 10:21:05,108 - mmdet - INFO - Epoch [18][6350/7330] lr: 1.000e-04, eta: 1 day, 13:55:22, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1639, s0.acc: 94.3069, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2284, s1.loss_cls: 0.0748, s1.acc: 94.6764, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1140, s2.loss_cls: 0.0363, s2.acc: 94.5691, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1149 +2025-06-26 10:21:53,637 - mmdet - INFO - Epoch [18][6400/7330] lr: 1.000e-04, eta: 1 day, 13:54:28, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1629, s0.acc: 94.2676, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2294, s1.loss_cls: 0.0750, s1.acc: 94.6019, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1141, s2.loss_cls: 0.0364, s2.acc: 94.6051, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.1157 +2025-06-26 10:22:42,319 - mmdet - INFO - Epoch [18][6450/7330] lr: 1.000e-04, eta: 1 day, 13:53:34, time: 0.974, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1623, s0.acc: 94.4385, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2261, s1.loss_cls: 0.0751, s1.acc: 94.6937, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1134, s2.loss_cls: 0.0361, s2.acc: 94.6429, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0889 +2025-06-26 10:23:31,357 - mmdet - INFO - Epoch [18][6500/7330] lr: 1.000e-04, eta: 1 day, 13:52:40, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1669, s0.acc: 94.2449, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2305, s1.loss_cls: 0.0778, s1.acc: 94.4578, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1149, s2.loss_cls: 0.0374, s2.acc: 94.5264, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.1206 +2025-06-26 10:24:23,580 - mmdet - INFO - Epoch [18][6550/7330] lr: 1.000e-04, eta: 1 day, 13:51:50, time: 1.044, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1583, s0.acc: 94.5042, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2335, s1.loss_cls: 0.0730, s1.acc: 94.8176, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1161, s2.loss_cls: 0.0353, s2.acc: 94.7803, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.0937 +2025-06-26 10:25:12,409 - mmdet - INFO - Epoch [18][6600/7330] lr: 1.000e-04, eta: 1 day, 13:50:56, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1668, s0.acc: 94.1772, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2338, s1.loss_cls: 0.0770, s1.acc: 94.5522, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1162, s2.loss_cls: 0.0373, s2.acc: 94.4499, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.1305 +2025-06-26 10:26:13,707 - mmdet - INFO - Epoch [18][6650/7330] lr: 1.000e-04, eta: 1 day, 13:50:14, time: 1.226, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1596, s0.acc: 94.4548, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2309, s1.loss_cls: 0.0748, s1.acc: 94.6371, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1163, s2.loss_cls: 0.0363, s2.acc: 94.6897, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0551, loss: 1.1043 +2025-06-26 10:27:07,411 - mmdet - INFO - Epoch [18][6700/7330] lr: 1.000e-04, eta: 1 day, 13:49:25, time: 1.074, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1605, s0.acc: 94.4094, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2268, s1.loss_cls: 0.0747, s1.acc: 94.5818, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1129, s2.loss_cls: 0.0362, s2.acc: 94.6255, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0532, loss: 1.0904 +2025-06-26 10:27:56,561 - mmdet - INFO - Epoch [18][6750/7330] lr: 1.000e-04, eta: 1 day, 13:48:32, time: 0.983, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1632, s0.acc: 94.2581, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2258, s1.loss_cls: 0.0754, s1.acc: 94.5613, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0368, s2.acc: 94.4662, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.1078 +2025-06-26 10:28:44,701 - mmdet - INFO - Epoch [18][6800/7330] lr: 1.000e-04, eta: 1 day, 13:47:37, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1672, s0.acc: 94.2754, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2339, s1.loss_cls: 0.0771, s1.acc: 94.5760, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1165, s2.loss_cls: 0.0375, s2.acc: 94.5395, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0548, loss: 1.1278 +2025-06-26 10:29:33,100 - mmdet - INFO - Epoch [18][6850/7330] lr: 1.000e-04, eta: 1 day, 13:46:43, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1563, s0.acc: 94.5647, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2293, s1.loss_cls: 0.0723, s1.acc: 94.8985, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1135, s2.loss_cls: 0.0349, s2.acc: 94.9568, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0766 +2025-06-26 10:30:21,716 - mmdet - INFO - Epoch [18][6900/7330] lr: 1.000e-04, eta: 1 day, 13:45:49, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1577, s0.acc: 94.4397, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2269, s1.loss_cls: 0.0722, s1.acc: 94.8201, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1131, s2.loss_cls: 0.0353, s2.acc: 94.8539, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0922 +2025-06-26 10:31:13,190 - mmdet - INFO - Epoch [18][6950/7330] lr: 1.000e-04, eta: 1 day, 13:44:57, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1667, s0.acc: 94.1592, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2335, s1.loss_cls: 0.0763, s1.acc: 94.5055, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1173, s2.loss_cls: 0.0374, s2.acc: 94.4062, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0553, loss: 1.1301 +2025-06-26 10:32:01,976 - mmdet - INFO - Epoch [18][7000/7330] lr: 1.000e-04, eta: 1 day, 13:44:04, time: 0.976, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1626, s0.acc: 94.2610, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2241, s1.loss_cls: 0.0752, s1.acc: 94.5701, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1124, s2.loss_cls: 0.0367, s2.acc: 94.5531, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0527, loss: 1.0966 +2025-06-26 10:32:57,586 - mmdet - INFO - Epoch [18][7050/7330] lr: 1.000e-04, eta: 1 day, 13:43:16, time: 1.112, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1599, s0.acc: 94.4241, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2222, s1.loss_cls: 0.0735, s1.acc: 94.7733, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1110, s2.loss_cls: 0.0355, s2.acc: 94.7536, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0761 +2025-06-26 10:33:53,593 - mmdet - INFO - Epoch [18][7100/7330] lr: 1.000e-04, eta: 1 day, 13:42:30, time: 1.120, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1589, s0.acc: 94.3743, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2322, s1.loss_cls: 0.0737, s1.acc: 94.6800, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1162, s2.loss_cls: 0.0360, s2.acc: 94.6848, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1015 +2025-06-26 10:34:43,978 - mmdet - INFO - Epoch [18][7150/7330] lr: 1.000e-04, eta: 1 day, 13:41:37, time: 1.008, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1529, s0.acc: 94.6970, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2289, s1.loss_cls: 0.0702, s1.acc: 95.0134, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1136, s2.loss_cls: 0.0342, s2.acc: 94.9427, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0536, loss: 1.0655 +2025-06-26 10:35:32,177 - mmdet - INFO - Epoch [18][7200/7330] lr: 1.000e-04, eta: 1 day, 13:40:43, time: 0.964, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1602, s0.acc: 94.3953, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2278, s1.loss_cls: 0.0744, s1.acc: 94.6696, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1127, s2.loss_cls: 0.0363, s2.acc: 94.6402, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0874 +2025-06-26 10:36:20,736 - mmdet - INFO - Epoch [18][7250/7330] lr: 1.000e-04, eta: 1 day, 13:39:49, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1599, s0.acc: 94.4258, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2264, s1.loss_cls: 0.0733, s1.acc: 94.7466, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.6056, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.0767 +2025-06-26 10:37:09,194 - mmdet - INFO - Epoch [18][7300/7330] lr: 1.000e-04, eta: 1 day, 13:38:55, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1559, s0.acc: 94.5347, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2256, s1.loss_cls: 0.0721, s1.acc: 94.7936, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1134, s2.loss_cls: 0.0357, s2.acc: 94.7454, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0535, loss: 1.0772 +2025-06-26 10:37:48,031 - mmdet - INFO - Saving checkpoint at 18 epochs +2025-06-26 10:41:09,409 - mmdet - INFO - Evaluating bbox... +2025-06-26 10:41:40,444 - mmdet - INFO - Evaluating segm... +2025-06-26 10:42:16,575 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 10:42:16,575 - mmdet - INFO - Epoch(val) [18][7330] bbox_mAP: 0.4720, bbox_mAP_50: 0.6600, bbox_mAP_75: 0.5160, bbox_mAP_s: 0.3090, bbox_mAP_m: 0.5020, bbox_mAP_l: 0.6250, bbox_mAP_copypaste: 0.472 0.660 0.516 0.309 0.502 0.625, segm_mAP: 0.4080, segm_mAP_50: 0.6350, segm_mAP_75: 0.4390, segm_mAP_s: 0.2470, segm_mAP_m: 0.4420, segm_mAP_l: 0.5640, segm_mAP_copypaste: 0.408 0.635 0.439 0.247 0.442 0.564 +2025-06-26 10:44:29,107 - mmdet - INFO - Epoch [19][50/7330] lr: 1.000e-04, eta: 1 day, 13:38:23, time: 2.650, data_time: 1.500, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1496, s0.acc: 94.6738, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2308, s1.loss_cls: 0.0694, s1.acc: 94.9934, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1156, s2.loss_cls: 0.0341, s2.acc: 94.9702, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.0721 +2025-06-26 10:45:31,692 - mmdet - INFO - Epoch [19][100/7330] lr: 1.000e-04, eta: 1 day, 13:37:43, time: 1.251, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1534, s0.acc: 94.5618, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2277, s1.loss_cls: 0.0710, s1.acc: 94.8565, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1139, s2.loss_cls: 0.0349, s2.acc: 94.8053, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0538, loss: 1.0774 +2025-06-26 10:46:26,243 - mmdet - INFO - Epoch [19][150/7330] lr: 1.000e-04, eta: 1 day, 13:36:54, time: 1.091, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1644, s0.acc: 94.2104, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2278, s1.loss_cls: 0.0758, s1.acc: 94.5802, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1131, s2.loss_cls: 0.0362, s2.acc: 94.6611, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1104 +2025-06-26 10:47:16,657 - mmdet - INFO - Epoch [19][200/7330] lr: 1.000e-04, eta: 1 day, 13:36:02, time: 1.008, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1521, s0.acc: 94.7991, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2209, s1.loss_cls: 0.0696, s1.acc: 95.1560, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1107, s2.loss_cls: 0.0338, s2.acc: 95.0625, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0484 +2025-06-26 10:48:08,190 - mmdet - INFO - Epoch [19][250/7330] lr: 1.000e-04, eta: 1 day, 13:35:11, time: 1.031, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1658, s0.acc: 94.2266, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2333, s1.loss_cls: 0.0755, s1.acc: 94.6231, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1167, s2.loss_cls: 0.0364, s2.acc: 94.6523, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0551, loss: 1.1299 +2025-06-26 10:48:58,478 - mmdet - INFO - Epoch [19][300/7330] lr: 1.000e-04, eta: 1 day, 13:34:18, time: 1.005, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1484, s0.acc: 94.6528, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2242, s1.loss_cls: 0.0688, s1.acc: 94.9417, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1116, s2.loss_cls: 0.0338, s2.acc: 94.8996, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0528, loss: 1.0547 +2025-06-26 10:49:49,169 - mmdet - INFO - Epoch [19][350/7330] lr: 1.000e-04, eta: 1 day, 13:33:26, time: 1.014, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.2939, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2353, s1.loss_cls: 0.0741, s1.acc: 94.6221, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1169, s2.loss_cls: 0.0360, s2.acc: 94.6482, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0551, loss: 1.1160 +2025-06-26 10:50:40,166 - mmdet - INFO - Epoch [19][400/7330] lr: 1.000e-04, eta: 1 day, 13:32:35, time: 1.020, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1583, s0.acc: 94.5540, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2284, s1.loss_cls: 0.0716, s1.acc: 94.9452, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1126, s2.loss_cls: 0.0346, s2.acc: 94.9023, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0532, loss: 1.0755 +2025-06-26 10:51:33,808 - mmdet - INFO - Epoch [19][450/7330] lr: 1.000e-04, eta: 1 day, 13:31:45, time: 1.073, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1645, s0.acc: 94.1965, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2366, s1.loss_cls: 0.0765, s1.acc: 94.4380, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1170, s2.loss_cls: 0.0366, s2.acc: 94.5485, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0547, loss: 1.1266 +2025-06-26 10:52:38,309 - mmdet - INFO - Epoch [19][500/7330] lr: 1.000e-04, eta: 1 day, 13:31:07, time: 1.290, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1541, s0.acc: 94.6318, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2285, s1.loss_cls: 0.0705, s1.acc: 95.0367, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1137, s2.loss_cls: 0.0340, s2.acc: 95.1095, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0535, loss: 1.0715 +2025-06-26 10:53:30,993 - mmdet - INFO - Epoch [19][550/7330] lr: 1.000e-04, eta: 1 day, 13:30:17, time: 1.054, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1591, s0.acc: 94.3538, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2276, s1.loss_cls: 0.0727, s1.acc: 94.6936, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1139, s2.loss_cls: 0.0352, s2.acc: 94.6349, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.0997 +2025-06-26 10:54:19,977 - mmdet - INFO - Epoch [19][600/7330] lr: 1.000e-04, eta: 1 day, 13:29:23, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1513, s0.acc: 94.6707, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2236, s1.loss_cls: 0.0693, s1.acc: 95.0084, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1105, s2.loss_cls: 0.0343, s2.acc: 94.9630, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0520, loss: 1.0501 +2025-06-26 10:55:10,137 - mmdet - INFO - Epoch [19][650/7330] lr: 1.000e-04, eta: 1 day, 13:28:31, time: 1.003, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1622, s0.acc: 94.4575, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2273, s1.loss_cls: 0.0742, s1.acc: 94.8135, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1135, s2.loss_cls: 0.0361, s2.acc: 94.8443, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0532, loss: 1.0887 +2025-06-26 10:56:00,217 - mmdet - INFO - Epoch [19][700/7330] lr: 1.000e-04, eta: 1 day, 13:27:38, time: 1.002, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1580, s0.acc: 94.4702, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2275, s1.loss_cls: 0.0730, s1.acc: 94.7274, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1137, s2.loss_cls: 0.0356, s2.acc: 94.6988, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0914 +2025-06-26 10:56:50,116 - mmdet - INFO - Epoch [19][750/7330] lr: 1.000e-04, eta: 1 day, 13:26:45, time: 0.998, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1582, s0.acc: 94.4795, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2346, s1.loss_cls: 0.0733, s1.acc: 94.7517, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1156, s2.loss_cls: 0.0359, s2.acc: 94.8078, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0542, loss: 1.1064 +2025-06-26 10:57:40,239 - mmdet - INFO - Epoch [19][800/7330] lr: 1.000e-04, eta: 1 day, 13:25:52, time: 1.002, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1622, s0.acc: 94.2644, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2288, s1.loss_cls: 0.0740, s1.acc: 94.5853, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1132, s2.loss_cls: 0.0359, s2.acc: 94.7025, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1102 +2025-06-26 10:58:29,650 - mmdet - INFO - Epoch [19][850/7330] lr: 1.000e-04, eta: 1 day, 13:24:59, time: 0.988, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1482, s0.acc: 94.8359, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2236, s1.loss_cls: 0.0682, s1.acc: 95.0894, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1122, s2.loss_cls: 0.0335, s2.acc: 95.0832, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0502 +2025-06-26 10:59:29,682 - mmdet - INFO - Epoch [19][900/7330] lr: 1.000e-04, eta: 1 day, 13:24:16, time: 1.201, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1618, s0.acc: 94.2542, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2278, s1.loss_cls: 0.0735, s1.acc: 94.6122, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1123, s2.loss_cls: 0.0352, s2.acc: 94.6727, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.1067 +2025-06-26 11:00:26,963 - mmdet - INFO - Epoch [19][950/7330] lr: 1.000e-04, eta: 1 day, 13:23:31, time: 1.146, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1619, s0.acc: 94.2693, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2349, s1.loss_cls: 0.0732, s1.acc: 94.7228, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1173, s2.loss_cls: 0.0355, s2.acc: 94.7511, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0556, loss: 1.1126 +2025-06-26 11:01:18,062 - mmdet - INFO - Epoch [19][1000/7330] lr: 1.000e-04, eta: 1 day, 13:22:39, time: 1.022, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1542, s0.acc: 94.4812, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2340, s1.loss_cls: 0.0710, s1.acc: 94.8032, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1165, s2.loss_cls: 0.0347, s2.acc: 94.7879, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.0918 +2025-06-26 11:02:07,339 - mmdet - INFO - Epoch [19][1050/7330] lr: 1.000e-04, eta: 1 day, 13:21:46, time: 0.985, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1594, s0.acc: 94.2959, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2284, s1.loss_cls: 0.0740, s1.acc: 94.6344, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1133, s2.loss_cls: 0.0363, s2.acc: 94.6766, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0963 +2025-06-26 11:02:56,289 - mmdet - INFO - Epoch [19][1100/7330] lr: 1.000e-04, eta: 1 day, 13:20:52, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1539, s0.acc: 94.5518, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2206, s1.loss_cls: 0.0715, s1.acc: 94.8055, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1101, s2.loss_cls: 0.0349, s2.acc: 94.7528, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0642 +2025-06-26 11:03:44,476 - mmdet - INFO - Epoch [19][1150/7330] lr: 1.000e-04, eta: 1 day, 13:19:57, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1561, s0.acc: 94.5032, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2304, s1.loss_cls: 0.0721, s1.acc: 94.7596, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1137, s2.loss_cls: 0.0352, s2.acc: 94.8334, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.0872 +2025-06-26 11:04:33,089 - mmdet - INFO - Epoch [19][1200/7330] lr: 1.000e-04, eta: 1 day, 13:19:03, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1508, s0.acc: 94.6914, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2270, s1.loss_cls: 0.0684, s1.acc: 95.0407, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1143, s2.loss_cls: 0.0339, s2.acc: 94.9474, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0728 +2025-06-26 11:05:21,505 - mmdet - INFO - Epoch [19][1250/7330] lr: 1.000e-04, eta: 1 day, 13:18:09, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1497, s0.acc: 94.7268, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2206, s1.loss_cls: 0.0669, s1.acc: 95.1639, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1104, s2.loss_cls: 0.0327, s2.acc: 95.1477, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0520, loss: 1.0417 +2025-06-26 11:06:18,874 - mmdet - INFO - Epoch [19][1300/7330] lr: 1.000e-04, eta: 1 day, 13:17:23, time: 1.147, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1610, s0.acc: 94.4136, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2275, s1.loss_cls: 0.0745, s1.acc: 94.7671, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1130, s2.loss_cls: 0.0366, s2.acc: 94.7355, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1058 +2025-06-26 11:07:18,016 - mmdet - INFO - Epoch [19][1350/7330] lr: 1.000e-04, eta: 1 day, 13:16:40, time: 1.183, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1646, s0.acc: 94.1938, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2337, s1.loss_cls: 0.0761, s1.acc: 94.4598, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1160, s2.loss_cls: 0.0368, s2.acc: 94.5455, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1298 +2025-06-26 11:08:09,429 - mmdet - INFO - Epoch [19][1400/7330] lr: 1.000e-04, eta: 1 day, 13:15:48, time: 1.028, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1564, s0.acc: 94.5061, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2274, s1.loss_cls: 0.0722, s1.acc: 94.7654, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1141, s2.loss_cls: 0.0351, s2.acc: 94.7814, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.0867 +2025-06-26 11:08:57,660 - mmdet - INFO - Epoch [19][1450/7330] lr: 1.000e-04, eta: 1 day, 13:14:54, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1594, s0.acc: 94.3945, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2300, s1.loss_cls: 0.0736, s1.acc: 94.6235, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1133, s2.loss_cls: 0.0359, s2.acc: 94.7049, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0534, loss: 1.0891 +2025-06-26 11:09:47,200 - mmdet - INFO - Epoch [19][1500/7330] lr: 1.000e-04, eta: 1 day, 13:14:01, time: 0.990, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1581, s0.acc: 94.3254, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2286, s1.loss_cls: 0.0737, s1.acc: 94.5860, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1138, s2.loss_cls: 0.0363, s2.acc: 94.5718, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.1042 +2025-06-26 11:10:35,839 - mmdet - INFO - Epoch [19][1550/7330] lr: 1.000e-04, eta: 1 day, 13:13:07, time: 0.973, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1539, s0.acc: 94.5872, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2264, s1.loss_cls: 0.0709, s1.acc: 94.9044, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1134, s2.loss_cls: 0.0348, s2.acc: 94.8348, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.0798 +2025-06-26 11:11:24,632 - mmdet - INFO - Epoch [19][1600/7330] lr: 1.000e-04, eta: 1 day, 13:12:13, time: 0.976, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1547, s0.acc: 94.6001, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2257, s1.loss_cls: 0.0706, s1.acc: 94.8987, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1125, s2.loss_cls: 0.0343, s2.acc: 94.9782, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0727 +2025-06-26 11:12:13,925 - mmdet - INFO - Epoch [19][1650/7330] lr: 1.000e-04, eta: 1 day, 13:11:19, time: 0.986, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1606, s0.acc: 94.2981, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2304, s1.loss_cls: 0.0741, s1.acc: 94.6024, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1156, s2.loss_cls: 0.0358, s2.acc: 94.7196, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1066 +2025-06-26 11:13:05,402 - mmdet - INFO - Epoch [19][1700/7330] lr: 1.000e-04, eta: 1 day, 13:10:28, time: 1.030, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1560, s0.acc: 94.5964, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2304, s1.loss_cls: 0.0721, s1.acc: 94.8678, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1136, s2.loss_cls: 0.0350, s2.acc: 94.9322, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0529, loss: 1.0727 +2025-06-26 11:14:11,500 - mmdet - INFO - Epoch [19][1750/7330] lr: 1.000e-04, eta: 1 day, 13:09:51, time: 1.322, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1669, s0.acc: 94.1709, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2354, s1.loss_cls: 0.0773, s1.acc: 94.4850, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1175, s2.loss_cls: 0.0376, s2.acc: 94.5066, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1373 +2025-06-26 11:15:02,784 - mmdet - INFO - Epoch [19][1800/7330] lr: 1.000e-04, eta: 1 day, 13:09:00, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1604, s0.acc: 94.3098, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2292, s1.loss_cls: 0.0748, s1.acc: 94.5522, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.5906, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0971 +2025-06-26 11:15:52,612 - mmdet - INFO - Epoch [19][1850/7330] lr: 1.000e-04, eta: 1 day, 13:08:07, time: 0.996, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1752, s0.acc: 93.8506, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2348, s1.loss_cls: 0.0811, s1.acc: 94.2199, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1166, s2.loss_cls: 0.0397, s2.acc: 94.1449, s2.loss_bbox: 0.0453, s2.loss_mask: 0.0547, loss: 1.1788 +2025-06-26 11:16:41,782 - mmdet - INFO - Epoch [19][1900/7330] lr: 1.000e-04, eta: 1 day, 13:07:13, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1629, s0.acc: 94.3706, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2276, s1.loss_cls: 0.0752, s1.acc: 94.6475, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1137, s2.loss_cls: 0.0369, s2.acc: 94.5737, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.0949 +2025-06-26 11:17:30,868 - mmdet - INFO - Epoch [19][1950/7330] lr: 1.000e-04, eta: 1 day, 13:06:19, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1642, s0.acc: 94.2300, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2335, s1.loss_cls: 0.0759, s1.acc: 94.4726, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1167, s2.loss_cls: 0.0369, s2.acc: 94.4740, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1274 +2025-06-26 11:18:19,510 - mmdet - INFO - Epoch [19][2000/7330] lr: 1.000e-04, eta: 1 day, 13:05:25, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1646, s0.acc: 94.2473, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2316, s1.loss_cls: 0.0771, s1.acc: 94.4538, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.4603, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0543, loss: 1.1146 +2025-06-26 11:19:08,639 - mmdet - INFO - Epoch [19][2050/7330] lr: 1.000e-04, eta: 1 day, 13:04:32, time: 0.983, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1632, s0.acc: 94.2837, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2284, s1.loss_cls: 0.0755, s1.acc: 94.5500, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1141, s2.loss_cls: 0.0362, s2.acc: 94.5904, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0540, loss: 1.1091 +2025-06-26 11:19:59,270 - mmdet - INFO - Epoch [19][2100/7330] lr: 1.000e-04, eta: 1 day, 13:03:40, time: 1.013, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1549, s0.acc: 94.6670, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2283, s1.loss_cls: 0.0708, s1.acc: 95.0187, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1122, s2.loss_cls: 0.0346, s2.acc: 95.0335, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0527, loss: 1.0645 +2025-06-26 11:21:00,448 - mmdet - INFO - Epoch [19][2150/7330] lr: 1.000e-04, eta: 1 day, 13:02:58, time: 1.223, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1614, s0.acc: 94.1606, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2319, s1.loss_cls: 0.0752, s1.acc: 94.4544, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1157, s2.loss_cls: 0.0380, s2.acc: 94.2425, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1187 +2025-06-26 11:21:55,192 - mmdet - INFO - Epoch [19][2200/7330] lr: 1.000e-04, eta: 1 day, 13:02:10, time: 1.095, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1702, s0.acc: 94.0483, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2288, s1.loss_cls: 0.0778, s1.acc: 94.4048, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1142, s2.loss_cls: 0.0377, s2.acc: 94.3930, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0539, loss: 1.1369 +2025-06-26 11:22:47,078 - mmdet - INFO - Epoch [19][2250/7330] lr: 1.000e-04, eta: 1 day, 13:01:19, time: 1.038, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1658, s0.acc: 94.1375, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2300, s1.loss_cls: 0.0756, s1.acc: 94.5879, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1147, s2.loss_cls: 0.0370, s2.acc: 94.4920, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0542, loss: 1.1266 +2025-06-26 11:23:36,017 - mmdet - INFO - Epoch [19][2300/7330] lr: 1.000e-04, eta: 1 day, 13:00:25, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1548, s0.acc: 94.5781, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2270, s1.loss_cls: 0.0710, s1.acc: 94.8425, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1124, s2.loss_cls: 0.0351, s2.acc: 94.7039, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0836 +2025-06-26 11:24:24,976 - mmdet - INFO - Epoch [19][2350/7330] lr: 1.000e-04, eta: 1 day, 12:59:31, time: 0.979, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1633, s0.acc: 94.3564, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2301, s1.loss_cls: 0.0739, s1.acc: 94.6803, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1139, s2.loss_cls: 0.0363, s2.acc: 94.7105, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1037 +2025-06-26 11:25:14,200 - mmdet - INFO - Epoch [19][2400/7330] lr: 1.000e-04, eta: 1 day, 12:58:38, time: 0.984, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1655, s0.acc: 94.2112, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2323, s1.loss_cls: 0.0753, s1.acc: 94.5651, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1156, s2.loss_cls: 0.0363, s2.acc: 94.6625, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0542, loss: 1.1225 +2025-06-26 11:26:03,880 - mmdet - INFO - Epoch [19][2450/7330] lr: 1.000e-04, eta: 1 day, 12:57:45, time: 0.994, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1620, s0.acc: 94.2705, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2287, s1.loss_cls: 0.0746, s1.acc: 94.6748, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1137, s2.loss_cls: 0.0366, s2.acc: 94.6320, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1086 +2025-06-26 11:26:53,309 - mmdet - INFO - Epoch [19][2500/7330] lr: 1.000e-04, eta: 1 day, 12:56:52, time: 0.988, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1699, s0.acc: 94.2161, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2305, s1.loss_cls: 0.0779, s1.acc: 94.5278, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1133, s2.loss_cls: 0.0377, s2.acc: 94.5274, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1228 +2025-06-26 11:27:48,927 - mmdet - INFO - Epoch [19][2550/7330] lr: 1.000e-04, eta: 1 day, 12:56:04, time: 1.113, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1510, s0.acc: 94.6816, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2252, s1.loss_cls: 0.0702, s1.acc: 94.9086, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1117, s2.loss_cls: 0.0337, s2.acc: 94.9699, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0525, loss: 1.0512 +2025-06-26 11:28:50,112 - mmdet - INFO - Epoch [19][2600/7330] lr: 1.000e-04, eta: 1 day, 12:55:22, time: 1.224, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1676, s0.acc: 94.1421, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2254, s1.loss_cls: 0.0779, s1.acc: 94.3909, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1136, s2.loss_cls: 0.0378, s2.acc: 94.3746, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1230 +2025-06-26 11:29:42,052 - mmdet - INFO - Epoch [19][2650/7330] lr: 1.000e-04, eta: 1 day, 12:54:32, time: 1.039, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1609, s0.acc: 94.3428, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2234, s1.loss_cls: 0.0743, s1.acc: 94.6559, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1119, s2.loss_cls: 0.0362, s2.acc: 94.7412, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0952 +2025-06-26 11:30:30,357 - mmdet - INFO - Epoch [19][2700/7330] lr: 1.000e-04, eta: 1 day, 12:53:37, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1575, s0.acc: 94.6008, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2287, s1.loss_cls: 0.0730, s1.acc: 94.8903, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1133, s2.loss_cls: 0.0349, s2.acc: 94.9536, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0536, loss: 1.0812 +2025-06-26 11:31:19,604 - mmdet - INFO - Epoch [19][2750/7330] lr: 1.000e-04, eta: 1 day, 12:52:44, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1735, s0.acc: 94.0183, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2318, s1.loss_cls: 0.0791, s1.acc: 94.3591, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1158, s2.loss_cls: 0.0389, s2.acc: 94.3176, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0544, loss: 1.1484 +2025-06-26 11:32:09,105 - mmdet - INFO - Epoch [19][2800/7330] lr: 1.000e-04, eta: 1 day, 12:51:51, time: 0.989, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1712, s0.acc: 93.9939, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2322, s1.loss_cls: 0.0789, s1.acc: 94.2636, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1159, s2.loss_cls: 0.0385, s2.acc: 94.3160, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0546, loss: 1.1490 +2025-06-26 11:32:58,011 - mmdet - INFO - Epoch [19][2850/7330] lr: 1.000e-04, eta: 1 day, 12:50:57, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1565, s0.acc: 94.4897, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2265, s1.loss_cls: 0.0722, s1.acc: 94.7610, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1124, s2.loss_cls: 0.0354, s2.acc: 94.7560, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0870 +2025-06-26 11:33:46,163 - mmdet - INFO - Epoch [19][2900/7330] lr: 1.000e-04, eta: 1 day, 12:50:02, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1558, s0.acc: 94.5012, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2247, s1.loss_cls: 0.0726, s1.acc: 94.7348, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1116, s2.loss_cls: 0.0356, s2.acc: 94.8109, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0796 +2025-06-26 11:34:37,409 - mmdet - INFO - Epoch [19][2950/7330] lr: 1.000e-04, eta: 1 day, 12:49:11, time: 1.025, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1636, s0.acc: 94.2205, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2294, s1.loss_cls: 0.0755, s1.acc: 94.5152, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1139, s2.loss_cls: 0.0365, s2.acc: 94.5238, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.1060 +2025-06-26 11:35:42,110 - mmdet - INFO - Epoch [19][3000/7330] lr: 1.000e-04, eta: 1 day, 12:48:32, time: 1.294, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1644, s0.acc: 94.3010, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2264, s1.loss_cls: 0.0758, s1.acc: 94.5567, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.6092, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.1061 +2025-06-26 11:36:33,699 - mmdet - INFO - Epoch [19][3050/7330] lr: 1.000e-04, eta: 1 day, 12:47:41, time: 1.032, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1651, s0.acc: 94.1670, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2270, s1.loss_cls: 0.0761, s1.acc: 94.4933, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1124, s2.loss_cls: 0.0370, s2.acc: 94.4354, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.1149 +2025-06-26 11:37:22,336 - mmdet - INFO - Epoch [19][3100/7330] lr: 1.000e-04, eta: 1 day, 12:46:47, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1601, s0.acc: 94.4309, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2304, s1.loss_cls: 0.0748, s1.acc: 94.6843, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1139, s2.loss_cls: 0.0366, s2.acc: 94.6218, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0539, loss: 1.1007 +2025-06-26 11:38:11,159 - mmdet - INFO - Epoch [19][3150/7330] lr: 1.000e-04, eta: 1 day, 12:45:53, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1634, s0.acc: 94.2668, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2319, s1.loss_cls: 0.0750, s1.acc: 94.5774, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1152, s2.loss_cls: 0.0366, s2.acc: 94.5333, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0544, loss: 1.1151 +2025-06-26 11:39:00,085 - mmdet - INFO - Epoch [19][3200/7330] lr: 1.000e-04, eta: 1 day, 12:44:59, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1610, s0.acc: 94.3965, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2296, s1.loss_cls: 0.0745, s1.acc: 94.6861, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1154, s2.loss_cls: 0.0370, s2.acc: 94.5636, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0545, loss: 1.1161 +2025-06-26 11:39:48,864 - mmdet - INFO - Epoch [19][3250/7330] lr: 1.000e-04, eta: 1 day, 12:44:06, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1599, s0.acc: 94.4082, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2250, s1.loss_cls: 0.0725, s1.acc: 94.8009, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1126, s2.loss_cls: 0.0358, s2.acc: 94.7572, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0825 +2025-06-26 11:40:37,768 - mmdet - INFO - Epoch [19][3300/7330] lr: 1.000e-04, eta: 1 day, 12:43:12, time: 0.978, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1593, s0.acc: 94.2937, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2289, s1.loss_cls: 0.0741, s1.acc: 94.6037, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1151, s2.loss_cls: 0.0359, s2.acc: 94.6773, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.0999 +2025-06-26 11:41:28,637 - mmdet - INFO - Epoch [19][3350/7330] lr: 1.000e-04, eta: 1 day, 12:42:20, time: 1.017, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1595, s0.acc: 94.4827, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2280, s1.loss_cls: 0.0727, s1.acc: 94.8435, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1136, s2.loss_cls: 0.0357, s2.acc: 94.8253, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.0881 +2025-06-26 11:42:28,086 - mmdet - INFO - Epoch [19][3400/7330] lr: 1.000e-04, eta: 1 day, 12:41:36, time: 1.189, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1547, s0.acc: 94.5239, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2251, s1.loss_cls: 0.0720, s1.acc: 94.7878, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1133, s2.loss_cls: 0.0349, s2.acc: 94.7836, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0695 +2025-06-26 11:43:21,983 - mmdet - INFO - Epoch [19][3450/7330] lr: 1.000e-04, eta: 1 day, 12:40:47, time: 1.078, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1662, s0.acc: 94.1909, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2329, s1.loss_cls: 0.0761, s1.acc: 94.5610, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1159, s2.loss_cls: 0.0368, s2.acc: 94.5444, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1221 +2025-06-26 11:44:13,551 - mmdet - INFO - Epoch [19][3500/7330] lr: 1.000e-04, eta: 1 day, 12:39:56, time: 1.031, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1637, s0.acc: 94.1682, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2385, s1.loss_cls: 0.0757, s1.acc: 94.5047, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1188, s2.loss_cls: 0.0369, s2.acc: 94.5033, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1340 +2025-06-26 11:45:02,272 - mmdet - INFO - Epoch [19][3550/7330] lr: 1.000e-04, eta: 1 day, 12:39:02, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1607, s0.acc: 94.3159, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2373, s1.loss_cls: 0.0744, s1.acc: 94.6321, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1179, s2.loss_cls: 0.0363, s2.acc: 94.5953, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1195 +2025-06-26 11:45:50,455 - mmdet - INFO - Epoch [19][3600/7330] lr: 1.000e-04, eta: 1 day, 12:38:08, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1597, s0.acc: 94.3313, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2290, s1.loss_cls: 0.0747, s1.acc: 94.5920, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1137, s2.loss_cls: 0.0365, s2.acc: 94.6198, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0534, loss: 1.0900 +2025-06-26 11:46:38,979 - mmdet - INFO - Epoch [19][3650/7330] lr: 1.000e-04, eta: 1 day, 12:37:14, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1621, s0.acc: 94.3645, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2287, s1.loss_cls: 0.0746, s1.acc: 94.6651, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1145, s2.loss_cls: 0.0361, s2.acc: 94.5289, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0538, loss: 1.0954 +2025-06-26 11:47:28,073 - mmdet - INFO - Epoch [19][3700/7330] lr: 1.000e-04, eta: 1 day, 12:36:20, time: 0.982, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1638, s0.acc: 94.2236, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2319, s1.loss_cls: 0.0757, s1.acc: 94.5179, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1157, s2.loss_cls: 0.0372, s2.acc: 94.4083, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1198 +2025-06-26 11:48:16,961 - mmdet - INFO - Epoch [19][3750/7330] lr: 1.000e-04, eta: 1 day, 12:35:26, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1658, s0.acc: 94.3022, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2279, s1.loss_cls: 0.0755, s1.acc: 94.6070, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1129, s2.loss_cls: 0.0368, s2.acc: 94.6031, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1154 +2025-06-26 11:49:13,336 - mmdet - INFO - Epoch [19][3800/7330] lr: 1.000e-04, eta: 1 day, 12:34:40, time: 1.127, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1547, s0.acc: 94.5757, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2225, s1.loss_cls: 0.0714, s1.acc: 94.8911, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1110, s2.loss_cls: 0.0347, s2.acc: 94.9310, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0695 +2025-06-26 11:50:12,583 - mmdet - INFO - Epoch [19][3850/7330] lr: 1.000e-04, eta: 1 day, 12:33:56, time: 1.186, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1691, s0.acc: 93.9761, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2364, s1.loss_cls: 0.0783, s1.acc: 94.2667, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1166, s2.loss_cls: 0.0385, s2.acc: 94.2381, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0550, loss: 1.1579 +2025-06-26 11:51:03,545 - mmdet - INFO - Epoch [19][3900/7330] lr: 1.000e-04, eta: 1 day, 12:33:04, time: 1.019, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1490, s0.acc: 94.7378, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2223, s1.loss_cls: 0.0686, s1.acc: 95.0714, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1104, s2.loss_cls: 0.0339, s2.acc: 94.9467, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0519, loss: 1.0446 +2025-06-26 11:51:52,459 - mmdet - INFO - Epoch [19][3950/7330] lr: 1.000e-04, eta: 1 day, 12:32:10, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1584, s0.acc: 94.4307, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2242, s1.loss_cls: 0.0728, s1.acc: 94.7438, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1116, s2.loss_cls: 0.0354, s2.acc: 94.6579, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0821 +2025-06-26 11:52:41,222 - mmdet - INFO - Epoch [19][4000/7330] lr: 1.000e-04, eta: 1 day, 12:31:16, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1533, s0.acc: 94.5042, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2238, s1.loss_cls: 0.0699, s1.acc: 94.8589, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1115, s2.loss_cls: 0.0345, s2.acc: 94.7800, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0784 +2025-06-26 11:53:29,847 - mmdet - INFO - Epoch [19][4050/7330] lr: 1.000e-04, eta: 1 day, 12:30:22, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1547, s0.acc: 94.5872, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2306, s1.loss_cls: 0.0709, s1.acc: 94.9309, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1140, s2.loss_cls: 0.0341, s2.acc: 95.0354, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0534, loss: 1.0775 +2025-06-26 11:54:18,742 - mmdet - INFO - Epoch [19][4100/7330] lr: 1.000e-04, eta: 1 day, 12:29:29, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1612, s0.acc: 94.3860, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2242, s1.loss_cls: 0.0735, s1.acc: 94.7533, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1119, s2.loss_cls: 0.0352, s2.acc: 94.7440, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0846 +2025-06-26 11:55:07,589 - mmdet - INFO - Epoch [19][4150/7330] lr: 1.000e-04, eta: 1 day, 12:28:35, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1623, s0.acc: 94.2385, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2336, s1.loss_cls: 0.0741, s1.acc: 94.6632, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1169, s2.loss_cls: 0.0365, s2.acc: 94.5909, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0551, loss: 1.1185 +2025-06-26 11:55:59,294 - mmdet - INFO - Epoch [19][4200/7330] lr: 1.000e-04, eta: 1 day, 12:27:44, time: 1.034, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1613, s0.acc: 94.3472, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2354, s1.loss_cls: 0.0748, s1.acc: 94.5855, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1166, s2.loss_cls: 0.0362, s2.acc: 94.6141, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1208 +2025-06-26 11:57:02,366 - mmdet - INFO - Epoch [19][4250/7330] lr: 1.000e-04, eta: 1 day, 12:27:03, time: 1.261, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1526, s0.acc: 94.6257, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2330, s1.loss_cls: 0.0710, s1.acc: 94.8533, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1156, s2.loss_cls: 0.0351, s2.acc: 94.7636, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0541, loss: 1.0749 +2025-06-26 11:57:53,416 - mmdet - INFO - Epoch [19][4300/7330] lr: 1.000e-04, eta: 1 day, 12:26:12, time: 1.021, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1554, s0.acc: 94.5081, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2325, s1.loss_cls: 0.0722, s1.acc: 94.8399, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1159, s2.loss_cls: 0.0351, s2.acc: 94.8437, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.1060 +2025-06-26 11:58:41,849 - mmdet - INFO - Epoch [19][4350/7330] lr: 1.000e-04, eta: 1 day, 12:25:18, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1602, s0.acc: 94.4282, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2343, s1.loss_cls: 0.0736, s1.acc: 94.7671, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1153, s2.loss_cls: 0.0353, s2.acc: 94.9176, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0541, loss: 1.1092 +2025-06-26 11:59:30,812 - mmdet - INFO - Epoch [19][4400/7330] lr: 1.000e-04, eta: 1 day, 12:24:24, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1669, s0.acc: 94.2104, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2334, s1.loss_cls: 0.0774, s1.acc: 94.5309, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1158, s2.loss_cls: 0.0377, s2.acc: 94.5819, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1346 +2025-06-26 12:00:19,121 - mmdet - INFO - Epoch [19][4450/7330] lr: 1.000e-04, eta: 1 day, 12:23:30, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1571, s0.acc: 94.4788, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2347, s1.loss_cls: 0.0724, s1.acc: 94.7699, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1165, s2.loss_cls: 0.0355, s2.acc: 94.7195, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0546, loss: 1.1042 +2025-06-26 12:01:07,920 - mmdet - INFO - Epoch [19][4500/7330] lr: 1.000e-04, eta: 1 day, 12:22:36, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1563, s0.acc: 94.5303, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2335, s1.loss_cls: 0.0707, s1.acc: 94.9594, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1152, s2.loss_cls: 0.0350, s2.acc: 94.8741, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.0950 +2025-06-26 12:01:56,366 - mmdet - INFO - Epoch [19][4550/7330] lr: 1.000e-04, eta: 1 day, 12:21:42, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1599, s0.acc: 94.4473, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2295, s1.loss_cls: 0.0724, s1.acc: 94.7918, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1138, s2.loss_cls: 0.0354, s2.acc: 94.8071, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1000 +2025-06-26 12:02:47,427 - mmdet - INFO - Epoch [19][4600/7330] lr: 1.000e-04, eta: 1 day, 12:20:50, time: 1.021, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1682, s0.acc: 94.2178, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2269, s1.loss_cls: 0.0767, s1.acc: 94.5269, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1117, s2.loss_cls: 0.0371, s2.acc: 94.5729, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.1132 +2025-06-26 12:03:46,356 - mmdet - INFO - Epoch [19][4650/7330] lr: 1.000e-04, eta: 1 day, 12:20:06, time: 1.179, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1609, s0.acc: 94.3682, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2285, s1.loss_cls: 0.0733, s1.acc: 94.6728, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1137, s2.loss_cls: 0.0359, s2.acc: 94.7245, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.0996 +2025-06-26 12:04:39,676 - mmdet - INFO - Epoch [19][4700/7330] lr: 1.000e-04, eta: 1 day, 12:19:16, time: 1.066, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1640, s0.acc: 94.2517, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2297, s1.loss_cls: 0.0757, s1.acc: 94.5189, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.5514, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.1163 +2025-06-26 12:05:31,034 - mmdet - INFO - Epoch [19][4750/7330] lr: 1.000e-04, eta: 1 day, 12:18:25, time: 1.027, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1541, s0.acc: 94.5916, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2264, s1.loss_cls: 0.0713, s1.acc: 94.9114, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1121, s2.loss_cls: 0.0346, s2.acc: 94.8946, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0779 +2025-06-26 12:06:19,621 - mmdet - INFO - Epoch [19][4800/7330] lr: 1.000e-04, eta: 1 day, 12:17:31, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1625, s0.acc: 94.3254, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2296, s1.loss_cls: 0.0744, s1.acc: 94.6985, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1139, s2.loss_cls: 0.0359, s2.acc: 94.7413, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1119 +2025-06-26 12:07:07,841 - mmdet - INFO - Epoch [19][4850/7330] lr: 1.000e-04, eta: 1 day, 12:16:36, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1561, s0.acc: 94.5542, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2261, s1.loss_cls: 0.0728, s1.acc: 94.8546, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1124, s2.loss_cls: 0.0352, s2.acc: 94.8127, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0534, loss: 1.0729 +2025-06-26 12:07:56,992 - mmdet - INFO - Epoch [19][4900/7330] lr: 1.000e-04, eta: 1 day, 12:15:43, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1680, s0.acc: 94.0715, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2359, s1.loss_cls: 0.0775, s1.acc: 94.5182, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1174, s2.loss_cls: 0.0379, s2.acc: 94.5876, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0552, loss: 1.1480 +2025-06-26 12:08:46,628 - mmdet - INFO - Epoch [19][4950/7330] lr: 1.000e-04, eta: 1 day, 12:14:50, time: 0.993, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1651, s0.acc: 94.1174, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2272, s1.loss_cls: 0.0763, s1.acc: 94.4366, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1132, s2.loss_cls: 0.0374, s2.acc: 94.4119, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0534, loss: 1.1177 +2025-06-26 12:09:34,519 - mmdet - INFO - Epoch [19][5000/7330] lr: 1.000e-04, eta: 1 day, 12:13:55, time: 0.957, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1631, s0.acc: 94.3608, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2280, s1.loss_cls: 0.0751, s1.acc: 94.6254, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.6829, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0535, loss: 1.0947 +2025-06-26 12:10:31,095 - mmdet - INFO - Epoch [19][5050/7330] lr: 1.000e-04, eta: 1 day, 12:13:09, time: 1.132, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1624, s0.acc: 94.3879, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2325, s1.loss_cls: 0.0736, s1.acc: 94.7612, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1152, s2.loss_cls: 0.0363, s2.acc: 94.6483, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0541, loss: 1.1118 +2025-06-26 12:11:29,202 - mmdet - INFO - Epoch [19][5100/7330] lr: 1.000e-04, eta: 1 day, 12:12:24, time: 1.162, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1594, s0.acc: 94.3777, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2248, s1.loss_cls: 0.0733, s1.acc: 94.7277, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1119, s2.loss_cls: 0.0356, s2.acc: 94.7458, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0894 +2025-06-26 12:12:20,945 - mmdet - INFO - Epoch [19][5150/7330] lr: 1.000e-04, eta: 1 day, 12:11:33, time: 1.035, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1617, s0.acc: 94.4480, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2251, s1.loss_cls: 0.0751, s1.acc: 94.7454, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.6207, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0979 +2025-06-26 12:13:09,965 - mmdet - INFO - Epoch [19][5200/7330] lr: 1.000e-04, eta: 1 day, 12:10:39, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1620, s0.acc: 94.3848, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2336, s1.loss_cls: 0.0745, s1.acc: 94.7278, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1159, s2.loss_cls: 0.0361, s2.acc: 94.6651, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1133 +2025-06-26 12:13:58,674 - mmdet - INFO - Epoch [19][5250/7330] lr: 1.000e-04, eta: 1 day, 12:09:45, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1648, s0.acc: 94.2180, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2277, s1.loss_cls: 0.0756, s1.acc: 94.5289, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1126, s2.loss_cls: 0.0372, s2.acc: 94.5667, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.1069 +2025-06-26 12:14:47,177 - mmdet - INFO - Epoch [19][5300/7330] lr: 1.000e-04, eta: 1 day, 12:08:51, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1629, s0.acc: 94.4302, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2288, s1.loss_cls: 0.0763, s1.acc: 94.6351, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1136, s2.loss_cls: 0.0373, s2.acc: 94.6668, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0538, loss: 1.0886 +2025-06-26 12:15:36,173 - mmdet - INFO - Epoch [19][5350/7330] lr: 1.000e-04, eta: 1 day, 12:07:58, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1595, s0.acc: 94.4270, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2308, s1.loss_cls: 0.0743, s1.acc: 94.7142, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.7487, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.0974 +2025-06-26 12:16:24,903 - mmdet - INFO - Epoch [19][5400/7330] lr: 1.000e-04, eta: 1 day, 12:07:04, time: 0.975, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1590, s0.acc: 94.4182, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2330, s1.loss_cls: 0.0737, s1.acc: 94.6542, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1175, s2.loss_cls: 0.0363, s2.acc: 94.5753, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1120 +2025-06-26 12:17:17,013 - mmdet - INFO - Epoch [19][5450/7330] lr: 1.000e-04, eta: 1 day, 12:06:13, time: 1.042, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1674, s0.acc: 94.1909, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2320, s1.loss_cls: 0.0781, s1.acc: 94.4286, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1156, s2.loss_cls: 0.0376, s2.acc: 94.4104, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1298 +2025-06-26 12:18:20,949 - mmdet - INFO - Epoch [19][5500/7330] lr: 1.000e-04, eta: 1 day, 12:05:33, time: 1.279, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1673, s0.acc: 94.0049, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2364, s1.loss_cls: 0.0783, s1.acc: 94.2090, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1173, s2.loss_cls: 0.0377, s2.acc: 94.2724, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1524 +2025-06-26 12:19:11,943 - mmdet - INFO - Epoch [19][5550/7330] lr: 1.000e-04, eta: 1 day, 12:04:42, time: 1.020, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1658, s0.acc: 94.3503, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2228, s1.loss_cls: 0.0752, s1.acc: 94.6922, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1121, s2.loss_cls: 0.0363, s2.acc: 94.6401, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.1000 +2025-06-26 12:20:00,538 - mmdet - INFO - Epoch [19][5600/7330] lr: 1.000e-04, eta: 1 day, 12:03:48, time: 0.972, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1594, s0.acc: 94.3999, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2280, s1.loss_cls: 0.0733, s1.acc: 94.6958, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1130, s2.loss_cls: 0.0355, s2.acc: 94.7227, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0931 +2025-06-26 12:20:48,779 - mmdet - INFO - Epoch [19][5650/7330] lr: 1.000e-04, eta: 1 day, 12:02:53, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1601, s0.acc: 94.4656, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2281, s1.loss_cls: 0.0746, s1.acc: 94.7086, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1129, s2.loss_cls: 0.0362, s2.acc: 94.7070, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0528, loss: 1.0914 +2025-06-26 12:21:37,973 - mmdet - INFO - Epoch [19][5700/7330] lr: 1.000e-04, eta: 1 day, 12:02:00, time: 0.984, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1637, s0.acc: 94.2429, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2316, s1.loss_cls: 0.0755, s1.acc: 94.5540, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1145, s2.loss_cls: 0.0370, s2.acc: 94.4768, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1186 +2025-06-26 12:22:26,784 - mmdet - INFO - Epoch [19][5750/7330] lr: 1.000e-04, eta: 1 day, 12:01:06, time: 0.976, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1510, s0.acc: 94.6272, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2249, s1.loss_cls: 0.0701, s1.acc: 94.8673, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1128, s2.loss_cls: 0.0340, s2.acc: 94.8721, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0536, loss: 1.0679 +2025-06-26 12:23:14,790 - mmdet - INFO - Epoch [19][5800/7330] lr: 1.000e-04, eta: 1 day, 12:00:12, time: 0.960, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1563, s0.acc: 94.5015, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2254, s1.loss_cls: 0.0725, s1.acc: 94.8547, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1114, s2.loss_cls: 0.0356, s2.acc: 94.8292, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0750 +2025-06-26 12:24:05,655 - mmdet - INFO - Epoch [19][5850/7330] lr: 1.000e-04, eta: 1 day, 11:59:20, time: 1.017, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1596, s0.acc: 94.4358, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2274, s1.loss_cls: 0.0733, s1.acc: 94.8298, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1136, s2.loss_cls: 0.0355, s2.acc: 94.8461, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.0945 +2025-06-26 12:25:08,268 - mmdet - INFO - Epoch [19][5900/7330] lr: 1.000e-04, eta: 1 day, 11:58:39, time: 1.252, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1624, s0.acc: 94.4058, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2314, s1.loss_cls: 0.0757, s1.acc: 94.7221, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1160, s2.loss_cls: 0.0362, s2.acc: 94.7814, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1083 +2025-06-26 12:25:59,719 - mmdet - INFO - Epoch [19][5950/7330] lr: 1.000e-04, eta: 1 day, 11:57:47, time: 1.029, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1645, s0.acc: 94.1619, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2308, s1.loss_cls: 0.0773, s1.acc: 94.3390, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1142, s2.loss_cls: 0.0378, s2.acc: 94.3423, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1136 +2025-06-26 12:26:51,927 - mmdet - INFO - Epoch [19][6000/7330] lr: 1.000e-04, eta: 1 day, 11:56:57, time: 1.045, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1710, s0.acc: 94.1389, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2367, s1.loss_cls: 0.0793, s1.acc: 94.3450, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1176, s2.loss_cls: 0.0379, s2.acc: 94.5554, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1458 +2025-06-26 12:27:40,295 - mmdet - INFO - Epoch [19][6050/7330] lr: 1.000e-04, eta: 1 day, 11:56:03, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1591, s0.acc: 94.4814, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2278, s1.loss_cls: 0.0728, s1.acc: 94.8220, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1134, s2.loss_cls: 0.0351, s2.acc: 94.7741, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0533, loss: 1.0796 +2025-06-26 12:28:29,401 - mmdet - INFO - Epoch [19][6100/7330] lr: 1.000e-04, eta: 1 day, 11:55:09, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1703, s0.acc: 94.0679, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2376, s1.loss_cls: 0.0797, s1.acc: 94.3512, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1176, s2.loss_cls: 0.0383, s2.acc: 94.5104, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0551, loss: 1.1479 +2025-06-26 12:29:18,797 - mmdet - INFO - Epoch [19][6150/7330] lr: 1.000e-04, eta: 1 day, 11:54:16, time: 0.988, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1641, s0.acc: 94.3083, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2321, s1.loss_cls: 0.0760, s1.acc: 94.5685, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1160, s2.loss_cls: 0.0373, s2.acc: 94.4832, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1055 +2025-06-26 12:30:07,507 - mmdet - INFO - Epoch [19][6200/7330] lr: 1.000e-04, eta: 1 day, 11:53:22, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1623, s0.acc: 94.2520, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2274, s1.loss_cls: 0.0758, s1.acc: 94.5485, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1134, s2.loss_cls: 0.0369, s2.acc: 94.4879, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.0992 +2025-06-26 12:30:55,724 - mmdet - INFO - Epoch [19][6250/7330] lr: 1.000e-04, eta: 1 day, 11:52:28, time: 0.964, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1527, s0.acc: 94.6621, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2246, s1.loss_cls: 0.0712, s1.acc: 94.8348, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1123, s2.loss_cls: 0.0347, s2.acc: 94.7804, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0701 +2025-06-26 12:31:54,624 - mmdet - INFO - Epoch [19][6300/7330] lr: 1.000e-04, eta: 1 day, 11:51:43, time: 1.178, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1604, s0.acc: 94.3193, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2312, s1.loss_cls: 0.0748, s1.acc: 94.5984, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1168, s2.loss_cls: 0.0370, s2.acc: 94.5312, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0551, loss: 1.1176 +2025-06-26 12:32:53,879 - mmdet - INFO - Epoch [19][6350/7330] lr: 1.000e-04, eta: 1 day, 11:50:59, time: 1.185, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1697, s0.acc: 94.0486, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2318, s1.loss_cls: 0.0792, s1.acc: 94.3330, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1160, s2.loss_cls: 0.0384, s2.acc: 94.3806, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0549, loss: 1.1474 +2025-06-26 12:33:45,754 - mmdet - INFO - Epoch [19][6400/7330] lr: 1.000e-04, eta: 1 day, 11:50:08, time: 1.037, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1671, s0.acc: 94.1372, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2279, s1.loss_cls: 0.0781, s1.acc: 94.3966, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1137, s2.loss_cls: 0.0387, s2.acc: 94.3120, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1154 +2025-06-26 12:34:34,714 - mmdet - INFO - Epoch [19][6450/7330] lr: 1.000e-04, eta: 1 day, 11:49:15, time: 0.979, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1726, s0.acc: 94.0820, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2338, s1.loss_cls: 0.0785, s1.acc: 94.4152, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1159, s2.loss_cls: 0.0378, s2.acc: 94.5775, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0544, loss: 1.1312 +2025-06-26 12:35:23,847 - mmdet - INFO - Epoch [19][6500/7330] lr: 1.000e-04, eta: 1 day, 11:48:21, time: 0.983, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1637, s0.acc: 94.2371, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2300, s1.loss_cls: 0.0754, s1.acc: 94.5579, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1138, s2.loss_cls: 0.0364, s2.acc: 94.5334, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1133 +2025-06-26 12:36:12,693 - mmdet - INFO - Epoch [19][6550/7330] lr: 1.000e-04, eta: 1 day, 11:47:28, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1581, s0.acc: 94.5105, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2257, s1.loss_cls: 0.0729, s1.acc: 94.8029, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.7454, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0791 +2025-06-26 12:37:01,438 - mmdet - INFO - Epoch [19][6600/7330] lr: 1.000e-04, eta: 1 day, 11:46:34, time: 0.975, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1652, s0.acc: 94.2251, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2329, s1.loss_cls: 0.0761, s1.acc: 94.5766, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1159, s2.loss_cls: 0.0367, s2.acc: 94.6207, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1273 +2025-06-26 12:37:49,997 - mmdet - INFO - Epoch [19][6650/7330] lr: 1.000e-04, eta: 1 day, 11:45:40, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1624, s0.acc: 94.3904, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2219, s1.loss_cls: 0.0754, s1.acc: 94.6753, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1114, s2.loss_cls: 0.0369, s2.acc: 94.6034, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0886 +2025-06-26 12:38:41,386 - mmdet - INFO - Epoch [19][6700/7330] lr: 1.000e-04, eta: 1 day, 11:44:49, time: 1.028, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1584, s0.acc: 94.5085, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2270, s1.loss_cls: 0.0726, s1.acc: 94.8745, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1121, s2.loss_cls: 0.0360, s2.acc: 94.7281, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0529, loss: 1.0798 +2025-06-26 12:39:42,464 - mmdet - INFO - Epoch [19][6750/7330] lr: 1.000e-04, eta: 1 day, 11:44:06, time: 1.222, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1644, s0.acc: 94.2578, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2289, s1.loss_cls: 0.0763, s1.acc: 94.5073, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1142, s2.loss_cls: 0.0376, s2.acc: 94.4437, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1121 +2025-06-26 12:40:36,724 - mmdet - INFO - Epoch [19][6800/7330] lr: 1.000e-04, eta: 1 day, 11:43:17, time: 1.085, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1653, s0.acc: 94.2173, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2338, s1.loss_cls: 0.0782, s1.acc: 94.4176, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1170, s2.loss_cls: 0.0382, s2.acc: 94.3920, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1147 +2025-06-26 12:41:25,474 - mmdet - INFO - Epoch [19][6850/7330] lr: 1.000e-04, eta: 1 day, 11:42:23, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1644, s0.acc: 94.3494, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2271, s1.loss_cls: 0.0770, s1.acc: 94.5733, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1138, s2.loss_cls: 0.0372, s2.acc: 94.5634, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1059 +2025-06-26 12:42:14,843 - mmdet - INFO - Epoch [19][6900/7330] lr: 1.000e-04, eta: 1 day, 11:41:30, time: 0.987, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1683, s0.acc: 94.0449, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2284, s1.loss_cls: 0.0782, s1.acc: 94.3413, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1143, s2.loss_cls: 0.0382, s2.acc: 94.3525, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1313 +2025-06-26 12:43:04,249 - mmdet - INFO - Epoch [19][6950/7330] lr: 1.000e-04, eta: 1 day, 11:40:37, time: 0.989, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1606, s0.acc: 94.3560, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2232, s1.loss_cls: 0.0754, s1.acc: 94.5467, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1101, s2.loss_cls: 0.0371, s2.acc: 94.5428, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0903 +2025-06-26 12:43:54,017 - mmdet - INFO - Epoch [19][7000/7330] lr: 1.000e-04, eta: 1 day, 11:39:44, time: 0.995, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1695, s0.acc: 94.0723, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2331, s1.loss_cls: 0.0774, s1.acc: 94.4656, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1157, s2.loss_cls: 0.0379, s2.acc: 94.3416, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1403 +2025-06-26 12:44:42,777 - mmdet - INFO - Epoch [19][7050/7330] lr: 1.000e-04, eta: 1 day, 11:38:51, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1621, s0.acc: 94.3694, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2251, s1.loss_cls: 0.0752, s1.acc: 94.6853, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1117, s2.loss_cls: 0.0367, s2.acc: 94.6699, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0525, loss: 1.0983 +2025-06-26 12:45:34,628 - mmdet - INFO - Epoch [19][7100/7330] lr: 1.000e-04, eta: 1 day, 11:38:00, time: 1.036, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1701, s0.acc: 94.1213, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2328, s1.loss_cls: 0.0790, s1.acc: 94.3228, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1155, s2.loss_cls: 0.0380, s2.acc: 94.4024, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.1302 +2025-06-26 12:46:35,573 - mmdet - INFO - Epoch [19][7150/7330] lr: 1.000e-04, eta: 1 day, 11:37:17, time: 1.219, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1598, s0.acc: 94.3926, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2263, s1.loss_cls: 0.0744, s1.acc: 94.5847, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0365, s2.acc: 94.5545, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0853 +2025-06-26 12:47:27,129 - mmdet - INFO - Epoch [19][7200/7330] lr: 1.000e-04, eta: 1 day, 11:36:26, time: 1.031, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1564, s0.acc: 94.5449, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2219, s1.loss_cls: 0.0721, s1.acc: 94.8490, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1110, s2.loss_cls: 0.0352, s2.acc: 94.8505, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0722 +2025-06-26 12:48:19,350 - mmdet - INFO - Epoch [19][7250/7330] lr: 1.000e-04, eta: 1 day, 11:35:35, time: 1.045, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1694, s0.acc: 94.0918, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2387, s1.loss_cls: 0.0776, s1.acc: 94.5080, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1185, s2.loss_cls: 0.0380, s2.acc: 94.4075, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0555, loss: 1.1542 +2025-06-26 12:49:08,181 - mmdet - INFO - Epoch [19][7300/7330] lr: 1.000e-04, eta: 1 day, 11:34:41, time: 0.977, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1637, s0.acc: 94.3000, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2299, s1.loss_cls: 0.0758, s1.acc: 94.5643, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1147, s2.loss_cls: 0.0372, s2.acc: 94.5185, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1113 +2025-06-26 12:49:45,642 - mmdet - INFO - Saving checkpoint at 19 epochs +2025-06-26 12:52:58,099 - mmdet - INFO - Evaluating bbox... +2025-06-26 12:53:29,061 - mmdet - INFO - Evaluating segm... +2025-06-26 12:54:02,431 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 12:54:02,431 - mmdet - INFO - Epoch(val) [19][7330] bbox_mAP: 0.4680, bbox_mAP_50: 0.6530, bbox_mAP_75: 0.5090, bbox_mAP_s: 0.3010, bbox_mAP_m: 0.5020, bbox_mAP_l: 0.6190, bbox_mAP_copypaste: 0.468 0.653 0.509 0.301 0.502 0.619, segm_mAP: 0.4050, segm_mAP_50: 0.6280, segm_mAP_75: 0.4370, segm_mAP_s: 0.2390, segm_mAP_m: 0.4400, segm_mAP_l: 0.5560, segm_mAP_copypaste: 0.405 0.628 0.437 0.239 0.440 0.556 +2025-06-26 12:56:11,724 - mmdet - INFO - Epoch [20][50/7330] lr: 1.000e-04, eta: 1 day, 11:34:01, time: 2.585, data_time: 1.547, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1645, s0.acc: 94.1746, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2251, s1.loss_cls: 0.0761, s1.acc: 94.4673, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1115, s2.loss_cls: 0.0373, s2.acc: 94.4452, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0524, loss: 1.1109 +2025-06-26 12:57:05,137 - mmdet - INFO - Epoch [20][100/7330] lr: 1.000e-04, eta: 1 day, 11:33:12, time: 1.068, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1541, s0.acc: 94.5852, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2259, s1.loss_cls: 0.0708, s1.acc: 94.9047, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1135, s2.loss_cls: 0.0340, s2.acc: 94.9950, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.0892 +2025-06-26 12:58:07,212 - mmdet - INFO - Epoch [20][150/7330] lr: 1.000e-04, eta: 1 day, 11:32:30, time: 1.241, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1616, s0.acc: 94.2388, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2316, s1.loss_cls: 0.0740, s1.acc: 94.5855, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1151, s2.loss_cls: 0.0361, s2.acc: 94.5738, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1162 +2025-06-26 12:59:06,583 - mmdet - INFO - Epoch [20][200/7330] lr: 1.000e-04, eta: 1 day, 11:31:45, time: 1.188, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1507, s0.acc: 94.6904, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2249, s1.loss_cls: 0.0693, s1.acc: 94.9791, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1123, s2.loss_cls: 0.0343, s2.acc: 94.9211, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.0621 +2025-06-26 13:00:00,508 - mmdet - INFO - Epoch [20][250/7330] lr: 1.000e-04, eta: 1 day, 11:30:56, time: 1.078, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1681, s0.acc: 94.0840, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2300, s1.loss_cls: 0.0768, s1.acc: 94.5065, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.4330, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0542, loss: 1.1328 +2025-06-26 13:00:51,508 - mmdet - INFO - Epoch [20][300/7330] lr: 1.000e-04, eta: 1 day, 11:30:04, time: 1.020, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1651, s0.acc: 94.3130, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2310, s1.loss_cls: 0.0753, s1.acc: 94.6077, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1150, s2.loss_cls: 0.0366, s2.acc: 94.6207, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1135 +2025-06-26 13:01:42,083 - mmdet - INFO - Epoch [20][350/7330] lr: 1.000e-04, eta: 1 day, 11:29:12, time: 1.011, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1609, s0.acc: 94.4561, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2272, s1.loss_cls: 0.0740, s1.acc: 94.7372, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1129, s2.loss_cls: 0.0361, s2.acc: 94.6203, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0533, loss: 1.0956 +2025-06-26 13:02:32,336 - mmdet - INFO - Epoch [20][400/7330] lr: 1.000e-04, eta: 1 day, 11:28:20, time: 1.005, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1525, s0.acc: 94.6797, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2242, s1.loss_cls: 0.0693, s1.acc: 95.0514, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1120, s2.loss_cls: 0.0336, s2.acc: 95.0457, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0529, loss: 1.0554 +2025-06-26 13:03:23,076 - mmdet - INFO - Epoch [20][450/7330] lr: 1.000e-04, eta: 1 day, 11:27:28, time: 1.015, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1601, s0.acc: 94.4612, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2280, s1.loss_cls: 0.0739, s1.acc: 94.7198, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1138, s2.loss_cls: 0.0360, s2.acc: 94.6676, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1006 +2025-06-26 13:04:13,852 - mmdet - INFO - Epoch [20][500/7330] lr: 1.000e-04, eta: 1 day, 11:26:36, time: 1.016, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1691, s0.acc: 94.0408, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2335, s1.loss_cls: 0.0787, s1.acc: 94.2930, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1161, s2.loss_cls: 0.0379, s2.acc: 94.3121, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0544, loss: 1.1444 +2025-06-26 13:05:04,997 - mmdet - INFO - Epoch [20][550/7330] lr: 1.000e-04, eta: 1 day, 11:25:44, time: 1.023, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1607, s0.acc: 94.3438, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2273, s1.loss_cls: 0.0746, s1.acc: 94.6150, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1135, s2.loss_cls: 0.0362, s2.acc: 94.6663, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1045 +2025-06-26 13:06:09,857 - mmdet - INFO - Epoch [20][600/7330] lr: 1.000e-04, eta: 1 day, 11:25:05, time: 1.297, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1582, s0.acc: 94.3857, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2252, s1.loss_cls: 0.0729, s1.acc: 94.7409, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1113, s2.loss_cls: 0.0358, s2.acc: 94.6662, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0892 +2025-06-26 13:07:02,271 - mmdet - INFO - Epoch [20][650/7330] lr: 1.000e-04, eta: 1 day, 11:24:14, time: 1.049, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1635, s0.acc: 94.2373, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2300, s1.loss_cls: 0.0747, s1.acc: 94.5789, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1135, s2.loss_cls: 0.0366, s2.acc: 94.5042, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1196 +2025-06-26 13:07:54,186 - mmdet - INFO - Epoch [20][700/7330] lr: 1.000e-04, eta: 1 day, 11:23:23, time: 1.038, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1569, s0.acc: 94.5498, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2276, s1.loss_cls: 0.0726, s1.acc: 94.7846, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1128, s2.loss_cls: 0.0349, s2.acc: 94.7760, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0525, loss: 1.0835 +2025-06-26 13:08:44,043 - mmdet - INFO - Epoch [20][750/7330] lr: 1.000e-04, eta: 1 day, 11:22:31, time: 0.997, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1591, s0.acc: 94.3777, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2294, s1.loss_cls: 0.0734, s1.acc: 94.5653, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1150, s2.loss_cls: 0.0358, s2.acc: 94.5510, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1030 +2025-06-26 13:09:33,222 - mmdet - INFO - Epoch [20][800/7330] lr: 1.000e-04, eta: 1 day, 11:21:37, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1565, s0.acc: 94.5469, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2259, s1.loss_cls: 0.0732, s1.acc: 94.6554, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1123, s2.loss_cls: 0.0355, s2.acc: 94.7036, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0733 +2025-06-26 13:10:22,901 - mmdet - INFO - Epoch [20][850/7330] lr: 1.000e-04, eta: 1 day, 11:20:44, time: 0.994, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1592, s0.acc: 94.4224, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2321, s1.loss_cls: 0.0735, s1.acc: 94.7312, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1152, s2.loss_cls: 0.0354, s2.acc: 94.7380, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1093 +2025-06-26 13:11:12,612 - mmdet - INFO - Epoch [20][900/7330] lr: 1.000e-04, eta: 1 day, 11:19:51, time: 0.994, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1630, s0.acc: 94.1765, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2288, s1.loss_cls: 0.0761, s1.acc: 94.5148, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1139, s2.loss_cls: 0.0367, s2.acc: 94.6099, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.1186 +2025-06-26 13:12:01,737 - mmdet - INFO - Epoch [20][950/7330] lr: 1.000e-04, eta: 1 day, 11:18:58, time: 0.983, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1512, s0.acc: 94.6426, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2293, s1.loss_cls: 0.0698, s1.acc: 94.9506, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1133, s2.loss_cls: 0.0342, s2.acc: 94.8458, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0752 +2025-06-26 13:13:06,457 - mmdet - INFO - Epoch [20][1000/7330] lr: 1.000e-04, eta: 1 day, 11:18:18, time: 1.294, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1619, s0.acc: 94.2241, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2303, s1.loss_cls: 0.0736, s1.acc: 94.6760, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1143, s2.loss_cls: 0.0362, s2.acc: 94.6150, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1185 +2025-06-26 13:13:58,477 - mmdet - INFO - Epoch [20][1050/7330] lr: 1.000e-04, eta: 1 day, 11:17:25, time: 0.990, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1540, s0.acc: 94.5134, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2312, s1.loss_cls: 0.0723, s1.acc: 94.7032, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1151, s2.loss_cls: 0.0352, s2.acc: 94.7501, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.0896 +2025-06-26 13:14:50,078 - mmdet - INFO - Epoch [20][1100/7330] lr: 1.000e-04, eta: 1 day, 11:16:36, time: 1.083, data_time: 0.083, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1559, s0.acc: 94.5596, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2278, s1.loss_cls: 0.0707, s1.acc: 94.9667, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1136, s2.loss_cls: 0.0344, s2.acc: 94.8824, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.0865 +2025-06-26 13:15:39,501 - mmdet - INFO - Epoch [20][1150/7330] lr: 1.000e-04, eta: 1 day, 11:15:43, time: 0.989, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1594, s0.acc: 94.3464, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2274, s1.loss_cls: 0.0735, s1.acc: 94.6933, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1135, s2.loss_cls: 0.0358, s2.acc: 94.6566, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1042 +2025-06-26 13:16:28,088 - mmdet - INFO - Epoch [20][1200/7330] lr: 1.000e-04, eta: 1 day, 11:14:49, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1542, s0.acc: 94.5312, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2276, s1.loss_cls: 0.0702, s1.acc: 94.8669, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1135, s2.loss_cls: 0.0341, s2.acc: 94.9342, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0536, loss: 1.0722 +2025-06-26 13:17:16,492 - mmdet - INFO - Epoch [20][1250/7330] lr: 1.000e-04, eta: 1 day, 11:13:55, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1555, s0.acc: 94.6008, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2329, s1.loss_cls: 0.0707, s1.acc: 94.9709, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1158, s2.loss_cls: 0.0340, s2.acc: 95.0143, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0543, loss: 1.0786 +2025-06-26 13:18:05,831 - mmdet - INFO - Epoch [20][1300/7330] lr: 1.000e-04, eta: 1 day, 11:13:02, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1579, s0.acc: 94.5151, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2261, s1.loss_cls: 0.0727, s1.acc: 94.8328, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1127, s2.loss_cls: 0.0352, s2.acc: 94.8694, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0889 +2025-06-26 13:18:54,911 - mmdet - INFO - Epoch [20][1350/7330] lr: 1.000e-04, eta: 1 day, 11:12:08, time: 0.982, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1618, s0.acc: 94.3167, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2294, s1.loss_cls: 0.0740, s1.acc: 94.6277, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1142, s2.loss_cls: 0.0361, s2.acc: 94.5659, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1113 +2025-06-26 13:19:48,371 - mmdet - INFO - Epoch [20][1400/7330] lr: 1.000e-04, eta: 1 day, 11:11:19, time: 1.069, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1523, s0.acc: 94.6118, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2243, s1.loss_cls: 0.0697, s1.acc: 94.9636, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1123, s2.loss_cls: 0.0339, s2.acc: 94.9440, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.0727 +2025-06-26 13:20:44,894 - mmdet - INFO - Epoch [20][1450/7330] lr: 1.000e-04, eta: 1 day, 11:10:32, time: 1.130, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1562, s0.acc: 94.5105, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2300, s1.loss_cls: 0.0718, s1.acc: 94.7911, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1136, s2.loss_cls: 0.0351, s2.acc: 94.8033, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0535, loss: 1.0828 +2025-06-26 13:21:38,816 - mmdet - INFO - Epoch [20][1500/7330] lr: 1.000e-04, eta: 1 day, 11:09:43, time: 1.079, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1506, s0.acc: 94.6929, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2283, s1.loss_cls: 0.0694, s1.acc: 94.9379, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1138, s2.loss_cls: 0.0343, s2.acc: 94.8438, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0544, loss: 1.0696 +2025-06-26 13:22:27,413 - mmdet - INFO - Epoch [20][1550/7330] lr: 1.000e-04, eta: 1 day, 11:08:49, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1588, s0.acc: 94.3831, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2309, s1.loss_cls: 0.0739, s1.acc: 94.6338, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1145, s2.loss_cls: 0.0355, s2.acc: 94.6762, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0543, loss: 1.0973 +2025-06-26 13:23:16,725 - mmdet - INFO - Epoch [20][1600/7330] lr: 1.000e-04, eta: 1 day, 11:07:55, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1575, s0.acc: 94.4194, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2233, s1.loss_cls: 0.0727, s1.acc: 94.7285, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1126, s2.loss_cls: 0.0353, s2.acc: 94.6841, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.0927 +2025-06-26 13:24:05,996 - mmdet - INFO - Epoch [20][1650/7330] lr: 1.000e-04, eta: 1 day, 11:07:02, time: 0.985, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1604, s0.acc: 94.3152, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2304, s1.loss_cls: 0.0741, s1.acc: 94.5746, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1142, s2.loss_cls: 0.0359, s2.acc: 94.6383, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1103 +2025-06-26 13:24:55,037 - mmdet - INFO - Epoch [20][1700/7330] lr: 1.000e-04, eta: 1 day, 11:06:09, time: 0.981, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1543, s0.acc: 94.5125, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2227, s1.loss_cls: 0.0722, s1.acc: 94.7645, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1121, s2.loss_cls: 0.0353, s2.acc: 94.6932, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0533, loss: 1.0723 +2025-06-26 13:25:43,717 - mmdet - INFO - Epoch [20][1750/7330] lr: 1.000e-04, eta: 1 day, 11:05:15, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1602, s0.acc: 94.3867, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2293, s1.loss_cls: 0.0726, s1.acc: 94.7434, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1152, s2.loss_cls: 0.0356, s2.acc: 94.7503, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0540, loss: 1.0906 +2025-06-26 13:26:34,967 - mmdet - INFO - Epoch [20][1800/7330] lr: 1.000e-04, eta: 1 day, 11:04:23, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1536, s0.acc: 94.5662, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2267, s1.loss_cls: 0.0704, s1.acc: 94.8949, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1129, s2.loss_cls: 0.0343, s2.acc: 94.9129, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0748 +2025-06-26 13:27:36,581 - mmdet - INFO - Epoch [20][1850/7330] lr: 1.000e-04, eta: 1 day, 11:03:41, time: 1.232, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1655, s0.acc: 94.2869, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2242, s1.loss_cls: 0.0768, s1.acc: 94.5652, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1126, s2.loss_cls: 0.0371, s2.acc: 94.5308, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.1133 +2025-06-26 13:28:27,617 - mmdet - INFO - Epoch [20][1900/7330] lr: 1.000e-04, eta: 1 day, 11:02:49, time: 1.021, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1508, s0.acc: 94.7427, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2328, s1.loss_cls: 0.0705, s1.acc: 94.9655, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1162, s2.loss_cls: 0.0347, s2.acc: 94.8846, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0551, loss: 1.0772 +2025-06-26 13:29:20,920 - mmdet - INFO - Epoch [20][1950/7330] lr: 1.000e-04, eta: 1 day, 11:01:59, time: 1.065, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1614, s0.acc: 94.4124, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2291, s1.loss_cls: 0.0737, s1.acc: 94.7319, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1141, s2.loss_cls: 0.0353, s2.acc: 94.7843, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.1016 +2025-06-26 13:30:09,476 - mmdet - INFO - Epoch [20][2000/7330] lr: 1.000e-04, eta: 1 day, 11:01:05, time: 0.972, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1555, s0.acc: 94.7124, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2237, s1.loss_cls: 0.0712, s1.acc: 94.9728, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1132, s2.loss_cls: 0.0346, s2.acc: 95.0350, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0535, loss: 1.0676 +2025-06-26 13:30:58,449 - mmdet - INFO - Epoch [20][2050/7330] lr: 1.000e-04, eta: 1 day, 11:00:12, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1624, s0.acc: 94.3220, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2341, s1.loss_cls: 0.0744, s1.acc: 94.6551, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1156, s2.loss_cls: 0.0354, s2.acc: 94.7730, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0535, loss: 1.1099 +2025-06-26 13:31:46,532 - mmdet - INFO - Epoch [20][2100/7330] lr: 1.000e-04, eta: 1 day, 10:59:18, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1516, s0.acc: 94.6738, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2231, s1.loss_cls: 0.0696, s1.acc: 95.0741, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1117, s2.loss_cls: 0.0339, s2.acc: 95.1044, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0531, loss: 1.0613 +2025-06-26 13:32:35,302 - mmdet - INFO - Epoch [20][2150/7330] lr: 1.000e-04, eta: 1 day, 10:58:24, time: 0.975, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1534, s0.acc: 94.5718, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2274, s1.loss_cls: 0.0699, s1.acc: 94.9358, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1135, s2.loss_cls: 0.0338, s2.acc: 94.9467, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.0823 +2025-06-26 13:33:23,987 - mmdet - INFO - Epoch [20][2200/7330] lr: 1.000e-04, eta: 1 day, 10:57:30, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1586, s0.acc: 94.4958, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2329, s1.loss_cls: 0.0731, s1.acc: 94.7077, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1152, s2.loss_cls: 0.0354, s2.acc: 94.8348, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0545, loss: 1.0988 +2025-06-26 13:34:31,534 - mmdet - INFO - Epoch [20][2250/7330] lr: 1.000e-04, eta: 1 day, 10:56:53, time: 1.351, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1678, s0.acc: 94.0527, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2320, s1.loss_cls: 0.0773, s1.acc: 94.4388, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1142, s2.loss_cls: 0.0372, s2.acc: 94.5963, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1365 +2025-06-26 13:35:23,000 - mmdet - INFO - Epoch [20][2300/7330] lr: 1.000e-04, eta: 1 day, 10:56:01, time: 1.029, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1560, s0.acc: 94.6550, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2247, s1.loss_cls: 0.0712, s1.acc: 94.9754, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1128, s2.loss_cls: 0.0348, s2.acc: 94.9336, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0695 +2025-06-26 13:36:14,134 - mmdet - INFO - Epoch [20][2350/7330] lr: 1.000e-04, eta: 1 day, 10:55:10, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1602, s0.acc: 94.3491, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2300, s1.loss_cls: 0.0749, s1.acc: 94.6031, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1140, s2.loss_cls: 0.0361, s2.acc: 94.6474, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0537, loss: 1.0949 +2025-06-26 13:37:02,939 - mmdet - INFO - Epoch [20][2400/7330] lr: 1.000e-04, eta: 1 day, 10:54:16, time: 0.976, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1624, s0.acc: 94.2559, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2310, s1.loss_cls: 0.0749, s1.acc: 94.5620, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1139, s2.loss_cls: 0.0362, s2.acc: 94.5670, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1170 +2025-06-26 13:37:51,259 - mmdet - INFO - Epoch [20][2450/7330] lr: 1.000e-04, eta: 1 day, 10:53:22, time: 0.967, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1497, s0.acc: 94.6621, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2230, s1.loss_cls: 0.0698, s1.acc: 94.9049, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1114, s2.loss_cls: 0.0341, s2.acc: 94.9363, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0525, loss: 1.0578 +2025-06-26 13:38:40,216 - mmdet - INFO - Epoch [20][2500/7330] lr: 1.000e-04, eta: 1 day, 10:52:28, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1591, s0.acc: 94.4595, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2256, s1.loss_cls: 0.0726, s1.acc: 94.7946, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1122, s2.loss_cls: 0.0353, s2.acc: 94.8379, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0867 +2025-06-26 13:39:28,743 - mmdet - INFO - Epoch [20][2550/7330] lr: 1.000e-04, eta: 1 day, 10:51:35, time: 0.970, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1659, s0.acc: 94.2427, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2319, s1.loss_cls: 0.0772, s1.acc: 94.5068, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1152, s2.loss_cls: 0.0372, s2.acc: 94.5535, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1217 +2025-06-26 13:40:17,100 - mmdet - INFO - Epoch [20][2600/7330] lr: 1.000e-04, eta: 1 day, 10:50:41, time: 0.967, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1556, s0.acc: 94.5283, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2273, s1.loss_cls: 0.0721, s1.acc: 94.8665, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1142, s2.loss_cls: 0.0350, s2.acc: 94.8941, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.0880 +2025-06-26 13:41:16,067 - mmdet - INFO - Epoch [20][2650/7330] lr: 1.000e-04, eta: 1 day, 10:49:56, time: 1.179, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1748, s0.acc: 93.8875, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2317, s1.loss_cls: 0.0805, s1.acc: 94.2547, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1142, s2.loss_cls: 0.0388, s2.acc: 94.3327, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0539, loss: 1.1671 +2025-06-26 13:42:12,918 - mmdet - INFO - Epoch [20][2700/7330] lr: 1.000e-04, eta: 1 day, 10:49:09, time: 1.137, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1612, s0.acc: 94.3999, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2269, s1.loss_cls: 0.0739, s1.acc: 94.7430, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1137, s2.loss_cls: 0.0361, s2.acc: 94.7267, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0938 +2025-06-26 13:43:06,897 - mmdet - INFO - Epoch [20][2750/7330] lr: 1.000e-04, eta: 1 day, 10:48:20, time: 1.080, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1551, s0.acc: 94.5901, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2309, s1.loss_cls: 0.0714, s1.acc: 94.9099, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1136, s2.loss_cls: 0.0351, s2.acc: 94.8363, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0530, loss: 1.0773 +2025-06-26 13:43:55,796 - mmdet - INFO - Epoch [20][2800/7330] lr: 1.000e-04, eta: 1 day, 10:47:26, time: 0.978, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1602, s0.acc: 94.2922, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2224, s1.loss_cls: 0.0736, s1.acc: 94.6225, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1124, s2.loss_cls: 0.0363, s2.acc: 94.5313, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0882 +2025-06-26 13:44:43,977 - mmdet - INFO - Epoch [20][2850/7330] lr: 1.000e-04, eta: 1 day, 10:46:32, time: 0.964, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1559, s0.acc: 94.5198, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2302, s1.loss_cls: 0.0723, s1.acc: 94.8454, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1139, s2.loss_cls: 0.0350, s2.acc: 94.8551, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0536, loss: 1.0832 +2025-06-26 13:45:32,082 - mmdet - INFO - Epoch [20][2900/7330] lr: 1.000e-04, eta: 1 day, 10:45:38, time: 0.962, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1549, s0.acc: 94.5168, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2241, s1.loss_cls: 0.0717, s1.acc: 94.7452, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1116, s2.loss_cls: 0.0346, s2.acc: 94.8378, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0523, loss: 1.0711 +2025-06-26 13:46:20,437 - mmdet - INFO - Epoch [20][2950/7330] lr: 1.000e-04, eta: 1 day, 10:44:44, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1614, s0.acc: 94.4199, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2260, s1.loss_cls: 0.0727, s1.acc: 94.8808, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1127, s2.loss_cls: 0.0349, s2.acc: 94.9459, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0895 +2025-06-26 13:47:08,911 - mmdet - INFO - Epoch [20][3000/7330] lr: 1.000e-04, eta: 1 day, 10:43:50, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1604, s0.acc: 94.4666, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2246, s1.loss_cls: 0.0731, s1.acc: 94.7812, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1120, s2.loss_cls: 0.0358, s2.acc: 94.8050, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0530, loss: 1.0800 +2025-06-26 13:48:00,528 - mmdet - INFO - Epoch [20][3050/7330] lr: 1.000e-04, eta: 1 day, 10:42:59, time: 1.032, data_time: 0.037, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1576, s0.acc: 94.4185, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2273, s1.loss_cls: 0.0730, s1.acc: 94.7425, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1140, s2.loss_cls: 0.0357, s2.acc: 94.6936, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.0950 +2025-06-26 13:49:01,137 - mmdet - INFO - Epoch [20][3100/7330] lr: 1.000e-04, eta: 1 day, 10:42:15, time: 1.212, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1628, s0.acc: 94.2383, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2313, s1.loss_cls: 0.0746, s1.acc: 94.5407, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1140, s2.loss_cls: 0.0360, s2.acc: 94.6879, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0538, loss: 1.1120 +2025-06-26 13:49:51,967 - mmdet - INFO - Epoch [20][3150/7330] lr: 1.000e-04, eta: 1 day, 10:41:23, time: 1.017, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1565, s0.acc: 94.5134, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2267, s1.loss_cls: 0.0731, s1.acc: 94.7557, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1126, s2.loss_cls: 0.0352, s2.acc: 94.8406, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0829 +2025-06-26 13:50:42,651 - mmdet - INFO - Epoch [20][3200/7330] lr: 1.000e-04, eta: 1 day, 10:40:31, time: 1.014, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1637, s0.acc: 94.2832, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2298, s1.loss_cls: 0.0757, s1.acc: 94.5348, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1144, s2.loss_cls: 0.0364, s2.acc: 94.5254, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0536, loss: 1.0993 +2025-06-26 13:51:31,861 - mmdet - INFO - Epoch [20][3250/7330] lr: 1.000e-04, eta: 1 day, 10:39:38, time: 0.984, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1585, s0.acc: 94.5542, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2249, s1.loss_cls: 0.0730, s1.acc: 94.8517, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1126, s2.loss_cls: 0.0357, s2.acc: 94.7391, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.0839 +2025-06-26 13:52:21,039 - mmdet - INFO - Epoch [20][3300/7330] lr: 1.000e-04, eta: 1 day, 10:38:44, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1674, s0.acc: 94.0640, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2333, s1.loss_cls: 0.0782, s1.acc: 94.3065, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1156, s2.loss_cls: 0.0383, s2.acc: 94.3351, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0545, loss: 1.1416 +2025-06-26 13:53:09,488 - mmdet - INFO - Epoch [20][3350/7330] lr: 1.000e-04, eta: 1 day, 10:37:51, time: 0.968, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1586, s0.acc: 94.4568, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2332, s1.loss_cls: 0.0739, s1.acc: 94.6561, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1146, s2.loss_cls: 0.0362, s2.acc: 94.6927, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1011 +2025-06-26 13:53:58,389 - mmdet - INFO - Epoch [20][3400/7330] lr: 1.000e-04, eta: 1 day, 10:36:57, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1567, s0.acc: 94.4761, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2285, s1.loss_cls: 0.0715, s1.acc: 94.7958, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1137, s2.loss_cls: 0.0348, s2.acc: 94.6790, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.0934 +2025-06-26 13:54:47,016 - mmdet - INFO - Epoch [20][3450/7330] lr: 1.000e-04, eta: 1 day, 10:36:03, time: 0.972, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1620, s0.acc: 94.3816, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2326, s1.loss_cls: 0.0743, s1.acc: 94.7467, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1145, s2.loss_cls: 0.0360, s2.acc: 94.7540, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.1017 +2025-06-26 13:55:51,765 - mmdet - INFO - Epoch [20][3500/7330] lr: 1.000e-04, eta: 1 day, 10:35:23, time: 1.295, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1659, s0.acc: 94.1965, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2310, s1.loss_cls: 0.0766, s1.acc: 94.5514, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1143, s2.loss_cls: 0.0374, s2.acc: 94.4741, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0540, loss: 1.1233 +2025-06-26 13:56:42,887 - mmdet - INFO - Epoch [20][3550/7330] lr: 1.000e-04, eta: 1 day, 10:34:32, time: 1.023, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1594, s0.acc: 94.4023, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2289, s1.loss_cls: 0.0734, s1.acc: 94.7474, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1155, s2.loss_cls: 0.0356, s2.acc: 94.6378, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0545, loss: 1.0963 +2025-06-26 13:57:36,179 - mmdet - INFO - Epoch [20][3600/7330] lr: 1.000e-04, eta: 1 day, 10:33:42, time: 1.066, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1729, s0.acc: 94.0730, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2300, s1.loss_cls: 0.0785, s1.acc: 94.4216, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1152, s2.loss_cls: 0.0378, s2.acc: 94.5057, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1361 +2025-06-26 13:58:25,353 - mmdet - INFO - Epoch [20][3650/7330] lr: 1.000e-04, eta: 1 day, 10:32:48, time: 0.984, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1616, s0.acc: 94.3611, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2282, s1.loss_cls: 0.0730, s1.acc: 94.6813, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1145, s2.loss_cls: 0.0359, s2.acc: 94.6701, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0543, loss: 1.1012 +2025-06-26 13:59:14,212 - mmdet - INFO - Epoch [20][3700/7330] lr: 1.000e-04, eta: 1 day, 10:31:55, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1655, s0.acc: 94.2390, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2321, s1.loss_cls: 0.0761, s1.acc: 94.5250, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1145, s2.loss_cls: 0.0366, s2.acc: 94.5605, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1233 +2025-06-26 14:00:02,252 - mmdet - INFO - Epoch [20][3750/7330] lr: 1.000e-04, eta: 1 day, 10:31:01, time: 0.961, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1595, s0.acc: 94.3225, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2332, s1.loss_cls: 0.0739, s1.acc: 94.5718, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1162, s2.loss_cls: 0.0363, s2.acc: 94.6051, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1066 +2025-06-26 14:00:51,014 - mmdet - INFO - Epoch [20][3800/7330] lr: 1.000e-04, eta: 1 day, 10:30:07, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1612, s0.acc: 94.3669, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2301, s1.loss_cls: 0.0731, s1.acc: 94.8489, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1139, s2.loss_cls: 0.0357, s2.acc: 94.7578, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0534, loss: 1.1021 +2025-06-26 14:01:39,250 - mmdet - INFO - Epoch [20][3850/7330] lr: 1.000e-04, eta: 1 day, 10:29:13, time: 0.965, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1637, s0.acc: 94.3105, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2345, s1.loss_cls: 0.0747, s1.acc: 94.6393, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1158, s2.loss_cls: 0.0357, s2.acc: 94.7097, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0546, loss: 1.1154 +2025-06-26 14:02:40,150 - mmdet - INFO - Epoch [20][3900/7330] lr: 1.000e-04, eta: 1 day, 10:28:27, time: 1.167, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1666, s0.acc: 94.1589, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2283, s1.loss_cls: 0.0770, s1.acc: 94.4809, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1132, s2.loss_cls: 0.0377, s2.acc: 94.4355, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.1228 +2025-06-26 14:03:31,112 - mmdet - INFO - Epoch [20][3950/7330] lr: 1.000e-04, eta: 1 day, 10:27:38, time: 1.070, data_time: 0.082, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1618, s0.acc: 94.3386, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2276, s1.loss_cls: 0.0758, s1.acc: 94.5417, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1134, s2.loss_cls: 0.0372, s2.acc: 94.3936, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1063 +2025-06-26 14:04:25,355 - mmdet - INFO - Epoch [20][4000/7330] lr: 1.000e-04, eta: 1 day, 10:26:49, time: 1.085, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1613, s0.acc: 94.3169, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2329, s1.loss_cls: 0.0743, s1.acc: 94.5459, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1159, s2.loss_cls: 0.0371, s2.acc: 94.4154, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0547, loss: 1.1275 +2025-06-26 14:05:13,830 - mmdet - INFO - Epoch [20][4050/7330] lr: 1.000e-04, eta: 1 day, 10:25:55, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1600, s0.acc: 94.4307, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2212, s1.loss_cls: 0.0739, s1.acc: 94.6836, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1106, s2.loss_cls: 0.0366, s2.acc: 94.6439, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0524, loss: 1.0733 +2025-06-26 14:06:02,108 - mmdet - INFO - Epoch [20][4100/7330] lr: 1.000e-04, eta: 1 day, 10:25:01, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1607, s0.acc: 94.3228, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2264, s1.loss_cls: 0.0744, s1.acc: 94.6065, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1118, s2.loss_cls: 0.0359, s2.acc: 94.6318, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.1015 +2025-06-26 14:06:50,992 - mmdet - INFO - Epoch [20][4150/7330] lr: 1.000e-04, eta: 1 day, 10:24:07, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1610, s0.acc: 94.4351, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2267, s1.loss_cls: 0.0740, s1.acc: 94.6985, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1125, s2.loss_cls: 0.0356, s2.acc: 94.6800, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0530, loss: 1.0943 +2025-06-26 14:07:39,532 - mmdet - INFO - Epoch [20][4200/7330] lr: 1.000e-04, eta: 1 day, 10:23:13, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1675, s0.acc: 94.1479, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2367, s1.loss_cls: 0.0773, s1.acc: 94.4628, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1174, s2.loss_cls: 0.0375, s2.acc: 94.5596, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0550, loss: 1.1443 +2025-06-26 14:08:28,527 - mmdet - INFO - Epoch [20][4250/7330] lr: 1.000e-04, eta: 1 day, 10:22:20, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1696, s0.acc: 93.9490, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2359, s1.loss_cls: 0.0794, s1.acc: 94.2467, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1158, s2.loss_cls: 0.0385, s2.acc: 94.1637, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1497 +2025-06-26 14:09:21,871 - mmdet - INFO - Epoch [20][4300/7330] lr: 1.000e-04, eta: 1 day, 10:21:30, time: 1.067, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1640, s0.acc: 94.1975, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2298, s1.loss_cls: 0.0761, s1.acc: 94.5404, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1133, s2.loss_cls: 0.0366, s2.acc: 94.6223, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.1165 +2025-06-26 14:10:20,705 - mmdet - INFO - Epoch [20][4350/7330] lr: 1.000e-04, eta: 1 day, 10:20:45, time: 1.177, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1667, s0.acc: 94.2126, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2297, s1.loss_cls: 0.0770, s1.acc: 94.5576, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1141, s2.loss_cls: 0.0378, s2.acc: 94.5169, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1167 +2025-06-26 14:11:13,585 - mmdet - INFO - Epoch [20][4400/7330] lr: 1.000e-04, eta: 1 day, 10:19:55, time: 1.058, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1631, s0.acc: 94.2295, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2258, s1.loss_cls: 0.0758, s1.acc: 94.4961, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1114, s2.loss_cls: 0.0370, s2.acc: 94.5063, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.1005 +2025-06-26 14:12:02,007 - mmdet - INFO - Epoch [20][4450/7330] lr: 1.000e-04, eta: 1 day, 10:19:01, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1564, s0.acc: 94.4890, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2280, s1.loss_cls: 0.0722, s1.acc: 94.7221, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1136, s2.loss_cls: 0.0350, s2.acc: 94.8193, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.0830 +2025-06-26 14:12:50,756 - mmdet - INFO - Epoch [20][4500/7330] lr: 1.000e-04, eta: 1 day, 10:18:07, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1601, s0.acc: 94.4136, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2292, s1.loss_cls: 0.0732, s1.acc: 94.6793, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1143, s2.loss_cls: 0.0355, s2.acc: 94.7038, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0536, loss: 1.0941 +2025-06-26 14:13:39,237 - mmdet - INFO - Epoch [20][4550/7330] lr: 1.000e-04, eta: 1 day, 10:17:13, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1636, s0.acc: 94.3577, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2293, s1.loss_cls: 0.0747, s1.acc: 94.7850, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1143, s2.loss_cls: 0.0355, s2.acc: 94.7519, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1076 +2025-06-26 14:14:27,977 - mmdet - INFO - Epoch [20][4600/7330] lr: 1.000e-04, eta: 1 day, 10:16:20, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1643, s0.acc: 94.2346, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2272, s1.loss_cls: 0.0751, s1.acc: 94.5907, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1131, s2.loss_cls: 0.0367, s2.acc: 94.5329, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0529, loss: 1.1134 +2025-06-26 14:15:16,887 - mmdet - INFO - Epoch [20][4650/7330] lr: 1.000e-04, eta: 1 day, 10:15:26, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1611, s0.acc: 94.3850, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2288, s1.loss_cls: 0.0737, s1.acc: 94.6859, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1138, s2.loss_cls: 0.0363, s2.acc: 94.5546, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1054 +2025-06-26 14:16:05,266 - mmdet - INFO - Epoch [20][4700/7330] lr: 1.000e-04, eta: 1 day, 10:14:32, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1636, s0.acc: 94.2603, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2262, s1.loss_cls: 0.0741, s1.acc: 94.7174, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1122, s2.loss_cls: 0.0359, s2.acc: 94.6810, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.1018 +2025-06-26 14:17:08,347 - mmdet - INFO - Epoch [20][4750/7330] lr: 1.000e-04, eta: 1 day, 10:13:51, time: 1.261, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1660, s0.acc: 94.2043, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2305, s1.loss_cls: 0.0783, s1.acc: 94.4077, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1146, s2.loss_cls: 0.0382, s2.acc: 94.3763, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0542, loss: 1.1282 +2025-06-26 14:17:59,457 - mmdet - INFO - Epoch [20][4800/7330] lr: 1.000e-04, eta: 1 day, 10:12:59, time: 1.022, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1617, s0.acc: 94.3245, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2307, s1.loss_cls: 0.0742, s1.acc: 94.6883, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1135, s2.loss_cls: 0.0364, s2.acc: 94.7229, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0533, loss: 1.1140 +2025-06-26 14:18:49,959 - mmdet - INFO - Epoch [20][4850/7330] lr: 1.000e-04, eta: 1 day, 10:12:07, time: 1.011, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1568, s0.acc: 94.5098, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2274, s1.loss_cls: 0.0722, s1.acc: 94.8598, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1140, s2.loss_cls: 0.0351, s2.acc: 94.8347, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.0817 +2025-06-26 14:19:38,610 - mmdet - INFO - Epoch [20][4900/7330] lr: 1.000e-04, eta: 1 day, 10:11:13, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1612, s0.acc: 94.3486, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2289, s1.loss_cls: 0.0741, s1.acc: 94.7349, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1127, s2.loss_cls: 0.0361, s2.acc: 94.6700, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.0993 +2025-06-26 14:20:27,212 - mmdet - INFO - Epoch [20][4950/7330] lr: 1.000e-04, eta: 1 day, 10:10:19, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1574, s0.acc: 94.4858, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2233, s1.loss_cls: 0.0726, s1.acc: 94.7464, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1121, s2.loss_cls: 0.0358, s2.acc: 94.7378, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0529, loss: 1.0740 +2025-06-26 14:21:15,581 - mmdet - INFO - Epoch [20][5000/7330] lr: 1.000e-04, eta: 1 day, 10:09:26, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1646, s0.acc: 94.3030, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2297, s1.loss_cls: 0.0761, s1.acc: 94.5634, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1152, s2.loss_cls: 0.0366, s2.acc: 94.6069, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0544, loss: 1.1086 +2025-06-26 14:22:04,314 - mmdet - INFO - Epoch [20][5050/7330] lr: 1.000e-04, eta: 1 day, 10:08:32, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1528, s0.acc: 94.7183, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2294, s1.loss_cls: 0.0696, s1.acc: 95.1134, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1150, s2.loss_cls: 0.0337, s2.acc: 95.1541, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0545, loss: 1.0613 +2025-06-26 14:22:52,393 - mmdet - INFO - Epoch [20][5100/7330] lr: 1.000e-04, eta: 1 day, 10:07:38, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1558, s0.acc: 94.6118, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2252, s1.loss_cls: 0.0721, s1.acc: 94.8443, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1118, s2.loss_cls: 0.0352, s2.acc: 94.7832, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0527, loss: 1.0679 +2025-06-26 14:23:54,144 - mmdet - INFO - Epoch [20][5150/7330] lr: 1.000e-04, eta: 1 day, 10:06:55, time: 1.235, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1581, s0.acc: 94.4802, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2255, s1.loss_cls: 0.0725, s1.acc: 94.8290, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1135, s2.loss_cls: 0.0357, s2.acc: 94.7625, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0783 +2025-06-26 14:24:45,668 - mmdet - INFO - Epoch [20][5200/7330] lr: 1.000e-04, eta: 1 day, 10:06:04, time: 1.030, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1687, s0.acc: 94.1104, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2337, s1.loss_cls: 0.0781, s1.acc: 94.4922, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1166, s2.loss_cls: 0.0379, s2.acc: 94.5119, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1425 +2025-06-26 14:25:38,760 - mmdet - INFO - Epoch [20][5250/7330] lr: 1.000e-04, eta: 1 day, 10:05:14, time: 1.062, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1596, s0.acc: 94.4385, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2280, s1.loss_cls: 0.0746, s1.acc: 94.6866, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1141, s2.loss_cls: 0.0363, s2.acc: 94.6078, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.0969 +2025-06-26 14:26:27,924 - mmdet - INFO - Epoch [20][5300/7330] lr: 1.000e-04, eta: 1 day, 10:04:20, time: 0.983, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1743, s0.acc: 93.8938, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2299, s1.loss_cls: 0.0798, s1.acc: 94.2457, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1150, s2.loss_cls: 0.0391, s2.acc: 94.1366, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1366 +2025-06-26 14:27:16,690 - mmdet - INFO - Epoch [20][5350/7330] lr: 1.000e-04, eta: 1 day, 10:03:27, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1606, s0.acc: 94.3708, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2294, s1.loss_cls: 0.0743, s1.acc: 94.6890, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1148, s2.loss_cls: 0.0367, s2.acc: 94.7059, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1063 +2025-06-26 14:28:05,422 - mmdet - INFO - Epoch [20][5400/7330] lr: 1.000e-04, eta: 1 day, 10:02:33, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1539, s0.acc: 94.5325, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2246, s1.loss_cls: 0.0703, s1.acc: 94.8634, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1123, s2.loss_cls: 0.0344, s2.acc: 94.8641, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0526, loss: 1.0785 +2025-06-26 14:28:54,090 - mmdet - INFO - Epoch [20][5450/7330] lr: 1.000e-04, eta: 1 day, 10:01:40, time: 0.974, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1671, s0.acc: 94.1912, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2278, s1.loss_cls: 0.0781, s1.acc: 94.4724, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1138, s2.loss_cls: 0.0374, s2.acc: 94.5579, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.1188 +2025-06-26 14:29:42,448 - mmdet - INFO - Epoch [20][5500/7330] lr: 1.000e-04, eta: 1 day, 10:00:46, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1595, s0.acc: 94.3372, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2275, s1.loss_cls: 0.0729, s1.acc: 94.6670, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1123, s2.loss_cls: 0.0364, s2.acc: 94.5872, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.1000 +2025-06-26 14:30:36,253 - mmdet - INFO - Epoch [20][5550/7330] lr: 1.000e-04, eta: 1 day, 9:59:56, time: 1.076, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1673, s0.acc: 94.0896, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2341, s1.loss_cls: 0.0771, s1.acc: 94.4777, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1150, s2.loss_cls: 0.0375, s2.acc: 94.4120, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1341 +2025-06-26 14:31:32,753 - mmdet - INFO - Epoch [20][5600/7330] lr: 1.000e-04, eta: 1 day, 9:59:09, time: 1.130, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1575, s0.acc: 94.4814, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2228, s1.loss_cls: 0.0722, s1.acc: 94.8430, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1119, s2.loss_cls: 0.0360, s2.acc: 94.7365, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0528, loss: 1.0826 +2025-06-26 14:32:26,125 - mmdet - INFO - Epoch [20][5650/7330] lr: 1.000e-04, eta: 1 day, 9:58:19, time: 1.068, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1674, s0.acc: 94.2063, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2348, s1.loss_cls: 0.0773, s1.acc: 94.4849, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1151, s2.loss_cls: 0.0379, s2.acc: 94.4126, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.1272 +2025-06-26 14:33:14,125 - mmdet - INFO - Epoch [20][5700/7330] lr: 1.000e-04, eta: 1 day, 9:57:25, time: 0.960, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1666, s0.acc: 94.2510, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2334, s1.loss_cls: 0.0763, s1.acc: 94.5569, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1141, s2.loss_cls: 0.0370, s2.acc: 94.5437, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.1119 +2025-06-26 14:34:03,451 - mmdet - INFO - Epoch [20][5750/7330] lr: 1.000e-04, eta: 1 day, 9:56:32, time: 0.987, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1747, s0.acc: 93.8936, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2352, s1.loss_cls: 0.0809, s1.acc: 94.1524, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1165, s2.loss_cls: 0.0401, s2.acc: 94.0576, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0550, loss: 1.1735 +2025-06-26 14:34:52,294 - mmdet - INFO - Epoch [20][5800/7330] lr: 1.000e-04, eta: 1 day, 9:55:38, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1653, s0.acc: 94.2183, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2342, s1.loss_cls: 0.0764, s1.acc: 94.4854, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1153, s2.loss_cls: 0.0375, s2.acc: 94.4923, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1317 +2025-06-26 14:35:40,758 - mmdet - INFO - Epoch [20][5850/7330] lr: 1.000e-04, eta: 1 day, 9:54:45, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1673, s0.acc: 94.1853, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2250, s1.loss_cls: 0.0783, s1.acc: 94.4389, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1123, s2.loss_cls: 0.0382, s2.acc: 94.2651, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1126 +2025-06-26 14:36:29,710 - mmdet - INFO - Epoch [20][5900/7330] lr: 1.000e-04, eta: 1 day, 9:53:51, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1641, s0.acc: 94.3657, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2224, s1.loss_cls: 0.0741, s1.acc: 94.7673, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1111, s2.loss_cls: 0.0356, s2.acc: 94.7969, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0524, loss: 1.0900 +2025-06-26 14:37:18,196 - mmdet - INFO - Epoch [20][5950/7330] lr: 1.000e-04, eta: 1 day, 9:52:57, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1580, s0.acc: 94.3398, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2297, s1.loss_cls: 0.0734, s1.acc: 94.5994, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1135, s2.loss_cls: 0.0358, s2.acc: 94.5956, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0880 +2025-06-26 14:38:23,842 - mmdet - INFO - Epoch [20][6000/7330] lr: 1.000e-04, eta: 1 day, 9:52:18, time: 1.313, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1518, s0.acc: 94.7405, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2249, s1.loss_cls: 0.0705, s1.acc: 94.9883, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1122, s2.loss_cls: 0.0346, s2.acc: 94.8967, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0598 +2025-06-26 14:39:14,726 - mmdet - INFO - Epoch [20][6050/7330] lr: 1.000e-04, eta: 1 day, 9:51:26, time: 1.017, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1614, s0.acc: 94.3777, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2284, s1.loss_cls: 0.0750, s1.acc: 94.5585, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1128, s2.loss_cls: 0.0364, s2.acc: 94.6418, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0951 +2025-06-26 14:40:05,696 - mmdet - INFO - Epoch [20][6100/7330] lr: 1.000e-04, eta: 1 day, 9:50:34, time: 1.020, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1592, s0.acc: 94.4705, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2298, s1.loss_cls: 0.0746, s1.acc: 94.6676, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1154, s2.loss_cls: 0.0366, s2.acc: 94.7052, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.0925 +2025-06-26 14:40:54,188 - mmdet - INFO - Epoch [20][6150/7330] lr: 1.000e-04, eta: 1 day, 9:49:40, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1632, s0.acc: 94.2402, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2308, s1.loss_cls: 0.0760, s1.acc: 94.4844, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1149, s2.loss_cls: 0.0375, s2.acc: 94.3681, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.1154 +2025-06-26 14:41:43,206 - mmdet - INFO - Epoch [20][6200/7330] lr: 1.000e-04, eta: 1 day, 9:48:47, time: 0.980, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1625, s0.acc: 94.4036, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2266, s1.loss_cls: 0.0765, s1.acc: 94.6103, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1131, s2.loss_cls: 0.0369, s2.acc: 94.6385, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0528, loss: 1.0982 +2025-06-26 14:42:31,779 - mmdet - INFO - Epoch [20][6250/7330] lr: 1.000e-04, eta: 1 day, 9:47:53, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1587, s0.acc: 94.5566, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2288, s1.loss_cls: 0.0729, s1.acc: 94.8368, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1140, s2.loss_cls: 0.0352, s2.acc: 94.8427, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0811 +2025-06-26 14:43:20,961 - mmdet - INFO - Epoch [20][6300/7330] lr: 1.000e-04, eta: 1 day, 9:47:00, time: 0.984, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1732, s0.acc: 94.0408, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2282, s1.loss_cls: 0.0797, s1.acc: 94.2826, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1134, s2.loss_cls: 0.0388, s2.acc: 94.2868, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0537, loss: 1.1394 +2025-06-26 14:44:09,756 - mmdet - INFO - Epoch [20][6350/7330] lr: 1.000e-04, eta: 1 day, 9:46:07, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1672, s0.acc: 94.2207, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2366, s1.loss_cls: 0.0775, s1.acc: 94.4663, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1181, s2.loss_cls: 0.0377, s2.acc: 94.4699, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0554, loss: 1.1252 +2025-06-26 14:45:11,010 - mmdet - INFO - Epoch [20][6400/7330] lr: 1.000e-04, eta: 1 day, 9:45:23, time: 1.225, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1649, s0.acc: 94.2368, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2339, s1.loss_cls: 0.0764, s1.acc: 94.5051, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1163, s2.loss_cls: 0.0371, s2.acc: 94.4672, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1223 +2025-06-26 14:46:02,435 - mmdet - INFO - Epoch [20][6450/7330] lr: 1.000e-04, eta: 1 day, 9:44:32, time: 1.029, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1774, s0.acc: 93.9634, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2364, s1.loss_cls: 0.0820, s1.acc: 94.1931, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1167, s2.loss_cls: 0.0397, s2.acc: 94.2459, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0544, loss: 1.1614 +2025-06-26 14:46:55,854 - mmdet - INFO - Epoch [20][6500/7330] lr: 1.000e-04, eta: 1 day, 9:43:42, time: 1.068, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1604, s0.acc: 94.4019, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2325, s1.loss_cls: 0.0738, s1.acc: 94.7853, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1160, s2.loss_cls: 0.0357, s2.acc: 94.8958, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1060 +2025-06-26 14:47:44,421 - mmdet - INFO - Epoch [20][6550/7330] lr: 1.000e-04, eta: 1 day, 9:42:48, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1588, s0.acc: 94.4456, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2279, s1.loss_cls: 0.0735, s1.acc: 94.7221, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1132, s2.loss_cls: 0.0359, s2.acc: 94.6673, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.0943 +2025-06-26 14:48:33,471 - mmdet - INFO - Epoch [20][6600/7330] lr: 1.000e-04, eta: 1 day, 9:41:55, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1643, s0.acc: 94.1084, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2329, s1.loss_cls: 0.0768, s1.acc: 94.3408, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1142, s2.loss_cls: 0.0378, s2.acc: 94.2985, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.1218 +2025-06-26 14:49:21,638 - mmdet - INFO - Epoch [20][6650/7330] lr: 1.000e-04, eta: 1 day, 9:41:01, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1576, s0.acc: 94.5701, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2233, s1.loss_cls: 0.0720, s1.acc: 94.8786, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1114, s2.loss_cls: 0.0349, s2.acc: 94.9229, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0529, loss: 1.0657 +2025-06-26 14:50:10,118 - mmdet - INFO - Epoch [20][6700/7330] lr: 1.000e-04, eta: 1 day, 9:40:07, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1564, s0.acc: 94.5557, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2308, s1.loss_cls: 0.0726, s1.acc: 94.7777, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1150, s2.loss_cls: 0.0350, s2.acc: 94.7951, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.0898 +2025-06-26 14:50:58,634 - mmdet - INFO - Epoch [20][6750/7330] lr: 1.000e-04, eta: 1 day, 9:39:13, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1582, s0.acc: 94.4607, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2229, s1.loss_cls: 0.0732, s1.acc: 94.8065, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1115, s2.loss_cls: 0.0357, s2.acc: 94.6923, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0527, loss: 1.0777 +2025-06-26 14:51:54,085 - mmdet - INFO - Epoch [20][6800/7330] lr: 1.000e-04, eta: 1 day, 9:38:25, time: 1.109, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1677, s0.acc: 94.2131, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2367, s1.loss_cls: 0.0784, s1.acc: 94.4193, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1179, s2.loss_cls: 0.0377, s2.acc: 94.4718, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1293 +2025-06-26 14:52:53,020 - mmdet - INFO - Epoch [20][6850/7330] lr: 1.000e-04, eta: 1 day, 9:37:40, time: 1.179, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1675, s0.acc: 94.2373, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2322, s1.loss_cls: 0.0783, s1.acc: 94.5417, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1162, s2.loss_cls: 0.0382, s2.acc: 94.4424, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0546, loss: 1.1365 +2025-06-26 14:53:46,823 - mmdet - INFO - Epoch [20][6900/7330] lr: 1.000e-04, eta: 1 day, 9:36:51, time: 1.076, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1584, s0.acc: 94.4358, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2308, s1.loss_cls: 0.0746, s1.acc: 94.6321, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1149, s2.loss_cls: 0.0361, s2.acc: 94.6926, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0544, loss: 1.0934 +2025-06-26 14:54:35,651 - mmdet - INFO - Epoch [20][6950/7330] lr: 1.000e-04, eta: 1 day, 9:35:57, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1608, s0.acc: 94.3198, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2303, s1.loss_cls: 0.0752, s1.acc: 94.4511, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1147, s2.loss_cls: 0.0364, s2.acc: 94.6050, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0545, loss: 1.0955 +2025-06-26 14:55:24,538 - mmdet - INFO - Epoch [20][7000/7330] lr: 1.000e-04, eta: 1 day, 9:35:04, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1537, s0.acc: 94.5269, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2323, s1.loss_cls: 0.0726, s1.acc: 94.6660, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1158, s2.loss_cls: 0.0355, s2.acc: 94.7025, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0547, loss: 1.0941 +2025-06-26 14:56:12,923 - mmdet - INFO - Epoch [20][7050/7330] lr: 1.000e-04, eta: 1 day, 9:34:10, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1671, s0.acc: 94.1863, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2317, s1.loss_cls: 0.0785, s1.acc: 94.4534, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1146, s2.loss_cls: 0.0376, s2.acc: 94.5088, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0544, loss: 1.1153 +2025-06-26 14:57:01,268 - mmdet - INFO - Epoch [20][7100/7330] lr: 1.000e-04, eta: 1 day, 9:33:16, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1631, s0.acc: 94.3022, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2328, s1.loss_cls: 0.0745, s1.acc: 94.6446, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1157, s2.loss_cls: 0.0359, s2.acc: 94.6976, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1156 +2025-06-26 14:57:50,094 - mmdet - INFO - Epoch [20][7150/7330] lr: 1.000e-04, eta: 1 day, 9:32:23, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1661, s0.acc: 94.0879, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2339, s1.loss_cls: 0.0756, s1.acc: 94.4426, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1161, s2.loss_cls: 0.0368, s2.acc: 94.4919, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0543, loss: 1.1277 +2025-06-26 14:58:38,753 - mmdet - INFO - Epoch [20][7200/7330] lr: 1.000e-04, eta: 1 day, 9:31:29, time: 0.973, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1710, s0.acc: 93.9985, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2324, s1.loss_cls: 0.0790, s1.acc: 94.2378, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.1929, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1363 +2025-06-26 14:59:41,613 - mmdet - INFO - Epoch [20][7250/7330] lr: 1.000e-04, eta: 1 day, 9:30:47, time: 1.257, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1636, s0.acc: 94.3960, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2314, s1.loss_cls: 0.0760, s1.acc: 94.6031, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1153, s2.loss_cls: 0.0369, s2.acc: 94.6330, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0542, loss: 1.1187 +2025-06-26 15:00:33,107 - mmdet - INFO - Epoch [20][7300/7330] lr: 1.000e-04, eta: 1 day, 9:29:55, time: 1.030, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1638, s0.acc: 94.1777, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2285, s1.loss_cls: 0.0757, s1.acc: 94.4618, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1130, s2.loss_cls: 0.0365, s2.acc: 94.5716, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1074 +2025-06-26 15:01:13,565 - mmdet - INFO - Saving checkpoint at 20 epochs +2025-06-26 15:04:26,231 - mmdet - INFO - Evaluating bbox... +2025-06-26 15:05:00,336 - mmdet - INFO - Evaluating segm... +2025-06-26 15:05:32,317 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 15:05:32,320 - mmdet - INFO - Epoch(val) [20][7330] bbox_mAP: 0.4750, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5170, bbox_mAP_s: 0.3090, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6370, bbox_mAP_copypaste: 0.475 0.662 0.517 0.309 0.506 0.637, segm_mAP: 0.4130, segm_mAP_50: 0.6350, segm_mAP_75: 0.4460, segm_mAP_s: 0.2480, segm_mAP_m: 0.4450, segm_mAP_l: 0.5710, segm_mAP_copypaste: 0.413 0.635 0.446 0.248 0.445 0.571 +2025-06-26 15:07:39,792 - mmdet - INFO - Epoch [21][50/7330] lr: 1.000e-04, eta: 1 day, 9:29:09, time: 2.549, data_time: 1.500, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1620, s0.acc: 94.2578, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2289, s1.loss_cls: 0.0746, s1.acc: 94.6039, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1150, s2.loss_cls: 0.0368, s2.acc: 94.4454, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0543, loss: 1.1196 +2025-06-26 15:08:32,580 - mmdet - INFO - Epoch [21][100/7330] lr: 1.000e-04, eta: 1 day, 9:28:19, time: 1.056, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1537, s0.acc: 94.5444, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2198, s1.loss_cls: 0.0707, s1.acc: 94.9154, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1093, s2.loss_cls: 0.0345, s2.acc: 94.9154, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0674 +2025-06-26 15:09:24,665 - mmdet - INFO - Epoch [21][150/7330] lr: 1.000e-04, eta: 1 day, 9:27:28, time: 1.042, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1534, s0.acc: 94.5730, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2315, s1.loss_cls: 0.0700, s1.acc: 94.9989, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1156, s2.loss_cls: 0.0340, s2.acc: 94.9730, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0542, loss: 1.0872 +2025-06-26 15:10:17,011 - mmdet - INFO - Epoch [21][200/7330] lr: 1.000e-04, eta: 1 day, 9:26:37, time: 1.047, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1604, s0.acc: 94.3491, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2238, s1.loss_cls: 0.0740, s1.acc: 94.6641, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1111, s2.loss_cls: 0.0364, s2.acc: 94.6332, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0943 +2025-06-26 15:11:25,878 - mmdet - INFO - Epoch [21][250/7330] lr: 1.000e-04, eta: 1 day, 9:26:00, time: 1.377, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1571, s0.acc: 94.4421, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2222, s1.loss_cls: 0.0730, s1.acc: 94.6981, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1107, s2.loss_cls: 0.0357, s2.acc: 94.6524, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0523, loss: 1.0794 +2025-06-26 15:12:16,568 - mmdet - INFO - Epoch [21][300/7330] lr: 1.000e-04, eta: 1 day, 9:25:08, time: 1.014, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1521, s0.acc: 94.5610, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2318, s1.loss_cls: 0.0701, s1.acc: 94.8441, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1155, s2.loss_cls: 0.0340, s2.acc: 94.8442, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0542, loss: 1.0841 +2025-06-26 15:13:09,405 - mmdet - INFO - Epoch [21][350/7330] lr: 1.000e-04, eta: 1 day, 9:24:18, time: 1.057, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1577, s0.acc: 94.5044, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2255, s1.loss_cls: 0.0727, s1.acc: 94.7877, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1110, s2.loss_cls: 0.0358, s2.acc: 94.7140, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0796 +2025-06-26 15:14:02,283 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 15:14:02,283 - mmdet - INFO - Epoch [21][400/7330] lr: 1.000e-04, eta: 1 day, 9:23:27, time: 1.057, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1601, s0.acc: 94.3032, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2264, s1.loss_cls: 0.0734, s1.acc: 94.6825, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1135, s2.loss_cls: 0.0356, s2.acc: 94.6630, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.0958 +2025-06-26 15:14:52,828 - mmdet - INFO - Epoch [21][450/7330] lr: 1.000e-04, eta: 1 day, 9:22:35, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1672, s0.acc: 94.1416, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2317, s1.loss_cls: 0.0767, s1.acc: 94.4839, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1156, s2.loss_cls: 0.0376, s2.acc: 94.5125, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0546, loss: 1.1334 +2025-06-26 15:15:43,062 - mmdet - INFO - Epoch [21][500/7330] lr: 1.000e-04, eta: 1 day, 9:21:43, time: 1.005, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1559, s0.acc: 94.3416, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2284, s1.loss_cls: 0.0722, s1.acc: 94.6870, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1145, s2.loss_cls: 0.0356, s2.acc: 94.6291, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.0935 +2025-06-26 15:16:33,251 - mmdet - INFO - Epoch [21][550/7330] lr: 1.000e-04, eta: 1 day, 9:20:50, time: 1.004, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1553, s0.acc: 94.6604, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2314, s1.loss_cls: 0.0707, s1.acc: 94.9524, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1142, s2.loss_cls: 0.0346, s2.acc: 94.9449, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.0816 +2025-06-26 15:17:23,620 - mmdet - INFO - Epoch [21][600/7330] lr: 1.000e-04, eta: 1 day, 9:19:58, time: 1.007, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1634, s0.acc: 94.1758, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2339, s1.loss_cls: 0.0751, s1.acc: 94.5008, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1163, s2.loss_cls: 0.0372, s2.acc: 94.4714, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0549, loss: 1.1286 +2025-06-26 15:18:18,134 - mmdet - INFO - Epoch [21][650/7330] lr: 1.000e-04, eta: 1 day, 9:19:09, time: 1.090, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1613, s0.acc: 94.3792, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2260, s1.loss_cls: 0.0735, s1.acc: 94.7281, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1124, s2.loss_cls: 0.0359, s2.acc: 94.6616, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0527, loss: 1.0750 +2025-06-26 15:19:18,786 - mmdet - INFO - Epoch [21][700/7330] lr: 1.000e-04, eta: 1 day, 9:18:25, time: 1.213, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1636, s0.acc: 94.2957, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2272, s1.loss_cls: 0.0747, s1.acc: 94.6010, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1136, s2.loss_cls: 0.0363, s2.acc: 94.6075, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1028 +2025-06-26 15:20:11,303 - mmdet - INFO - Epoch [21][750/7330] lr: 1.000e-04, eta: 1 day, 9:17:35, time: 1.050, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1610, s0.acc: 94.2983, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2243, s1.loss_cls: 0.0736, s1.acc: 94.6840, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1124, s2.loss_cls: 0.0362, s2.acc: 94.5402, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0530, loss: 1.0959 +2025-06-26 15:21:00,269 - mmdet - INFO - Epoch [21][800/7330] lr: 1.000e-04, eta: 1 day, 9:16:41, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1524, s0.acc: 94.6904, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2248, s1.loss_cls: 0.0709, s1.acc: 94.8533, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1128, s2.loss_cls: 0.0348, s2.acc: 94.8061, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0531, loss: 1.0624 +2025-06-26 15:21:52,701 - mmdet - INFO - Epoch [21][850/7330] lr: 1.000e-04, eta: 1 day, 9:15:50, time: 1.049, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1596, s0.acc: 94.3687, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2289, s1.loss_cls: 0.0733, s1.acc: 94.7049, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1139, s2.loss_cls: 0.0361, s2.acc: 94.5490, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1034 +2025-06-26 15:22:42,095 - mmdet - INFO - Epoch [21][900/7330] lr: 1.000e-04, eta: 1 day, 9:14:57, time: 0.988, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1617, s0.acc: 94.2854, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2340, s1.loss_cls: 0.0749, s1.acc: 94.7119, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1153, s2.loss_cls: 0.0359, s2.acc: 94.7313, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0537, loss: 1.1188 +2025-06-26 15:23:31,327 - mmdet - INFO - Epoch [21][950/7330] lr: 1.000e-04, eta: 1 day, 9:14:04, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1635, s0.acc: 94.2034, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2345, s1.loss_cls: 0.0756, s1.acc: 94.4925, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1151, s2.loss_cls: 0.0366, s2.acc: 94.5302, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0546, loss: 1.1149 +2025-06-26 15:24:20,039 - mmdet - INFO - Epoch [21][1000/7330] lr: 1.000e-04, eta: 1 day, 9:13:11, time: 0.974, data_time: 0.020, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1581, s0.acc: 94.5134, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2269, s1.loss_cls: 0.0728, s1.acc: 94.8184, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1124, s2.loss_cls: 0.0353, s2.acc: 94.8369, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0816 +2025-06-26 15:25:09,340 - mmdet - INFO - Epoch [21][1050/7330] lr: 1.000e-04, eta: 1 day, 9:12:18, time: 0.987, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1559, s0.acc: 94.5444, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2282, s1.loss_cls: 0.0706, s1.acc: 94.8996, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1152, s2.loss_cls: 0.0347, s2.acc: 94.7420, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0542, loss: 1.0894 +2025-06-26 15:26:14,099 - mmdet - INFO - Epoch [21][1100/7330] lr: 1.000e-04, eta: 1 day, 9:11:37, time: 1.295, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1541, s0.acc: 94.5625, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2243, s1.loss_cls: 0.0699, s1.acc: 94.9534, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1128, s2.loss_cls: 0.0345, s2.acc: 94.9503, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0727 +2025-06-26 15:27:04,992 - mmdet - INFO - Epoch [21][1150/7330] lr: 1.000e-04, eta: 1 day, 9:10:45, time: 1.018, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1604, s0.acc: 94.4688, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2336, s1.loss_cls: 0.0735, s1.acc: 94.7749, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1158, s2.loss_cls: 0.0357, s2.acc: 94.7446, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1103 +2025-06-26 15:27:52,940 - mmdet - INFO - Epoch [21][1200/7330] lr: 1.000e-04, eta: 1 day, 9:09:51, time: 0.959, data_time: 0.021, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1571, s0.acc: 94.5493, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2272, s1.loss_cls: 0.0716, s1.acc: 94.9375, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1139, s2.loss_cls: 0.0347, s2.acc: 94.9309, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0539, loss: 1.0828 +2025-06-26 15:28:43,700 - mmdet - INFO - Epoch [21][1250/7330] lr: 1.000e-04, eta: 1 day, 9:08:59, time: 1.015, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1482, s0.acc: 94.8264, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2256, s1.loss_cls: 0.0670, s1.acc: 95.2260, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1119, s2.loss_cls: 0.0324, s2.acc: 95.1920, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0529, loss: 1.0515 +2025-06-26 15:29:31,731 - mmdet - INFO - Epoch [21][1300/7330] lr: 1.000e-04, eta: 1 day, 9:08:05, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1578, s0.acc: 94.4858, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2318, s1.loss_cls: 0.0724, s1.acc: 94.8195, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1140, s2.loss_cls: 0.0348, s2.acc: 94.8403, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0913 +2025-06-26 15:30:19,850 - mmdet - INFO - Epoch [21][1350/7330] lr: 1.000e-04, eta: 1 day, 9:07:11, time: 0.962, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1481, s0.acc: 94.7502, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2275, s1.loss_cls: 0.0678, s1.acc: 95.0488, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1136, s2.loss_cls: 0.0335, s2.acc: 94.8989, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.0694 +2025-06-26 15:31:08,154 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 15:31:08,154 - mmdet - INFO - Epoch [21][1400/7330] lr: 1.000e-04, eta: 1 day, 9:06:17, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1539, s0.acc: 94.5469, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2249, s1.loss_cls: 0.0701, s1.acc: 94.8954, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1119, s2.loss_cls: 0.0345, s2.acc: 94.8210, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0667 +2025-06-26 15:31:57,289 - mmdet - INFO - Epoch [21][1450/7330] lr: 1.000e-04, eta: 1 day, 9:05:24, time: 0.983, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1687, s0.acc: 94.1345, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2240, s1.loss_cls: 0.0757, s1.acc: 94.6016, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1115, s2.loss_cls: 0.0366, s2.acc: 94.6465, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0533, loss: 1.1145 +2025-06-26 15:33:00,406 - mmdet - INFO - Epoch [21][1500/7330] lr: 1.000e-04, eta: 1 day, 9:04:41, time: 1.262, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1588, s0.acc: 94.3979, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2252, s1.loss_cls: 0.0740, s1.acc: 94.6829, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1128, s2.loss_cls: 0.0358, s2.acc: 94.6276, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.0928 +2025-06-26 15:33:49,371 - mmdet - INFO - Epoch [21][1550/7330] lr: 1.000e-04, eta: 1 day, 9:03:48, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1587, s0.acc: 94.3389, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2283, s1.loss_cls: 0.0721, s1.acc: 94.6924, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1146, s2.loss_cls: 0.0352, s2.acc: 94.6080, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0540, loss: 1.0971 +2025-06-26 15:34:40,414 - mmdet - INFO - Epoch [21][1600/7330] lr: 1.000e-04, eta: 1 day, 9:02:56, time: 1.020, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1676, s0.acc: 94.1255, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2301, s1.loss_cls: 0.0775, s1.acc: 94.5140, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1152, s2.loss_cls: 0.0380, s2.acc: 94.4282, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0543, loss: 1.1351 +2025-06-26 15:35:31,656 - mmdet - INFO - Epoch [21][1650/7330] lr: 1.000e-04, eta: 1 day, 9:02:05, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1621, s0.acc: 94.2798, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2302, s1.loss_cls: 0.0751, s1.acc: 94.5557, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1147, s2.loss_cls: 0.0363, s2.acc: 94.5629, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1081 +2025-06-26 15:36:19,953 - mmdet - INFO - Epoch [21][1700/7330] lr: 1.000e-04, eta: 1 day, 9:01:11, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1586, s0.acc: 94.3542, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2312, s1.loss_cls: 0.0731, s1.acc: 94.6821, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1145, s2.loss_cls: 0.0350, s2.acc: 94.8171, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.0971 +2025-06-26 15:37:08,909 - mmdet - INFO - Epoch [21][1750/7330] lr: 1.000e-04, eta: 1 day, 9:00:17, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1629, s0.acc: 94.2937, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2247, s1.loss_cls: 0.0747, s1.acc: 94.6763, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1138, s2.loss_cls: 0.0366, s2.acc: 94.6278, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0536, loss: 1.1075 +2025-06-26 15:37:57,841 - mmdet - INFO - Epoch [21][1800/7330] lr: 1.000e-04, eta: 1 day, 8:59:24, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1646, s0.acc: 94.2629, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2237, s1.loss_cls: 0.0756, s1.acc: 94.5518, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1122, s2.loss_cls: 0.0371, s2.acc: 94.4366, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1067 +2025-06-26 15:38:46,410 - mmdet - INFO - Epoch [21][1850/7330] lr: 1.000e-04, eta: 1 day, 8:58:30, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1557, s0.acc: 94.5361, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2253, s1.loss_cls: 0.0720, s1.acc: 94.8001, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1125, s2.loss_cls: 0.0354, s2.acc: 94.7885, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.0900 +2025-06-26 15:39:42,608 - mmdet - INFO - Epoch [21][1900/7330] lr: 1.000e-04, eta: 1 day, 8:57:43, time: 1.124, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1571, s0.acc: 94.4531, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2241, s1.loss_cls: 0.0734, s1.acc: 94.7378, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1111, s2.loss_cls: 0.0357, s2.acc: 94.6986, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0523, loss: 1.0890 +2025-06-26 15:40:38,972 - mmdet - INFO - Epoch [21][1950/7330] lr: 1.000e-04, eta: 1 day, 8:56:55, time: 1.127, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1644, s0.acc: 94.2197, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2314, s1.loss_cls: 0.0757, s1.acc: 94.5635, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1157, s2.loss_cls: 0.0373, s2.acc: 94.4727, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0546, loss: 1.1235 +2025-06-26 15:41:29,694 - mmdet - INFO - Epoch [21][2000/7330] lr: 1.000e-04, eta: 1 day, 8:56:03, time: 1.015, data_time: 0.020, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1616, s0.acc: 94.3420, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2270, s1.loss_cls: 0.0745, s1.acc: 94.5891, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1117, s2.loss_cls: 0.0366, s2.acc: 94.4527, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0960 +2025-06-26 15:42:21,322 - mmdet - INFO - Epoch [21][2050/7330] lr: 1.000e-04, eta: 1 day, 8:55:12, time: 1.032, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1609, s0.acc: 94.3218, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2318, s1.loss_cls: 0.0733, s1.acc: 94.7162, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1141, s2.loss_cls: 0.0362, s2.acc: 94.5978, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0535, loss: 1.1243 +2025-06-26 15:43:10,003 - mmdet - INFO - Epoch [21][2100/7330] lr: 1.000e-04, eta: 1 day, 8:54:18, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1526, s0.acc: 94.5530, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2209, s1.loss_cls: 0.0694, s1.acc: 94.9312, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1107, s2.loss_cls: 0.0342, s2.acc: 94.9419, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0653 +2025-06-26 15:43:58,671 - mmdet - INFO - Epoch [21][2150/7330] lr: 1.000e-04, eta: 1 day, 8:53:25, time: 0.974, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1586, s0.acc: 94.3843, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2233, s1.loss_cls: 0.0737, s1.acc: 94.6677, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1109, s2.loss_cls: 0.0360, s2.acc: 94.5705, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0760 +2025-06-26 15:44:47,072 - mmdet - INFO - Epoch [21][2200/7330] lr: 1.000e-04, eta: 1 day, 8:52:31, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1725, s0.acc: 93.9238, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2356, s1.loss_cls: 0.0802, s1.acc: 94.2444, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1175, s2.loss_cls: 0.0390, s2.acc: 94.2662, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0552, loss: 1.1562 +2025-06-26 15:45:35,520 - mmdet - INFO - Epoch [21][2250/7330] lr: 1.000e-04, eta: 1 day, 8:51:37, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1553, s0.acc: 94.6489, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2218, s1.loss_cls: 0.0709, s1.acc: 94.9504, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1121, s2.loss_cls: 0.0344, s2.acc: 94.9369, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0531, loss: 1.0547 +2025-06-26 15:46:26,147 - mmdet - INFO - Epoch [21][2300/7330] lr: 1.000e-04, eta: 1 day, 8:50:43, time: 0.962, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1646, s0.acc: 94.2788, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2366, s1.loss_cls: 0.0753, s1.acc: 94.6388, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1174, s2.loss_cls: 0.0365, s2.acc: 94.6966, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0552, loss: 1.1208 +2025-06-26 15:47:26,789 - mmdet - INFO - Epoch [21][2350/7330] lr: 1.000e-04, eta: 1 day, 8:50:01, time: 1.263, data_time: 0.079, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1627, s0.acc: 94.3130, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2317, s1.loss_cls: 0.0749, s1.acc: 94.5633, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1162, s2.loss_cls: 0.0363, s2.acc: 94.5990, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1176 +2025-06-26 15:48:18,160 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 15:48:18,160 - mmdet - INFO - Epoch [21][2400/7330] lr: 1.000e-04, eta: 1 day, 8:49:10, time: 1.027, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1684, s0.acc: 94.0547, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2322, s1.loss_cls: 0.0781, s1.acc: 94.3133, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1138, s2.loss_cls: 0.0379, s2.acc: 94.3058, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1352 +2025-06-26 15:49:06,393 - mmdet - INFO - Epoch [21][2450/7330] lr: 1.000e-04, eta: 1 day, 8:48:16, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1587, s0.acc: 94.3977, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2282, s1.loss_cls: 0.0731, s1.acc: 94.7114, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1140, s2.loss_cls: 0.0357, s2.acc: 94.7350, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.0875 +2025-06-26 15:49:57,272 - mmdet - INFO - Epoch [21][2500/7330] lr: 1.000e-04, eta: 1 day, 8:47:24, time: 1.018, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1532, s0.acc: 94.5144, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2269, s1.loss_cls: 0.0697, s1.acc: 94.9277, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1144, s2.loss_cls: 0.0337, s2.acc: 94.9732, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.0874 +2025-06-26 15:50:45,886 - mmdet - INFO - Epoch [21][2550/7330] lr: 1.000e-04, eta: 1 day, 8:46:30, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1588, s0.acc: 94.3789, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2197, s1.loss_cls: 0.0733, s1.acc: 94.7211, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1104, s2.loss_cls: 0.0358, s2.acc: 94.6708, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0736 +2025-06-26 15:51:34,468 - mmdet - INFO - Epoch [21][2600/7330] lr: 1.000e-04, eta: 1 day, 8:45:37, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1632, s0.acc: 94.1921, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2357, s1.loss_cls: 0.0746, s1.acc: 94.5956, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1168, s2.loss_cls: 0.0361, s2.acc: 94.6562, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0550, loss: 1.1228 +2025-06-26 15:52:23,132 - mmdet - INFO - Epoch [21][2650/7330] lr: 1.000e-04, eta: 1 day, 8:44:43, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1627, s0.acc: 94.2866, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2307, s1.loss_cls: 0.0754, s1.acc: 94.5721, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1156, s2.loss_cls: 0.0372, s2.acc: 94.5123, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1198 +2025-06-26 15:53:11,058 - mmdet - INFO - Epoch [21][2700/7330] lr: 1.000e-04, eta: 1 day, 8:43:49, time: 0.959, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1624, s0.acc: 94.3862, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2292, s1.loss_cls: 0.0747, s1.acc: 94.6826, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1138, s2.loss_cls: 0.0368, s2.acc: 94.6855, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0538, loss: 1.0888 +2025-06-26 15:54:14,134 - mmdet - INFO - Epoch [21][2750/7330] lr: 1.000e-04, eta: 1 day, 8:43:06, time: 1.262, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1637, s0.acc: 94.2883, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2281, s1.loss_cls: 0.0757, s1.acc: 94.5703, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1133, s2.loss_cls: 0.0366, s2.acc: 94.5738, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.1045 +2025-06-26 15:55:03,390 - mmdet - INFO - Epoch [21][2800/7330] lr: 1.000e-04, eta: 1 day, 8:42:13, time: 0.985, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1605, s0.acc: 94.2603, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2232, s1.loss_cls: 0.0745, s1.acc: 94.5072, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0361, s2.acc: 94.6218, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0932 +2025-06-26 15:55:54,487 - mmdet - INFO - Epoch [21][2850/7330] lr: 1.000e-04, eta: 1 day, 8:41:22, time: 1.022, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1565, s0.acc: 94.5332, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2264, s1.loss_cls: 0.0709, s1.acc: 94.9281, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1123, s2.loss_cls: 0.0347, s2.acc: 94.8881, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0531, loss: 1.0850 +2025-06-26 15:56:47,179 - mmdet - INFO - Epoch [21][2900/7330] lr: 1.000e-04, eta: 1 day, 8:40:31, time: 1.054, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1627, s0.acc: 94.3748, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2267, s1.loss_cls: 0.0737, s1.acc: 94.7518, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1136, s2.loss_cls: 0.0362, s2.acc: 94.7392, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0536, loss: 1.1069 +2025-06-26 15:57:36,027 - mmdet - INFO - Epoch [21][2950/7330] lr: 1.000e-04, eta: 1 day, 8:39:38, time: 0.976, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1625, s0.acc: 94.2300, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2306, s1.loss_cls: 0.0758, s1.acc: 94.4736, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1140, s2.loss_cls: 0.0371, s2.acc: 94.4222, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1159 +2025-06-26 15:58:24,212 - mmdet - INFO - Epoch [21][3000/7330] lr: 1.000e-04, eta: 1 day, 8:38:44, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1569, s0.acc: 94.5530, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2319, s1.loss_cls: 0.0729, s1.acc: 94.8048, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1157, s2.loss_cls: 0.0353, s2.acc: 94.8830, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0549, loss: 1.0820 +2025-06-26 15:59:12,389 - mmdet - INFO - Epoch [21][3050/7330] lr: 1.000e-04, eta: 1 day, 8:37:50, time: 0.964, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1566, s0.acc: 94.4373, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2253, s1.loss_cls: 0.0710, s1.acc: 94.8010, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1125, s2.loss_cls: 0.0345, s2.acc: 94.8376, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0785 +2025-06-26 16:00:01,014 - mmdet - INFO - Epoch [21][3100/7330] lr: 1.000e-04, eta: 1 day, 8:36:57, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1596, s0.acc: 94.4443, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2280, s1.loss_cls: 0.0726, s1.acc: 94.6920, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1142, s2.loss_cls: 0.0354, s2.acc: 94.7780, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0536, loss: 1.0869 +2025-06-26 16:00:54,526 - mmdet - INFO - Epoch [21][3150/7330] lr: 1.000e-04, eta: 1 day, 8:36:07, time: 1.070, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1612, s0.acc: 94.2834, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2305, s1.loss_cls: 0.0738, s1.acc: 94.6476, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1149, s2.loss_cls: 0.0357, s2.acc: 94.7091, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.1034 +2025-06-26 16:01:50,561 - mmdet - INFO - Epoch [21][3200/7330] lr: 1.000e-04, eta: 1 day, 8:35:19, time: 1.121, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1649, s0.acc: 94.2070, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2358, s1.loss_cls: 0.0754, s1.acc: 94.5855, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1167, s2.loss_cls: 0.0365, s2.acc: 94.5374, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1342 +2025-06-26 16:02:40,751 - mmdet - INFO - Epoch [21][3250/7330] lr: 1.000e-04, eta: 1 day, 8:34:26, time: 1.004, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1540, s0.acc: 94.5955, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2243, s1.loss_cls: 0.0715, s1.acc: 94.7746, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1127, s2.loss_cls: 0.0348, s2.acc: 94.8310, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0536, loss: 1.0608 +2025-06-26 16:03:31,568 - mmdet - INFO - Epoch [21][3300/7330] lr: 1.000e-04, eta: 1 day, 8:33:35, time: 1.016, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1581, s0.acc: 94.4592, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2306, s1.loss_cls: 0.0717, s1.acc: 94.8946, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0355, s2.acc: 94.7525, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.0962 +2025-06-26 16:04:20,316 - mmdet - INFO - Epoch [21][3350/7330] lr: 1.000e-04, eta: 1 day, 8:32:41, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1638, s0.acc: 94.2329, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2295, s1.loss_cls: 0.0750, s1.acc: 94.5817, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1144, s2.loss_cls: 0.0365, s2.acc: 94.6227, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1086 +2025-06-26 16:05:08,952 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 16:05:08,952 - mmdet - INFO - Epoch [21][3400/7330] lr: 1.000e-04, eta: 1 day, 8:31:48, time: 0.973, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1648, s0.acc: 94.2456, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2264, s1.loss_cls: 0.0751, s1.acc: 94.6358, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1133, s2.loss_cls: 0.0368, s2.acc: 94.5367, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.1070 +2025-06-26 16:05:57,863 - mmdet - INFO - Epoch [21][3450/7330] lr: 1.000e-04, eta: 1 day, 8:30:54, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1668, s0.acc: 94.1150, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2316, s1.loss_cls: 0.0771, s1.acc: 94.3789, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1149, s2.loss_cls: 0.0375, s2.acc: 94.3858, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0538, loss: 1.1328 +2025-06-26 16:06:46,109 - mmdet - INFO - Epoch [21][3500/7330] lr: 1.000e-04, eta: 1 day, 8:30:00, time: 0.965, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1572, s0.acc: 94.3845, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2278, s1.loss_cls: 0.0721, s1.acc: 94.7713, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1127, s2.loss_cls: 0.0350, s2.acc: 94.8130, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0887 +2025-06-26 16:07:39,723 - mmdet - INFO - Epoch [21][3550/7330] lr: 1.000e-04, eta: 1 day, 8:29:09, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1605, s0.acc: 94.3435, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2273, s1.loss_cls: 0.0740, s1.acc: 94.6474, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1140, s2.loss_cls: 0.0364, s2.acc: 94.5747, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0536, loss: 1.0934 +2025-06-26 16:08:35,645 - mmdet - INFO - Epoch [21][3600/7330] lr: 1.000e-04, eta: 1 day, 8:28:23, time: 1.169, data_time: 0.081, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1642, s0.acc: 94.3179, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2274, s1.loss_cls: 0.0756, s1.acc: 94.6295, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1136, s2.loss_cls: 0.0363, s2.acc: 94.7055, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.1021 +2025-06-26 16:09:27,244 - mmdet - INFO - Epoch [21][3650/7330] lr: 1.000e-04, eta: 1 day, 8:27:31, time: 1.032, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1575, s0.acc: 94.3926, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2275, s1.loss_cls: 0.0715, s1.acc: 94.8012, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1139, s2.loss_cls: 0.0350, s2.acc: 94.7792, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1003 +2025-06-26 16:10:15,672 - mmdet - INFO - Epoch [21][3700/7330] lr: 1.000e-04, eta: 1 day, 8:26:38, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1633, s0.acc: 94.2993, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2316, s1.loss_cls: 0.0747, s1.acc: 94.7090, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1154, s2.loss_cls: 0.0368, s2.acc: 94.6632, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1074 +2025-06-26 16:11:07,166 - mmdet - INFO - Epoch [21][3750/7330] lr: 1.000e-04, eta: 1 day, 8:25:46, time: 1.030, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1612, s0.acc: 94.3125, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2256, s1.loss_cls: 0.0751, s1.acc: 94.6049, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1131, s2.loss_cls: 0.0365, s2.acc: 94.5376, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0982 +2025-06-26 16:11:55,819 - mmdet - INFO - Epoch [21][3800/7330] lr: 1.000e-04, eta: 1 day, 8:24:53, time: 0.973, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1580, s0.acc: 94.5002, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2283, s1.loss_cls: 0.0732, s1.acc: 94.7910, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1134, s2.loss_cls: 0.0358, s2.acc: 94.8273, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.0861 +2025-06-26 16:12:43,932 - mmdet - INFO - Epoch [21][3850/7330] lr: 1.000e-04, eta: 1 day, 8:23:59, time: 0.962, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1533, s0.acc: 94.6719, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2252, s1.loss_cls: 0.0707, s1.acc: 94.9431, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1123, s2.loss_cls: 0.0346, s2.acc: 94.9522, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0535, loss: 1.0585 +2025-06-26 16:13:32,314 - mmdet - INFO - Epoch [21][3900/7330] lr: 1.000e-04, eta: 1 day, 8:23:05, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1589, s0.acc: 94.4927, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2250, s1.loss_cls: 0.0729, s1.acc: 94.8403, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1124, s2.loss_cls: 0.0353, s2.acc: 94.8456, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0805 +2025-06-26 16:14:21,091 - mmdet - INFO - Epoch [21][3950/7330] lr: 1.000e-04, eta: 1 day, 8:22:12, time: 0.976, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1579, s0.acc: 94.5024, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2290, s1.loss_cls: 0.0719, s1.acc: 94.8311, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1144, s2.loss_cls: 0.0346, s2.acc: 94.8451, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.0840 +2025-06-26 16:15:22,543 - mmdet - INFO - Epoch [21][4000/7330] lr: 1.000e-04, eta: 1 day, 8:21:28, time: 1.229, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1603, s0.acc: 94.3455, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2285, s1.loss_cls: 0.0743, s1.acc: 94.6005, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1143, s2.loss_cls: 0.0362, s2.acc: 94.6939, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.1028 +2025-06-26 16:16:11,184 - mmdet - INFO - Epoch [21][4050/7330] lr: 1.000e-04, eta: 1 day, 8:20:35, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1590, s0.acc: 94.4036, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2253, s1.loss_cls: 0.0726, s1.acc: 94.7462, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0354, s2.acc: 94.7659, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0538, loss: 1.0934 +2025-06-26 16:17:02,434 - mmdet - INFO - Epoch [21][4100/7330] lr: 1.000e-04, eta: 1 day, 8:19:43, time: 1.025, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1615, s0.acc: 94.4004, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2309, s1.loss_cls: 0.0738, s1.acc: 94.7303, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1146, s2.loss_cls: 0.0364, s2.acc: 94.7067, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.1030 +2025-06-26 16:17:53,674 - mmdet - INFO - Epoch [21][4150/7330] lr: 1.000e-04, eta: 1 day, 8:18:51, time: 1.025, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1597, s0.acc: 94.4448, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2256, s1.loss_cls: 0.0732, s1.acc: 94.7807, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0352, s2.acc: 94.8426, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0821 +2025-06-26 16:18:42,225 - mmdet - INFO - Epoch [21][4200/7330] lr: 1.000e-04, eta: 1 day, 8:17:58, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1647, s0.acc: 94.1389, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2311, s1.loss_cls: 0.0757, s1.acc: 94.5078, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1145, s2.loss_cls: 0.0368, s2.acc: 94.5356, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0534, loss: 1.1237 +2025-06-26 16:19:30,935 - mmdet - INFO - Epoch [21][4250/7330] lr: 1.000e-04, eta: 1 day, 8:17:04, time: 0.974, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1589, s0.acc: 94.4531, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2274, s1.loss_cls: 0.0727, s1.acc: 94.7551, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1133, s2.loss_cls: 0.0354, s2.acc: 94.8013, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.0945 +2025-06-26 16:20:19,880 - mmdet - INFO - Epoch [21][4300/7330] lr: 1.000e-04, eta: 1 day, 8:16:11, time: 0.979, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1565, s0.acc: 94.4614, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2295, s1.loss_cls: 0.0730, s1.acc: 94.7555, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1143, s2.loss_cls: 0.0354, s2.acc: 94.7499, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.0962 +2025-06-26 16:21:08,332 - mmdet - INFO - Epoch [21][4350/7330] lr: 1.000e-04, eta: 1 day, 8:15:18, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1608, s0.acc: 94.3811, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2300, s1.loss_cls: 0.0741, s1.acc: 94.7447, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1149, s2.loss_cls: 0.0362, s2.acc: 94.6304, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0536, loss: 1.1053 +2025-06-26 16:22:06,311 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 16:22:06,312 - mmdet - INFO - Epoch [21][4400/7330] lr: 1.000e-04, eta: 1 day, 8:14:31, time: 1.160, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1698, s0.acc: 94.0068, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2314, s1.loss_cls: 0.0781, s1.acc: 94.3269, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1146, s2.loss_cls: 0.0379, s2.acc: 94.3422, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0538, loss: 1.1412 +2025-06-26 16:23:02,076 - mmdet - INFO - Epoch [21][4450/7330] lr: 1.000e-04, eta: 1 day, 8:13:43, time: 1.115, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1586, s0.acc: 94.3955, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2285, s1.loss_cls: 0.0734, s1.acc: 94.6908, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1133, s2.loss_cls: 0.0362, s2.acc: 94.5213, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1020 +2025-06-26 16:23:53,207 - mmdet - INFO - Epoch [21][4500/7330] lr: 1.000e-04, eta: 1 day, 8:12:51, time: 1.023, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1650, s0.acc: 94.2566, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2299, s1.loss_cls: 0.0781, s1.acc: 94.3954, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1146, s2.loss_cls: 0.0370, s2.acc: 94.5239, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0543, loss: 1.1090 +2025-06-26 16:24:44,354 - mmdet - INFO - Epoch [21][4550/7330] lr: 1.000e-04, eta: 1 day, 8:12:00, time: 1.023, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1595, s0.acc: 94.4290, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2325, s1.loss_cls: 0.0731, s1.acc: 94.8099, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1163, s2.loss_cls: 0.0360, s2.acc: 94.6774, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1123 +2025-06-26 16:25:32,815 - mmdet - INFO - Epoch [21][4600/7330] lr: 1.000e-04, eta: 1 day, 8:11:06, time: 0.969, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1613, s0.acc: 94.3716, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2298, s1.loss_cls: 0.0740, s1.acc: 94.6707, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1132, s2.loss_cls: 0.0359, s2.acc: 94.7094, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0532, loss: 1.1012 +2025-06-26 16:26:22,332 - mmdet - INFO - Epoch [21][4650/7330] lr: 1.000e-04, eta: 1 day, 8:10:13, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1642, s0.acc: 94.3162, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2316, s1.loss_cls: 0.0753, s1.acc: 94.5996, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1147, s2.loss_cls: 0.0368, s2.acc: 94.5912, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1155 +2025-06-26 16:27:11,219 - mmdet - INFO - Epoch [21][4700/7330] lr: 1.000e-04, eta: 1 day, 8:09:20, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1620, s0.acc: 94.3196, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2326, s1.loss_cls: 0.0750, s1.acc: 94.6076, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1153, s2.loss_cls: 0.0363, s2.acc: 94.5611, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.1029 +2025-06-26 16:27:59,986 - mmdet - INFO - Epoch [21][4750/7330] lr: 1.000e-04, eta: 1 day, 8:08:27, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1642, s0.acc: 94.2249, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2279, s1.loss_cls: 0.0765, s1.acc: 94.4095, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1142, s2.loss_cls: 0.0370, s2.acc: 94.4186, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1230 +2025-06-26 16:28:54,627 - mmdet - INFO - Epoch [21][4800/7330] lr: 1.000e-04, eta: 1 day, 8:07:38, time: 1.093, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1630, s0.acc: 94.3494, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2235, s1.loss_cls: 0.0750, s1.acc: 94.5775, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1113, s2.loss_cls: 0.0361, s2.acc: 94.6559, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0889 +2025-06-26 16:29:53,452 - mmdet - INFO - Epoch [21][4850/7330] lr: 1.000e-04, eta: 1 day, 8:06:52, time: 1.176, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1673, s0.acc: 94.1816, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2282, s1.loss_cls: 0.0776, s1.acc: 94.4880, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1134, s2.loss_cls: 0.0374, s2.acc: 94.6507, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0536, loss: 1.1245 +2025-06-26 16:30:44,536 - mmdet - INFO - Epoch [21][4900/7330] lr: 1.000e-04, eta: 1 day, 8:06:00, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1661, s0.acc: 94.1609, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2282, s1.loss_cls: 0.0769, s1.acc: 94.4351, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1127, s2.loss_cls: 0.0376, s2.acc: 94.4133, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.1129 +2025-06-26 16:31:33,130 - mmdet - INFO - Epoch [21][4950/7330] lr: 1.000e-04, eta: 1 day, 8:05:06, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1643, s0.acc: 94.2239, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2294, s1.loss_cls: 0.0755, s1.acc: 94.5543, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1155, s2.loss_cls: 0.0364, s2.acc: 94.5259, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1121 +2025-06-26 16:32:24,042 - mmdet - INFO - Epoch [21][5000/7330] lr: 1.000e-04, eta: 1 day, 8:04:15, time: 1.018, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1589, s0.acc: 94.4133, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2194, s1.loss_cls: 0.0727, s1.acc: 94.7193, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1098, s2.loss_cls: 0.0356, s2.acc: 94.6769, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0724 +2025-06-26 16:33:12,833 - mmdet - INFO - Epoch [21][5050/7330] lr: 1.000e-04, eta: 1 day, 8:03:21, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1563, s0.acc: 94.4814, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2270, s1.loss_cls: 0.0718, s1.acc: 94.8225, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1148, s2.loss_cls: 0.0356, s2.acc: 94.7268, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.0981 +2025-06-26 16:34:01,636 - mmdet - INFO - Epoch [21][5100/7330] lr: 1.000e-04, eta: 1 day, 8:02:28, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1616, s0.acc: 94.3140, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2305, s1.loss_cls: 0.0745, s1.acc: 94.7113, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1156, s2.loss_cls: 0.0364, s2.acc: 94.7011, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1043 +2025-06-26 16:34:50,483 - mmdet - INFO - Epoch [21][5150/7330] lr: 1.000e-04, eta: 1 day, 8:01:35, time: 0.977, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1682, s0.acc: 94.0664, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2281, s1.loss_cls: 0.0779, s1.acc: 94.2732, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1137, s2.loss_cls: 0.0382, s2.acc: 94.2884, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1244 +2025-06-26 16:35:38,403 - mmdet - INFO - Epoch [21][5200/7330] lr: 1.000e-04, eta: 1 day, 8:00:41, time: 0.958, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1544, s0.acc: 94.5525, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2234, s1.loss_cls: 0.0707, s1.acc: 94.9083, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1114, s2.loss_cls: 0.0350, s2.acc: 94.7932, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0719 +2025-06-26 16:36:45,235 - mmdet - INFO - Epoch [21][5250/7330] lr: 1.000e-04, eta: 1 day, 8:00:01, time: 1.337, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1545, s0.acc: 94.5625, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2228, s1.loss_cls: 0.0706, s1.acc: 94.8534, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1103, s2.loss_cls: 0.0345, s2.acc: 94.7917, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0676 +2025-06-26 16:37:34,136 - mmdet - INFO - Epoch [21][5300/7330] lr: 1.000e-04, eta: 1 day, 7:59:07, time: 0.978, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1643, s0.acc: 94.2678, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2252, s1.loss_cls: 0.0763, s1.acc: 94.5255, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1126, s2.loss_cls: 0.0370, s2.acc: 94.5242, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1055 +2025-06-26 16:38:25,181 - mmdet - INFO - Epoch [21][5350/7330] lr: 1.000e-04, eta: 1 day, 7:58:16, time: 1.021, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1637, s0.acc: 94.3467, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2345, s1.loss_cls: 0.0757, s1.acc: 94.6222, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1159, s2.loss_cls: 0.0368, s2.acc: 94.5656, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1221 +2025-06-26 16:39:15,862 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 16:39:15,863 - mmdet - INFO - Epoch [21][5400/7330] lr: 1.000e-04, eta: 1 day, 7:57:24, time: 1.014, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1529, s0.acc: 94.6899, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2283, s1.loss_cls: 0.0710, s1.acc: 94.8626, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1150, s2.loss_cls: 0.0349, s2.acc: 94.8257, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0540, loss: 1.0749 +2025-06-26 16:40:04,388 - mmdet - INFO - Epoch [21][5450/7330] lr: 1.000e-04, eta: 1 day, 7:56:30, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1616, s0.acc: 94.2690, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2331, s1.loss_cls: 0.0747, s1.acc: 94.5494, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1157, s2.loss_cls: 0.0363, s2.acc: 94.5109, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1090 +2025-06-26 16:40:53,200 - mmdet - INFO - Epoch [21][5500/7330] lr: 1.000e-04, eta: 1 day, 7:55:37, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1584, s0.acc: 94.4387, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2254, s1.loss_cls: 0.0724, s1.acc: 94.8112, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1128, s2.loss_cls: 0.0350, s2.acc: 94.8507, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.0883 +2025-06-26 16:41:41,097 - mmdet - INFO - Epoch [21][5550/7330] lr: 1.000e-04, eta: 1 day, 7:54:43, time: 0.958, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1567, s0.acc: 94.5417, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2252, s1.loss_cls: 0.0716, s1.acc: 94.8386, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1125, s2.loss_cls: 0.0355, s2.acc: 94.7875, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0532, loss: 1.0636 +2025-06-26 16:42:29,226 - mmdet - INFO - Epoch [21][5600/7330] lr: 1.000e-04, eta: 1 day, 7:53:49, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1531, s0.acc: 94.7136, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2282, s1.loss_cls: 0.0703, s1.acc: 95.0238, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1133, s2.loss_cls: 0.0341, s2.acc: 94.9783, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0724 +2025-06-26 16:43:31,456 - mmdet - INFO - Epoch [21][5650/7330] lr: 1.000e-04, eta: 1 day, 7:53:06, time: 1.245, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1656, s0.acc: 94.2388, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2277, s1.loss_cls: 0.0766, s1.acc: 94.4587, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1127, s2.loss_cls: 0.0374, s2.acc: 94.4079, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.1124 +2025-06-26 16:44:24,779 - mmdet - INFO - Epoch [21][5700/7330] lr: 1.000e-04, eta: 1 day, 7:52:16, time: 1.066, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1649, s0.acc: 94.2029, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2274, s1.loss_cls: 0.0756, s1.acc: 94.5150, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.4296, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.1076 +2025-06-26 16:45:15,945 - mmdet - INFO - Epoch [21][5750/7330] lr: 1.000e-04, eta: 1 day, 7:51:24, time: 1.023, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1582, s0.acc: 94.4546, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2278, s1.loss_cls: 0.0735, s1.acc: 94.7088, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1139, s2.loss_cls: 0.0361, s2.acc: 94.6183, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.0926 +2025-06-26 16:46:06,721 - mmdet - INFO - Epoch [21][5800/7330] lr: 1.000e-04, eta: 1 day, 7:50:32, time: 1.016, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1550, s0.acc: 94.4688, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2264, s1.loss_cls: 0.0723, s1.acc: 94.7338, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1126, s2.loss_cls: 0.0354, s2.acc: 94.6785, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0532, loss: 1.0915 +2025-06-26 16:46:55,289 - mmdet - INFO - Epoch [21][5850/7330] lr: 1.000e-04, eta: 1 day, 7:49:39, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1703, s0.acc: 93.9519, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2353, s1.loss_cls: 0.0784, s1.acc: 94.3015, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1152, s2.loss_cls: 0.0381, s2.acc: 94.3184, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0540, loss: 1.1491 +2025-06-26 16:47:43,915 - mmdet - INFO - Epoch [21][5900/7330] lr: 1.000e-04, eta: 1 day, 7:48:45, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1693, s0.acc: 94.2339, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2351, s1.loss_cls: 0.0801, s1.acc: 94.4075, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1159, s2.loss_cls: 0.0384, s2.acc: 94.4510, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0546, loss: 1.1227 +2025-06-26 16:48:32,064 - mmdet - INFO - Epoch [21][5950/7330] lr: 1.000e-04, eta: 1 day, 7:47:51, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1659, s0.acc: 94.2761, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2275, s1.loss_cls: 0.0764, s1.acc: 94.5957, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1134, s2.loss_cls: 0.0372, s2.acc: 94.5864, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0534, loss: 1.1050 +2025-06-26 16:49:20,378 - mmdet - INFO - Epoch [21][6000/7330] lr: 1.000e-04, eta: 1 day, 7:46:58, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1603, s0.acc: 94.4268, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2288, s1.loss_cls: 0.0740, s1.acc: 94.7087, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1140, s2.loss_cls: 0.0356, s2.acc: 94.6955, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0538, loss: 1.0856 +2025-06-26 16:50:15,037 - mmdet - INFO - Epoch [21][6050/7330] lr: 1.000e-04, eta: 1 day, 7:46:09, time: 1.093, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1606, s0.acc: 94.3813, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2288, s1.loss_cls: 0.0744, s1.acc: 94.6734, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1143, s2.loss_cls: 0.0366, s2.acc: 94.5992, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0938 +2025-06-26 16:51:14,432 - mmdet - INFO - Epoch [21][6100/7330] lr: 1.000e-04, eta: 1 day, 7:45:23, time: 1.189, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1613, s0.acc: 94.3848, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2290, s1.loss_cls: 0.0747, s1.acc: 94.6194, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1144, s2.loss_cls: 0.0369, s2.acc: 94.5924, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1149 +2025-06-26 16:52:05,510 - mmdet - INFO - Epoch [21][6150/7330] lr: 1.000e-04, eta: 1 day, 7:44:31, time: 1.021, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1609, s0.acc: 94.4387, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2276, s1.loss_cls: 0.0734, s1.acc: 94.7521, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1134, s2.loss_cls: 0.0357, s2.acc: 94.7719, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1015 +2025-06-26 16:52:53,967 - mmdet - INFO - Epoch [21][6200/7330] lr: 1.000e-04, eta: 1 day, 7:43:38, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1662, s0.acc: 94.2529, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2320, s1.loss_cls: 0.0761, s1.acc: 94.5886, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1155, s2.loss_cls: 0.0374, s2.acc: 94.5703, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.1257 +2025-06-26 16:53:44,658 - mmdet - INFO - Epoch [21][6250/7330] lr: 1.000e-04, eta: 1 day, 7:42:46, time: 1.014, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1549, s0.acc: 94.4709, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2311, s1.loss_cls: 0.0718, s1.acc: 94.7548, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1155, s2.loss_cls: 0.0350, s2.acc: 94.7166, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0543, loss: 1.0845 +2025-06-26 16:54:33,195 - mmdet - INFO - Epoch [21][6300/7330] lr: 1.000e-04, eta: 1 day, 7:41:52, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1607, s0.acc: 94.3181, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2350, s1.loss_cls: 0.0740, s1.acc: 94.6549, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1158, s2.loss_cls: 0.0366, s2.acc: 94.5459, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0543, loss: 1.1091 +2025-06-26 16:55:21,725 - mmdet - INFO - Epoch [21][6350/7330] lr: 1.000e-04, eta: 1 day, 7:40:59, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1623, s0.acc: 94.3589, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2298, s1.loss_cls: 0.0748, s1.acc: 94.6219, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1137, s2.loss_cls: 0.0362, s2.acc: 94.6341, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1034 +2025-06-26 16:56:10,158 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 16:56:10,158 - mmdet - INFO - Epoch [21][6400/7330] lr: 1.000e-04, eta: 1 day, 7:40:05, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1589, s0.acc: 94.3796, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2261, s1.loss_cls: 0.0746, s1.acc: 94.5839, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1114, s2.loss_cls: 0.0364, s2.acc: 94.5940, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0893 +2025-06-26 16:56:58,971 - mmdet - INFO - Epoch [21][6450/7330] lr: 1.000e-04, eta: 1 day, 7:39:12, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1620, s0.acc: 94.2808, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2346, s1.loss_cls: 0.0745, s1.acc: 94.6140, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1146, s2.loss_cls: 0.0365, s2.acc: 94.5593, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.1071 +2025-06-26 16:58:03,946 - mmdet - INFO - Epoch [21][6500/7330] lr: 1.000e-04, eta: 1 day, 7:38:30, time: 1.299, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1623, s0.acc: 94.3547, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2299, s1.loss_cls: 0.0745, s1.acc: 94.6521, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1153, s2.loss_cls: 0.0363, s2.acc: 94.6351, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0542, loss: 1.1093 +2025-06-26 16:58:52,214 - mmdet - INFO - Epoch [21][6550/7330] lr: 1.000e-04, eta: 1 day, 7:37:37, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1479, s0.acc: 94.7275, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2229, s1.loss_cls: 0.0669, s1.acc: 95.1154, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1106, s2.loss_cls: 0.0329, s2.acc: 95.1475, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0425 +2025-06-26 16:59:43,620 - mmdet - INFO - Epoch [21][6600/7330] lr: 1.000e-04, eta: 1 day, 7:36:45, time: 1.028, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1548, s0.acc: 94.5322, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2221, s1.loss_cls: 0.0710, s1.acc: 94.8280, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1120, s2.loss_cls: 0.0344, s2.acc: 94.8731, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0528, loss: 1.0704 +2025-06-26 17:00:34,587 - mmdet - INFO - Epoch [21][6650/7330] lr: 1.000e-04, eta: 1 day, 7:35:54, time: 1.019, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1622, s0.acc: 94.3799, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2261, s1.loss_cls: 0.0753, s1.acc: 94.6648, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1129, s2.loss_cls: 0.0369, s2.acc: 94.5600, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0534, loss: 1.1056 +2025-06-26 17:01:23,672 - mmdet - INFO - Epoch [21][6700/7330] lr: 1.000e-04, eta: 1 day, 7:35:00, time: 0.982, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1672, s0.acc: 94.0295, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2341, s1.loss_cls: 0.0766, s1.acc: 94.3100, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1165, s2.loss_cls: 0.0377, s2.acc: 94.2589, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1446 +2025-06-26 17:02:11,753 - mmdet - INFO - Epoch [21][6750/7330] lr: 1.000e-04, eta: 1 day, 7:34:07, time: 0.962, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1586, s0.acc: 94.4746, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2326, s1.loss_cls: 0.0735, s1.acc: 94.7638, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1147, s2.loss_cls: 0.0357, s2.acc: 94.7832, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0540, loss: 1.0889 +2025-06-26 17:03:00,166 - mmdet - INFO - Epoch [21][6800/7330] lr: 1.000e-04, eta: 1 day, 7:33:13, time: 0.968, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1625, s0.acc: 94.2822, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2361, s1.loss_cls: 0.0757, s1.acc: 94.5111, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1167, s2.loss_cls: 0.0373, s2.acc: 94.4279, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1326 +2025-06-26 17:03:48,084 - mmdet - INFO - Epoch [21][6850/7330] lr: 1.000e-04, eta: 1 day, 7:32:19, time: 0.959, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1588, s0.acc: 94.5422, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2289, s1.loss_cls: 0.0730, s1.acc: 94.8283, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1129, s2.loss_cls: 0.0357, s2.acc: 94.8232, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0530, loss: 1.0845 +2025-06-26 17:04:46,325 - mmdet - INFO - Epoch [21][6900/7330] lr: 1.000e-04, eta: 1 day, 7:31:33, time: 1.164, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1583, s0.acc: 94.4253, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2329, s1.loss_cls: 0.0738, s1.acc: 94.5748, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1149, s2.loss_cls: 0.0358, s2.acc: 94.5522, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.0991 +2025-06-26 17:05:39,581 - mmdet - INFO - Epoch [21][6950/7330] lr: 1.000e-04, eta: 1 day, 7:30:43, time: 1.066, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1709, s0.acc: 94.0222, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2336, s1.loss_cls: 0.0789, s1.acc: 94.2350, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1160, s2.loss_cls: 0.0382, s2.acc: 94.2144, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1496 +2025-06-26 17:06:30,855 - mmdet - INFO - Epoch [21][7000/7330] lr: 1.000e-04, eta: 1 day, 7:29:51, time: 1.026, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1620, s0.acc: 94.3237, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2315, s1.loss_cls: 0.0752, s1.acc: 94.5643, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1160, s2.loss_cls: 0.0364, s2.acc: 94.6769, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1144 +2025-06-26 17:07:22,229 - mmdet - INFO - Epoch [21][7050/7330] lr: 1.000e-04, eta: 1 day, 7:29:00, time: 1.027, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1670, s0.acc: 94.1846, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2263, s1.loss_cls: 0.0774, s1.acc: 94.4540, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1135, s2.loss_cls: 0.0384, s2.acc: 94.3533, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1248 +2025-06-26 17:08:10,697 - mmdet - INFO - Epoch [21][7100/7330] lr: 1.000e-04, eta: 1 day, 7:28:06, time: 0.970, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1642, s0.acc: 94.3169, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2270, s1.loss_cls: 0.0773, s1.acc: 94.5480, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1130, s2.loss_cls: 0.0380, s2.acc: 94.4536, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0998 +2025-06-26 17:08:59,075 - mmdet - INFO - Epoch [21][7150/7330] lr: 1.000e-04, eta: 1 day, 7:27:13, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1601, s0.acc: 94.3936, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2309, s1.loss_cls: 0.0744, s1.acc: 94.6835, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1147, s2.loss_cls: 0.0360, s2.acc: 94.7022, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.0987 +2025-06-26 17:09:47,570 - mmdet - INFO - Epoch [21][7200/7330] lr: 1.000e-04, eta: 1 day, 7:26:19, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1550, s0.acc: 94.6050, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2276, s1.loss_cls: 0.0721, s1.acc: 94.8730, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1140, s2.loss_cls: 0.0352, s2.acc: 94.8383, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0539, loss: 1.0778 +2025-06-26 17:10:35,608 - mmdet - INFO - Epoch [21][7250/7330] lr: 1.000e-04, eta: 1 day, 7:25:25, time: 0.961, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1617, s0.acc: 94.3777, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2293, s1.loss_cls: 0.0740, s1.acc: 94.7158, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1146, s2.loss_cls: 0.0357, s2.acc: 94.6946, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0541, loss: 1.0998 +2025-06-26 17:11:29,290 - mmdet - INFO - Epoch [21][7300/7330] lr: 1.000e-04, eta: 1 day, 7:24:35, time: 1.073, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1587, s0.acc: 94.3933, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2278, s1.loss_cls: 0.0729, s1.acc: 94.6887, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1138, s2.loss_cls: 0.0354, s2.acc: 94.7230, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.0957 +2025-06-26 17:12:20,549 - mmdet - INFO - Saving checkpoint at 21 epochs +2025-06-26 17:15:34,591 - mmdet - INFO - Evaluating bbox... +2025-06-26 17:16:06,919 - mmdet - INFO - Evaluating segm... +2025-06-26 17:16:42,381 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 17:16:42,381 - mmdet - INFO - Epoch(val) [21][7330] bbox_mAP: 0.4720, bbox_mAP_50: 0.6580, bbox_mAP_75: 0.5160, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.5030, bbox_mAP_l: 0.6280, bbox_mAP_copypaste: 0.472 0.658 0.516 0.304 0.503 0.628, segm_mAP: 0.4060, segm_mAP_50: 0.6310, segm_mAP_75: 0.4380, segm_mAP_s: 0.2390, segm_mAP_m: 0.4420, segm_mAP_l: 0.5620, segm_mAP_copypaste: 0.406 0.631 0.438 0.239 0.442 0.562 +2025-06-26 17:18:47,907 - mmdet - INFO - Epoch [22][50/7330] lr: 1.000e-04, eta: 1 day, 7:23:44, time: 2.510, data_time: 1.486, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1549, s0.acc: 94.5837, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2269, s1.loss_cls: 0.0708, s1.acc: 94.9949, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1130, s2.loss_cls: 0.0342, s2.acc: 94.9263, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0531, loss: 1.0665 +2025-06-26 17:19:40,476 - mmdet - INFO - Epoch [22][100/7330] lr: 1.000e-04, eta: 1 day, 7:22:53, time: 1.051, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1610, s0.acc: 94.2795, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2243, s1.loss_cls: 0.0746, s1.acc: 94.5684, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1121, s2.loss_cls: 0.0360, s2.acc: 94.6239, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.0949 +2025-06-26 17:20:32,611 - mmdet - INFO - Epoch [22][150/7330] lr: 1.000e-04, eta: 1 day, 7:22:03, time: 1.043, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1509, s0.acc: 94.7380, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2309, s1.loss_cls: 0.0694, s1.acc: 95.0547, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1156, s2.loss_cls: 0.0340, s2.acc: 94.9218, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0546, loss: 1.0798 +2025-06-26 17:21:24,906 - mmdet - INFO - Epoch [22][200/7330] lr: 1.000e-04, eta: 1 day, 7:21:12, time: 1.046, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1563, s0.acc: 94.4121, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2297, s1.loss_cls: 0.0716, s1.acc: 94.7211, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1157, s2.loss_cls: 0.0350, s2.acc: 94.7506, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1044 +2025-06-26 17:22:17,151 - mmdet - INFO - Epoch [22][250/7330] lr: 1.000e-04, eta: 1 day, 7:20:21, time: 1.045, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1586, s0.acc: 94.3940, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2310, s1.loss_cls: 0.0735, s1.acc: 94.6909, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1154, s2.loss_cls: 0.0358, s2.acc: 94.6988, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0542, loss: 1.0985 +2025-06-26 17:23:12,627 - mmdet - INFO - Epoch [22][300/7330] lr: 1.000e-04, eta: 1 day, 7:19:30, time: 1.050, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1600, s0.acc: 94.4216, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2250, s1.loss_cls: 0.0734, s1.acc: 94.8075, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1119, s2.loss_cls: 0.0358, s2.acc: 94.7293, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0927 +2025-06-26 17:24:16,738 - mmdet - INFO - Epoch [22][350/7330] lr: 1.000e-04, eta: 1 day, 7:18:50, time: 1.342, data_time: 0.087, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1532, s0.acc: 94.6047, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2235, s1.loss_cls: 0.0697, s1.acc: 95.0174, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1124, s2.loss_cls: 0.0341, s2.acc: 95.0277, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0532, loss: 1.0620 +2025-06-26 17:25:06,751 - mmdet - INFO - Epoch [22][400/7330] lr: 1.000e-04, eta: 1 day, 7:17:58, time: 1.000, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1488, s0.acc: 94.6150, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2241, s1.loss_cls: 0.0680, s1.acc: 94.9610, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1113, s2.loss_cls: 0.0336, s2.acc: 94.9067, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0669 +2025-06-26 17:25:59,523 - mmdet - INFO - Epoch [22][450/7330] lr: 1.000e-04, eta: 1 day, 7:17:07, time: 1.056, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1571, s0.acc: 94.4661, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2302, s1.loss_cls: 0.0724, s1.acc: 94.7427, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1154, s2.loss_cls: 0.0350, s2.acc: 94.7394, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0546, loss: 1.0949 +2025-06-26 17:26:50,684 - mmdet - INFO - Epoch [22][500/7330] lr: 1.000e-04, eta: 1 day, 7:16:15, time: 1.023, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1595, s0.acc: 94.3623, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2302, s1.loss_cls: 0.0739, s1.acc: 94.6063, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1137, s2.loss_cls: 0.0356, s2.acc: 94.6074, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0534, loss: 1.0914 +2025-06-26 17:27:40,330 - mmdet - INFO - Epoch [22][550/7330] lr: 1.000e-04, eta: 1 day, 7:15:23, time: 0.993, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1473, s0.acc: 94.8098, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2242, s1.loss_cls: 0.0669, s1.acc: 95.1957, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1119, s2.loss_cls: 0.0322, s2.acc: 95.2342, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0526, loss: 1.0396 +2025-06-26 17:28:30,999 - mmdet - INFO - Epoch [22][600/7330] lr: 1.000e-04, eta: 1 day, 7:14:31, time: 1.013, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1536, s0.acc: 94.5020, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2290, s1.loss_cls: 0.0703, s1.acc: 94.8714, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1142, s2.loss_cls: 0.0345, s2.acc: 94.7977, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0538, loss: 1.0917 +2025-06-26 17:29:21,074 - mmdet - INFO - Epoch [22][650/7330] lr: 1.000e-04, eta: 1 day, 7:13:38, time: 1.001, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1550, s0.acc: 94.4919, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2274, s1.loss_cls: 0.0700, s1.acc: 94.9507, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1124, s2.loss_cls: 0.0342, s2.acc: 94.9233, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0760 +2025-06-26 17:30:12,650 - mmdet - INFO - Epoch [22][700/7330] lr: 1.000e-04, eta: 1 day, 7:12:47, time: 1.032, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1564, s0.acc: 94.5654, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2255, s1.loss_cls: 0.0712, s1.acc: 94.9418, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1120, s2.loss_cls: 0.0345, s2.acc: 94.8444, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0682 +2025-06-26 17:31:13,687 - mmdet - INFO - Epoch [22][750/7330] lr: 1.000e-04, eta: 1 day, 7:12:02, time: 1.221, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1555, s0.acc: 94.4895, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2253, s1.loss_cls: 0.0709, s1.acc: 94.8070, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1116, s2.loss_cls: 0.0347, s2.acc: 94.8750, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0527, loss: 1.0739 +2025-06-26 17:32:06,821 - mmdet - INFO - Epoch [22][800/7330] lr: 1.000e-04, eta: 1 day, 7:11:12, time: 1.063, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1482, s0.acc: 94.7358, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2218, s1.loss_cls: 0.0677, s1.acc: 95.0335, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1109, s2.loss_cls: 0.0334, s2.acc: 94.9761, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0549 +2025-06-26 17:32:58,668 - mmdet - INFO - Epoch [22][850/7330] lr: 1.000e-04, eta: 1 day, 7:10:21, time: 1.037, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1508, s0.acc: 94.7219, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2245, s1.loss_cls: 0.0675, s1.acc: 95.1057, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1118, s2.loss_cls: 0.0328, s2.acc: 95.1205, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0528, loss: 1.0601 +2025-06-26 17:33:47,937 - mmdet - INFO - Epoch [22][900/7330] lr: 1.000e-04, eta: 1 day, 7:09:28, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1591, s0.acc: 94.3337, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2316, s1.loss_cls: 0.0727, s1.acc: 94.6900, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1147, s2.loss_cls: 0.0359, s2.acc: 94.5448, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0543, loss: 1.1160 +2025-06-26 17:34:37,035 - mmdet - INFO - Epoch [22][950/7330] lr: 1.000e-04, eta: 1 day, 7:08:35, time: 0.981, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1536, s0.acc: 94.6875, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2209, s1.loss_cls: 0.0705, s1.acc: 95.0107, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1106, s2.loss_cls: 0.0345, s2.acc: 94.9661, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0527, loss: 1.0649 +2025-06-26 17:35:26,086 - mmdet - INFO - Epoch [22][1000/7330] lr: 1.000e-04, eta: 1 day, 7:07:42, time: 0.982, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1495, s0.acc: 94.7937, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2246, s1.loss_cls: 0.0692, s1.acc: 95.0490, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1133, s2.loss_cls: 0.0339, s2.acc: 95.0042, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0533, loss: 1.0733 +2025-06-26 17:36:15,605 - mmdet - INFO - Epoch [22][1050/7330] lr: 1.000e-04, eta: 1 day, 7:06:49, time: 0.990, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1540, s0.acc: 94.5149, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2319, s1.loss_cls: 0.0710, s1.acc: 94.7808, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1159, s2.loss_cls: 0.0346, s2.acc: 94.7610, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.0956 +2025-06-26 17:37:06,634 - mmdet - INFO - Epoch [22][1100/7330] lr: 1.000e-04, eta: 1 day, 7:05:57, time: 1.021, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1518, s0.acc: 94.5747, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2300, s1.loss_cls: 0.0702, s1.acc: 94.7929, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1153, s2.loss_cls: 0.0342, s2.acc: 94.8488, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0545, loss: 1.0760 +2025-06-26 17:38:03,488 - mmdet - INFO - Epoch [22][1150/7330] lr: 1.000e-04, eta: 1 day, 7:05:10, time: 1.137, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1582, s0.acc: 94.3938, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2299, s1.loss_cls: 0.0729, s1.acc: 94.7230, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1150, s2.loss_cls: 0.0353, s2.acc: 94.7338, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.0965 +2025-06-26 17:38:58,018 - mmdet - INFO - Epoch [22][1200/7330] lr: 1.000e-04, eta: 1 day, 7:04:21, time: 1.091, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1565, s0.acc: 94.3755, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2302, s1.loss_cls: 0.0723, s1.acc: 94.7381, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1155, s2.loss_cls: 0.0362, s2.acc: 94.6113, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1124 +2025-06-26 17:39:49,624 - mmdet - INFO - Epoch [22][1250/7330] lr: 1.000e-04, eta: 1 day, 7:03:29, time: 1.032, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1593, s0.acc: 94.4712, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2263, s1.loss_cls: 0.0733, s1.acc: 94.8170, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1124, s2.loss_cls: 0.0350, s2.acc: 94.8480, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0968 +2025-06-26 17:40:38,605 - mmdet - INFO - Epoch [22][1300/7330] lr: 1.000e-04, eta: 1 day, 7:02:36, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1549, s0.acc: 94.4626, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2316, s1.loss_cls: 0.0712, s1.acc: 94.7870, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1150, s2.loss_cls: 0.0342, s2.acc: 94.8822, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0543, loss: 1.0926 +2025-06-26 17:41:27,518 - mmdet - INFO - Epoch [22][1350/7330] lr: 1.000e-04, eta: 1 day, 7:01:43, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1526, s0.acc: 94.6938, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2262, s1.loss_cls: 0.0708, s1.acc: 94.9424, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1124, s2.loss_cls: 0.0346, s2.acc: 94.9612, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0702 +2025-06-26 17:42:16,353 - mmdet - INFO - Epoch [22][1400/7330] lr: 1.000e-04, eta: 1 day, 7:00:50, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1596, s0.acc: 94.4756, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2289, s1.loss_cls: 0.0729, s1.acc: 94.7923, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1133, s2.loss_cls: 0.0352, s2.acc: 94.7721, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0921 +2025-06-26 17:43:05,543 - mmdet - INFO - Epoch [22][1450/7330] lr: 1.000e-04, eta: 1 day, 6:59:57, time: 0.984, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1604, s0.acc: 94.2612, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2318, s1.loss_cls: 0.0746, s1.acc: 94.6058, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1151, s2.loss_cls: 0.0360, s2.acc: 94.6211, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0542, loss: 1.1110 +2025-06-26 17:43:58,586 - mmdet - INFO - Epoch [22][1500/7330] lr: 1.000e-04, eta: 1 day, 6:59:06, time: 1.061, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1528, s0.acc: 94.4956, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2280, s1.loss_cls: 0.0699, s1.acc: 94.8940, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1132, s2.loss_cls: 0.0343, s2.acc: 94.8316, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0536, loss: 1.0871 +2025-06-26 17:44:50,236 - mmdet - INFO - Epoch [22][1550/7330] lr: 1.000e-04, eta: 1 day, 6:58:15, time: 1.033, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1597, s0.acc: 94.4138, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2269, s1.loss_cls: 0.0731, s1.acc: 94.8160, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1126, s2.loss_cls: 0.0352, s2.acc: 94.7975, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0531, loss: 1.0880 +2025-06-26 17:45:49,877 - mmdet - INFO - Epoch [22][1600/7330] lr: 1.000e-04, eta: 1 day, 6:57:29, time: 1.192, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1566, s0.acc: 94.5093, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2302, s1.loss_cls: 0.0721, s1.acc: 94.8135, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1136, s2.loss_cls: 0.0352, s2.acc: 94.7935, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0538, loss: 1.0873 +2025-06-26 17:46:38,727 - mmdet - INFO - Epoch [22][1650/7330] lr: 1.000e-04, eta: 1 day, 6:56:36, time: 0.977, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1578, s0.acc: 94.4441, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2277, s1.loss_cls: 0.0726, s1.acc: 94.7470, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1142, s2.loss_cls: 0.0358, s2.acc: 94.6787, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.0989 +2025-06-26 17:47:30,640 - mmdet - INFO - Epoch [22][1700/7330] lr: 1.000e-04, eta: 1 day, 6:55:45, time: 1.038, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1597, s0.acc: 94.3628, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2293, s1.loss_cls: 0.0732, s1.acc: 94.7750, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1136, s2.loss_cls: 0.0356, s2.acc: 94.8563, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0538, loss: 1.1122 +2025-06-26 17:48:19,862 - mmdet - INFO - Epoch [22][1750/7330] lr: 1.000e-04, eta: 1 day, 6:54:52, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1670, s0.acc: 94.1147, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2290, s1.loss_cls: 0.0766, s1.acc: 94.4709, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1137, s2.loss_cls: 0.0378, s2.acc: 94.3664, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0538, loss: 1.1249 +2025-06-26 17:49:09,286 - mmdet - INFO - Epoch [22][1800/7330] lr: 1.000e-04, eta: 1 day, 6:53:59, time: 0.988, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1568, s0.acc: 94.4438, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2256, s1.loss_cls: 0.0726, s1.acc: 94.7569, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1131, s2.loss_cls: 0.0356, s2.acc: 94.6260, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0834 +2025-06-26 17:49:58,940 - mmdet - INFO - Epoch [22][1850/7330] lr: 1.000e-04, eta: 1 day, 6:53:07, time: 0.993, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1649, s0.acc: 94.2209, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2306, s1.loss_cls: 0.0761, s1.acc: 94.4945, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1145, s2.loss_cls: 0.0378, s2.acc: 94.4196, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0543, loss: 1.1200 +2025-06-26 17:50:50,955 - mmdet - INFO - Epoch [22][1900/7330] lr: 1.000e-04, eta: 1 day, 6:52:16, time: 1.040, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1639, s0.acc: 94.2771, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2287, s1.loss_cls: 0.0749, s1.acc: 94.6842, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1140, s2.loss_cls: 0.0364, s2.acc: 94.5638, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1133 +2025-06-26 17:51:40,510 - mmdet - INFO - Epoch [22][1950/7330] lr: 1.000e-04, eta: 1 day, 6:51:23, time: 0.991, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1558, s0.acc: 94.4895, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2262, s1.loss_cls: 0.0726, s1.acc: 94.6904, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1137, s2.loss_cls: 0.0357, s2.acc: 94.6140, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.0926 +2025-06-26 17:52:46,592 - mmdet - INFO - Epoch [22][2000/7330] lr: 1.000e-04, eta: 1 day, 6:50:40, time: 1.271, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1616, s0.acc: 94.2891, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2332, s1.loss_cls: 0.0745, s1.acc: 94.5895, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1167, s2.loss_cls: 0.0362, s2.acc: 94.5501, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0550, loss: 1.1142 +2025-06-26 17:53:36,420 - mmdet - INFO - Epoch [22][2050/7330] lr: 1.000e-04, eta: 1 day, 6:49:49, time: 1.047, data_time: 0.081, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1666, s0.acc: 94.1924, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2321, s1.loss_cls: 0.0777, s1.acc: 94.4167, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1143, s2.loss_cls: 0.0378, s2.acc: 94.4367, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0540, loss: 1.1240 +2025-06-26 17:54:27,537 - mmdet - INFO - Epoch [22][2100/7330] lr: 1.000e-04, eta: 1 day, 6:48:57, time: 1.022, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1571, s0.acc: 94.3994, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2259, s1.loss_cls: 0.0721, s1.acc: 94.6961, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1115, s2.loss_cls: 0.0352, s2.acc: 94.7344, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0825 +2025-06-26 17:55:16,587 - mmdet - INFO - Epoch [22][2150/7330] lr: 1.000e-04, eta: 1 day, 6:48:04, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1641, s0.acc: 94.1770, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2312, s1.loss_cls: 0.0761, s1.acc: 94.4933, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1162, s2.loss_cls: 0.0370, s2.acc: 94.4932, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1267 +2025-06-26 17:56:05,571 - mmdet - INFO - Epoch [22][2200/7330] lr: 1.000e-04, eta: 1 day, 6:47:11, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1604, s0.acc: 94.3865, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2307, s1.loss_cls: 0.0740, s1.acc: 94.7082, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1145, s2.loss_cls: 0.0356, s2.acc: 94.7074, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0542, loss: 1.1024 +2025-06-26 17:56:54,554 - mmdet - INFO - Epoch [22][2250/7330] lr: 1.000e-04, eta: 1 day, 6:46:18, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1613, s0.acc: 94.3477, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2268, s1.loss_cls: 0.0742, s1.acc: 94.6540, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1129, s2.loss_cls: 0.0355, s2.acc: 94.8302, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0987 +2025-06-26 17:57:43,470 - mmdet - INFO - Epoch [22][2300/7330] lr: 1.000e-04, eta: 1 day, 6:45:25, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1636, s0.acc: 94.2607, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2350, s1.loss_cls: 0.0747, s1.acc: 94.6582, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1159, s2.loss_cls: 0.0361, s2.acc: 94.6385, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0545, loss: 1.1204 +2025-06-26 17:58:35,218 - mmdet - INFO - Epoch [22][2350/7330] lr: 1.000e-04, eta: 1 day, 6:44:34, time: 1.035, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1682, s0.acc: 94.1682, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2314, s1.loss_cls: 0.0770, s1.acc: 94.5427, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1150, s2.loss_cls: 0.0376, s2.acc: 94.4911, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0537, loss: 1.1334 +2025-06-26 17:59:31,926 - mmdet - INFO - Epoch [22][2400/7330] lr: 1.000e-04, eta: 1 day, 6:43:46, time: 1.134, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1596, s0.acc: 94.2095, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2336, s1.loss_cls: 0.0739, s1.acc: 94.5348, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1161, s2.loss_cls: 0.0362, s2.acc: 94.5038, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1228 +2025-06-26 18:00:28,839 - mmdet - INFO - Epoch [22][2450/7330] lr: 1.000e-04, eta: 1 day, 6:42:58, time: 1.138, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1550, s0.acc: 94.4441, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2274, s1.loss_cls: 0.0714, s1.acc: 94.7008, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1152, s2.loss_cls: 0.0349, s2.acc: 94.7601, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.0949 +2025-06-26 18:01:20,399 - mmdet - INFO - Epoch [22][2500/7330] lr: 1.000e-04, eta: 1 day, 6:42:07, time: 1.031, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1535, s0.acc: 94.5845, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2250, s1.loss_cls: 0.0711, s1.acc: 94.8479, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1130, s2.loss_cls: 0.0350, s2.acc: 94.7868, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0783 +2025-06-26 18:02:09,719 - mmdet - INFO - Epoch [22][2550/7330] lr: 1.000e-04, eta: 1 day, 6:41:14, time: 0.986, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1657, s0.acc: 94.0554, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2297, s1.loss_cls: 0.0778, s1.acc: 94.3772, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1150, s2.loss_cls: 0.0374, s2.acc: 94.3384, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0540, loss: 1.1387 +2025-06-26 18:02:58,425 - mmdet - INFO - Epoch [22][2600/7330] lr: 1.000e-04, eta: 1 day, 6:40:21, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1618, s0.acc: 94.3716, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2277, s1.loss_cls: 0.0738, s1.acc: 94.7360, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1144, s2.loss_cls: 0.0367, s2.acc: 94.6276, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1082 +2025-06-26 18:03:47,452 - mmdet - INFO - Epoch [22][2650/7330] lr: 1.000e-04, eta: 1 day, 6:39:28, time: 0.981, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1613, s0.acc: 94.4255, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2248, s1.loss_cls: 0.0745, s1.acc: 94.7675, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1127, s2.loss_cls: 0.0359, s2.acc: 94.7936, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0898 +2025-06-26 18:04:36,711 - mmdet - INFO - Epoch [22][2700/7330] lr: 1.000e-04, eta: 1 day, 6:38:35, time: 0.985, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1598, s0.acc: 94.3218, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2271, s1.loss_cls: 0.0740, s1.acc: 94.5961, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1133, s2.loss_cls: 0.0361, s2.acc: 94.5796, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.0928 +2025-06-26 18:05:28,320 - mmdet - INFO - Epoch [22][2750/7330] lr: 1.000e-04, eta: 1 day, 6:37:43, time: 1.033, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1568, s0.acc: 94.5093, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2297, s1.loss_cls: 0.0710, s1.acc: 94.8883, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1158, s2.loss_cls: 0.0351, s2.acc: 94.7772, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0546, loss: 1.0959 +2025-06-26 18:06:19,932 - mmdet - INFO - Epoch [22][2800/7330] lr: 1.000e-04, eta: 1 day, 6:36:52, time: 1.032, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1650, s0.acc: 94.2185, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2293, s1.loss_cls: 0.0767, s1.acc: 94.4349, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.5562, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1227 +2025-06-26 18:07:21,050 - mmdet - INFO - Epoch [22][2850/7330] lr: 1.000e-04, eta: 1 day, 6:36:07, time: 1.222, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1575, s0.acc: 94.4958, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2287, s1.loss_cls: 0.0730, s1.acc: 94.7110, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1146, s2.loss_cls: 0.0358, s2.acc: 94.7810, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0897 +2025-06-26 18:08:09,536 - mmdet - INFO - Epoch [22][2900/7330] lr: 1.000e-04, eta: 1 day, 6:35:14, time: 0.970, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1571, s0.acc: 94.4028, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2298, s1.loss_cls: 0.0731, s1.acc: 94.6518, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1147, s2.loss_cls: 0.0354, s2.acc: 94.7218, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0542, loss: 1.0960 +2025-06-26 18:09:00,302 - mmdet - INFO - Epoch [22][2950/7330] lr: 1.000e-04, eta: 1 day, 6:34:22, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1534, s0.acc: 94.6016, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2252, s1.loss_cls: 0.0712, s1.acc: 94.8627, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1132, s2.loss_cls: 0.0340, s2.acc: 94.9593, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0813 +2025-06-26 18:09:49,124 - mmdet - INFO - Epoch [22][3000/7330] lr: 1.000e-04, eta: 1 day, 6:33:29, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1601, s0.acc: 94.3071, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2288, s1.loss_cls: 0.0750, s1.acc: 94.5623, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1127, s2.loss_cls: 0.0368, s2.acc: 94.5744, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0982 +2025-06-26 18:10:38,466 - mmdet - INFO - Epoch [22][3050/7330] lr: 1.000e-04, eta: 1 day, 6:32:36, time: 0.986, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1642, s0.acc: 94.3098, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2275, s1.loss_cls: 0.0758, s1.acc: 94.5532, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.6172, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0525, loss: 1.1064 +2025-06-26 18:11:27,594 - mmdet - INFO - Epoch [22][3100/7330] lr: 1.000e-04, eta: 1 day, 6:31:43, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1618, s0.acc: 94.3250, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2221, s1.loss_cls: 0.0750, s1.acc: 94.6099, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1107, s2.loss_cls: 0.0368, s2.acc: 94.5843, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0523, loss: 1.0908 +2025-06-26 18:12:20,260 - mmdet - INFO - Epoch [22][3150/7330] lr: 1.000e-04, eta: 1 day, 6:30:52, time: 1.053, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1574, s0.acc: 94.4280, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2291, s1.loss_cls: 0.0721, s1.acc: 94.7547, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1143, s2.loss_cls: 0.0353, s2.acc: 94.6660, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1025 +2025-06-26 18:13:08,803 - mmdet - INFO - Epoch [22][3200/7330] lr: 1.000e-04, eta: 1 day, 6:29:59, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1595, s0.acc: 94.3914, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2238, s1.loss_cls: 0.0741, s1.acc: 94.5933, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1112, s2.loss_cls: 0.0362, s2.acc: 94.6174, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0879 +2025-06-26 18:14:12,410 - mmdet - INFO - Epoch [22][3250/7330] lr: 1.000e-04, eta: 1 day, 6:29:16, time: 1.272, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1629, s0.acc: 94.2678, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2227, s1.loss_cls: 0.0748, s1.acc: 94.5976, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1118, s2.loss_cls: 0.0369, s2.acc: 94.5208, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0901 +2025-06-26 18:15:01,272 - mmdet - INFO - Epoch [22][3300/7330] lr: 1.000e-04, eta: 1 day, 6:28:23, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1638, s0.acc: 94.3064, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2332, s1.loss_cls: 0.0751, s1.acc: 94.6612, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1160, s2.loss_cls: 0.0370, s2.acc: 94.5644, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0548, loss: 1.1250 +2025-06-26 18:15:52,263 - mmdet - INFO - Epoch [22][3350/7330] lr: 1.000e-04, eta: 1 day, 6:27:31, time: 1.020, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1613, s0.acc: 94.3086, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2290, s1.loss_cls: 0.0745, s1.acc: 94.6369, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1142, s2.loss_cls: 0.0364, s2.acc: 94.6436, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0538, loss: 1.1010 +2025-06-26 18:16:41,542 - mmdet - INFO - Epoch [22][3400/7330] lr: 1.000e-04, eta: 1 day, 6:26:38, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1696, s0.acc: 94.0825, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2323, s1.loss_cls: 0.0786, s1.acc: 94.4408, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1149, s2.loss_cls: 0.0381, s2.acc: 94.4486, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1287 +2025-06-26 18:17:29,615 - mmdet - INFO - Epoch [22][3450/7330] lr: 1.000e-04, eta: 1 day, 6:25:44, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1588, s0.acc: 94.4421, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2244, s1.loss_cls: 0.0728, s1.acc: 94.7597, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1123, s2.loss_cls: 0.0357, s2.acc: 94.7560, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0763 +2025-06-26 18:18:18,915 - mmdet - INFO - Epoch [22][3500/7330] lr: 1.000e-04, eta: 1 day, 6:24:51, time: 0.986, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1715, s0.acc: 94.0442, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2312, s1.loss_cls: 0.0786, s1.acc: 94.3234, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1148, s2.loss_cls: 0.0379, s2.acc: 94.3565, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0541, loss: 1.1332 +2025-06-26 18:19:07,839 - mmdet - INFO - Epoch [22][3550/7330] lr: 1.000e-04, eta: 1 day, 6:23:58, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1642, s0.acc: 94.1958, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2317, s1.loss_cls: 0.0757, s1.acc: 94.5275, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1146, s2.loss_cls: 0.0372, s2.acc: 94.4683, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0537, loss: 1.1134 +2025-06-26 18:19:59,718 - mmdet - INFO - Epoch [22][3600/7330] lr: 1.000e-04, eta: 1 day, 6:23:07, time: 1.038, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1635, s0.acc: 94.1711, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2267, s1.loss_cls: 0.0759, s1.acc: 94.4727, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.4801, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0533, loss: 1.1129 +2025-06-26 18:20:57,812 - mmdet - INFO - Epoch [22][3650/7330] lr: 1.000e-04, eta: 1 day, 6:22:20, time: 1.162, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1618, s0.acc: 94.2883, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2317, s1.loss_cls: 0.0751, s1.acc: 94.5661, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1151, s2.loss_cls: 0.0364, s2.acc: 94.5567, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1137 +2025-06-26 18:21:55,213 - mmdet - INFO - Epoch [22][3700/7330] lr: 1.000e-04, eta: 1 day, 6:21:33, time: 1.148, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1559, s0.acc: 94.5530, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2279, s1.loss_cls: 0.0716, s1.acc: 94.8016, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1141, s2.loss_cls: 0.0356, s2.acc: 94.7454, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0807 +2025-06-26 18:22:46,460 - mmdet - INFO - Epoch [22][3750/7330] lr: 1.000e-04, eta: 1 day, 6:20:41, time: 1.024, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1598, s0.acc: 94.3706, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2351, s1.loss_cls: 0.0751, s1.acc: 94.6466, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1168, s2.loss_cls: 0.0369, s2.acc: 94.5354, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0550, loss: 1.1103 +2025-06-26 18:23:36,057 - mmdet - INFO - Epoch [22][3800/7330] lr: 1.000e-04, eta: 1 day, 6:19:49, time: 0.992, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1618, s0.acc: 94.1733, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2331, s1.loss_cls: 0.0761, s1.acc: 94.4557, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1172, s2.loss_cls: 0.0375, s2.acc: 94.4054, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0552, loss: 1.1359 +2025-06-26 18:24:25,051 - mmdet - INFO - Epoch [22][3850/7330] lr: 1.000e-04, eta: 1 day, 6:18:56, time: 0.980, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1655, s0.acc: 94.1406, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2348, s1.loss_cls: 0.0769, s1.acc: 94.4373, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1169, s2.loss_cls: 0.0373, s2.acc: 94.5390, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0550, loss: 1.1337 +2025-06-26 18:25:13,491 - mmdet - INFO - Epoch [22][3900/7330] lr: 1.000e-04, eta: 1 day, 6:18:02, time: 0.969, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1606, s0.acc: 94.4143, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2292, s1.loss_cls: 0.0745, s1.acc: 94.6831, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1150, s2.loss_cls: 0.0363, s2.acc: 94.6800, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.0988 +2025-06-26 18:26:02,570 - mmdet - INFO - Epoch [22][3950/7330] lr: 1.000e-04, eta: 1 day, 6:17:09, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1609, s0.acc: 94.2693, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2303, s1.loss_cls: 0.0749, s1.acc: 94.5483, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1151, s2.loss_cls: 0.0369, s2.acc: 94.5015, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0541, loss: 1.1155 +2025-06-26 18:26:54,611 - mmdet - INFO - Epoch [22][4000/7330] lr: 1.000e-04, eta: 1 day, 6:16:18, time: 1.041, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1586, s0.acc: 94.4343, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2283, s1.loss_cls: 0.0741, s1.acc: 94.6684, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0364, s2.acc: 94.6225, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0980 +2025-06-26 18:27:46,272 - mmdet - INFO - Epoch [22][4050/7330] lr: 1.000e-04, eta: 1 day, 6:15:27, time: 1.033, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1611, s0.acc: 94.3557, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2243, s1.loss_cls: 0.0750, s1.acc: 94.6449, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1121, s2.loss_cls: 0.0361, s2.acc: 94.7716, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0869 +2025-06-26 18:28:48,644 - mmdet - INFO - Epoch [22][4100/7330] lr: 1.000e-04, eta: 1 day, 6:14:43, time: 1.247, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1546, s0.acc: 94.4851, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2209, s1.loss_cls: 0.0718, s1.acc: 94.7561, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1096, s2.loss_cls: 0.0350, s2.acc: 94.6641, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0520, loss: 1.0625 +2025-06-26 18:29:37,919 - mmdet - INFO - Epoch [22][4150/7330] lr: 1.000e-04, eta: 1 day, 6:13:50, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1726, s0.acc: 93.9553, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2289, s1.loss_cls: 0.0797, s1.acc: 94.2529, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1142, s2.loss_cls: 0.0386, s2.acc: 94.2155, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1362 +2025-06-26 18:30:29,891 - mmdet - INFO - Epoch [22][4200/7330] lr: 1.000e-04, eta: 1 day, 6:12:59, time: 1.039, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1699, s0.acc: 94.1309, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2267, s1.loss_cls: 0.0786, s1.acc: 94.4054, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1134, s2.loss_cls: 0.0385, s2.acc: 94.3947, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0534, loss: 1.1247 +2025-06-26 18:31:17,963 - mmdet - INFO - Epoch [22][4250/7330] lr: 1.000e-04, eta: 1 day, 6:12:05, time: 0.961, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1477, s0.acc: 94.7996, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2214, s1.loss_cls: 0.0680, s1.acc: 95.0556, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1120, s2.loss_cls: 0.0328, s2.acc: 95.1253, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0527, loss: 1.0434 +2025-06-26 18:32:06,459 - mmdet - INFO - Epoch [22][4300/7330] lr: 1.000e-04, eta: 1 day, 6:11:12, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1681, s0.acc: 94.1387, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2268, s1.loss_cls: 0.0769, s1.acc: 94.4848, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1131, s2.loss_cls: 0.0376, s2.acc: 94.4765, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0533, loss: 1.1122 +2025-06-26 18:32:55,564 - mmdet - INFO - Epoch [22][4350/7330] lr: 1.000e-04, eta: 1 day, 6:10:19, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1656, s0.acc: 94.1221, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2247, s1.loss_cls: 0.0766, s1.acc: 94.3846, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1126, s2.loss_cls: 0.0371, s2.acc: 94.4424, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0536, loss: 1.1125 +2025-06-26 18:33:46,788 - mmdet - INFO - Epoch [22][4400/7330] lr: 1.000e-04, eta: 1 day, 6:09:27, time: 1.024, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1679, s0.acc: 94.0344, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2327, s1.loss_cls: 0.0784, s1.acc: 94.3081, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1166, s2.loss_cls: 0.0387, s2.acc: 94.1866, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1396 +2025-06-26 18:34:35,494 - mmdet - INFO - Epoch [22][4450/7330] lr: 1.000e-04, eta: 1 day, 6:08:34, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1623, s0.acc: 94.3721, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2305, s1.loss_cls: 0.0739, s1.acc: 94.7250, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1140, s2.loss_cls: 0.0361, s2.acc: 94.7346, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0538, loss: 1.1008 +2025-06-26 18:35:41,670 - mmdet - INFO - Epoch [22][4500/7330] lr: 1.000e-04, eta: 1 day, 6:07:52, time: 1.324, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1563, s0.acc: 94.4634, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2345, s1.loss_cls: 0.0723, s1.acc: 94.7798, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1164, s2.loss_cls: 0.0357, s2.acc: 94.6707, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.0991 +2025-06-26 18:36:30,247 - mmdet - INFO - Epoch [22][4550/7330] lr: 1.000e-04, eta: 1 day, 6:06:59, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1557, s0.acc: 94.5376, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2252, s1.loss_cls: 0.0718, s1.acc: 94.8586, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1122, s2.loss_cls: 0.0355, s2.acc: 94.8521, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0686 +2025-06-26 18:37:21,385 - mmdet - INFO - Epoch [22][4600/7330] lr: 1.000e-04, eta: 1 day, 6:06:07, time: 1.023, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1636, s0.acc: 94.3643, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2226, s1.loss_cls: 0.0750, s1.acc: 94.6850, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1116, s2.loss_cls: 0.0365, s2.acc: 94.7055, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.0887 +2025-06-26 18:38:09,309 - mmdet - INFO - Epoch [22][4650/7330] lr: 1.000e-04, eta: 1 day, 6:05:14, time: 0.958, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1493, s0.acc: 94.7336, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2223, s1.loss_cls: 0.0686, s1.acc: 95.0521, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1108, s2.loss_cls: 0.0334, s2.acc: 95.0129, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0522, loss: 1.0440 +2025-06-26 18:38:57,632 - mmdet - INFO - Epoch [22][4700/7330] lr: 1.000e-04, eta: 1 day, 6:04:20, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1565, s0.acc: 94.4739, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2266, s1.loss_cls: 0.0737, s1.acc: 94.6831, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1133, s2.loss_cls: 0.0355, s2.acc: 94.7088, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0535, loss: 1.0821 +2025-06-26 18:39:46,794 - mmdet - INFO - Epoch [22][4750/7330] lr: 1.000e-04, eta: 1 day, 6:03:27, time: 0.983, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1637, s0.acc: 94.3967, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2210, s1.loss_cls: 0.0765, s1.acc: 94.6275, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1099, s2.loss_cls: 0.0374, s2.acc: 94.5206, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0520, loss: 1.0870 +2025-06-26 18:40:35,216 - mmdet - INFO - Epoch [22][4800/7330] lr: 1.000e-04, eta: 1 day, 6:02:34, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1707, s0.acc: 94.1274, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2361, s1.loss_cls: 0.0801, s1.acc: 94.2979, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1167, s2.loss_cls: 0.0385, s2.acc: 94.4188, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.1282 +2025-06-26 18:41:26,623 - mmdet - INFO - Epoch [22][4850/7330] lr: 1.000e-04, eta: 1 day, 6:01:42, time: 1.028, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1696, s0.acc: 94.1108, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2310, s1.loss_cls: 0.0778, s1.acc: 94.3938, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1140, s2.loss_cls: 0.0378, s2.acc: 94.4419, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0539, loss: 1.1293 +2025-06-26 18:42:20,288 - mmdet - INFO - Epoch [22][4900/7330] lr: 1.000e-04, eta: 1 day, 6:00:52, time: 1.073, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1545, s0.acc: 94.6318, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2214, s1.loss_cls: 0.0710, s1.acc: 94.9466, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1104, s2.loss_cls: 0.0343, s2.acc: 95.0334, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0526, loss: 1.0625 +2025-06-26 18:43:16,128 - mmdet - INFO - Epoch [22][4950/7330] lr: 1.000e-04, eta: 1 day, 6:00:04, time: 1.117, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1649, s0.acc: 94.2275, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2231, s1.loss_cls: 0.0768, s1.acc: 94.4810, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1119, s2.loss_cls: 0.0372, s2.acc: 94.5088, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.1048 +2025-06-26 18:44:07,538 - mmdet - INFO - Epoch [22][5000/7330] lr: 1.000e-04, eta: 1 day, 5:59:12, time: 1.028, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1561, s0.acc: 94.4983, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2249, s1.loss_cls: 0.0723, s1.acc: 94.7965, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1120, s2.loss_cls: 0.0356, s2.acc: 94.7559, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.0800 +2025-06-26 18:44:56,390 - mmdet - INFO - Epoch [22][5050/7330] lr: 1.000e-04, eta: 1 day, 5:58:19, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1608, s0.acc: 94.3638, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2268, s1.loss_cls: 0.0744, s1.acc: 94.6326, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1126, s2.loss_cls: 0.0361, s2.acc: 94.6025, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0531, loss: 1.1058 +2025-06-26 18:45:45,085 - mmdet - INFO - Epoch [22][5100/7330] lr: 1.000e-04, eta: 1 day, 5:57:26, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1582, s0.acc: 94.4009, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2337, s1.loss_cls: 0.0739, s1.acc: 94.6075, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1165, s2.loss_cls: 0.0364, s2.acc: 94.5564, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0555, loss: 1.1117 +2025-06-26 18:46:34,190 - mmdet - INFO - Epoch [22][5150/7330] lr: 1.000e-04, eta: 1 day, 5:56:33, time: 0.982, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1606, s0.acc: 94.3564, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2282, s1.loss_cls: 0.0751, s1.acc: 94.4440, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1133, s2.loss_cls: 0.0367, s2.acc: 94.5150, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.1055 +2025-06-26 18:47:22,528 - mmdet - INFO - Epoch [22][5200/7330] lr: 1.000e-04, eta: 1 day, 5:55:40, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1586, s0.acc: 94.4617, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2294, s1.loss_cls: 0.0735, s1.acc: 94.7157, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1141, s2.loss_cls: 0.0359, s2.acc: 94.6704, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0536, loss: 1.0863 +2025-06-26 18:48:13,613 - mmdet - INFO - Epoch [22][5250/7330] lr: 1.000e-04, eta: 1 day, 5:54:48, time: 1.022, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1604, s0.acc: 94.3372, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2302, s1.loss_cls: 0.0746, s1.acc: 94.6238, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1133, s2.loss_cls: 0.0371, s2.acc: 94.5261, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.1008 +2025-06-26 18:49:07,676 - mmdet - INFO - Epoch [22][5300/7330] lr: 1.000e-04, eta: 1 day, 5:53:58, time: 1.081, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1658, s0.acc: 94.1836, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2302, s1.loss_cls: 0.0768, s1.acc: 94.5000, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1141, s2.loss_cls: 0.0372, s2.acc: 94.4592, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1228 +2025-06-26 18:50:06,435 - mmdet - INFO - Epoch [22][5350/7330] lr: 1.000e-04, eta: 1 day, 5:53:12, time: 1.174, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1636, s0.acc: 94.3833, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2237, s1.loss_cls: 0.0758, s1.acc: 94.6851, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.6410, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0913 +2025-06-26 18:50:54,712 - mmdet - INFO - Epoch [22][5400/7330] lr: 1.000e-04, eta: 1 day, 5:52:18, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1613, s0.acc: 94.4194, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2294, s1.loss_cls: 0.0752, s1.acc: 94.6472, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1152, s2.loss_cls: 0.0360, s2.acc: 94.6701, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0546, loss: 1.0915 +2025-06-26 18:51:47,172 - mmdet - INFO - Epoch [22][5450/7330] lr: 1.000e-04, eta: 1 day, 5:51:27, time: 1.049, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1751, s0.acc: 93.8792, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2287, s1.loss_cls: 0.0811, s1.acc: 94.2915, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1147, s2.loss_cls: 0.0394, s2.acc: 94.2243, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0542, loss: 1.1553 +2025-06-26 18:52:36,614 - mmdet - INFO - Epoch [22][5500/7330] lr: 1.000e-04, eta: 1 day, 5:50:35, time: 0.989, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1641, s0.acc: 94.2878, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2285, s1.loss_cls: 0.0756, s1.acc: 94.6721, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1136, s2.loss_cls: 0.0366, s2.acc: 94.5971, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.1056 +2025-06-26 18:53:25,553 - mmdet - INFO - Epoch [22][5550/7330] lr: 1.000e-04, eta: 1 day, 5:49:42, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1576, s0.acc: 94.4849, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2274, s1.loss_cls: 0.0733, s1.acc: 94.7102, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1117, s2.loss_cls: 0.0356, s2.acc: 94.6736, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0527, loss: 1.0833 +2025-06-26 18:54:15,261 - mmdet - INFO - Epoch [22][5600/7330] lr: 1.000e-04, eta: 1 day, 5:48:49, time: 0.994, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1723, s0.acc: 94.0042, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2279, s1.loss_cls: 0.0795, s1.acc: 94.3326, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1129, s2.loss_cls: 0.0385, s2.acc: 94.2993, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0530, loss: 1.1485 +2025-06-26 18:55:06,502 - mmdet - INFO - Epoch [22][5650/7330] lr: 1.000e-04, eta: 1 day, 5:47:57, time: 1.025, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1650, s0.acc: 94.2842, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2358, s1.loss_cls: 0.0758, s1.acc: 94.5758, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1174, s2.loss_cls: 0.0369, s2.acc: 94.5205, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1263 +2025-06-26 18:55:54,938 - mmdet - INFO - Epoch [22][5700/7330] lr: 1.000e-04, eta: 1 day, 5:47:04, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1605, s0.acc: 94.3142, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2221, s1.loss_cls: 0.0737, s1.acc: 94.7411, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1100, s2.loss_cls: 0.0362, s2.acc: 94.6388, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0832 +2025-06-26 18:56:58,531 - mmdet - INFO - Epoch [22][5750/7330] lr: 1.000e-04, eta: 1 day, 5:46:21, time: 1.272, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1562, s0.acc: 94.5310, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2164, s1.loss_cls: 0.0714, s1.acc: 94.8518, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1089, s2.loss_cls: 0.0351, s2.acc: 94.7887, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0516, loss: 1.0623 +2025-06-26 18:57:47,371 - mmdet - INFO - Epoch [22][5800/7330] lr: 1.000e-04, eta: 1 day, 5:45:27, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1546, s0.acc: 94.5303, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2269, s1.loss_cls: 0.0711, s1.acc: 94.8116, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1139, s2.loss_cls: 0.0347, s2.acc: 94.8069, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0539, loss: 1.0859 +2025-06-26 18:58:39,888 - mmdet - INFO - Epoch [22][5850/7330] lr: 1.000e-04, eta: 1 day, 5:44:37, time: 1.051, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1727, s0.acc: 93.9568, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2259, s1.loss_cls: 0.0798, s1.acc: 94.2496, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1126, s2.loss_cls: 0.0392, s2.acc: 94.2620, s2.loss_bbox: 0.0449, s2.loss_mask: 0.0531, loss: 1.1459 +2025-06-26 18:59:29,363 - mmdet - INFO - Epoch [22][5900/7330] lr: 1.000e-04, eta: 1 day, 5:43:44, time: 0.989, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1684, s0.acc: 94.1045, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2301, s1.loss_cls: 0.0777, s1.acc: 94.3722, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1150, s2.loss_cls: 0.0378, s2.acc: 94.3704, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0543, loss: 1.1234 +2025-06-26 19:00:17,695 - mmdet - INFO - Epoch [22][5950/7330] lr: 1.000e-04, eta: 1 day, 5:42:51, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1558, s0.acc: 94.5959, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2241, s1.loss_cls: 0.0713, s1.acc: 94.9082, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1116, s2.loss_cls: 0.0350, s2.acc: 94.7918, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0673 +2025-06-26 19:01:06,693 - mmdet - INFO - Epoch [22][6000/7330] lr: 1.000e-04, eta: 1 day, 5:41:58, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1609, s0.acc: 94.4448, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2286, s1.loss_cls: 0.0746, s1.acc: 94.7592, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1139, s2.loss_cls: 0.0367, s2.acc: 94.7341, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1071 +2025-06-26 19:01:54,995 - mmdet - INFO - Epoch [22][6050/7330] lr: 1.000e-04, eta: 1 day, 5:41:04, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1588, s0.acc: 94.4094, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2327, s1.loss_cls: 0.0736, s1.acc: 94.6274, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1161, s2.loss_cls: 0.0363, s2.acc: 94.6518, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0550, loss: 1.0949 +2025-06-26 19:02:45,906 - mmdet - INFO - Epoch [22][6100/7330] lr: 1.000e-04, eta: 1 day, 5:40:12, time: 1.019, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1625, s0.acc: 94.2273, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2305, s1.loss_cls: 0.0749, s1.acc: 94.5282, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1163, s2.loss_cls: 0.0362, s2.acc: 94.5830, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0548, loss: 1.1220 +2025-06-26 19:03:41,910 - mmdet - INFO - Epoch [22][6150/7330] lr: 1.000e-04, eta: 1 day, 5:39:24, time: 1.120, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1621, s0.acc: 94.3020, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2339, s1.loss_cls: 0.0751, s1.acc: 94.5965, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1159, s2.loss_cls: 0.0369, s2.acc: 94.5115, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0546, loss: 1.1085 +2025-06-26 19:04:40,090 - mmdet - INFO - Epoch [22][6200/7330] lr: 1.000e-04, eta: 1 day, 5:38:37, time: 1.164, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1697, s0.acc: 94.0769, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2371, s1.loss_cls: 0.0781, s1.acc: 94.4428, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1185, s2.loss_cls: 0.0371, s2.acc: 94.5731, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0559, loss: 1.1350 +2025-06-26 19:05:31,967 - mmdet - INFO - Epoch [22][6250/7330] lr: 1.000e-04, eta: 1 day, 5:37:46, time: 1.038, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1671, s0.acc: 94.1733, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2311, s1.loss_cls: 0.0761, s1.acc: 94.5932, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1150, s2.loss_cls: 0.0374, s2.acc: 94.5171, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0544, loss: 1.1256 +2025-06-26 19:06:20,557 - mmdet - INFO - Epoch [22][6300/7330] lr: 1.000e-04, eta: 1 day, 5:36:52, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1588, s0.acc: 94.4956, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2229, s1.loss_cls: 0.0739, s1.acc: 94.8034, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1109, s2.loss_cls: 0.0367, s2.acc: 94.6835, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0522, loss: 1.0728 +2025-06-26 19:07:09,143 - mmdet - INFO - Epoch [22][6350/7330] lr: 1.000e-04, eta: 1 day, 5:35:59, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1562, s0.acc: 94.4827, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2261, s1.loss_cls: 0.0722, s1.acc: 94.7885, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1123, s2.loss_cls: 0.0350, s2.acc: 94.8418, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0820 +2025-06-26 19:07:58,592 - mmdet - INFO - Epoch [22][6400/7330] lr: 1.000e-04, eta: 1 day, 5:35:06, time: 0.989, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1682, s0.acc: 94.0850, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2281, s1.loss_cls: 0.0787, s1.acc: 94.3289, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1138, s2.loss_cls: 0.0381, s2.acc: 94.3949, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0532, loss: 1.1272 +2025-06-26 19:08:47,633 - mmdet - INFO - Epoch [22][6450/7330] lr: 1.000e-04, eta: 1 day, 5:34:14, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1575, s0.acc: 94.4436, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2220, s1.loss_cls: 0.0738, s1.acc: 94.6903, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1112, s2.loss_cls: 0.0365, s2.acc: 94.5735, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.0872 +2025-06-26 19:09:41,063 - mmdet - INFO - Epoch [22][6500/7330] lr: 1.000e-04, eta: 1 day, 5:33:23, time: 1.069, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1650, s0.acc: 94.3359, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2269, s1.loss_cls: 0.0759, s1.acc: 94.5859, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1132, s2.loss_cls: 0.0371, s2.acc: 94.6081, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1057 +2025-06-26 19:10:35,182 - mmdet - INFO - Epoch [22][6550/7330] lr: 1.000e-04, eta: 1 day, 5:32:34, time: 1.082, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1635, s0.acc: 94.3254, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2320, s1.loss_cls: 0.0751, s1.acc: 94.6883, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1159, s2.loss_cls: 0.0370, s2.acc: 94.6816, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1201 +2025-06-26 19:11:34,318 - mmdet - INFO - Epoch [22][6600/7330] lr: 1.000e-04, eta: 1 day, 5:31:47, time: 1.183, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1690, s0.acc: 94.1357, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2355, s1.loss_cls: 0.0783, s1.acc: 94.4907, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1166, s2.loss_cls: 0.0377, s2.acc: 94.5113, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0552, loss: 1.1287 +2025-06-26 19:12:25,987 - mmdet - INFO - Epoch [22][6650/7330] lr: 1.000e-04, eta: 1 day, 5:30:56, time: 1.033, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1609, s0.acc: 94.4412, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2313, s1.loss_cls: 0.0732, s1.acc: 94.7679, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1141, s2.loss_cls: 0.0361, s2.acc: 94.7340, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1072 +2025-06-26 19:13:15,244 - mmdet - INFO - Epoch [22][6700/7330] lr: 1.000e-04, eta: 1 day, 5:30:03, time: 0.985, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1650, s0.acc: 94.3003, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2282, s1.loss_cls: 0.0753, s1.acc: 94.6331, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1132, s2.loss_cls: 0.0366, s2.acc: 94.6370, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.1129 +2025-06-26 19:14:04,283 - mmdet - INFO - Epoch [22][6750/7330] lr: 1.000e-04, eta: 1 day, 5:29:10, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1649, s0.acc: 94.3367, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2309, s1.loss_cls: 0.0753, s1.acc: 94.7449, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1161, s2.loss_cls: 0.0366, s2.acc: 94.6878, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0546, loss: 1.1183 +2025-06-26 19:14:52,945 - mmdet - INFO - Epoch [22][6800/7330] lr: 1.000e-04, eta: 1 day, 5:28:17, time: 0.973, data_time: 0.037, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1531, s0.acc: 94.6990, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2220, s1.loss_cls: 0.0712, s1.acc: 94.8884, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1121, s2.loss_cls: 0.0343, s2.acc: 95.0049, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0529, loss: 1.0581 +2025-06-26 19:15:42,510 - mmdet - INFO - Epoch [22][6850/7330] lr: 1.000e-04, eta: 1 day, 5:27:24, time: 0.991, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1571, s0.acc: 94.4968, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2271, s1.loss_cls: 0.0729, s1.acc: 94.8167, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1132, s2.loss_cls: 0.0356, s2.acc: 94.8342, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.0822 +2025-06-26 19:16:35,707 - mmdet - INFO - Epoch [22][6900/7330] lr: 1.000e-04, eta: 1 day, 5:26:34, time: 1.064, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1713, s0.acc: 94.0359, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2286, s1.loss_cls: 0.0781, s1.acc: 94.4413, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1129, s2.loss_cls: 0.0381, s2.acc: 94.3742, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0529, loss: 1.1255 +2025-06-26 19:17:24,994 - mmdet - INFO - Epoch [22][6950/7330] lr: 1.000e-04, eta: 1 day, 5:25:41, time: 0.985, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1643, s0.acc: 94.2920, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2259, s1.loss_cls: 0.0755, s1.acc: 94.5980, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1116, s2.loss_cls: 0.0367, s2.acc: 94.6308, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0976 +2025-06-26 19:18:28,883 - mmdet - INFO - Epoch [22][7000/7330] lr: 1.000e-04, eta: 1 day, 5:24:58, time: 1.278, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1582, s0.acc: 94.3904, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2211, s1.loss_cls: 0.0745, s1.acc: 94.5516, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1107, s2.loss_cls: 0.0367, s2.acc: 94.4993, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0812 +2025-06-26 19:19:18,578 - mmdet - INFO - Epoch [22][7050/7330] lr: 1.000e-04, eta: 1 day, 5:24:05, time: 0.994, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1676, s0.acc: 94.1475, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2241, s1.loss_cls: 0.0776, s1.acc: 94.4535, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1113, s2.loss_cls: 0.0382, s2.acc: 94.3232, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0525, loss: 1.1193 +2025-06-26 19:20:09,948 - mmdet - INFO - Epoch [22][7100/7330] lr: 1.000e-04, eta: 1 day, 5:23:14, time: 1.027, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1672, s0.acc: 94.1753, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2338, s1.loss_cls: 0.0765, s1.acc: 94.5065, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1159, s2.loss_cls: 0.0372, s2.acc: 94.5395, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0547, loss: 1.1306 +2025-06-26 19:20:59,027 - mmdet - INFO - Epoch [22][7150/7330] lr: 1.000e-04, eta: 1 day, 5:22:21, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1598, s0.acc: 94.3867, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2193, s1.loss_cls: 0.0733, s1.acc: 94.7451, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1097, s2.loss_cls: 0.0358, s2.acc: 94.6897, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0518, loss: 1.0703 +2025-06-26 19:21:48,006 - mmdet - INFO - Epoch [22][7200/7330] lr: 1.000e-04, eta: 1 day, 5:21:28, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1601, s0.acc: 94.3813, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2281, s1.loss_cls: 0.0741, s1.acc: 94.6774, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1130, s2.loss_cls: 0.0361, s2.acc: 94.6895, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0989 +2025-06-26 19:22:37,076 - mmdet - INFO - Epoch [22][7250/7330] lr: 1.000e-04, eta: 1 day, 5:20:35, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1644, s0.acc: 94.2869, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2291, s1.loss_cls: 0.0757, s1.acc: 94.5732, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1145, s2.loss_cls: 0.0373, s2.acc: 94.4864, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1109 +2025-06-26 19:23:28,957 - mmdet - INFO - Epoch [22][7300/7330] lr: 1.000e-04, eta: 1 day, 5:19:44, time: 1.038, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1599, s0.acc: 94.3452, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2299, s1.loss_cls: 0.0745, s1.acc: 94.6128, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1148, s2.loss_cls: 0.0363, s2.acc: 94.6368, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.1059 +2025-06-26 19:24:11,286 - mmdet - INFO - Saving checkpoint at 22 epochs +2025-06-26 19:27:22,563 - mmdet - INFO - Evaluating bbox... +2025-06-26 19:27:51,999 - mmdet - INFO - Evaluating segm... +2025-06-26 19:28:26,658 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 19:28:26,658 - mmdet - INFO - Epoch(val) [22][7330] bbox_mAP: 0.4740, bbox_mAP_50: 0.6600, bbox_mAP_75: 0.5150, bbox_mAP_s: 0.3040, bbox_mAP_m: 0.5060, bbox_mAP_l: 0.6300, bbox_mAP_copypaste: 0.474 0.660 0.515 0.304 0.506 0.630, segm_mAP: 0.4130, segm_mAP_50: 0.6350, segm_mAP_75: 0.4450, segm_mAP_s: 0.2450, segm_mAP_m: 0.4470, segm_mAP_l: 0.5670, segm_mAP_copypaste: 0.413 0.635 0.445 0.245 0.447 0.567 +2025-06-26 19:30:42,128 - mmdet - INFO - Epoch [23][50/7330] lr: 1.000e-04, eta: 1 day, 5:18:55, time: 2.709, data_time: 1.511, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1665, s0.acc: 94.1213, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2305, s1.loss_cls: 0.0772, s1.acc: 94.4043, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1136, s2.loss_cls: 0.0371, s2.acc: 94.4487, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.1262 +2025-06-26 19:31:36,670 - mmdet - INFO - Epoch [23][100/7330] lr: 1.000e-04, eta: 1 day, 5:18:06, time: 1.091, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1576, s0.acc: 94.5044, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2253, s1.loss_cls: 0.0717, s1.acc: 94.8419, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1126, s2.loss_cls: 0.0349, s2.acc: 94.9194, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.0833 +2025-06-26 19:32:27,709 - mmdet - INFO - Epoch [23][150/7330] lr: 1.000e-04, eta: 1 day, 5:17:14, time: 1.021, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1610, s0.acc: 94.3047, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2360, s1.loss_cls: 0.0735, s1.acc: 94.6706, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1164, s2.loss_cls: 0.0361, s2.acc: 94.6878, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1188 +2025-06-26 19:33:19,519 - mmdet - INFO - Epoch [23][200/7330] lr: 1.000e-04, eta: 1 day, 5:16:23, time: 1.036, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1576, s0.acc: 94.4431, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2274, s1.loss_cls: 0.0720, s1.acc: 94.8107, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1131, s2.loss_cls: 0.0351, s2.acc: 94.8364, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.0949 +2025-06-26 19:34:11,157 - mmdet - INFO - Epoch [23][250/7330] lr: 1.000e-04, eta: 1 day, 5:15:32, time: 1.033, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1619, s0.acc: 94.3645, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2250, s1.loss_cls: 0.0753, s1.acc: 94.6054, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1120, s2.loss_cls: 0.0359, s2.acc: 94.6756, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0528, loss: 1.1017 +2025-06-26 19:35:02,825 - mmdet - INFO - Epoch [23][300/7330] lr: 1.000e-04, eta: 1 day, 5:14:40, time: 1.033, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1631, s0.acc: 94.1384, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2260, s1.loss_cls: 0.0750, s1.acc: 94.4851, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.4633, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0530, loss: 1.1145 +2025-06-26 19:35:55,041 - mmdet - INFO - Epoch [23][350/7330] lr: 1.000e-04, eta: 1 day, 5:13:49, time: 1.044, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1620, s0.acc: 94.3682, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2242, s1.loss_cls: 0.0742, s1.acc: 94.6939, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1112, s2.loss_cls: 0.0360, s2.acc: 94.6851, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0957 +2025-06-26 19:36:49,242 - mmdet - INFO - Epoch [23][400/7330] lr: 1.000e-04, eta: 1 day, 5:13:00, time: 1.084, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1543, s0.acc: 94.4846, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2280, s1.loss_cls: 0.0719, s1.acc: 94.7717, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1136, s2.loss_cls: 0.0347, s2.acc: 94.7522, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0536, loss: 1.0912 +2025-06-26 19:37:53,080 - mmdet - INFO - Epoch [23][450/7330] lr: 1.000e-04, eta: 1 day, 5:12:16, time: 1.277, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1575, s0.acc: 94.3794, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2220, s1.loss_cls: 0.0731, s1.acc: 94.6657, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1114, s2.loss_cls: 0.0354, s2.acc: 94.7338, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0790 +2025-06-26 19:38:48,360 - mmdet - INFO - Epoch [23][500/7330] lr: 1.000e-04, eta: 1 day, 5:11:27, time: 1.106, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1600, s0.acc: 94.3811, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2264, s1.loss_cls: 0.0748, s1.acc: 94.5809, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1135, s2.loss_cls: 0.0359, s2.acc: 94.5829, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0533, loss: 1.0909 +2025-06-26 19:39:39,111 - mmdet - INFO - Epoch [23][550/7330] lr: 1.000e-04, eta: 1 day, 5:10:35, time: 1.015, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1590, s0.acc: 94.3491, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2235, s1.loss_cls: 0.0735, s1.acc: 94.6680, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.6893, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.0938 +2025-06-26 19:40:29,668 - mmdet - INFO - Epoch [23][600/7330] lr: 1.000e-04, eta: 1 day, 5:09:43, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1562, s0.acc: 94.5505, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2261, s1.loss_cls: 0.0714, s1.acc: 94.8678, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1126, s2.loss_cls: 0.0348, s2.acc: 94.8452, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0816 +2025-06-26 19:41:19,180 - mmdet - INFO - Epoch [23][650/7330] lr: 1.000e-04, eta: 1 day, 5:08:50, time: 0.990, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1590, s0.acc: 94.3906, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2321, s1.loss_cls: 0.0743, s1.acc: 94.6643, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1147, s2.loss_cls: 0.0364, s2.acc: 94.5934, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0543, loss: 1.1052 +2025-06-26 19:42:09,645 - mmdet - INFO - Epoch [23][700/7330] lr: 1.000e-04, eta: 1 day, 5:07:58, time: 1.009, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1729, s0.acc: 93.9585, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2317, s1.loss_cls: 0.0793, s1.acc: 94.3883, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1151, s2.loss_cls: 0.0385, s2.acc: 94.3534, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0542, loss: 1.1411 +2025-06-26 19:42:59,929 - mmdet - INFO - Epoch [23][750/7330] lr: 1.000e-04, eta: 1 day, 5:07:06, time: 1.006, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1600, s0.acc: 94.2991, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2227, s1.loss_cls: 0.0728, s1.acc: 94.6932, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1113, s2.loss_cls: 0.0356, s2.acc: 94.6141, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0527, loss: 1.1000 +2025-06-26 19:43:50,298 - mmdet - INFO - Epoch [23][800/7330] lr: 1.000e-04, eta: 1 day, 5:06:14, time: 1.007, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1570, s0.acc: 94.5149, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2295, s1.loss_cls: 0.0711, s1.acc: 94.8694, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1136, s2.loss_cls: 0.0344, s2.acc: 94.9023, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0536, loss: 1.0877 +2025-06-26 19:44:54,018 - mmdet - INFO - Epoch [23][850/7330] lr: 1.000e-04, eta: 1 day, 5:05:30, time: 1.274, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1559, s0.acc: 94.4399, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2213, s1.loss_cls: 0.0722, s1.acc: 94.7194, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1111, s2.loss_cls: 0.0356, s2.acc: 94.6949, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0774 +2025-06-26 19:45:43,796 - mmdet - INFO - Epoch [23][900/7330] lr: 1.000e-04, eta: 1 day, 5:04:38, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1578, s0.acc: 94.4121, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2290, s1.loss_cls: 0.0720, s1.acc: 94.8171, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1148, s2.loss_cls: 0.0352, s2.acc: 94.7430, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.0980 +2025-06-26 19:46:38,162 - mmdet - INFO - Epoch [23][950/7330] lr: 1.000e-04, eta: 1 day, 5:03:48, time: 1.087, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1590, s0.acc: 94.5344, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2269, s1.loss_cls: 0.0725, s1.acc: 94.8801, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1120, s2.loss_cls: 0.0345, s2.acc: 94.9926, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0763 +2025-06-26 19:47:27,755 - mmdet - INFO - Epoch [23][1000/7330] lr: 1.000e-04, eta: 1 day, 5:02:55, time: 0.992, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1583, s0.acc: 94.4202, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2283, s1.loss_cls: 0.0727, s1.acc: 94.7588, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0358, s2.acc: 94.7322, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0541, loss: 1.0942 +2025-06-26 19:48:16,703 - mmdet - INFO - Epoch [23][1050/7330] lr: 1.000e-04, eta: 1 day, 5:02:02, time: 0.979, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1431, s0.acc: 94.9292, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2164, s1.loss_cls: 0.0670, s1.acc: 95.2108, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1096, s2.loss_cls: 0.0328, s2.acc: 95.1174, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0517, loss: 1.0206 +2025-06-26 19:49:05,847 - mmdet - INFO - Epoch [23][1100/7330] lr: 1.000e-04, eta: 1 day, 5:01:09, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1581, s0.acc: 94.4834, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2297, s1.loss_cls: 0.0727, s1.acc: 94.8672, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1146, s2.loss_cls: 0.0352, s2.acc: 94.8698, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0536, loss: 1.0931 +2025-06-26 19:49:55,919 - mmdet - INFO - Epoch [23][1150/7330] lr: 1.000e-04, eta: 1 day, 5:00:17, time: 1.002, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1581, s0.acc: 94.3096, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2269, s1.loss_cls: 0.0724, s1.acc: 94.6591, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1130, s2.loss_cls: 0.0360, s2.acc: 94.5204, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0533, loss: 1.1074 +2025-06-26 19:50:46,374 - mmdet - INFO - Epoch [23][1200/7330] lr: 1.000e-04, eta: 1 day, 4:59:25, time: 1.009, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1537, s0.acc: 94.6042, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2237, s1.loss_cls: 0.0714, s1.acc: 94.8343, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1121, s2.loss_cls: 0.0349, s2.acc: 94.9075, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0530, loss: 1.0587 +2025-06-26 19:51:42,568 - mmdet - INFO - Epoch [23][1250/7330] lr: 1.000e-04, eta: 1 day, 4:58:37, time: 1.124, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1497, s0.acc: 94.7324, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2166, s1.loss_cls: 0.0690, s1.acc: 95.0341, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1076, s2.loss_cls: 0.0335, s2.acc: 94.9941, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0510, loss: 1.0319 +2025-06-26 19:52:40,050 - mmdet - INFO - Epoch [23][1300/7330] lr: 1.000e-04, eta: 1 day, 4:57:49, time: 1.150, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1602, s0.acc: 94.3918, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2291, s1.loss_cls: 0.0744, s1.acc: 94.6062, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1128, s2.loss_cls: 0.0363, s2.acc: 94.5326, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.0972 +2025-06-26 19:53:34,973 - mmdet - INFO - Epoch [23][1350/7330] lr: 1.000e-04, eta: 1 day, 4:57:00, time: 1.098, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1713, s0.acc: 93.9194, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2358, s1.loss_cls: 0.0786, s1.acc: 94.2950, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1167, s2.loss_cls: 0.0387, s2.acc: 94.3010, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0546, loss: 1.1629 +2025-06-26 19:54:25,192 - mmdet - INFO - Epoch [23][1400/7330] lr: 1.000e-04, eta: 1 day, 4:56:07, time: 1.005, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1627, s0.acc: 94.3503, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2304, s1.loss_cls: 0.0741, s1.acc: 94.7647, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1140, s2.loss_cls: 0.0363, s2.acc: 94.7204, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.1038 +2025-06-26 19:55:14,317 - mmdet - INFO - Epoch [23][1450/7330] lr: 1.000e-04, eta: 1 day, 4:55:14, time: 0.982, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1578, s0.acc: 94.4424, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2265, s1.loss_cls: 0.0720, s1.acc: 94.7749, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1132, s2.loss_cls: 0.0355, s2.acc: 94.7263, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0535, loss: 1.0870 +2025-06-26 19:56:04,241 - mmdet - INFO - Epoch [23][1500/7330] lr: 1.000e-04, eta: 1 day, 4:54:22, time: 0.998, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1612, s0.acc: 94.3594, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2286, s1.loss_cls: 0.0742, s1.acc: 94.6863, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1139, s2.loss_cls: 0.0359, s2.acc: 94.6036, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.1119 +2025-06-26 19:56:53,276 - mmdet - INFO - Epoch [23][1550/7330] lr: 1.000e-04, eta: 1 day, 4:53:29, time: 0.981, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1530, s0.acc: 94.6306, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2216, s1.loss_cls: 0.0708, s1.acc: 94.8643, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1109, s2.loss_cls: 0.0344, s2.acc: 94.8979, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0684 +2025-06-26 19:57:43,078 - mmdet - INFO - Epoch [23][1600/7330] lr: 1.000e-04, eta: 1 day, 4:52:37, time: 0.996, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1548, s0.acc: 94.4651, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2221, s1.loss_cls: 0.0712, s1.acc: 94.7904, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1102, s2.loss_cls: 0.0350, s2.acc: 94.7052, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0521, loss: 1.0751 +2025-06-26 19:58:38,539 - mmdet - INFO - Epoch [23][1650/7330] lr: 1.000e-04, eta: 1 day, 4:51:48, time: 1.109, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1548, s0.acc: 94.5674, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2299, s1.loss_cls: 0.0715, s1.acc: 94.8840, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1135, s2.loss_cls: 0.0349, s2.acc: 94.7252, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0532, loss: 1.0830 +2025-06-26 19:59:38,107 - mmdet - INFO - Epoch [23][1700/7330] lr: 1.000e-04, eta: 1 day, 4:51:01, time: 1.191, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1537, s0.acc: 94.5977, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2257, s1.loss_cls: 0.0708, s1.acc: 94.8629, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1124, s2.loss_cls: 0.0344, s2.acc: 94.7949, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0688 +2025-06-26 20:00:33,974 - mmdet - INFO - Epoch [23][1750/7330] lr: 1.000e-04, eta: 1 day, 4:50:12, time: 1.117, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1627, s0.acc: 94.3298, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2298, s1.loss_cls: 0.0746, s1.acc: 94.6746, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1145, s2.loss_cls: 0.0365, s2.acc: 94.5808, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1087 +2025-06-26 20:01:23,904 - mmdet - INFO - Epoch [23][1800/7330] lr: 1.000e-04, eta: 1 day, 4:49:20, time: 0.999, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1641, s0.acc: 94.2251, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2211, s1.loss_cls: 0.0755, s1.acc: 94.5601, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1101, s2.loss_cls: 0.0367, s2.acc: 94.6330, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0911 +2025-06-26 20:02:13,105 - mmdet - INFO - Epoch [23][1850/7330] lr: 1.000e-04, eta: 1 day, 4:48:27, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1617, s0.acc: 94.3210, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2251, s1.loss_cls: 0.0745, s1.acc: 94.5997, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1113, s2.loss_cls: 0.0364, s2.acc: 94.6325, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0524, loss: 1.1100 +2025-06-26 20:03:02,011 - mmdet - INFO - Epoch [23][1900/7330] lr: 1.000e-04, eta: 1 day, 4:47:34, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1612, s0.acc: 94.3171, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2276, s1.loss_cls: 0.0747, s1.acc: 94.6082, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1139, s2.loss_cls: 0.0364, s2.acc: 94.5388, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1044 +2025-06-26 20:03:51,420 - mmdet - INFO - Epoch [23][1950/7330] lr: 1.000e-04, eta: 1 day, 4:46:41, time: 0.988, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1644, s0.acc: 94.2505, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2272, s1.loss_cls: 0.0755, s1.acc: 94.5543, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1130, s2.loss_cls: 0.0367, s2.acc: 94.6123, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0535, loss: 1.1126 +2025-06-26 20:04:40,896 - mmdet - INFO - Epoch [23][2000/7330] lr: 1.000e-04, eta: 1 day, 4:45:49, time: 0.990, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1635, s0.acc: 94.2734, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2271, s1.loss_cls: 0.0751, s1.acc: 94.6229, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.6644, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0531, loss: 1.1132 +2025-06-26 20:05:29,573 - mmdet - INFO - Epoch [23][2050/7330] lr: 1.000e-04, eta: 1 day, 4:44:56, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1640, s0.acc: 94.1865, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2358, s1.loss_cls: 0.0759, s1.acc: 94.4866, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1176, s2.loss_cls: 0.0372, s2.acc: 94.4410, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1271 +2025-06-26 20:06:33,406 - mmdet - INFO - Epoch [23][2100/7330] lr: 1.000e-04, eta: 1 day, 4:44:12, time: 1.277, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1574, s0.acc: 94.4453, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2268, s1.loss_cls: 0.0719, s1.acc: 94.7925, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1130, s2.loss_cls: 0.0351, s2.acc: 94.7542, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.0962 +2025-06-26 20:07:25,175 - mmdet - INFO - Epoch [23][2150/7330] lr: 1.000e-04, eta: 1 day, 4:43:21, time: 1.035, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1620, s0.acc: 94.2593, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2207, s1.loss_cls: 0.0752, s1.acc: 94.5929, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1096, s2.loss_cls: 0.0365, s2.acc: 94.6618, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0515, loss: 1.0856 +2025-06-26 20:08:16,704 - mmdet - INFO - Epoch [23][2200/7330] lr: 1.000e-04, eta: 1 day, 4:42:29, time: 1.031, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1613, s0.acc: 94.3555, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2313, s1.loss_cls: 0.0743, s1.acc: 94.6826, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1147, s2.loss_cls: 0.0362, s2.acc: 94.6021, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1133 +2025-06-26 20:09:05,320 - mmdet - INFO - Epoch [23][2250/7330] lr: 1.000e-04, eta: 1 day, 4:41:36, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1517, s0.acc: 94.5933, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2264, s1.loss_cls: 0.0707, s1.acc: 94.8361, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1130, s2.loss_cls: 0.0347, s2.acc: 94.8433, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0530, loss: 1.0676 +2025-06-26 20:09:53,975 - mmdet - INFO - Epoch [23][2300/7330] lr: 1.000e-04, eta: 1 day, 4:40:43, time: 0.973, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1589, s0.acc: 94.4751, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2255, s1.loss_cls: 0.0740, s1.acc: 94.7110, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1120, s2.loss_cls: 0.0360, s2.acc: 94.6890, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0527, loss: 1.0844 +2025-06-26 20:10:43,076 - mmdet - INFO - Epoch [23][2350/7330] lr: 1.000e-04, eta: 1 day, 4:39:50, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1552, s0.acc: 94.4153, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2275, s1.loss_cls: 0.0737, s1.acc: 94.5628, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1133, s2.loss_cls: 0.0356, s2.acc: 94.6355, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.0835 +2025-06-26 20:11:32,403 - mmdet - INFO - Epoch [23][2400/7330] lr: 1.000e-04, eta: 1 day, 4:38:57, time: 0.987, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1691, s0.acc: 94.0283, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2340, s1.loss_cls: 0.0781, s1.acc: 94.3309, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1160, s2.loss_cls: 0.0383, s2.acc: 94.2904, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0548, loss: 1.1494 +2025-06-26 20:12:21,238 - mmdet - INFO - Epoch [23][2450/7330] lr: 1.000e-04, eta: 1 day, 4:38:04, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1607, s0.acc: 94.2395, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2268, s1.loss_cls: 0.0739, s1.acc: 94.5537, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1151, s2.loss_cls: 0.0363, s2.acc: 94.5045, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1058 +2025-06-26 20:13:19,383 - mmdet - INFO - Epoch [23][2500/7330] lr: 1.000e-04, eta: 1 day, 4:37:17, time: 1.162, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1544, s0.acc: 94.5747, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2239, s1.loss_cls: 0.0710, s1.acc: 94.8200, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1127, s2.loss_cls: 0.0352, s2.acc: 94.8168, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0755 +2025-06-26 20:14:13,244 - mmdet - INFO - Epoch [23][2550/7330] lr: 1.000e-04, eta: 1 day, 4:36:27, time: 1.078, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1564, s0.acc: 94.5408, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2232, s1.loss_cls: 0.0716, s1.acc: 94.8251, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1115, s2.loss_cls: 0.0349, s2.acc: 94.8564, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0523, loss: 1.0721 +2025-06-26 20:15:08,839 - mmdet - INFO - Epoch [23][2600/7330] lr: 1.000e-04, eta: 1 day, 4:35:38, time: 1.112, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1615, s0.acc: 94.3262, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2266, s1.loss_cls: 0.0748, s1.acc: 94.6149, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.5714, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0534, loss: 1.1075 +2025-06-26 20:15:57,051 - mmdet - INFO - Epoch [23][2650/7330] lr: 1.000e-04, eta: 1 day, 4:34:44, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1488, s0.acc: 94.7468, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2236, s1.loss_cls: 0.0677, s1.acc: 95.1624, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1111, s2.loss_cls: 0.0325, s2.acc: 95.2165, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0500 +2025-06-26 20:16:45,446 - mmdet - INFO - Epoch [23][2700/7330] lr: 1.000e-04, eta: 1 day, 4:33:51, time: 0.968, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1549, s0.acc: 94.4692, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2273, s1.loss_cls: 0.0724, s1.acc: 94.7321, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1144, s2.loss_cls: 0.0355, s2.acc: 94.7671, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0542, loss: 1.0916 +2025-06-26 20:17:34,748 - mmdet - INFO - Epoch [23][2750/7330] lr: 1.000e-04, eta: 1 day, 4:32:58, time: 0.986, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1540, s0.acc: 94.4766, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2181, s1.loss_cls: 0.0703, s1.acc: 94.8353, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1110, s2.loss_cls: 0.0350, s2.acc: 94.7944, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0524, loss: 1.0720 +2025-06-26 20:18:23,519 - mmdet - INFO - Epoch [23][2800/7330] lr: 1.000e-04, eta: 1 day, 4:32:05, time: 0.975, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1548, s0.acc: 94.4329, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2300, s1.loss_cls: 0.0718, s1.acc: 94.7306, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1156, s2.loss_cls: 0.0350, s2.acc: 94.7662, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.0993 +2025-06-26 20:19:12,062 - mmdet - INFO - Epoch [23][2850/7330] lr: 1.000e-04, eta: 1 day, 4:31:12, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1524, s0.acc: 94.7886, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2226, s1.loss_cls: 0.0694, s1.acc: 95.1312, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1115, s2.loss_cls: 0.0338, s2.acc: 95.0497, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0565 +2025-06-26 20:20:06,313 - mmdet - INFO - Epoch [23][2900/7330] lr: 1.000e-04, eta: 1 day, 4:30:22, time: 1.085, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1575, s0.acc: 94.5010, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2275, s1.loss_cls: 0.0724, s1.acc: 94.7881, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1139, s2.loss_cls: 0.0349, s2.acc: 94.8307, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.0924 +2025-06-26 20:21:05,433 - mmdet - INFO - Epoch [23][2950/7330] lr: 1.000e-04, eta: 1 day, 4:29:35, time: 1.182, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1627, s0.acc: 94.1758, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2311, s1.loss_cls: 0.0747, s1.acc: 94.4677, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1154, s2.loss_cls: 0.0360, s2.acc: 94.5869, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0542, loss: 1.1285 +2025-06-26 20:22:01,533 - mmdet - INFO - Epoch [23][3000/7330] lr: 1.000e-04, eta: 1 day, 4:28:47, time: 1.122, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1564, s0.acc: 94.5139, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2262, s1.loss_cls: 0.0724, s1.acc: 94.7573, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1118, s2.loss_cls: 0.0356, s2.acc: 94.7305, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0525, loss: 1.0738 +2025-06-26 20:22:50,865 - mmdet - INFO - Epoch [23][3050/7330] lr: 1.000e-04, eta: 1 day, 4:27:54, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1700, s0.acc: 94.0811, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2377, s1.loss_cls: 0.0772, s1.acc: 94.4123, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1176, s2.loss_cls: 0.0379, s2.acc: 94.4379, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0552, loss: 1.1464 +2025-06-26 20:23:39,372 - mmdet - INFO - Epoch [23][3100/7330] lr: 1.000e-04, eta: 1 day, 4:27:01, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1624, s0.acc: 94.2234, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2268, s1.loss_cls: 0.0748, s1.acc: 94.6016, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1123, s2.loss_cls: 0.0366, s2.acc: 94.5529, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0530, loss: 1.1081 +2025-06-26 20:24:28,672 - mmdet - INFO - Epoch [23][3150/7330] lr: 1.000e-04, eta: 1 day, 4:26:08, time: 0.986, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1691, s0.acc: 94.2075, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2313, s1.loss_cls: 0.0787, s1.acc: 94.5302, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1158, s2.loss_cls: 0.0378, s2.acc: 94.4959, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.1267 +2025-06-26 20:25:17,627 - mmdet - INFO - Epoch [23][3200/7330] lr: 1.000e-04, eta: 1 day, 4:25:15, time: 0.979, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1644, s0.acc: 94.3010, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2330, s1.loss_cls: 0.0751, s1.acc: 94.6888, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1164, s2.loss_cls: 0.0369, s2.acc: 94.6889, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0548, loss: 1.1155 +2025-06-26 20:26:06,812 - mmdet - INFO - Epoch [23][3250/7330] lr: 1.000e-04, eta: 1 day, 4:24:22, time: 0.984, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1606, s0.acc: 94.2617, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2269, s1.loss_cls: 0.0747, s1.acc: 94.5754, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1121, s2.loss_cls: 0.0362, s2.acc: 94.6277, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0531, loss: 1.1029 +2025-06-26 20:26:55,710 - mmdet - INFO - Epoch [23][3300/7330] lr: 1.000e-04, eta: 1 day, 4:23:29, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1577, s0.acc: 94.4219, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2300, s1.loss_cls: 0.0718, s1.acc: 94.7720, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1145, s2.loss_cls: 0.0349, s2.acc: 94.8063, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0537, loss: 1.1009 +2025-06-26 20:27:59,460 - mmdet - INFO - Epoch [23][3350/7330] lr: 1.000e-04, eta: 1 day, 4:22:45, time: 1.274, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1616, s0.acc: 94.3337, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2223, s1.loss_cls: 0.0743, s1.acc: 94.7026, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1114, s2.loss_cls: 0.0364, s2.acc: 94.5947, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0915 +2025-06-26 20:28:51,894 - mmdet - INFO - Epoch [23][3400/7330] lr: 1.000e-04, eta: 1 day, 4:21:54, time: 1.049, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1652, s0.acc: 94.1287, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2313, s1.loss_cls: 0.0761, s1.acc: 94.4251, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.4140, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0540, loss: 1.1271 +2025-06-26 20:29:44,241 - mmdet - INFO - Epoch [23][3450/7330] lr: 1.000e-04, eta: 1 day, 4:21:03, time: 1.047, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1659, s0.acc: 94.2727, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2288, s1.loss_cls: 0.0778, s1.acc: 94.5589, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1148, s2.loss_cls: 0.0380, s2.acc: 94.5361, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0538, loss: 1.1250 +2025-06-26 20:30:33,700 - mmdet - INFO - Epoch [23][3500/7330] lr: 1.000e-04, eta: 1 day, 4:20:11, time: 0.989, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1662, s0.acc: 94.2112, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2333, s1.loss_cls: 0.0759, s1.acc: 94.5576, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1172, s2.loss_cls: 0.0374, s2.acc: 94.4802, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0550, loss: 1.1316 +2025-06-26 20:31:22,473 - mmdet - INFO - Epoch [23][3550/7330] lr: 1.000e-04, eta: 1 day, 4:19:18, time: 0.976, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1567, s0.acc: 94.4487, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2273, s1.loss_cls: 0.0734, s1.acc: 94.6979, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1131, s2.loss_cls: 0.0360, s2.acc: 94.6146, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0534, loss: 1.0850 +2025-06-26 20:32:11,773 - mmdet - INFO - Epoch [23][3600/7330] lr: 1.000e-04, eta: 1 day, 4:18:25, time: 0.986, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1623, s0.acc: 94.2754, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2223, s1.loss_cls: 0.0743, s1.acc: 94.5993, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1111, s2.loss_cls: 0.0370, s2.acc: 94.4278, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0986 +2025-06-26 20:33:00,966 - mmdet - INFO - Epoch [23][3650/7330] lr: 1.000e-04, eta: 1 day, 4:17:32, time: 0.984, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1643, s0.acc: 94.1941, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2312, s1.loss_cls: 0.0757, s1.acc: 94.5925, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1149, s2.loss_cls: 0.0366, s2.acc: 94.5831, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0544, loss: 1.1218 +2025-06-26 20:33:49,707 - mmdet - INFO - Epoch [23][3700/7330] lr: 1.000e-04, eta: 1 day, 4:16:39, time: 0.975, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1590, s0.acc: 94.4360, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2210, s1.loss_cls: 0.0724, s1.acc: 94.8441, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1101, s2.loss_cls: 0.0351, s2.acc: 94.8282, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0720 +2025-06-26 20:34:48,675 - mmdet - INFO - Epoch [23][3750/7330] lr: 1.000e-04, eta: 1 day, 4:15:52, time: 1.179, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1657, s0.acc: 94.1191, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2331, s1.loss_cls: 0.0780, s1.acc: 94.3801, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1159, s2.loss_cls: 0.0379, s2.acc: 94.3289, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0549, loss: 1.1447 +2025-06-26 20:35:40,327 - mmdet - INFO - Epoch [23][3800/7330] lr: 1.000e-04, eta: 1 day, 4:15:01, time: 1.033, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1672, s0.acc: 94.1758, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2319, s1.loss_cls: 0.0763, s1.acc: 94.5500, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1151, s2.loss_cls: 0.0370, s2.acc: 94.5164, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1337 +2025-06-26 20:36:36,808 - mmdet - INFO - Epoch [23][3850/7330] lr: 1.000e-04, eta: 1 day, 4:14:12, time: 1.130, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1630, s0.acc: 94.3545, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2308, s1.loss_cls: 0.0753, s1.acc: 94.6598, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1132, s2.loss_cls: 0.0362, s2.acc: 94.6997, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.1012 +2025-06-26 20:37:25,908 - mmdet - INFO - Epoch [23][3900/7330] lr: 1.000e-04, eta: 1 day, 4:13:19, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1637, s0.acc: 94.2493, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2330, s1.loss_cls: 0.0760, s1.acc: 94.5237, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1169, s2.loss_cls: 0.0371, s2.acc: 94.4477, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1334 +2025-06-26 20:38:14,849 - mmdet - INFO - Epoch [23][3950/7330] lr: 1.000e-04, eta: 1 day, 4:12:26, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1662, s0.acc: 94.2100, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2261, s1.loss_cls: 0.0771, s1.acc: 94.5091, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1140, s2.loss_cls: 0.0374, s2.acc: 94.4858, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0537, loss: 1.1146 +2025-06-26 20:39:04,172 - mmdet - INFO - Epoch [23][4000/7330] lr: 1.000e-04, eta: 1 day, 4:11:34, time: 0.986, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1692, s0.acc: 94.0989, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2208, s1.loss_cls: 0.0780, s1.acc: 94.4236, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1094, s2.loss_cls: 0.0377, s2.acc: 94.4454, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0515, loss: 1.1110 +2025-06-26 20:39:53,384 - mmdet - INFO - Epoch [23][4050/7330] lr: 1.000e-04, eta: 1 day, 4:10:41, time: 0.984, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1614, s0.acc: 94.2092, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2251, s1.loss_cls: 0.0759, s1.acc: 94.4658, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1122, s2.loss_cls: 0.0372, s2.acc: 94.4541, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0532, loss: 1.1000 +2025-06-26 20:40:41,795 - mmdet - INFO - Epoch [23][4100/7330] lr: 1.000e-04, eta: 1 day, 4:09:48, time: 0.968, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1563, s0.acc: 94.5552, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2248, s1.loss_cls: 0.0732, s1.acc: 94.7946, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.8048, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0525, loss: 1.0679 +2025-06-26 20:41:35,025 - mmdet - INFO - Epoch [23][4150/7330] lr: 1.000e-04, eta: 1 day, 4:08:57, time: 1.065, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1587, s0.acc: 94.3811, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2227, s1.loss_cls: 0.0750, s1.acc: 94.5366, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1117, s2.loss_cls: 0.0362, s2.acc: 94.4939, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0780 +2025-06-26 20:42:33,412 - mmdet - INFO - Epoch [23][4200/7330] lr: 1.000e-04, eta: 1 day, 4:08:10, time: 1.168, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1675, s0.acc: 94.1433, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2264, s1.loss_cls: 0.0764, s1.acc: 94.5252, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1129, s2.loss_cls: 0.0371, s2.acc: 94.5359, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0533, loss: 1.1174 +2025-06-26 20:43:27,587 - mmdet - INFO - Epoch [23][4250/7330] lr: 1.000e-04, eta: 1 day, 4:07:20, time: 1.083, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1615, s0.acc: 94.2327, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2285, s1.loss_cls: 0.0747, s1.acc: 94.5740, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1141, s2.loss_cls: 0.0363, s2.acc: 94.5818, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1033 +2025-06-26 20:44:16,382 - mmdet - INFO - Epoch [23][4300/7330] lr: 1.000e-04, eta: 1 day, 4:06:27, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1553, s0.acc: 94.5356, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2276, s1.loss_cls: 0.0712, s1.acc: 94.8750, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1144, s2.loss_cls: 0.0345, s2.acc: 94.9200, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.0808 +2025-06-26 20:45:05,269 - mmdet - INFO - Epoch [23][4350/7330] lr: 1.000e-04, eta: 1 day, 4:05:34, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1638, s0.acc: 94.3586, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2291, s1.loss_cls: 0.0749, s1.acc: 94.7271, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1138, s2.loss_cls: 0.0359, s2.acc: 94.6683, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0536, loss: 1.1025 +2025-06-26 20:45:53,769 - mmdet - INFO - Epoch [23][4400/7330] lr: 1.000e-04, eta: 1 day, 4:04:41, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1507, s0.acc: 94.7178, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2287, s1.loss_cls: 0.0700, s1.acc: 94.9818, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1139, s2.loss_cls: 0.0341, s2.acc: 94.9532, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0537, loss: 1.0643 +2025-06-26 20:46:42,554 - mmdet - INFO - Epoch [23][4450/7330] lr: 1.000e-04, eta: 1 day, 4:03:48, time: 0.976, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1585, s0.acc: 94.4668, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2293, s1.loss_cls: 0.0740, s1.acc: 94.7298, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1148, s2.loss_cls: 0.0363, s2.acc: 94.6653, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.0960 +2025-06-26 20:47:32,072 - mmdet - INFO - Epoch [23][4500/7330] lr: 1.000e-04, eta: 1 day, 4:02:55, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1672, s0.acc: 94.2627, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2305, s1.loss_cls: 0.0765, s1.acc: 94.5741, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1135, s2.loss_cls: 0.0375, s2.acc: 94.4687, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.1203 +2025-06-26 20:48:21,218 - mmdet - INFO - Epoch [23][4550/7330] lr: 1.000e-04, eta: 1 day, 4:02:02, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1608, s0.acc: 94.3782, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2305, s1.loss_cls: 0.0731, s1.acc: 94.7458, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1153, s2.loss_cls: 0.0354, s2.acc: 94.8341, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1061 +2025-06-26 20:49:26,402 - mmdet - INFO - Epoch [23][4600/7330] lr: 1.000e-04, eta: 1 day, 4:01:19, time: 1.304, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1574, s0.acc: 94.4529, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2293, s1.loss_cls: 0.0723, s1.acc: 94.7589, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1149, s2.loss_cls: 0.0352, s2.acc: 94.7177, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0546, loss: 1.0965 +2025-06-26 20:50:18,539 - mmdet - INFO - Epoch [23][4650/7330] lr: 1.000e-04, eta: 1 day, 4:00:28, time: 1.043, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1655, s0.acc: 94.1409, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2290, s1.loss_cls: 0.0760, s1.acc: 94.5274, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1137, s2.loss_cls: 0.0371, s2.acc: 94.5465, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0534, loss: 1.1279 +2025-06-26 20:51:09,663 - mmdet - INFO - Epoch [23][4700/7330] lr: 1.000e-04, eta: 1 day, 3:59:36, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1584, s0.acc: 94.5027, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2197, s1.loss_cls: 0.0731, s1.acc: 94.8257, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1094, s2.loss_cls: 0.0352, s2.acc: 94.8398, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0514, loss: 1.0690 +2025-06-26 20:51:58,922 - mmdet - INFO - Epoch [23][4750/7330] lr: 1.000e-04, eta: 1 day, 3:58:43, time: 0.985, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1599, s0.acc: 94.3105, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2254, s1.loss_cls: 0.0747, s1.acc: 94.5505, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1124, s2.loss_cls: 0.0370, s2.acc: 94.5362, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0966 +2025-06-26 20:52:48,018 - mmdet - INFO - Epoch [23][4800/7330] lr: 1.000e-04, eta: 1 day, 3:57:51, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1582, s0.acc: 94.4763, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2260, s1.loss_cls: 0.0726, s1.acc: 94.7777, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1132, s2.loss_cls: 0.0353, s2.acc: 94.8207, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.0888 +2025-06-26 20:53:36,704 - mmdet - INFO - Epoch [23][4850/7330] lr: 1.000e-04, eta: 1 day, 3:56:57, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1594, s0.acc: 94.4231, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2310, s1.loss_cls: 0.0728, s1.acc: 94.7962, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1153, s2.loss_cls: 0.0353, s2.acc: 94.7742, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0537, loss: 1.0853 +2025-06-26 20:54:25,273 - mmdet - INFO - Epoch [23][4900/7330] lr: 1.000e-04, eta: 1 day, 3:56:04, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1593, s0.acc: 94.3865, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2294, s1.loss_cls: 0.0728, s1.acc: 94.7847, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1145, s2.loss_cls: 0.0355, s2.acc: 94.7510, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.0988 +2025-06-26 20:55:14,437 - mmdet - INFO - Epoch [23][4950/7330] lr: 1.000e-04, eta: 1 day, 3:55:12, time: 0.983, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1624, s0.acc: 94.2798, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2254, s1.loss_cls: 0.0751, s1.acc: 94.6189, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1131, s2.loss_cls: 0.0362, s2.acc: 94.7494, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0536, loss: 1.0968 +2025-06-26 20:56:17,124 - mmdet - INFO - Epoch [23][5000/7330] lr: 1.000e-04, eta: 1 day, 3:54:27, time: 1.253, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1594, s0.acc: 94.4182, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2316, s1.loss_cls: 0.0726, s1.acc: 94.7125, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1147, s2.loss_cls: 0.0355, s2.acc: 94.7015, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1031 +2025-06-26 20:57:08,369 - mmdet - INFO - Epoch [23][5050/7330] lr: 1.000e-04, eta: 1 day, 3:53:35, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1532, s0.acc: 94.5237, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2256, s1.loss_cls: 0.0711, s1.acc: 94.8366, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1122, s2.loss_cls: 0.0348, s2.acc: 94.7937, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0526, loss: 1.0700 +2025-06-26 20:58:02,251 - mmdet - INFO - Epoch [23][5100/7330] lr: 1.000e-04, eta: 1 day, 3:52:45, time: 1.077, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1676, s0.acc: 94.0718, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2299, s1.loss_cls: 0.0782, s1.acc: 94.3226, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1134, s2.loss_cls: 0.0379, s2.acc: 94.3782, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0532, loss: 1.1364 +2025-06-26 20:58:51,373 - mmdet - INFO - Epoch [23][5150/7330] lr: 1.000e-04, eta: 1 day, 3:51:52, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1670, s0.acc: 94.0889, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2371, s1.loss_cls: 0.0762, s1.acc: 94.4706, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1191, s2.loss_cls: 0.0372, s2.acc: 94.4611, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0564, loss: 1.1463 +2025-06-26 20:59:40,705 - mmdet - INFO - Epoch [23][5200/7330] lr: 1.000e-04, eta: 1 day, 3:51:00, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1652, s0.acc: 94.2764, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2278, s1.loss_cls: 0.0769, s1.acc: 94.4511, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1131, s2.loss_cls: 0.0372, s2.acc: 94.4444, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.1071 +2025-06-26 21:00:30,426 - mmdet - INFO - Epoch [23][5250/7330] lr: 1.000e-04, eta: 1 day, 3:50:07, time: 0.994, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1632, s0.acc: 94.2427, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2323, s1.loss_cls: 0.0756, s1.acc: 94.5765, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1140, s2.loss_cls: 0.0366, s2.acc: 94.5538, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.1214 +2025-06-26 21:01:19,223 - mmdet - INFO - Epoch [23][5300/7330] lr: 1.000e-04, eta: 1 day, 3:49:14, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1654, s0.acc: 94.1875, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2329, s1.loss_cls: 0.0768, s1.acc: 94.5081, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1155, s2.loss_cls: 0.0373, s2.acc: 94.5192, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0543, loss: 1.1173 +2025-06-26 21:02:08,429 - mmdet - INFO - Epoch [23][5350/7330] lr: 1.000e-04, eta: 1 day, 3:48:21, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1558, s0.acc: 94.4683, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2295, s1.loss_cls: 0.0704, s1.acc: 94.8494, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1140, s2.loss_cls: 0.0341, s2.acc: 94.9346, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.0858 +2025-06-26 21:03:02,271 - mmdet - INFO - Epoch [23][5400/7330] lr: 1.000e-04, eta: 1 day, 3:47:31, time: 1.077, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1694, s0.acc: 94.0981, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2285, s1.loss_cls: 0.0782, s1.acc: 94.4151, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1149, s2.loss_cls: 0.0386, s2.acc: 94.2729, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0537, loss: 1.1349 +2025-06-26 21:04:01,915 - mmdet - INFO - Epoch [23][5450/7330] lr: 1.000e-04, eta: 1 day, 3:46:45, time: 1.193, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1552, s0.acc: 94.5310, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2313, s1.loss_cls: 0.0729, s1.acc: 94.7911, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1155, s2.loss_cls: 0.0349, s2.acc: 94.7334, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0545, loss: 1.0910 +2025-06-26 21:04:56,434 - mmdet - INFO - Epoch [23][5500/7330] lr: 1.000e-04, eta: 1 day, 3:45:55, time: 1.090, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1627, s0.acc: 94.3320, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2327, s1.loss_cls: 0.0755, s1.acc: 94.6352, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1156, s2.loss_cls: 0.0373, s2.acc: 94.5816, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0548, loss: 1.1253 +2025-06-26 21:05:45,723 - mmdet - INFO - Epoch [23][5550/7330] lr: 1.000e-04, eta: 1 day, 3:45:02, time: 0.986, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1654, s0.acc: 94.2075, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2287, s1.loss_cls: 0.0769, s1.acc: 94.5006, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1139, s2.loss_cls: 0.0374, s2.acc: 94.4063, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0539, loss: 1.1230 +2025-06-26 21:06:35,178 - mmdet - INFO - Epoch [23][5600/7330] lr: 1.000e-04, eta: 1 day, 3:44:09, time: 0.989, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1648, s0.acc: 94.2637, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2287, s1.loss_cls: 0.0760, s1.acc: 94.5643, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1132, s2.loss_cls: 0.0376, s2.acc: 94.4392, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0538, loss: 1.1160 +2025-06-26 21:07:24,129 - mmdet - INFO - Epoch [23][5650/7330] lr: 1.000e-04, eta: 1 day, 3:43:17, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1594, s0.acc: 94.3931, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2269, s1.loss_cls: 0.0738, s1.acc: 94.6689, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1129, s2.loss_cls: 0.0364, s2.acc: 94.5642, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0943 +2025-06-26 21:08:13,955 - mmdet - INFO - Epoch [23][5700/7330] lr: 1.000e-04, eta: 1 day, 3:42:24, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1594, s0.acc: 94.2915, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2244, s1.loss_cls: 0.0736, s1.acc: 94.5970, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1122, s2.loss_cls: 0.0359, s2.acc: 94.6223, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.1016 +2025-06-26 21:09:02,940 - mmdet - INFO - Epoch [23][5750/7330] lr: 1.000e-04, eta: 1 day, 3:41:31, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1655, s0.acc: 94.2344, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2312, s1.loss_cls: 0.0759, s1.acc: 94.5160, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1153, s2.loss_cls: 0.0364, s2.acc: 94.5952, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1171 +2025-06-26 21:09:51,751 - mmdet - INFO - Epoch [23][5800/7330] lr: 1.000e-04, eta: 1 day, 3:40:38, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1620, s0.acc: 94.2212, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2314, s1.loss_cls: 0.0760, s1.acc: 94.4813, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1141, s2.loss_cls: 0.0371, s2.acc: 94.5017, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1151 +2025-06-26 21:10:55,381 - mmdet - INFO - Epoch [23][5850/7330] lr: 1.000e-04, eta: 1 day, 3:39:54, time: 1.272, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1660, s0.acc: 94.1328, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2248, s1.loss_cls: 0.0766, s1.acc: 94.4629, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1115, s2.loss_cls: 0.0370, s2.acc: 94.5585, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.1082 +2025-06-26 21:11:46,642 - mmdet - INFO - Epoch [23][5900/7330] lr: 1.000e-04, eta: 1 day, 3:39:02, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1554, s0.acc: 94.6208, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2232, s1.loss_cls: 0.0714, s1.acc: 94.9518, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1108, s2.loss_cls: 0.0349, s2.acc: 94.9678, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0634 +2025-06-26 21:12:38,212 - mmdet - INFO - Epoch [23][5950/7330] lr: 1.000e-04, eta: 1 day, 3:38:11, time: 1.031, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1605, s0.acc: 94.4036, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2283, s1.loss_cls: 0.0751, s1.acc: 94.6772, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1136, s2.loss_cls: 0.0368, s2.acc: 94.6681, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.0931 +2025-06-26 21:13:27,332 - mmdet - INFO - Epoch [23][6000/7330] lr: 1.000e-04, eta: 1 day, 3:37:18, time: 0.982, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1550, s0.acc: 94.5996, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2219, s1.loss_cls: 0.0714, s1.acc: 94.9244, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1111, s2.loss_cls: 0.0351, s2.acc: 94.8751, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0524, loss: 1.0656 +2025-06-26 21:14:16,407 - mmdet - INFO - Epoch [23][6050/7330] lr: 1.000e-04, eta: 1 day, 3:36:25, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1527, s0.acc: 94.7549, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2237, s1.loss_cls: 0.0698, s1.acc: 95.1026, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1125, s2.loss_cls: 0.0337, s2.acc: 95.1885, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0532, loss: 1.0664 +2025-06-26 21:15:05,311 - mmdet - INFO - Epoch [23][6100/7330] lr: 1.000e-04, eta: 1 day, 3:35:32, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1611, s0.acc: 94.2673, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2298, s1.loss_cls: 0.0750, s1.acc: 94.4522, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1144, s2.loss_cls: 0.0370, s2.acc: 94.4564, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0538, loss: 1.1128 +2025-06-26 21:15:54,500 - mmdet - INFO - Epoch [23][6150/7330] lr: 1.000e-04, eta: 1 day, 3:34:40, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1634, s0.acc: 94.3545, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2250, s1.loss_cls: 0.0753, s1.acc: 94.5663, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1116, s2.loss_cls: 0.0367, s2.acc: 94.6609, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0855 +2025-06-26 21:16:43,617 - mmdet - INFO - Epoch [23][6200/7330] lr: 1.000e-04, eta: 1 day, 3:33:47, time: 0.982, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1688, s0.acc: 94.1145, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2293, s1.loss_cls: 0.0793, s1.acc: 94.3598, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1128, s2.loss_cls: 0.0385, s2.acc: 94.3131, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0531, loss: 1.1278 +2025-06-26 21:17:47,013 - mmdet - INFO - Epoch [23][6250/7330] lr: 1.000e-04, eta: 1 day, 3:33:02, time: 1.268, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1502, s0.acc: 94.7095, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2247, s1.loss_cls: 0.0696, s1.acc: 95.0612, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1127, s2.loss_cls: 0.0343, s2.acc: 94.9951, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.0514 +2025-06-26 21:18:36,666 - mmdet - INFO - Epoch [23][6300/7330] lr: 1.000e-04, eta: 1 day, 3:32:10, time: 0.993, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1682, s0.acc: 94.0278, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2333, s1.loss_cls: 0.0784, s1.acc: 94.3345, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1156, s2.loss_cls: 0.0385, s2.acc: 94.2115, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0544, loss: 1.1455 +2025-06-26 21:19:30,844 - mmdet - INFO - Epoch [23][6350/7330] lr: 1.000e-04, eta: 1 day, 3:31:20, time: 1.084, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1673, s0.acc: 94.1538, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2259, s1.loss_cls: 0.0780, s1.acc: 94.3856, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.4362, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.1213 +2025-06-26 21:20:20,415 - mmdet - INFO - Epoch [23][6400/7330] lr: 1.000e-04, eta: 1 day, 3:30:27, time: 0.991, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1653, s0.acc: 94.2393, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2241, s1.loss_cls: 0.0771, s1.acc: 94.4881, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1129, s2.loss_cls: 0.0380, s2.acc: 94.4051, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0526, loss: 1.1055 +2025-06-26 21:21:09,834 - mmdet - INFO - Epoch [23][6450/7330] lr: 1.000e-04, eta: 1 day, 3:29:35, time: 0.988, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1670, s0.acc: 94.2119, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2243, s1.loss_cls: 0.0759, s1.acc: 94.5690, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1113, s2.loss_cls: 0.0364, s2.acc: 94.6411, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0521, loss: 1.1109 +2025-06-26 21:21:58,389 - mmdet - INFO - Epoch [23][6500/7330] lr: 1.000e-04, eta: 1 day, 3:28:41, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1567, s0.acc: 94.6443, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2279, s1.loss_cls: 0.0714, s1.acc: 94.9369, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1137, s2.loss_cls: 0.0353, s2.acc: 94.8095, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0538, loss: 1.0682 +2025-06-26 21:22:47,286 - mmdet - INFO - Epoch [23][6550/7330] lr: 1.000e-04, eta: 1 day, 3:27:49, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1600, s0.acc: 94.2798, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2325, s1.loss_cls: 0.0744, s1.acc: 94.6262, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1171, s2.loss_cls: 0.0370, s2.acc: 94.4165, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0552, loss: 1.1228 +2025-06-26 21:23:36,182 - mmdet - INFO - Epoch [23][6600/7330] lr: 1.000e-04, eta: 1 day, 3:26:56, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1522, s0.acc: 94.6182, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2323, s1.loss_cls: 0.0695, s1.acc: 94.9992, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1151, s2.loss_cls: 0.0341, s2.acc: 94.9579, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0540, loss: 1.0761 +2025-06-26 21:24:32,222 - mmdet - INFO - Epoch [23][6650/7330] lr: 1.000e-04, eta: 1 day, 3:26:07, time: 1.121, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1618, s0.acc: 94.3892, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2270, s1.loss_cls: 0.0747, s1.acc: 94.7261, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1123, s2.loss_cls: 0.0360, s2.acc: 94.6953, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0906 +2025-06-26 21:25:26,497 - mmdet - INFO - Epoch [23][6700/7330] lr: 1.000e-04, eta: 1 day, 3:25:17, time: 1.085, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1576, s0.acc: 94.3948, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2218, s1.loss_cls: 0.0723, s1.acc: 94.7074, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1099, s2.loss_cls: 0.0358, s2.acc: 94.6067, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0522, loss: 1.0777 +2025-06-26 21:26:20,185 - mmdet - INFO - Epoch [23][6750/7330] lr: 1.000e-04, eta: 1 day, 3:24:27, time: 1.073, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1625, s0.acc: 94.3452, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2280, s1.loss_cls: 0.0746, s1.acc: 94.7283, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1141, s2.loss_cls: 0.0363, s2.acc: 94.7447, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.1001 +2025-06-26 21:27:09,521 - mmdet - INFO - Epoch [23][6800/7330] lr: 1.000e-04, eta: 1 day, 3:23:34, time: 0.987, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1691, s0.acc: 94.1238, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2288, s1.loss_cls: 0.0780, s1.acc: 94.3987, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1144, s2.loss_cls: 0.0379, s2.acc: 94.3817, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0541, loss: 1.1253 +2025-06-26 21:27:58,952 - mmdet - INFO - Epoch [23][6850/7330] lr: 1.000e-04, eta: 1 day, 3:22:41, time: 0.989, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1576, s0.acc: 94.4502, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2235, s1.loss_cls: 0.0726, s1.acc: 94.7267, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1112, s2.loss_cls: 0.0353, s2.acc: 94.6325, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0522, loss: 1.0822 +2025-06-26 21:28:47,972 - mmdet - INFO - Epoch [23][6900/7330] lr: 1.000e-04, eta: 1 day, 3:21:49, time: 0.980, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1594, s0.acc: 94.4565, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2243, s1.loss_cls: 0.0730, s1.acc: 94.7331, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1120, s2.loss_cls: 0.0358, s2.acc: 94.7112, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0849 +2025-06-26 21:29:37,141 - mmdet - INFO - Epoch [23][6950/7330] lr: 1.000e-04, eta: 1 day, 3:20:56, time: 0.983, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1649, s0.acc: 94.2532, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2310, s1.loss_cls: 0.0757, s1.acc: 94.5679, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1159, s2.loss_cls: 0.0365, s2.acc: 94.6654, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0546, loss: 1.1173 +2025-06-26 21:30:26,299 - mmdet - INFO - Epoch [23][7000/7330] lr: 1.000e-04, eta: 1 day, 3:20:03, time: 0.983, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1573, s0.acc: 94.4653, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2244, s1.loss_cls: 0.0734, s1.acc: 94.8063, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1125, s2.loss_cls: 0.0357, s2.acc: 94.6922, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0867 +2025-06-26 21:31:14,870 - mmdet - INFO - Epoch [23][7050/7330] lr: 1.000e-04, eta: 1 day, 3:19:10, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1530, s0.acc: 94.6350, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2278, s1.loss_cls: 0.0709, s1.acc: 94.8776, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1133, s2.loss_cls: 0.0345, s2.acc: 94.8875, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0536, loss: 1.0654 +2025-06-26 21:32:16,606 - mmdet - INFO - Epoch [23][7100/7330] lr: 1.000e-04, eta: 1 day, 3:18:24, time: 1.235, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1551, s0.acc: 94.6736, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2295, s1.loss_cls: 0.0708, s1.acc: 95.0421, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1148, s2.loss_cls: 0.0347, s2.acc: 94.9283, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0539, loss: 1.0775 +2025-06-26 21:33:10,781 - mmdet - INFO - Epoch [23][7150/7330] lr: 1.000e-04, eta: 1 day, 3:17:34, time: 1.083, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1665, s0.acc: 94.1494, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2330, s1.loss_cls: 0.0762, s1.acc: 94.5157, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1152, s2.loss_cls: 0.0374, s2.acc: 94.5287, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0544, loss: 1.1322 +2025-06-26 21:34:00,102 - mmdet - INFO - Epoch [23][7200/7330] lr: 1.000e-04, eta: 1 day, 3:16:42, time: 0.986, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1574, s0.acc: 94.4932, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2269, s1.loss_cls: 0.0729, s1.acc: 94.7348, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1138, s2.loss_cls: 0.0356, s2.acc: 94.7240, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.0869 +2025-06-26 21:34:49,350 - mmdet - INFO - Epoch [23][7250/7330] lr: 1.000e-04, eta: 1 day, 3:15:49, time: 0.985, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1638, s0.acc: 94.3545, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2266, s1.loss_cls: 0.0758, s1.acc: 94.6190, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1139, s2.loss_cls: 0.0364, s2.acc: 94.6323, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0537, loss: 1.0997 +2025-06-26 21:35:38,406 - mmdet - INFO - Epoch [23][7300/7330] lr: 1.000e-04, eta: 1 day, 3:14:56, time: 0.981, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1634, s0.acc: 94.1865, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2353, s1.loss_cls: 0.0745, s1.acc: 94.5971, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1160, s2.loss_cls: 0.0359, s2.acc: 94.6158, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1237 +2025-06-26 21:36:16,683 - mmdet - INFO - Saving checkpoint at 23 epochs +2025-06-26 21:39:30,885 - mmdet - INFO - Evaluating bbox... +2025-06-26 21:40:04,053 - mmdet - INFO - Evaluating segm... +2025-06-26 21:40:39,449 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 21:40:39,450 - mmdet - INFO - Epoch(val) [23][7330] bbox_mAP: 0.4720, bbox_mAP_50: 0.6630, bbox_mAP_75: 0.5140, bbox_mAP_s: 0.3150, bbox_mAP_m: 0.5070, bbox_mAP_l: 0.6250, bbox_mAP_copypaste: 0.472 0.663 0.514 0.315 0.507 0.625, segm_mAP: 0.4070, segm_mAP_50: 0.6340, segm_mAP_75: 0.4390, segm_mAP_s: 0.2530, segm_mAP_m: 0.4440, segm_mAP_l: 0.5590, segm_mAP_copypaste: 0.407 0.634 0.439 0.253 0.444 0.559 +2025-06-26 21:42:48,566 - mmdet - INFO - Epoch [24][50/7330] lr: 1.000e-04, eta: 1 day, 3:14:00, time: 2.582, data_time: 1.534, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1560, s0.acc: 94.5493, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2234, s1.loss_cls: 0.0713, s1.acc: 94.9350, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1121, s2.loss_cls: 0.0343, s2.acc: 94.9694, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0771 +2025-06-26 21:43:57,421 - mmdet - INFO - Epoch [24][100/7330] lr: 1.000e-04, eta: 1 day, 3:13:19, time: 1.377, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1539, s0.acc: 94.5728, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2323, s1.loss_cls: 0.0696, s1.acc: 94.9648, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1162, s2.loss_cls: 0.0342, s2.acc: 94.8879, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.0934 +2025-06-26 21:44:48,666 - mmdet - INFO - Epoch [24][150/7330] lr: 1.000e-04, eta: 1 day, 3:12:27, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1602, s0.acc: 94.4009, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2311, s1.loss_cls: 0.0728, s1.acc: 94.7338, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1140, s2.loss_cls: 0.0352, s2.acc: 94.7281, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0538, loss: 1.0958 +2025-06-26 21:45:42,283 - mmdet - INFO - Epoch [24][200/7330] lr: 1.000e-04, eta: 1 day, 3:11:37, time: 1.072, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1628, s0.acc: 94.2432, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2277, s1.loss_cls: 0.0753, s1.acc: 94.5094, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1129, s2.loss_cls: 0.0366, s2.acc: 94.5145, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0530, loss: 1.1007 +2025-06-26 21:46:33,614 - mmdet - INFO - Epoch [24][250/7330] lr: 1.000e-04, eta: 1 day, 3:10:45, time: 1.027, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1609, s0.acc: 94.4397, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2272, s1.loss_cls: 0.0728, s1.acc: 94.7879, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1133, s2.loss_cls: 0.0355, s2.acc: 94.7850, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1025 +2025-06-26 21:47:23,792 - mmdet - INFO - Epoch [24][300/7330] lr: 1.000e-04, eta: 1 day, 3:09:53, time: 1.004, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1497, s0.acc: 94.7346, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2284, s1.loss_cls: 0.0675, s1.acc: 95.1532, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1145, s2.loss_cls: 0.0327, s2.acc: 95.1868, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.0627 +2025-06-26 21:48:14,475 - mmdet - INFO - Epoch [24][350/7330] lr: 1.000e-04, eta: 1 day, 3:09:01, time: 1.013, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1596, s0.acc: 94.2791, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2274, s1.loss_cls: 0.0736, s1.acc: 94.5794, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1130, s2.loss_cls: 0.0360, s2.acc: 94.5165, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1053 +2025-06-26 21:49:05,054 - mmdet - INFO - Epoch [24][400/7330] lr: 1.000e-04, eta: 1 day, 3:08:09, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1529, s0.acc: 94.6206, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2255, s1.loss_cls: 0.0700, s1.acc: 94.9871, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1127, s2.loss_cls: 0.0340, s2.acc: 94.9374, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0534, loss: 1.0660 +2025-06-26 21:49:55,135 - mmdet - INFO - Epoch [24][450/7330] lr: 1.000e-04, eta: 1 day, 3:07:17, time: 1.002, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1529, s0.acc: 94.4988, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2223, s1.loss_cls: 0.0711, s1.acc: 94.7789, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1111, s2.loss_cls: 0.0344, s2.acc: 94.7725, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0523, loss: 1.0724 +2025-06-26 21:50:53,687 - mmdet - INFO - Epoch [24][500/7330] lr: 1.000e-04, eta: 1 day, 3:06:29, time: 1.171, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1563, s0.acc: 94.6001, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2302, s1.loss_cls: 0.0717, s1.acc: 94.9814, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1144, s2.loss_cls: 0.0351, s2.acc: 94.9290, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.0904 +2025-06-26 21:51:51,560 - mmdet - INFO - Epoch [24][550/7330] lr: 1.000e-04, eta: 1 day, 3:05:41, time: 1.157, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1575, s0.acc: 94.3318, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2265, s1.loss_cls: 0.0723, s1.acc: 94.6887, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1135, s2.loss_cls: 0.0349, s2.acc: 94.7122, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0539, loss: 1.1062 +2025-06-26 21:52:44,217 - mmdet - INFO - Epoch [24][600/7330] lr: 1.000e-04, eta: 1 day, 3:04:51, time: 1.053, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1580, s0.acc: 94.3977, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2287, s1.loss_cls: 0.0726, s1.acc: 94.6920, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1135, s2.loss_cls: 0.0359, s2.acc: 94.6590, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0536, loss: 1.0966 +2025-06-26 21:53:34,794 - mmdet - INFO - Epoch [24][650/7330] lr: 1.000e-04, eta: 1 day, 3:03:59, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1654, s0.acc: 94.2190, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2268, s1.loss_cls: 0.0772, s1.acc: 94.5261, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1131, s2.loss_cls: 0.0371, s2.acc: 94.5672, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0531, loss: 1.1091 +2025-06-26 21:54:27,200 - mmdet - INFO - Epoch [24][700/7330] lr: 1.000e-04, eta: 1 day, 3:03:08, time: 1.048, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1543, s0.acc: 94.5312, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2207, s1.loss_cls: 0.0717, s1.acc: 94.7909, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1111, s2.loss_cls: 0.0350, s2.acc: 94.8223, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0764 +2025-06-26 21:55:17,198 - mmdet - INFO - Epoch [24][750/7330] lr: 1.000e-04, eta: 1 day, 3:02:15, time: 1.000, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1574, s0.acc: 94.4546, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2271, s1.loss_cls: 0.0711, s1.acc: 94.8897, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1129, s2.loss_cls: 0.0350, s2.acc: 94.7638, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0952 +2025-06-26 21:56:07,468 - mmdet - INFO - Epoch [24][800/7330] lr: 1.000e-04, eta: 1 day, 3:01:23, time: 1.005, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1614, s0.acc: 94.3333, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2212, s1.loss_cls: 0.0751, s1.acc: 94.6027, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1100, s2.loss_cls: 0.0365, s2.acc: 94.5458, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0889 +2025-06-26 21:56:57,209 - mmdet - INFO - Epoch [24][850/7330] lr: 1.000e-04, eta: 1 day, 3:00:31, time: 0.995, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1545, s0.acc: 94.5027, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2276, s1.loss_cls: 0.0708, s1.acc: 94.8605, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1136, s2.loss_cls: 0.0342, s2.acc: 94.9034, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0539, loss: 1.0768 +2025-06-26 21:57:51,936 - mmdet - INFO - Epoch [24][900/7330] lr: 1.000e-04, eta: 1 day, 2:59:41, time: 1.095, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1576, s0.acc: 94.3203, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2250, s1.loss_cls: 0.0733, s1.acc: 94.5894, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1125, s2.loss_cls: 0.0358, s2.acc: 94.5976, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0865 +2025-06-26 21:58:52,027 - mmdet - INFO - Epoch [24][950/7330] lr: 1.000e-04, eta: 1 day, 2:58:54, time: 1.202, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1622, s0.acc: 94.3440, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2295, s1.loss_cls: 0.0752, s1.acc: 94.4767, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1139, s2.loss_cls: 0.0364, s2.acc: 94.4633, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1092 +2025-06-26 21:59:44,059 - mmdet - INFO - Epoch [24][1000/7330] lr: 1.000e-04, eta: 1 day, 2:58:03, time: 1.041, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1617, s0.acc: 94.2170, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2263, s1.loss_cls: 0.0738, s1.acc: 94.6243, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1124, s2.loss_cls: 0.0361, s2.acc: 94.6392, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0992 +2025-06-26 22:00:33,710 - mmdet - INFO - Epoch [24][1050/7330] lr: 1.000e-04, eta: 1 day, 2:57:11, time: 0.993, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1589, s0.acc: 94.3813, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2276, s1.loss_cls: 0.0717, s1.acc: 94.8450, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1125, s2.loss_cls: 0.0352, s2.acc: 94.7479, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0528, loss: 1.0933 +2025-06-26 22:01:25,804 - mmdet - INFO - Epoch [24][1100/7330] lr: 1.000e-04, eta: 1 day, 2:56:20, time: 1.042, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1655, s0.acc: 94.1589, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2298, s1.loss_cls: 0.0753, s1.acc: 94.5652, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1149, s2.loss_cls: 0.0373, s2.acc: 94.4222, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0545, loss: 1.1305 +2025-06-26 22:02:15,802 - mmdet - INFO - Epoch [24][1150/7330] lr: 1.000e-04, eta: 1 day, 2:55:27, time: 1.000, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1649, s0.acc: 94.1658, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2224, s1.loss_cls: 0.0759, s1.acc: 94.4734, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1102, s2.loss_cls: 0.0367, s2.acc: 94.5562, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0521, loss: 1.1041 +2025-06-26 22:03:04,904 - mmdet - INFO - Epoch [24][1200/7330] lr: 1.000e-04, eta: 1 day, 2:54:35, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1494, s0.acc: 94.7292, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2194, s1.loss_cls: 0.0681, s1.acc: 95.0523, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1108, s2.loss_cls: 0.0335, s2.acc: 94.9892, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0529, loss: 1.0435 +2025-06-26 22:03:54,364 - mmdet - INFO - Epoch [24][1250/7330] lr: 1.000e-04, eta: 1 day, 2:53:42, time: 0.989, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1645, s0.acc: 94.2686, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2257, s1.loss_cls: 0.0754, s1.acc: 94.5843, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1130, s2.loss_cls: 0.0363, s2.acc: 94.5983, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.1082 +2025-06-26 22:04:43,468 - mmdet - INFO - Epoch [24][1300/7330] lr: 1.000e-04, eta: 1 day, 2:52:49, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1575, s0.acc: 94.5659, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2273, s1.loss_cls: 0.0729, s1.acc: 94.7835, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1132, s2.loss_cls: 0.0357, s2.acc: 94.7336, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0871 +2025-06-26 22:05:47,862 - mmdet - INFO - Epoch [24][1350/7330] lr: 1.000e-04, eta: 1 day, 2:52:05, time: 1.288, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1499, s0.acc: 94.6797, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2208, s1.loss_cls: 0.0698, s1.acc: 94.9606, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1110, s2.loss_cls: 0.0343, s2.acc: 94.9099, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0521, loss: 1.0557 +2025-06-26 22:06:37,293 - mmdet - INFO - Epoch [24][1400/7330] lr: 1.000e-04, eta: 1 day, 2:51:12, time: 0.989, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1684, s0.acc: 94.0110, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2245, s1.loss_cls: 0.0775, s1.acc: 94.3777, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1118, s2.loss_cls: 0.0375, s2.acc: 94.4245, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0526, loss: 1.1318 +2025-06-26 22:07:29,540 - mmdet - INFO - Epoch [24][1450/7330] lr: 1.000e-04, eta: 1 day, 2:50:21, time: 1.045, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1601, s0.acc: 94.3091, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2252, s1.loss_cls: 0.0735, s1.acc: 94.6365, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1129, s2.loss_cls: 0.0362, s2.acc: 94.6148, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0536, loss: 1.1029 +2025-06-26 22:08:17,675 - mmdet - INFO - Epoch [24][1500/7330] lr: 1.000e-04, eta: 1 day, 2:49:28, time: 0.963, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1555, s0.acc: 94.4883, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2278, s1.loss_cls: 0.0711, s1.acc: 94.9084, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1141, s2.loss_cls: 0.0346, s2.acc: 94.8753, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.0791 +2025-06-26 22:09:08,648 - mmdet - INFO - Epoch [24][1550/7330] lr: 1.000e-04, eta: 1 day, 2:48:36, time: 1.019, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1471, s0.acc: 94.8215, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2260, s1.loss_cls: 0.0679, s1.acc: 95.0266, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1128, s2.loss_cls: 0.0332, s2.acc: 95.0096, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0528, loss: 1.0476 +2025-06-26 22:09:58,144 - mmdet - INFO - Epoch [24][1600/7330] lr: 1.000e-04, eta: 1 day, 2:47:43, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1597, s0.acc: 94.3911, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2283, s1.loss_cls: 0.0733, s1.acc: 94.7726, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1134, s2.loss_cls: 0.0361, s2.acc: 94.7006, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.1047 +2025-06-26 22:10:46,979 - mmdet - INFO - Epoch [24][1650/7330] lr: 1.000e-04, eta: 1 day, 2:46:51, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1476, s0.acc: 94.7761, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2256, s1.loss_cls: 0.0683, s1.acc: 95.0476, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1135, s2.loss_cls: 0.0334, s2.acc: 95.0739, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0529, loss: 1.0612 +2025-06-26 22:11:36,304 - mmdet - INFO - Epoch [24][1700/7330] lr: 1.000e-04, eta: 1 day, 2:45:58, time: 0.986, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1639, s0.acc: 94.2993, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2300, s1.loss_cls: 0.0747, s1.acc: 94.6070, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1131, s2.loss_cls: 0.0360, s2.acc: 94.7147, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.1132 +2025-06-26 22:12:36,641 - mmdet - INFO - Epoch [24][1750/7330] lr: 1.000e-04, eta: 1 day, 2:45:11, time: 1.207, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1497, s0.acc: 94.7959, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2232, s1.loss_cls: 0.0687, s1.acc: 95.1432, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1115, s2.loss_cls: 0.0339, s2.acc: 95.0733, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0524, loss: 1.0494 +2025-06-26 22:13:30,039 - mmdet - INFO - Epoch [24][1800/7330] lr: 1.000e-04, eta: 1 day, 2:44:21, time: 1.068, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1460, s0.acc: 94.8992, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2283, s1.loss_cls: 0.0671, s1.acc: 95.1534, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1141, s2.loss_cls: 0.0329, s2.acc: 95.1174, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0546, loss: 1.0475 +2025-06-26 22:14:21,669 - mmdet - INFO - Epoch [24][1850/7330] lr: 1.000e-04, eta: 1 day, 2:43:29, time: 1.033, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1590, s0.acc: 94.3977, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2301, s1.loss_cls: 0.0735, s1.acc: 94.7038, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1155, s2.loss_cls: 0.0359, s2.acc: 94.7194, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0541, loss: 1.1026 +2025-06-26 22:15:10,646 - mmdet - INFO - Epoch [24][1900/7330] lr: 1.000e-04, eta: 1 day, 2:42:37, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1567, s0.acc: 94.5044, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2226, s1.loss_cls: 0.0718, s1.acc: 94.8362, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1114, s2.loss_cls: 0.0356, s2.acc: 94.7005, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0524, loss: 1.0764 +2025-06-26 22:16:02,340 - mmdet - INFO - Epoch [24][1950/7330] lr: 1.000e-04, eta: 1 day, 2:41:45, time: 1.034, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1615, s0.acc: 94.2600, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2308, s1.loss_cls: 0.0739, s1.acc: 94.5601, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0365, s2.acc: 94.5618, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0547, loss: 1.1063 +2025-06-26 22:16:50,797 - mmdet - INFO - Epoch [24][2000/7330] lr: 1.000e-04, eta: 1 day, 2:40:52, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1528, s0.acc: 94.6243, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2183, s1.loss_cls: 0.0699, s1.acc: 94.9824, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1089, s2.loss_cls: 0.0339, s2.acc: 94.9929, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0516, loss: 1.0392 +2025-06-26 22:17:39,449 - mmdet - INFO - Epoch [24][2050/7330] lr: 1.000e-04, eta: 1 day, 2:39:59, time: 0.973, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1552, s0.acc: 94.5691, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2266, s1.loss_cls: 0.0710, s1.acc: 94.8985, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1140, s2.loss_cls: 0.0348, s2.acc: 94.7609, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.0867 +2025-06-26 22:18:29,179 - mmdet - INFO - Epoch [24][2100/7330] lr: 1.000e-04, eta: 1 day, 2:39:07, time: 0.994, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1782, s0.acc: 93.8450, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2362, s1.loss_cls: 0.0824, s1.acc: 94.2134, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1164, s2.loss_cls: 0.0396, s2.acc: 94.2131, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0547, loss: 1.1712 +2025-06-26 22:19:23,169 - mmdet - INFO - Epoch [24][2150/7330] lr: 1.000e-04, eta: 1 day, 2:38:17, time: 1.080, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1598, s0.acc: 94.3440, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2281, s1.loss_cls: 0.0722, s1.acc: 94.7268, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1132, s2.loss_cls: 0.0353, s2.acc: 94.6522, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0980 +2025-06-26 22:20:22,718 - mmdet - INFO - Epoch [24][2200/7330] lr: 1.000e-04, eta: 1 day, 2:37:29, time: 1.191, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1553, s0.acc: 94.5449, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2234, s1.loss_cls: 0.0718, s1.acc: 94.8297, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1117, s2.loss_cls: 0.0350, s2.acc: 94.8091, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0527, loss: 1.0690 +2025-06-26 22:21:14,123 - mmdet - INFO - Epoch [24][2250/7330] lr: 1.000e-04, eta: 1 day, 2:36:38, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1588, s0.acc: 94.3394, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2267, s1.loss_cls: 0.0739, s1.acc: 94.5569, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1127, s2.loss_cls: 0.0358, s2.acc: 94.6767, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0529, loss: 1.0856 +2025-06-26 22:22:02,987 - mmdet - INFO - Epoch [24][2300/7330] lr: 1.000e-04, eta: 1 day, 2:35:45, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1648, s0.acc: 94.3381, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2261, s1.loss_cls: 0.0752, s1.acc: 94.6003, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1119, s2.loss_cls: 0.0368, s2.acc: 94.6542, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.1054 +2025-06-26 22:22:54,088 - mmdet - INFO - Epoch [24][2350/7330] lr: 1.000e-04, eta: 1 day, 2:34:53, time: 1.022, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1566, s0.acc: 94.4077, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2253, s1.loss_cls: 0.0716, s1.acc: 94.7128, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1120, s2.loss_cls: 0.0350, s2.acc: 94.7334, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0830 +2025-06-26 22:23:42,832 - mmdet - INFO - Epoch [24][2400/7330] lr: 1.000e-04, eta: 1 day, 2:34:00, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1545, s0.acc: 94.4519, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2257, s1.loss_cls: 0.0719, s1.acc: 94.6746, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1120, s2.loss_cls: 0.0349, s2.acc: 94.7205, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0785 +2025-06-26 22:24:31,784 - mmdet - INFO - Epoch [24][2450/7330] lr: 1.000e-04, eta: 1 day, 2:33:07, time: 0.979, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1629, s0.acc: 94.3208, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2248, s1.loss_cls: 0.0759, s1.acc: 94.5627, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1121, s2.loss_cls: 0.0366, s2.acc: 94.6128, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0523, loss: 1.0907 +2025-06-26 22:25:20,359 - mmdet - INFO - Epoch [24][2500/7330] lr: 1.000e-04, eta: 1 day, 2:32:14, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1573, s0.acc: 94.4771, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2289, s1.loss_cls: 0.0731, s1.acc: 94.7235, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1143, s2.loss_cls: 0.0355, s2.acc: 94.6865, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.0893 +2025-06-26 22:26:09,010 - mmdet - INFO - Epoch [24][2550/7330] lr: 1.000e-04, eta: 1 day, 2:31:21, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1479, s0.acc: 94.7307, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2265, s1.loss_cls: 0.0682, s1.acc: 94.9570, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1130, s2.loss_cls: 0.0331, s2.acc: 95.0232, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0536, loss: 1.0543 +2025-06-26 22:27:15,153 - mmdet - INFO - Epoch [24][2600/7330] lr: 1.000e-04, eta: 1 day, 2:30:38, time: 1.323, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1605, s0.acc: 94.3638, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2253, s1.loss_cls: 0.0741, s1.acc: 94.6660, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1122, s2.loss_cls: 0.0361, s2.acc: 94.6809, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0529, loss: 1.0921 +2025-06-26 22:28:04,392 - mmdet - INFO - Epoch [24][2650/7330] lr: 1.000e-04, eta: 1 day, 2:29:45, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1570, s0.acc: 94.5342, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2266, s1.loss_cls: 0.0720, s1.acc: 94.8027, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1141, s2.loss_cls: 0.0354, s2.acc: 94.7122, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.0849 +2025-06-26 22:28:55,408 - mmdet - INFO - Epoch [24][2700/7330] lr: 1.000e-04, eta: 1 day, 2:28:53, time: 1.020, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1517, s0.acc: 94.7500, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2164, s1.loss_cls: 0.0701, s1.acc: 94.9738, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1096, s2.loss_cls: 0.0343, s2.acc: 94.8917, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0519 +2025-06-26 22:29:44,972 - mmdet - INFO - Epoch [24][2750/7330] lr: 1.000e-04, eta: 1 day, 2:28:01, time: 0.991, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1618, s0.acc: 94.3044, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2324, s1.loss_cls: 0.0748, s1.acc: 94.6114, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1166, s2.loss_cls: 0.0371, s2.acc: 94.5065, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0546, loss: 1.1312 +2025-06-26 22:30:36,546 - mmdet - INFO - Epoch [24][2800/7330] lr: 1.000e-04, eta: 1 day, 2:27:09, time: 1.031, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1604, s0.acc: 94.3362, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2275, s1.loss_cls: 0.0731, s1.acc: 94.7369, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1139, s2.loss_cls: 0.0355, s2.acc: 94.7770, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1058 +2025-06-26 22:31:26,063 - mmdet - INFO - Epoch [24][2850/7330] lr: 1.000e-04, eta: 1 day, 2:26:17, time: 0.990, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1612, s0.acc: 94.4006, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2236, s1.loss_cls: 0.0746, s1.acc: 94.6523, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1119, s2.loss_cls: 0.0363, s2.acc: 94.6691, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0525, loss: 1.0956 +2025-06-26 22:32:14,707 - mmdet - INFO - Epoch [24][2900/7330] lr: 1.000e-04, eta: 1 day, 2:25:24, time: 0.973, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1542, s0.acc: 94.5874, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2343, s1.loss_cls: 0.0709, s1.acc: 94.9296, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1156, s2.loss_cls: 0.0350, s2.acc: 94.7936, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0548, loss: 1.1011 +2025-06-26 22:33:04,100 - mmdet - INFO - Epoch [24][2950/7330] lr: 1.000e-04, eta: 1 day, 2:24:31, time: 0.988, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1615, s0.acc: 94.3579, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2338, s1.loss_cls: 0.0739, s1.acc: 94.6960, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1170, s2.loss_cls: 0.0361, s2.acc: 94.6372, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0554, loss: 1.1173 +2025-06-26 22:34:02,853 - mmdet - INFO - Epoch [24][3000/7330] lr: 1.000e-04, eta: 1 day, 2:23:44, time: 1.175, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1630, s0.acc: 94.3027, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2283, s1.loss_cls: 0.0743, s1.acc: 94.6467, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1138, s2.loss_cls: 0.0359, s2.acc: 94.6768, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0536, loss: 1.1165 +2025-06-26 22:34:57,376 - mmdet - INFO - Epoch [24][3050/7330] lr: 1.000e-04, eta: 1 day, 2:22:54, time: 1.090, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1634, s0.acc: 94.3071, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2276, s1.loss_cls: 0.0748, s1.acc: 94.6257, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1135, s2.loss_cls: 0.0367, s2.acc: 94.5471, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0982 +2025-06-26 22:35:48,977 - mmdet - INFO - Epoch [24][3100/7330] lr: 1.000e-04, eta: 1 day, 2:22:03, time: 1.032, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1705, s0.acc: 94.0117, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2372, s1.loss_cls: 0.0790, s1.acc: 94.3020, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1167, s2.loss_cls: 0.0380, s2.acc: 94.4448, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0548, loss: 1.1522 +2025-06-26 22:36:37,950 - mmdet - INFO - Epoch [24][3150/7330] lr: 1.000e-04, eta: 1 day, 2:21:10, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1599, s0.acc: 94.3447, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2308, s1.loss_cls: 0.0743, s1.acc: 94.5812, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1158, s2.loss_cls: 0.0358, s2.acc: 94.6777, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0542, loss: 1.1044 +2025-06-26 22:37:28,983 - mmdet - INFO - Epoch [24][3200/7330] lr: 1.000e-04, eta: 1 day, 2:20:18, time: 1.020, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1538, s0.acc: 94.5601, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2258, s1.loss_cls: 0.0705, s1.acc: 94.8689, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1133, s2.loss_cls: 0.0347, s2.acc: 94.7788, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0535, loss: 1.0747 +2025-06-26 22:38:18,309 - mmdet - INFO - Epoch [24][3250/7330] lr: 1.000e-04, eta: 1 day, 2:19:25, time: 0.987, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1602, s0.acc: 94.3699, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2275, s1.loss_cls: 0.0739, s1.acc: 94.7243, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1125, s2.loss_cls: 0.0357, s2.acc: 94.7289, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1043 +2025-06-26 22:39:06,874 - mmdet - INFO - Epoch [24][3300/7330] lr: 1.000e-04, eta: 1 day, 2:18:32, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1517, s0.acc: 94.6531, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2297, s1.loss_cls: 0.0690, s1.acc: 95.0431, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1144, s2.loss_cls: 0.0336, s2.acc: 95.0262, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0539, loss: 1.0808 +2025-06-26 22:39:56,382 - mmdet - INFO - Epoch [24][3350/7330] lr: 1.000e-04, eta: 1 day, 2:17:40, time: 0.990, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1511, s0.acc: 94.6135, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2222, s1.loss_cls: 0.0690, s1.acc: 94.9633, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1109, s2.loss_cls: 0.0336, s2.acc: 95.0223, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0645 +2025-06-26 22:40:50,347 - mmdet - INFO - Epoch [24][3400/7330] lr: 1.000e-04, eta: 1 day, 2:16:50, time: 1.079, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1574, s0.acc: 94.3677, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2278, s1.loss_cls: 0.0721, s1.acc: 94.7873, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1137, s2.loss_cls: 0.0345, s2.acc: 94.8779, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.0944 +2025-06-26 22:41:49,418 - mmdet - INFO - Epoch [24][3450/7330] lr: 1.000e-04, eta: 1 day, 2:16:02, time: 1.181, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1600, s0.acc: 94.3210, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2276, s1.loss_cls: 0.0729, s1.acc: 94.6573, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1139, s2.loss_cls: 0.0356, s2.acc: 94.6813, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1016 +2025-06-26 22:42:40,826 - mmdet - INFO - Epoch [24][3500/7330] lr: 1.000e-04, eta: 1 day, 2:15:11, time: 1.028, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1610, s0.acc: 94.3230, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2274, s1.loss_cls: 0.0740, s1.acc: 94.6257, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1131, s2.loss_cls: 0.0361, s2.acc: 94.6786, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.1014 +2025-06-26 22:43:29,600 - mmdet - INFO - Epoch [24][3550/7330] lr: 1.000e-04, eta: 1 day, 2:14:18, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1559, s0.acc: 94.5012, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2288, s1.loss_cls: 0.0722, s1.acc: 94.7920, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1141, s2.loss_cls: 0.0355, s2.acc: 94.7022, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0539, loss: 1.0929 +2025-06-26 22:44:21,523 - mmdet - INFO - Epoch [24][3600/7330] lr: 1.000e-04, eta: 1 day, 2:13:26, time: 1.038, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1684, s0.acc: 94.0757, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2369, s1.loss_cls: 0.0771, s1.acc: 94.3798, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1186, s2.loss_cls: 0.0371, s2.acc: 94.4883, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0554, loss: 1.1416 +2025-06-26 22:45:09,957 - mmdet - INFO - Epoch [24][3650/7330] lr: 1.000e-04, eta: 1 day, 2:12:33, time: 0.969, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1544, s0.acc: 94.5693, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2281, s1.loss_cls: 0.0714, s1.acc: 94.8333, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1139, s2.loss_cls: 0.0348, s2.acc: 94.8475, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0539, loss: 1.0795 +2025-06-26 22:45:58,431 - mmdet - INFO - Epoch [24][3700/7330] lr: 1.000e-04, eta: 1 day, 2:11:40, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1649, s0.acc: 94.3279, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2277, s1.loss_cls: 0.0752, s1.acc: 94.6604, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1135, s2.loss_cls: 0.0364, s2.acc: 94.7038, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0537, loss: 1.1028 +2025-06-26 22:46:46,799 - mmdet - INFO - Epoch [24][3750/7330] lr: 1.000e-04, eta: 1 day, 2:10:47, time: 0.967, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1487, s0.acc: 94.7732, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2196, s1.loss_cls: 0.0670, s1.acc: 95.1650, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1097, s2.loss_cls: 0.0326, s2.acc: 95.1878, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0517, loss: 1.0519 +2025-06-26 22:47:36,201 - mmdet - INFO - Epoch [24][3800/7330] lr: 1.000e-04, eta: 1 day, 2:09:55, time: 0.988, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1585, s0.acc: 94.3762, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2301, s1.loss_cls: 0.0709, s1.acc: 94.8424, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1145, s2.loss_cls: 0.0346, s2.acc: 94.7743, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0541, loss: 1.0970 +2025-06-26 22:48:42,347 - mmdet - INFO - Epoch [24][3850/7330] lr: 1.000e-04, eta: 1 day, 2:09:11, time: 1.323, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1704, s0.acc: 94.0186, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2337, s1.loss_cls: 0.0789, s1.acc: 94.3290, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1160, s2.loss_cls: 0.0385, s2.acc: 94.2949, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1464 +2025-06-26 22:49:31,097 - mmdet - INFO - Epoch [24][3900/7330] lr: 1.000e-04, eta: 1 day, 2:08:18, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1565, s0.acc: 94.5154, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2292, s1.loss_cls: 0.0727, s1.acc: 94.7837, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1146, s2.loss_cls: 0.0352, s2.acc: 94.7986, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0536, loss: 1.0838 +2025-06-26 22:50:22,777 - mmdet - INFO - Epoch [24][3950/7330] lr: 1.000e-04, eta: 1 day, 2:07:27, time: 1.034, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1605, s0.acc: 94.3167, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2317, s1.loss_cls: 0.0737, s1.acc: 94.6835, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1150, s2.loss_cls: 0.0361, s2.acc: 94.5786, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0540, loss: 1.1251 +2025-06-26 22:51:11,472 - mmdet - INFO - Epoch [24][4000/7330] lr: 1.000e-04, eta: 1 day, 2:06:34, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1556, s0.acc: 94.4827, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2249, s1.loss_cls: 0.0716, s1.acc: 94.8125, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1115, s2.loss_cls: 0.0347, s2.acc: 94.8705, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0525, loss: 1.0708 +2025-06-26 22:52:02,624 - mmdet - INFO - Epoch [24][4050/7330] lr: 1.000e-04, eta: 1 day, 2:05:42, time: 1.023, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1603, s0.acc: 94.3516, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2242, s1.loss_cls: 0.0736, s1.acc: 94.6900, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1119, s2.loss_cls: 0.0356, s2.acc: 94.7599, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0527, loss: 1.0887 +2025-06-26 22:52:50,863 - mmdet - INFO - Epoch [24][4100/7330] lr: 1.000e-04, eta: 1 day, 2:04:49, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1536, s0.acc: 94.6531, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2215, s1.loss_cls: 0.0698, s1.acc: 95.0442, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1116, s2.loss_cls: 0.0341, s2.acc: 95.0183, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0520, loss: 1.0632 +2025-06-26 22:53:38,876 - mmdet - INFO - Epoch [24][4150/7330] lr: 1.000e-04, eta: 1 day, 2:03:55, time: 0.960, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1586, s0.acc: 94.4512, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2326, s1.loss_cls: 0.0742, s1.acc: 94.6973, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1161, s2.loss_cls: 0.0362, s2.acc: 94.7228, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0544, loss: 1.0915 +2025-06-26 22:54:27,413 - mmdet - INFO - Epoch [24][4200/7330] lr: 1.000e-04, eta: 1 day, 2:03:02, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1536, s0.acc: 94.5334, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2267, s1.loss_cls: 0.0703, s1.acc: 94.8009, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1135, s2.loss_cls: 0.0345, s2.acc: 94.7974, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0534, loss: 1.0679 +2025-06-26 22:55:28,949 - mmdet - INFO - Epoch [24][4250/7330] lr: 1.000e-04, eta: 1 day, 2:02:16, time: 1.231, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1461, s0.acc: 94.8660, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2263, s1.loss_cls: 0.0672, s1.acc: 95.1489, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1123, s2.loss_cls: 0.0334, s2.acc: 95.1019, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0495 +2025-06-26 22:56:20,575 - mmdet - INFO - Epoch [24][4300/7330] lr: 1.000e-04, eta: 1 day, 2:01:25, time: 1.033, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1581, s0.acc: 94.3982, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2278, s1.loss_cls: 0.0734, s1.acc: 94.6483, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1136, s2.loss_cls: 0.0362, s2.acc: 94.5566, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.1014 +2025-06-26 22:57:12,710 - mmdet - INFO - Epoch [24][4350/7330] lr: 1.000e-04, eta: 1 day, 2:00:34, time: 1.043, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1650, s0.acc: 94.1301, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2243, s1.loss_cls: 0.0761, s1.acc: 94.4387, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1117, s2.loss_cls: 0.0371, s2.acc: 94.5624, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0528, loss: 1.1151 +2025-06-26 22:58:01,544 - mmdet - INFO - Epoch [24][4400/7330] lr: 1.000e-04, eta: 1 day, 1:59:41, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1620, s0.acc: 94.2268, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2302, s1.loss_cls: 0.0739, s1.acc: 94.5488, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1151, s2.loss_cls: 0.0360, s2.acc: 94.5045, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0542, loss: 1.1144 +2025-06-26 22:58:52,848 - mmdet - INFO - Epoch [24][4450/7330] lr: 1.000e-04, eta: 1 day, 1:58:49, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1605, s0.acc: 94.2939, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2211, s1.loss_cls: 0.0744, s1.acc: 94.5749, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1109, s2.loss_cls: 0.0365, s2.acc: 94.4704, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0926 +2025-06-26 22:59:41,359 - mmdet - INFO - Epoch [24][4500/7330] lr: 1.000e-04, eta: 1 day, 1:57:56, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1537, s0.acc: 94.6604, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2230, s1.loss_cls: 0.0700, s1.acc: 94.9461, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1117, s2.loss_cls: 0.0340, s2.acc: 94.9577, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0526, loss: 1.0700 +2025-06-26 23:00:30,229 - mmdet - INFO - Epoch [24][4550/7330] lr: 1.000e-04, eta: 1 day, 1:57:03, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1614, s0.acc: 94.2407, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2288, s1.loss_cls: 0.0745, s1.acc: 94.5848, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1132, s2.loss_cls: 0.0359, s2.acc: 94.7086, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0532, loss: 1.0995 +2025-06-26 23:01:18,741 - mmdet - INFO - Epoch [24][4600/7330] lr: 1.000e-04, eta: 1 day, 1:56:10, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1628, s0.acc: 94.3325, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2273, s1.loss_cls: 0.0748, s1.acc: 94.7284, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1143, s2.loss_cls: 0.0360, s2.acc: 94.7177, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.0973 +2025-06-26 23:02:12,449 - mmdet - INFO - Epoch [24][4650/7330] lr: 1.000e-04, eta: 1 day, 1:55:20, time: 1.074, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1606, s0.acc: 94.4011, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2272, s1.loss_cls: 0.0737, s1.acc: 94.6663, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1130, s2.loss_cls: 0.0352, s2.acc: 94.8275, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0530, loss: 1.0906 +2025-06-26 23:03:14,418 - mmdet - INFO - Epoch [24][4700/7330] lr: 1.000e-04, eta: 1 day, 1:54:34, time: 1.239, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1626, s0.acc: 94.2822, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2303, s1.loss_cls: 0.0753, s1.acc: 94.5965, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1134, s2.loss_cls: 0.0369, s2.acc: 94.4915, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0534, loss: 1.1140 +2025-06-26 23:04:05,584 - mmdet - INFO - Epoch [24][4750/7330] lr: 1.000e-04, eta: 1 day, 1:53:42, time: 1.023, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1582, s0.acc: 94.4885, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2216, s1.loss_cls: 0.0731, s1.acc: 94.8019, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1105, s2.loss_cls: 0.0357, s2.acc: 94.7892, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 1.0700 +2025-06-26 23:04:54,847 - mmdet - INFO - Epoch [24][4800/7330] lr: 1.000e-04, eta: 1 day, 1:52:50, time: 0.985, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1723, s0.acc: 93.9946, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2325, s1.loss_cls: 0.0791, s1.acc: 94.2741, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1149, s2.loss_cls: 0.0385, s2.acc: 94.3624, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0541, loss: 1.1486 +2025-06-26 23:05:46,615 - mmdet - INFO - Epoch [24][4850/7330] lr: 1.000e-04, eta: 1 day, 1:51:58, time: 1.036, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1685, s0.acc: 94.1345, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2240, s1.loss_cls: 0.0773, s1.acc: 94.4991, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1121, s2.loss_cls: 0.0380, s2.acc: 94.4139, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0526, loss: 1.1209 +2025-06-26 23:06:35,544 - mmdet - INFO - Epoch [24][4900/7330] lr: 1.000e-04, eta: 1 day, 1:51:06, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1573, s0.acc: 94.4233, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2261, s1.loss_cls: 0.0726, s1.acc: 94.7154, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1126, s2.loss_cls: 0.0353, s2.acc: 94.6730, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0890 +2025-06-26 23:07:23,812 - mmdet - INFO - Epoch [24][4950/7330] lr: 1.000e-04, eta: 1 day, 1:50:12, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1575, s0.acc: 94.4885, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2229, s1.loss_cls: 0.0732, s1.acc: 94.8000, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1108, s2.loss_cls: 0.0357, s2.acc: 94.8505, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0522, loss: 1.0688 +2025-06-26 23:08:13,155 - mmdet - INFO - Epoch [24][5000/7330] lr: 1.000e-04, eta: 1 day, 1:49:20, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1570, s0.acc: 94.4849, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2275, s1.loss_cls: 0.0715, s1.acc: 94.8393, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1129, s2.loss_cls: 0.0352, s2.acc: 94.8244, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0926 +2025-06-26 23:09:01,496 - mmdet - INFO - Epoch [24][5050/7330] lr: 1.000e-04, eta: 1 day, 1:48:27, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1621, s0.acc: 94.2937, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2303, s1.loss_cls: 0.0748, s1.acc: 94.6058, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1155, s2.loss_cls: 0.0367, s2.acc: 94.5405, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.0995 +2025-06-26 23:10:05,291 - mmdet - INFO - Epoch [24][5100/7330] lr: 1.000e-04, eta: 1 day, 1:47:42, time: 1.276, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1695, s0.acc: 94.0474, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2318, s1.loss_cls: 0.0784, s1.acc: 94.3661, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1155, s2.loss_cls: 0.0381, s2.acc: 94.2861, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0537, loss: 1.1349 +2025-06-26 23:10:54,665 - mmdet - INFO - Epoch [24][5150/7330] lr: 1.000e-04, eta: 1 day, 1:46:49, time: 0.987, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1622, s0.acc: 94.3245, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2286, s1.loss_cls: 0.0744, s1.acc: 94.6625, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1142, s2.loss_cls: 0.0365, s2.acc: 94.6025, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1136 +2025-06-26 23:11:45,822 - mmdet - INFO - Epoch [24][5200/7330] lr: 1.000e-04, eta: 1 day, 1:45:57, time: 1.023, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1692, s0.acc: 94.1780, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2313, s1.loss_cls: 0.0778, s1.acc: 94.4896, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1149, s2.loss_cls: 0.0372, s2.acc: 94.5561, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0544, loss: 1.1251 +2025-06-26 23:12:34,807 - mmdet - INFO - Epoch [24][5250/7330] lr: 1.000e-04, eta: 1 day, 1:45:05, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1570, s0.acc: 94.4517, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2259, s1.loss_cls: 0.0726, s1.acc: 94.7041, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1132, s2.loss_cls: 0.0358, s2.acc: 94.5635, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.0829 +2025-06-26 23:13:26,272 - mmdet - INFO - Epoch [24][5300/7330] lr: 1.000e-04, eta: 1 day, 1:44:13, time: 1.029, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1610, s0.acc: 94.3594, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2236, s1.loss_cls: 0.0737, s1.acc: 94.7314, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1112, s2.loss_cls: 0.0362, s2.acc: 94.6964, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0945 +2025-06-26 23:14:14,667 - mmdet - INFO - Epoch [24][5350/7330] lr: 1.000e-04, eta: 1 day, 1:43:20, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1543, s0.acc: 94.5632, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2261, s1.loss_cls: 0.0698, s1.acc: 94.9492, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1140, s2.loss_cls: 0.0343, s2.acc: 94.9073, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.0835 +2025-06-26 23:15:03,390 - mmdet - INFO - Epoch [24][5400/7330] lr: 1.000e-04, eta: 1 day, 1:42:27, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1517, s0.acc: 94.6565, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2246, s1.loss_cls: 0.0703, s1.acc: 94.9161, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1132, s2.loss_cls: 0.0345, s2.acc: 94.8883, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0533, loss: 1.0593 +2025-06-26 23:15:53,063 - mmdet - INFO - Epoch [24][5450/7330] lr: 1.000e-04, eta: 1 day, 1:41:35, time: 0.993, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1598, s0.acc: 94.2876, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2306, s1.loss_cls: 0.0741, s1.acc: 94.5808, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1143, s2.loss_cls: 0.0366, s2.acc: 94.5235, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0540, loss: 1.1125 +2025-06-26 23:16:55,239 - mmdet - INFO - Epoch [24][5500/7330] lr: 1.000e-04, eta: 1 day, 1:40:49, time: 1.243, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1647, s0.acc: 94.2754, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2333, s1.loss_cls: 0.0764, s1.acc: 94.5548, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1154, s2.loss_cls: 0.0372, s2.acc: 94.4752, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0541, loss: 1.1191 +2025-06-26 23:17:46,338 - mmdet - INFO - Epoch [24][5550/7330] lr: 1.000e-04, eta: 1 day, 1:39:57, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1603, s0.acc: 94.2920, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2267, s1.loss_cls: 0.0732, s1.acc: 94.6166, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1137, s2.loss_cls: 0.0359, s2.acc: 94.6357, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.0963 +2025-06-26 23:18:36,903 - mmdet - INFO - Epoch [24][5600/7330] lr: 1.000e-04, eta: 1 day, 1:39:05, time: 1.011, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1569, s0.acc: 94.4797, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2282, s1.loss_cls: 0.0724, s1.acc: 94.8024, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1134, s2.loss_cls: 0.0350, s2.acc: 94.8144, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0532, loss: 1.0793 +2025-06-26 23:19:25,667 - mmdet - INFO - Epoch [24][5650/7330] lr: 1.000e-04, eta: 1 day, 1:38:12, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1662, s0.acc: 94.1011, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2310, s1.loss_cls: 0.0766, s1.acc: 94.4202, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1139, s2.loss_cls: 0.0373, s2.acc: 94.3867, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.1222 +2025-06-26 23:20:16,456 - mmdet - INFO - Epoch [24][5700/7330] lr: 1.000e-04, eta: 1 day, 1:37:20, time: 1.016, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1576, s0.acc: 94.4624, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2276, s1.loss_cls: 0.0731, s1.acc: 94.7092, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1126, s2.loss_cls: 0.0360, s2.acc: 94.6339, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0532, loss: 1.0855 +2025-06-26 23:21:04,593 - mmdet - INFO - Epoch [24][5750/7330] lr: 1.000e-04, eta: 1 day, 1:36:27, time: 0.963, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1619, s0.acc: 94.3262, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2281, s1.loss_cls: 0.0757, s1.acc: 94.5513, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1132, s2.loss_cls: 0.0365, s2.acc: 94.5564, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.1037 +2025-06-26 23:21:53,213 - mmdet - INFO - Epoch [24][5800/7330] lr: 1.000e-04, eta: 1 day, 1:35:34, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1630, s0.acc: 94.2297, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2262, s1.loss_cls: 0.0756, s1.acc: 94.5520, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.6027, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0969 +2025-06-26 23:22:42,609 - mmdet - INFO - Epoch [24][5850/7330] lr: 1.000e-04, eta: 1 day, 1:34:42, time: 0.988, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1581, s0.acc: 94.3547, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2267, s1.loss_cls: 0.0736, s1.acc: 94.6442, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1134, s2.loss_cls: 0.0356, s2.acc: 94.6422, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.1007 +2025-06-26 23:23:35,843 - mmdet - INFO - Epoch [24][5900/7330] lr: 1.000e-04, eta: 1 day, 1:33:51, time: 1.065, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1562, s0.acc: 94.6189, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2234, s1.loss_cls: 0.0715, s1.acc: 94.9195, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1105, s2.loss_cls: 0.0348, s2.acc: 94.9416, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0725 +2025-06-26 23:24:34,599 - mmdet - INFO - Epoch [24][5950/7330] lr: 1.000e-04, eta: 1 day, 1:33:03, time: 1.175, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1579, s0.acc: 94.4719, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2286, s1.loss_cls: 0.0723, s1.acc: 94.7552, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1141, s2.loss_cls: 0.0357, s2.acc: 94.7285, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.0911 +2025-06-26 23:25:25,906 - mmdet - INFO - Epoch [24][6000/7330] lr: 1.000e-04, eta: 1 day, 1:32:12, time: 1.026, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1645, s0.acc: 94.2261, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2307, s1.loss_cls: 0.0766, s1.acc: 94.4845, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1146, s2.loss_cls: 0.0370, s2.acc: 94.4925, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0537, loss: 1.1154 +2025-06-26 23:26:14,612 - mmdet - INFO - Epoch [24][6050/7330] lr: 1.000e-04, eta: 1 day, 1:31:19, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1503, s0.acc: 94.7566, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2304, s1.loss_cls: 0.0690, s1.acc: 95.0626, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1145, s2.loss_cls: 0.0333, s2.acc: 95.0627, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0538, loss: 1.0679 +2025-06-26 23:27:06,246 - mmdet - INFO - Epoch [24][6100/7330] lr: 1.000e-04, eta: 1 day, 1:30:28, time: 1.033, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1607, s0.acc: 94.2429, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2261, s1.loss_cls: 0.0745, s1.acc: 94.6481, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1132, s2.loss_cls: 0.0370, s2.acc: 94.4160, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.1078 +2025-06-26 23:27:55,148 - mmdet - INFO - Epoch [24][6150/7330] lr: 1.000e-04, eta: 1 day, 1:29:35, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1528, s0.acc: 94.5935, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2295, s1.loss_cls: 0.0707, s1.acc: 94.8942, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1154, s2.loss_cls: 0.0345, s2.acc: 94.8447, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0545, loss: 1.0787 +2025-06-26 23:28:44,139 - mmdet - INFO - Epoch [24][6200/7330] lr: 1.000e-04, eta: 1 day, 1:28:42, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1617, s0.acc: 94.2485, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2259, s1.loss_cls: 0.0754, s1.acc: 94.5201, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1138, s2.loss_cls: 0.0364, s2.acc: 94.5771, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0540, loss: 1.0999 +2025-06-26 23:29:33,208 - mmdet - INFO - Epoch [24][6250/7330] lr: 1.000e-04, eta: 1 day, 1:27:49, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1561, s0.acc: 94.4912, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2285, s1.loss_cls: 0.0725, s1.acc: 94.7591, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1132, s2.loss_cls: 0.0360, s2.acc: 94.5631, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.0901 +2025-06-26 23:30:24,422 - mmdet - INFO - Epoch [24][6300/7330] lr: 1.000e-04, eta: 1 day, 1:26:58, time: 1.025, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1593, s0.acc: 94.5024, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2240, s1.loss_cls: 0.0733, s1.acc: 94.7934, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1117, s2.loss_cls: 0.0356, s2.acc: 94.7595, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0822 +2025-06-26 23:31:25,519 - mmdet - INFO - Epoch [24][6350/7330] lr: 1.000e-04, eta: 1 day, 1:26:11, time: 1.222, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1569, s0.acc: 94.5359, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2249, s1.loss_cls: 0.0714, s1.acc: 94.8735, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1119, s2.loss_cls: 0.0351, s2.acc: 94.7464, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0528, loss: 1.0768 +2025-06-26 23:32:16,801 - mmdet - INFO - Epoch [24][6400/7330] lr: 1.000e-04, eta: 1 day, 1:25:20, time: 1.026, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1562, s0.acc: 94.5776, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2254, s1.loss_cls: 0.0720, s1.acc: 94.9060, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1130, s2.loss_cls: 0.0350, s2.acc: 94.8767, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0787 +2025-06-26 23:33:04,941 - mmdet - INFO - Epoch [24][6450/7330] lr: 1.000e-04, eta: 1 day, 1:24:26, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1542, s0.acc: 94.5024, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2307, s1.loss_cls: 0.0711, s1.acc: 94.8137, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1146, s2.loss_cls: 0.0349, s2.acc: 94.7368, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.0817 +2025-06-26 23:33:56,437 - mmdet - INFO - Epoch [24][6500/7330] lr: 1.000e-04, eta: 1 day, 1:23:35, time: 1.030, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1648, s0.acc: 94.1702, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2277, s1.loss_cls: 0.0766, s1.acc: 94.5301, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1120, s2.loss_cls: 0.0370, s2.acc: 94.6765, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0531, loss: 1.1099 +2025-06-26 23:34:45,159 - mmdet - INFO - Epoch [24][6550/7330] lr: 1.000e-04, eta: 1 day, 1:22:42, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1554, s0.acc: 94.4993, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2337, s1.loss_cls: 0.0728, s1.acc: 94.7695, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1177, s2.loss_cls: 0.0360, s2.acc: 94.6238, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1014 +2025-06-26 23:35:34,290 - mmdet - INFO - Epoch [24][6600/7330] lr: 1.000e-04, eta: 1 day, 1:21:49, time: 0.983, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1660, s0.acc: 94.1143, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2352, s1.loss_cls: 0.0768, s1.acc: 94.3836, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1171, s2.loss_cls: 0.0380, s2.acc: 94.3459, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0553, loss: 1.1439 +2025-06-26 23:36:23,438 - mmdet - INFO - Epoch [24][6650/7330] lr: 1.000e-04, eta: 1 day, 1:20:57, time: 0.983, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1646, s0.acc: 94.2634, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2326, s1.loss_cls: 0.0767, s1.acc: 94.5851, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1147, s2.loss_cls: 0.0375, s2.acc: 94.4899, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0537, loss: 1.1167 +2025-06-26 23:37:12,147 - mmdet - INFO - Epoch [24][6700/7330] lr: 1.000e-04, eta: 1 day, 1:20:04, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1645, s0.acc: 94.3108, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2227, s1.loss_cls: 0.0754, s1.acc: 94.6773, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1116, s2.loss_cls: 0.0366, s2.acc: 94.6761, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0530, loss: 1.0935 +2025-06-26 23:38:13,561 - mmdet - INFO - Epoch [24][6750/7330] lr: 1.000e-04, eta: 1 day, 1:19:17, time: 1.228, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1648, s0.acc: 94.2656, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2275, s1.loss_cls: 0.0759, s1.acc: 94.5933, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1127, s2.loss_cls: 0.0360, s2.acc: 94.7627, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0529, loss: 1.1024 +2025-06-26 23:39:05,148 - mmdet - INFO - Epoch [24][6800/7330] lr: 1.000e-04, eta: 1 day, 1:18:26, time: 1.032, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1634, s0.acc: 94.3777, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2221, s1.loss_cls: 0.0757, s1.acc: 94.6735, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1115, s2.loss_cls: 0.0369, s2.acc: 94.6421, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0527, loss: 1.0955 +2025-06-26 23:39:56,014 - mmdet - INFO - Epoch [24][6850/7330] lr: 1.000e-04, eta: 1 day, 1:17:34, time: 1.017, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1587, s0.acc: 94.4451, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2257, s1.loss_cls: 0.0737, s1.acc: 94.6301, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1131, s2.loss_cls: 0.0359, s2.acc: 94.5704, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.0960 +2025-06-26 23:40:44,353 - mmdet - INFO - Epoch [24][6900/7330] lr: 1.000e-04, eta: 1 day, 1:16:41, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1579, s0.acc: 94.6328, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2225, s1.loss_cls: 0.0721, s1.acc: 94.9624, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1110, s2.loss_cls: 0.0347, s2.acc: 94.9910, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0525, loss: 1.0568 +2025-06-26 23:41:38,431 - mmdet - INFO - Epoch [24][6950/7330] lr: 1.000e-04, eta: 1 day, 1:15:51, time: 1.082, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1699, s0.acc: 94.0354, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2263, s1.loss_cls: 0.0788, s1.acc: 94.3552, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1125, s2.loss_cls: 0.0387, s2.acc: 94.2597, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1287 +2025-06-26 23:42:27,029 - mmdet - INFO - Epoch [24][7000/7330] lr: 1.000e-04, eta: 1 day, 1:14:58, time: 0.972, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1644, s0.acc: 94.2356, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2332, s1.loss_cls: 0.0758, s1.acc: 94.6147, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1156, s2.loss_cls: 0.0369, s2.acc: 94.5528, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0546, loss: 1.1219 +2025-06-26 23:43:16,147 - mmdet - INFO - Epoch [24][7050/7330] lr: 1.000e-04, eta: 1 day, 1:14:05, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1727, s0.acc: 93.8726, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2341, s1.loss_cls: 0.0796, s1.acc: 94.2521, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1174, s2.loss_cls: 0.0390, s2.acc: 94.2485, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0548, loss: 1.1609 +2025-06-26 23:44:05,261 - mmdet - INFO - Epoch [24][7100/7330] lr: 1.000e-04, eta: 1 day, 1:13:13, time: 0.983, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1639, s0.acc: 94.2493, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2253, s1.loss_cls: 0.0763, s1.acc: 94.4669, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.5290, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0528, loss: 1.1076 +2025-06-26 23:44:58,241 - mmdet - INFO - Epoch [24][7150/7330] lr: 1.000e-04, eta: 1 day, 1:12:22, time: 1.060, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1593, s0.acc: 94.5132, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2287, s1.loss_cls: 0.0727, s1.acc: 94.8445, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1143, s2.loss_cls: 0.0354, s2.acc: 94.7760, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0541, loss: 1.0947 +2025-06-26 23:45:57,471 - mmdet - INFO - Epoch [24][7200/7330] lr: 1.000e-04, eta: 1 day, 1:11:34, time: 1.185, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1596, s0.acc: 94.4053, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2260, s1.loss_cls: 0.0743, s1.acc: 94.6703, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1122, s2.loss_cls: 0.0357, s2.acc: 94.7236, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0962 +2025-06-26 23:46:48,305 - mmdet - INFO - Epoch [24][7250/7330] lr: 1.000e-04, eta: 1 day, 1:10:43, time: 1.017, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1649, s0.acc: 94.1221, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2358, s1.loss_cls: 0.0759, s1.acc: 94.5014, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1176, s2.loss_cls: 0.0370, s2.acc: 94.3794, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0554, loss: 1.1391 +2025-06-26 23:47:36,570 - mmdet - INFO - Epoch [24][7300/7330] lr: 1.000e-04, eta: 1 day, 1:09:50, time: 0.965, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1505, s0.acc: 94.6267, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2289, s1.loss_cls: 0.0694, s1.acc: 94.9895, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1144, s2.loss_cls: 0.0342, s2.acc: 94.7992, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0538, loss: 1.0752 +2025-06-26 23:48:18,335 - mmdet - INFO - Saving checkpoint at 24 epochs +2025-06-26 23:51:31,928 - mmdet - INFO - Evaluating bbox... +2025-06-26 23:52:01,781 - mmdet - INFO - Evaluating segm... +2025-06-26 23:52:37,257 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-26 23:52:37,257 - mmdet - INFO - Epoch(val) [24][7330] bbox_mAP: 0.4740, bbox_mAP_50: 0.6650, bbox_mAP_75: 0.5160, bbox_mAP_s: 0.3050, bbox_mAP_m: 0.5080, bbox_mAP_l: 0.6330, bbox_mAP_copypaste: 0.474 0.665 0.516 0.305 0.508 0.633, segm_mAP: 0.4100, segm_mAP_50: 0.6360, segm_mAP_75: 0.4420, segm_mAP_s: 0.2450, segm_mAP_m: 0.4450, segm_mAP_l: 0.5680, segm_mAP_copypaste: 0.410 0.636 0.442 0.245 0.445 0.568 +2025-06-26 23:54:45,089 - mmdet - INFO - Epoch [25][50/7330] lr: 1.000e-04, eta: 1 day, 1:08:50, time: 2.556, data_time: 1.510, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1506, s0.acc: 94.6633, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2237, s1.loss_cls: 0.0698, s1.acc: 94.9531, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1124, s2.loss_cls: 0.0337, s2.acc: 94.9307, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0574 +2025-06-26 23:55:38,488 - mmdet - INFO - Epoch [25][100/7330] lr: 1.000e-04, eta: 1 day, 1:07:59, time: 1.068, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1551, s0.acc: 94.4312, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2332, s1.loss_cls: 0.0720, s1.acc: 94.6862, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1156, s2.loss_cls: 0.0352, s2.acc: 94.5831, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1022 +2025-06-26 23:56:34,610 - mmdet - INFO - Epoch [25][150/7330] lr: 1.000e-04, eta: 1 day, 1:07:10, time: 1.122, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1499, s0.acc: 94.7500, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2260, s1.loss_cls: 0.0703, s1.acc: 94.9829, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1134, s2.loss_cls: 0.0341, s2.acc: 94.9510, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0536, loss: 1.0639 +2025-06-26 23:57:39,495 - mmdet - INFO - Epoch [25][200/7330] lr: 1.000e-04, eta: 1 day, 1:06:25, time: 1.298, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1516, s0.acc: 94.6396, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2199, s1.loss_cls: 0.0697, s1.acc: 94.9521, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1101, s2.loss_cls: 0.0338, s2.acc: 94.9195, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0595 +2025-06-26 23:58:32,948 - mmdet - INFO - Epoch [25][250/7330] lr: 1.000e-04, eta: 1 day, 1:05:35, time: 1.069, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1599, s0.acc: 94.4448, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2251, s1.loss_cls: 0.0726, s1.acc: 94.8081, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1125, s2.loss_cls: 0.0350, s2.acc: 94.9650, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0961 +2025-06-26 23:59:23,157 - mmdet - INFO - Epoch [25][300/7330] lr: 1.000e-04, eta: 1 day, 1:04:43, time: 1.004, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1569, s0.acc: 94.5449, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2253, s1.loss_cls: 0.0719, s1.acc: 94.8377, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1118, s2.loss_cls: 0.0351, s2.acc: 94.8703, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0528, loss: 1.0808 +2025-06-27 00:00:14,099 - mmdet - INFO - Epoch [25][350/7330] lr: 1.000e-04, eta: 1 day, 1:03:51, time: 1.018, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1587, s0.acc: 94.4175, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2262, s1.loss_cls: 0.0726, s1.acc: 94.7754, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1135, s2.loss_cls: 0.0352, s2.acc: 94.8186, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1033 +2025-06-27 00:01:04,647 - mmdet - INFO - Epoch [25][400/7330] lr: 1.000e-04, eta: 1 day, 1:02:59, time: 1.011, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1617, s0.acc: 94.3262, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2299, s1.loss_cls: 0.0740, s1.acc: 94.6414, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1142, s2.loss_cls: 0.0367, s2.acc: 94.5064, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1145 +2025-06-27 00:01:54,890 - mmdet - INFO - Epoch [25][450/7330] lr: 1.000e-04, eta: 1 day, 1:02:07, time: 1.005, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1603, s0.acc: 94.4341, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2283, s1.loss_cls: 0.0731, s1.acc: 94.8121, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1138, s2.loss_cls: 0.0350, s2.acc: 94.9204, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0538, loss: 1.0894 +2025-06-27 00:02:45,322 - mmdet - INFO - Epoch [25][500/7330] lr: 1.000e-04, eta: 1 day, 1:01:15, time: 1.008, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1556, s0.acc: 94.5435, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2153, s1.loss_cls: 0.0712, s1.acc: 94.9319, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1070, s2.loss_cls: 0.0344, s2.acc: 94.9623, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0505, loss: 1.0537 +2025-06-27 00:03:39,011 - mmdet - INFO - Epoch [25][550/7330] lr: 1.000e-04, eta: 1 day, 1:00:24, time: 1.074, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1652, s0.acc: 94.1274, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2286, s1.loss_cls: 0.0765, s1.acc: 94.4350, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1135, s2.loss_cls: 0.0376, s2.acc: 94.4211, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0533, loss: 1.1353 +2025-06-27 00:04:44,468 - mmdet - INFO - Epoch [25][600/7330] lr: 1.000e-04, eta: 1 day, 0:59:40, time: 1.309, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1515, s0.acc: 94.6033, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2287, s1.loss_cls: 0.0695, s1.acc: 94.9138, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1144, s2.loss_cls: 0.0338, s2.acc: 94.8936, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.0730 +2025-06-27 00:05:33,503 - mmdet - INFO - Epoch [25][650/7330] lr: 1.000e-04, eta: 1 day, 0:58:47, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1503, s0.acc: 94.6296, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2269, s1.loss_cls: 0.0683, s1.acc: 94.9564, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1132, s2.loss_cls: 0.0339, s2.acc: 94.7837, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0605 +2025-06-27 00:06:26,017 - mmdet - INFO - Epoch [25][700/7330] lr: 1.000e-04, eta: 1 day, 0:57:56, time: 1.050, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1638, s0.acc: 94.2532, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2293, s1.loss_cls: 0.0764, s1.acc: 94.5977, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1136, s2.loss_cls: 0.0369, s2.acc: 94.6744, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.1053 +2025-06-27 00:07:14,590 - mmdet - INFO - Epoch [25][750/7330] lr: 1.000e-04, eta: 1 day, 0:57:03, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1558, s0.acc: 94.5808, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2280, s1.loss_cls: 0.0711, s1.acc: 94.8803, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1127, s2.loss_cls: 0.0342, s2.acc: 94.9556, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0531, loss: 1.0662 +2025-06-27 00:08:03,945 - mmdet - INFO - Epoch [25][800/7330] lr: 1.000e-04, eta: 1 day, 0:56:11, time: 0.987, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1529, s0.acc: 94.5945, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2246, s1.loss_cls: 0.0709, s1.acc: 94.8435, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1120, s2.loss_cls: 0.0343, s2.acc: 94.8489, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0728 +2025-06-27 00:08:53,226 - mmdet - INFO - Epoch [25][850/7330] lr: 1.000e-04, eta: 1 day, 0:55:18, time: 0.985, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1625, s0.acc: 94.3020, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2312, s1.loss_cls: 0.0742, s1.acc: 94.6938, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1148, s2.loss_cls: 0.0355, s2.acc: 94.6423, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.1090 +2025-06-27 00:09:42,492 - mmdet - INFO - Epoch [25][900/7330] lr: 1.000e-04, eta: 1 day, 0:54:25, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1495, s0.acc: 94.6521, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2274, s1.loss_cls: 0.0691, s1.acc: 95.0202, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1133, s2.loss_cls: 0.0338, s2.acc: 94.9788, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0687 +2025-06-27 00:10:34,542 - mmdet - INFO - Epoch [25][950/7330] lr: 1.000e-04, eta: 1 day, 0:53:34, time: 1.041, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1595, s0.acc: 94.3569, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2282, s1.loss_cls: 0.0739, s1.acc: 94.6675, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1126, s2.loss_cls: 0.0360, s2.acc: 94.6391, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0528, loss: 1.0975 +2025-06-27 00:11:31,486 - mmdet - INFO - Epoch [25][1000/7330] lr: 1.000e-04, eta: 1 day, 0:52:45, time: 1.139, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1618, s0.acc: 94.4880, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2239, s1.loss_cls: 0.0741, s1.acc: 94.7654, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1121, s2.loss_cls: 0.0356, s2.acc: 94.7845, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0839 +2025-06-27 00:12:28,291 - mmdet - INFO - Epoch [25][1050/7330] lr: 1.000e-04, eta: 1 day, 0:51:56, time: 1.136, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1600, s0.acc: 94.3450, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2243, s1.loss_cls: 0.0724, s1.acc: 94.7911, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1129, s2.loss_cls: 0.0357, s2.acc: 94.7879, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0535, loss: 1.0992 +2025-06-27 00:13:20,477 - mmdet - INFO - Epoch [25][1100/7330] lr: 1.000e-04, eta: 1 day, 0:51:05, time: 1.044, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1628, s0.acc: 94.3665, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2254, s1.loss_cls: 0.0744, s1.acc: 94.7182, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1130, s2.loss_cls: 0.0362, s2.acc: 94.6833, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0531, loss: 1.1053 +2025-06-27 00:14:10,184 - mmdet - INFO - Epoch [25][1150/7330] lr: 1.000e-04, eta: 1 day, 0:50:13, time: 0.994, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1606, s0.acc: 94.3186, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2279, s1.loss_cls: 0.0739, s1.acc: 94.6963, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1144, s2.loss_cls: 0.0364, s2.acc: 94.5694, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0538, loss: 1.1104 +2025-06-27 00:14:58,975 - mmdet - INFO - Epoch [25][1200/7330] lr: 1.000e-04, eta: 1 day, 0:49:20, time: 0.976, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1588, s0.acc: 94.3945, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2258, s1.loss_cls: 0.0737, s1.acc: 94.6978, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1129, s2.loss_cls: 0.0360, s2.acc: 94.6318, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0529, loss: 1.0993 +2025-06-27 00:15:48,555 - mmdet - INFO - Epoch [25][1250/7330] lr: 1.000e-04, eta: 1 day, 0:48:28, time: 0.992, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1571, s0.acc: 94.4453, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2241, s1.loss_cls: 0.0718, s1.acc: 94.7679, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1121, s2.loss_cls: 0.0352, s2.acc: 94.7121, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0827 +2025-06-27 00:16:37,965 - mmdet - INFO - Epoch [25][1300/7330] lr: 1.000e-04, eta: 1 day, 0:47:35, time: 0.988, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1558, s0.acc: 94.4600, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2198, s1.loss_cls: 0.0723, s1.acc: 94.7186, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1100, s2.loss_cls: 0.0350, s2.acc: 94.7435, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0516, loss: 1.0674 +2025-06-27 00:17:28,822 - mmdet - INFO - Epoch [25][1350/7330] lr: 1.000e-04, eta: 1 day, 0:46:43, time: 1.017, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1590, s0.acc: 94.3677, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2197, s1.loss_cls: 0.0736, s1.acc: 94.7150, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1108, s2.loss_cls: 0.0358, s2.acc: 94.6104, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0526, loss: 1.0776 +2025-06-27 00:18:20,866 - mmdet - INFO - Epoch [25][1400/7330] lr: 1.000e-04, eta: 1 day, 0:45:52, time: 1.041, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1595, s0.acc: 94.4414, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2273, s1.loss_cls: 0.0733, s1.acc: 94.7704, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1127, s2.loss_cls: 0.0360, s2.acc: 94.6968, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0533, loss: 1.1011 +2025-06-27 00:19:22,089 - mmdet - INFO - Epoch [25][1450/7330] lr: 1.000e-04, eta: 1 day, 0:45:05, time: 1.224, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1616, s0.acc: 94.4138, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2259, s1.loss_cls: 0.0737, s1.acc: 94.6973, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1117, s2.loss_cls: 0.0357, s2.acc: 94.7693, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0528, loss: 1.0873 +2025-06-27 00:20:13,464 - mmdet - INFO - Epoch [25][1500/7330] lr: 1.000e-04, eta: 1 day, 0:44:14, time: 1.027, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1620, s0.acc: 94.3105, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2265, s1.loss_cls: 0.0743, s1.acc: 94.6677, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1134, s2.loss_cls: 0.0362, s2.acc: 94.5763, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0535, loss: 1.1077 +2025-06-27 00:21:02,432 - mmdet - INFO - Epoch [25][1550/7330] lr: 1.000e-04, eta: 1 day, 0:43:21, time: 0.979, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1628, s0.acc: 94.3059, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2349, s1.loss_cls: 0.0766, s1.acc: 94.4049, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1167, s2.loss_cls: 0.0370, s2.acc: 94.4762, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.1187 +2025-06-27 00:21:51,538 - mmdet - INFO - Epoch [25][1600/7330] lr: 1.000e-04, eta: 1 day, 0:42:28, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1633, s0.acc: 94.2632, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2260, s1.loss_cls: 0.0749, s1.acc: 94.6098, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1119, s2.loss_cls: 0.0359, s2.acc: 94.7508, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1030 +2025-06-27 00:22:40,822 - mmdet - INFO - Epoch [25][1650/7330] lr: 1.000e-04, eta: 1 day, 0:41:36, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1591, s0.acc: 94.3911, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2271, s1.loss_cls: 0.0735, s1.acc: 94.6967, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1133, s2.loss_cls: 0.0358, s2.acc: 94.7200, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.0952 +2025-06-27 00:23:29,645 - mmdet - INFO - Epoch [25][1700/7330] lr: 1.000e-04, eta: 1 day, 0:40:43, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1622, s0.acc: 94.2871, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2273, s1.loss_cls: 0.0756, s1.acc: 94.5811, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1135, s2.loss_cls: 0.0364, s2.acc: 94.6232, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.1024 +2025-06-27 00:24:18,549 - mmdet - INFO - Epoch [25][1750/7330] lr: 1.000e-04, eta: 1 day, 0:39:50, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1649, s0.acc: 94.2302, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2302, s1.loss_cls: 0.0759, s1.acc: 94.5688, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1140, s2.loss_cls: 0.0367, s2.acc: 94.5413, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1207 +2025-06-27 00:25:10,125 - mmdet - INFO - Epoch [25][1800/7330] lr: 1.000e-04, eta: 1 day, 0:38:59, time: 1.032, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1549, s0.acc: 94.5933, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2311, s1.loss_cls: 0.0711, s1.acc: 94.8892, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1147, s2.loss_cls: 0.0345, s2.acc: 94.9771, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0541, loss: 1.0860 +2025-06-27 00:26:15,348 - mmdet - INFO - Epoch [25][1850/7330] lr: 1.000e-04, eta: 1 day, 0:38:14, time: 1.304, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1541, s0.acc: 94.5466, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2172, s1.loss_cls: 0.0722, s1.acc: 94.7461, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1091, s2.loss_cls: 0.0352, s2.acc: 94.7546, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0527 +2025-06-27 00:27:04,625 - mmdet - INFO - Epoch [25][1900/7330] lr: 1.000e-04, eta: 1 day, 0:37:21, time: 0.986, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1614, s0.acc: 94.3369, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2243, s1.loss_cls: 0.0740, s1.acc: 94.6709, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1123, s2.loss_cls: 0.0360, s2.acc: 94.6895, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0525, loss: 1.0979 +2025-06-27 00:27:56,478 - mmdet - INFO - Epoch [25][1950/7330] lr: 1.000e-04, eta: 1 day, 0:36:30, time: 1.037, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1578, s0.acc: 94.4333, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2198, s1.loss_cls: 0.0736, s1.acc: 94.6441, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1107, s2.loss_cls: 0.0357, s2.acc: 94.7090, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0524, loss: 1.0790 +2025-06-27 00:28:45,250 - mmdet - INFO - Epoch [25][2000/7330] lr: 1.000e-04, eta: 1 day, 0:35:37, time: 0.975, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1546, s0.acc: 94.5493, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2297, s1.loss_cls: 0.0725, s1.acc: 94.8021, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1147, s2.loss_cls: 0.0353, s2.acc: 94.7426, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0540, loss: 1.0921 +2025-06-27 00:29:34,449 - mmdet - INFO - Epoch [25][2050/7330] lr: 1.000e-04, eta: 1 day, 0:34:45, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1543, s0.acc: 94.5498, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2249, s1.loss_cls: 0.0705, s1.acc: 94.8712, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1125, s2.loss_cls: 0.0343, s2.acc: 94.8215, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0534, loss: 1.0793 +2025-06-27 00:30:23,719 - mmdet - INFO - Epoch [25][2100/7330] lr: 1.000e-04, eta: 1 day, 0:33:52, time: 0.985, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1720, s0.acc: 93.9727, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2301, s1.loss_cls: 0.0781, s1.acc: 94.2971, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1144, s2.loss_cls: 0.0379, s2.acc: 94.3520, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0539, loss: 1.1393 +2025-06-27 00:31:12,583 - mmdet - INFO - Epoch [25][2150/7330] lr: 1.000e-04, eta: 1 day, 0:32:59, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1649, s0.acc: 94.2258, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2277, s1.loss_cls: 0.0763, s1.acc: 94.5760, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1142, s2.loss_cls: 0.0369, s2.acc: 94.5207, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1145 +2025-06-27 00:32:03,701 - mmdet - INFO - Epoch [25][2200/7330] lr: 1.000e-04, eta: 1 day, 0:32:08, time: 1.022, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1493, s0.acc: 94.6538, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2252, s1.loss_cls: 0.0690, s1.acc: 94.9768, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1111, s2.loss_cls: 0.0342, s2.acc: 94.8521, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0522, loss: 1.0538 +2025-06-27 00:33:04,627 - mmdet - INFO - Epoch [25][2250/7330] lr: 1.000e-04, eta: 1 day, 0:31:21, time: 1.218, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1667, s0.acc: 94.1387, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2376, s1.loss_cls: 0.0777, s1.acc: 94.3488, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1180, s2.loss_cls: 0.0378, s2.acc: 94.3403, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0554, loss: 1.1433 +2025-06-27 00:33:58,858 - mmdet - INFO - Epoch [25][2300/7330] lr: 1.000e-04, eta: 1 day, 0:30:30, time: 1.085, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1565, s0.acc: 94.5447, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2246, s1.loss_cls: 0.0712, s1.acc: 94.8616, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1112, s2.loss_cls: 0.0348, s2.acc: 94.8330, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0799 +2025-06-27 00:34:50,852 - mmdet - INFO - Epoch [25][2350/7330] lr: 1.000e-04, eta: 1 day, 0:29:39, time: 1.040, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1608, s0.acc: 94.3103, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2277, s1.loss_cls: 0.0740, s1.acc: 94.6192, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1131, s2.loss_cls: 0.0362, s2.acc: 94.4947, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1071 +2025-06-27 00:35:39,717 - mmdet - INFO - Epoch [25][2400/7330] lr: 1.000e-04, eta: 1 day, 0:28:46, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1628, s0.acc: 94.2590, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2271, s1.loss_cls: 0.0752, s1.acc: 94.5545, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1136, s2.loss_cls: 0.0371, s2.acc: 94.5379, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0538, loss: 1.0971 +2025-06-27 00:36:28,738 - mmdet - INFO - Epoch [25][2450/7330] lr: 1.000e-04, eta: 1 day, 0:27:54, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1615, s0.acc: 94.2588, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2321, s1.loss_cls: 0.0745, s1.acc: 94.5126, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1161, s2.loss_cls: 0.0363, s2.acc: 94.6350, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.1164 +2025-06-27 00:37:18,222 - mmdet - INFO - Epoch [25][2500/7330] lr: 1.000e-04, eta: 1 day, 0:27:01, time: 0.990, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1608, s0.acc: 94.2893, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2258, s1.loss_cls: 0.0744, s1.acc: 94.5855, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1120, s2.loss_cls: 0.0366, s2.acc: 94.5931, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0528, loss: 1.0994 +2025-06-27 00:38:06,973 - mmdet - INFO - Epoch [25][2550/7330] lr: 1.000e-04, eta: 1 day, 0:26:08, time: 0.975, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1636, s0.acc: 94.2664, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2268, s1.loss_cls: 0.0759, s1.acc: 94.5551, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1129, s2.loss_cls: 0.0365, s2.acc: 94.5884, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0997 +2025-06-27 00:38:58,983 - mmdet - INFO - Epoch [25][2600/7330] lr: 1.000e-04, eta: 1 day, 0:25:17, time: 1.040, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1647, s0.acc: 94.2087, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2333, s1.loss_cls: 0.0754, s1.acc: 94.5356, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1160, s2.loss_cls: 0.0367, s2.acc: 94.5202, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0550, loss: 1.1319 +2025-06-27 00:39:50,830 - mmdet - INFO - Epoch [25][2650/7330] lr: 1.000e-04, eta: 1 day, 0:24:26, time: 1.037, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1617, s0.acc: 94.2244, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2203, s1.loss_cls: 0.0754, s1.acc: 94.4661, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1101, s2.loss_cls: 0.0368, s2.acc: 94.4675, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0875 +2025-06-27 00:40:52,561 - mmdet - INFO - Epoch [25][2700/7330] lr: 1.000e-04, eta: 1 day, 0:23:39, time: 1.234, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1559, s0.acc: 94.4792, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2292, s1.loss_cls: 0.0715, s1.acc: 94.8094, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1148, s2.loss_cls: 0.0346, s2.acc: 94.8602, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0540, loss: 1.0852 +2025-06-27 00:41:44,348 - mmdet - INFO - Epoch [25][2750/7330] lr: 1.000e-04, eta: 1 day, 0:22:48, time: 1.036, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1559, s0.acc: 94.5251, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2237, s1.loss_cls: 0.0720, s1.acc: 94.7991, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1115, s2.loss_cls: 0.0350, s2.acc: 94.8521, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0527, loss: 1.0850 +2025-06-27 00:42:33,277 - mmdet - INFO - Epoch [25][2800/7330] lr: 1.000e-04, eta: 1 day, 0:21:55, time: 0.979, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1611, s0.acc: 94.2925, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2259, s1.loss_cls: 0.0751, s1.acc: 94.5731, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1123, s2.loss_cls: 0.0361, s2.acc: 94.5897, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.0978 +2025-06-27 00:43:22,028 - mmdet - INFO - Epoch [25][2850/7330] lr: 1.000e-04, eta: 1 day, 0:21:02, time: 0.975, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1597, s0.acc: 94.3638, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2242, s1.loss_cls: 0.0734, s1.acc: 94.8300, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1118, s2.loss_cls: 0.0359, s2.acc: 94.7417, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0810 +2025-06-27 00:44:11,501 - mmdet - INFO - Epoch [25][2900/7330] lr: 1.000e-04, eta: 1 day, 0:20:10, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1657, s0.acc: 94.2961, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2325, s1.loss_cls: 0.0758, s1.acc: 94.6133, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1143, s2.loss_cls: 0.0365, s2.acc: 94.6877, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0537, loss: 1.1081 +2025-06-27 00:45:00,636 - mmdet - INFO - Epoch [25][2950/7330] lr: 1.000e-04, eta: 1 day, 0:19:17, time: 0.983, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1548, s0.acc: 94.5007, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2213, s1.loss_cls: 0.0716, s1.acc: 94.7423, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1110, s2.loss_cls: 0.0350, s2.acc: 94.6853, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0524, loss: 1.0684 +2025-06-27 00:45:49,941 - mmdet - INFO - Epoch [25][3000/7330] lr: 1.000e-04, eta: 1 day, 0:18:25, time: 0.986, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1637, s0.acc: 94.2268, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2299, s1.loss_cls: 0.0737, s1.acc: 94.6210, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1145, s2.loss_cls: 0.0362, s2.acc: 94.5866, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1153 +2025-06-27 00:46:41,369 - mmdet - INFO - Epoch [25][3050/7330] lr: 1.000e-04, eta: 1 day, 0:17:33, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1608, s0.acc: 94.4919, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2256, s1.loss_cls: 0.0733, s1.acc: 94.8682, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1116, s2.loss_cls: 0.0356, s2.acc: 94.9105, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0527, loss: 1.0846 +2025-06-27 00:47:46,080 - mmdet - INFO - Epoch [25][3100/7330] lr: 1.000e-04, eta: 1 day, 0:16:48, time: 1.294, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1601, s0.acc: 94.3650, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2302, s1.loss_cls: 0.0740, s1.acc: 94.6418, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1149, s2.loss_cls: 0.0363, s2.acc: 94.5959, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0544, loss: 1.0957 +2025-06-27 00:48:35,007 - mmdet - INFO - Epoch [25][3150/7330] lr: 1.000e-04, eta: 1 day, 0:15:55, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1649, s0.acc: 94.2271, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2287, s1.loss_cls: 0.0757, s1.acc: 94.5584, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1138, s2.loss_cls: 0.0368, s2.acc: 94.4773, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.1139 +2025-06-27 00:49:26,424 - mmdet - INFO - Epoch [25][3200/7330] lr: 1.000e-04, eta: 1 day, 0:15:04, time: 1.028, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1625, s0.acc: 94.2678, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2279, s1.loss_cls: 0.0753, s1.acc: 94.5566, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1136, s2.loss_cls: 0.0365, s2.acc: 94.5705, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.1120 +2025-06-27 00:50:16,415 - mmdet - INFO - Epoch [25][3250/7330] lr: 1.000e-04, eta: 1 day, 0:14:11, time: 1.000, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1596, s0.acc: 94.3811, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2305, s1.loss_cls: 0.0737, s1.acc: 94.7822, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1154, s2.loss_cls: 0.0363, s2.acc: 94.7281, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1044 +2025-06-27 00:51:05,787 - mmdet - INFO - Epoch [25][3300/7330] lr: 1.000e-04, eta: 1 day, 0:13:19, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1654, s0.acc: 94.1519, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2289, s1.loss_cls: 0.0768, s1.acc: 94.4841, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1129, s2.loss_cls: 0.0373, s2.acc: 94.4972, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0530, loss: 1.1198 +2025-06-27 00:51:54,907 - mmdet - INFO - Epoch [25][3350/7330] lr: 1.000e-04, eta: 1 day, 0:12:26, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1602, s0.acc: 94.3496, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2286, s1.loss_cls: 0.0733, s1.acc: 94.7093, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1132, s2.loss_cls: 0.0364, s2.acc: 94.5631, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0536, loss: 1.1055 +2025-06-27 00:52:44,437 - mmdet - INFO - Epoch [25][3400/7330] lr: 1.000e-04, eta: 1 day, 0:11:34, time: 0.991, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1642, s0.acc: 94.2065, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2309, s1.loss_cls: 0.0758, s1.acc: 94.4947, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1132, s2.loss_cls: 0.0372, s2.acc: 94.5846, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0529, loss: 1.1225 +2025-06-27 00:53:36,534 - mmdet - INFO - Epoch [25][3450/7330] lr: 1.000e-04, eta: 1 day, 0:10:43, time: 1.042, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1618, s0.acc: 94.2974, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2287, s1.loss_cls: 0.0742, s1.acc: 94.6420, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1134, s2.loss_cls: 0.0364, s2.acc: 94.5618, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0532, loss: 1.1148 +2025-06-27 00:54:35,643 - mmdet - INFO - Epoch [25][3500/7330] lr: 1.000e-04, eta: 1 day, 0:09:54, time: 1.130, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1615, s0.acc: 94.3459, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2253, s1.loss_cls: 0.0752, s1.acc: 94.5930, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1127, s2.loss_cls: 0.0366, s2.acc: 94.5434, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0532, loss: 1.1007 +2025-06-27 00:55:30,311 - mmdet - INFO - Epoch [25][3550/7330] lr: 1.000e-04, eta: 1 day, 0:09:05, time: 1.145, data_time: 0.082, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1598, s0.acc: 94.3826, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2272, s1.loss_cls: 0.0737, s1.acc: 94.6386, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1121, s2.loss_cls: 0.0360, s2.acc: 94.6166, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0527, loss: 1.1035 +2025-06-27 00:56:20,738 - mmdet - INFO - Epoch [25][3600/7330] lr: 1.000e-04, eta: 1 day, 0:08:13, time: 1.009, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1489, s0.acc: 94.6855, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2239, s1.loss_cls: 0.0683, s1.acc: 95.0484, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1115, s2.loss_cls: 0.0332, s2.acc: 95.0063, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0498 +2025-06-27 00:57:09,833 - mmdet - INFO - Epoch [25][3650/7330] lr: 1.000e-04, eta: 1 day, 0:07:20, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1515, s0.acc: 94.5674, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2288, s1.loss_cls: 0.0698, s1.acc: 94.8944, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1137, s2.loss_cls: 0.0344, s2.acc: 94.7938, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0776 +2025-06-27 00:57:58,963 - mmdet - INFO - Epoch [25][3700/7330] lr: 1.000e-04, eta: 1 day, 0:06:27, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1617, s0.acc: 94.2830, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2303, s1.loss_cls: 0.0744, s1.acc: 94.6131, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1130, s2.loss_cls: 0.0362, s2.acc: 94.6576, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1060 +2025-06-27 00:58:47,217 - mmdet - INFO - Epoch [25][3750/7330] lr: 1.000e-04, eta: 1 day, 0:05:34, time: 0.965, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1560, s0.acc: 94.5945, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2262, s1.loss_cls: 0.0709, s1.acc: 94.9555, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1124, s2.loss_cls: 0.0350, s2.acc: 94.9532, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0720 +2025-06-27 00:59:36,031 - mmdet - INFO - Epoch [25][3800/7330] lr: 1.000e-04, eta: 1 day, 0:04:42, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1666, s0.acc: 94.2397, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2267, s1.loss_cls: 0.0765, s1.acc: 94.5273, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1120, s2.loss_cls: 0.0371, s2.acc: 94.5514, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0527, loss: 1.1095 +2025-06-27 01:00:28,069 - mmdet - INFO - Epoch [25][3850/7330] lr: 1.000e-04, eta: 1 day, 0:03:50, time: 1.041, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1584, s0.acc: 94.3782, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2285, s1.loss_cls: 0.0727, s1.acc: 94.7383, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1130, s2.loss_cls: 0.0349, s2.acc: 94.7688, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0534, loss: 1.0914 +2025-06-27 01:01:19,727 - mmdet - INFO - Epoch [25][3900/7330] lr: 1.000e-04, eta: 1 day, 0:02:59, time: 1.033, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1550, s0.acc: 94.5337, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2286, s1.loss_cls: 0.0714, s1.acc: 94.8530, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1128, s2.loss_cls: 0.0352, s2.acc: 94.8768, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0530, loss: 1.0845 +2025-06-27 01:02:20,954 - mmdet - INFO - Epoch [25][3950/7330] lr: 1.000e-04, eta: 1 day, 0:02:12, time: 1.225, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1515, s0.acc: 94.7207, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2187, s1.loss_cls: 0.0704, s1.acc: 94.9703, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1099, s2.loss_cls: 0.0348, s2.acc: 94.8299, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.0497 +2025-06-27 01:03:12,139 - mmdet - INFO - Epoch [25][4000/7330] lr: 1.000e-04, eta: 1 day, 0:01:20, time: 1.024, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1598, s0.acc: 94.2974, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2253, s1.loss_cls: 0.0744, s1.acc: 94.5665, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1122, s2.loss_cls: 0.0360, s2.acc: 94.6918, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0977 +2025-06-27 01:04:01,520 - mmdet - INFO - Epoch [25][4050/7330] lr: 1.000e-04, eta: 1 day, 0:00:28, time: 0.988, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1602, s0.acc: 94.3508, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2257, s1.loss_cls: 0.0745, s1.acc: 94.5827, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 94.6545, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0535, loss: 1.0998 +2025-06-27 01:04:50,328 - mmdet - INFO - Epoch [25][4100/7330] lr: 1.000e-04, eta: 23:59:35, time: 0.976, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1524, s0.acc: 94.6389, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2302, s1.loss_cls: 0.0710, s1.acc: 94.8512, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1152, s2.loss_cls: 0.0349, s2.acc: 94.8362, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.0840 +2025-06-27 01:05:39,687 - mmdet - INFO - Epoch [25][4150/7330] lr: 1.000e-04, eta: 23:58:43, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1607, s0.acc: 94.3252, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2239, s1.loss_cls: 0.0750, s1.acc: 94.5632, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1116, s2.loss_cls: 0.0355, s2.acc: 94.7209, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0912 +2025-06-27 01:06:28,652 - mmdet - INFO - Epoch [25][4200/7330] lr: 1.000e-04, eta: 23:57:50, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1574, s0.acc: 94.4727, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2285, s1.loss_cls: 0.0731, s1.acc: 94.6993, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1135, s2.loss_cls: 0.0355, s2.acc: 94.6925, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0539, loss: 1.0892 +2025-06-27 01:07:18,599 - mmdet - INFO - Epoch [25][4250/7330] lr: 1.000e-04, eta: 23:56:58, time: 0.999, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1732, s0.acc: 93.9629, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2274, s1.loss_cls: 0.0797, s1.acc: 94.2556, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1138, s2.loss_cls: 0.0390, s2.acc: 94.2676, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0535, loss: 1.1339 +2025-06-27 01:08:12,409 - mmdet - INFO - Epoch [25][4300/7330] lr: 1.000e-04, eta: 23:56:07, time: 1.076, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1595, s0.acc: 94.4585, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2216, s1.loss_cls: 0.0741, s1.acc: 94.6890, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1109, s2.loss_cls: 0.0357, s2.acc: 94.7775, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0804 +2025-06-27 01:09:14,506 - mmdet - INFO - Epoch [25][4350/7330] lr: 1.000e-04, eta: 23:55:21, time: 1.242, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1629, s0.acc: 94.2815, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2242, s1.loss_cls: 0.0748, s1.acc: 94.5733, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1123, s2.loss_cls: 0.0365, s2.acc: 94.5381, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1098 +2025-06-27 01:10:03,071 - mmdet - INFO - Epoch [25][4400/7330] lr: 1.000e-04, eta: 23:54:28, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1623, s0.acc: 94.2505, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2267, s1.loss_cls: 0.0754, s1.acc: 94.5340, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1125, s2.loss_cls: 0.0369, s2.acc: 94.5221, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0969 +2025-06-27 01:10:54,440 - mmdet - INFO - Epoch [25][4450/7330] lr: 1.000e-04, eta: 23:53:36, time: 1.027, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1596, s0.acc: 94.3687, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2258, s1.loss_cls: 0.0751, s1.acc: 94.4975, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1122, s2.loss_cls: 0.0367, s2.acc: 94.5636, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0533, loss: 1.0907 +2025-06-27 01:11:44,152 - mmdet - INFO - Epoch [25][4500/7330] lr: 1.000e-04, eta: 23:52:44, time: 0.994, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1725, s0.acc: 93.8999, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2373, s1.loss_cls: 0.0800, s1.acc: 94.1924, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1177, s2.loss_cls: 0.0380, s2.acc: 94.3590, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0555, loss: 1.1589 +2025-06-27 01:12:33,577 - mmdet - INFO - Epoch [25][4550/7330] lr: 1.000e-04, eta: 23:51:52, time: 0.988, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1678, s0.acc: 94.1116, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2288, s1.loss_cls: 0.0784, s1.acc: 94.3409, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1142, s2.loss_cls: 0.0387, s2.acc: 94.1880, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0536, loss: 1.1341 +2025-06-27 01:13:22,966 - mmdet - INFO - Epoch [25][4600/7330] lr: 1.000e-04, eta: 23:50:59, time: 0.988, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1603, s0.acc: 94.3459, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2277, s1.loss_cls: 0.0741, s1.acc: 94.7112, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1130, s2.loss_cls: 0.0358, s2.acc: 94.7243, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0533, loss: 1.0973 +2025-06-27 01:14:12,127 - mmdet - INFO - Epoch [25][4650/7330] lr: 1.000e-04, eta: 23:50:07, time: 0.983, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1518, s0.acc: 94.6870, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2241, s1.loss_cls: 0.0709, s1.acc: 94.8992, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1111, s2.loss_cls: 0.0345, s2.acc: 94.8879, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0523, loss: 1.0562 +2025-06-27 01:15:03,841 - mmdet - INFO - Epoch [25][4700/7330] lr: 1.000e-04, eta: 23:49:15, time: 1.034, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1601, s0.acc: 94.3787, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2346, s1.loss_cls: 0.0749, s1.acc: 94.5887, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1154, s2.loss_cls: 0.0361, s2.acc: 94.6027, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0539, loss: 1.1094 +2025-06-27 01:16:02,797 - mmdet - INFO - Epoch [25][4750/7330] lr: 1.000e-04, eta: 23:48:27, time: 1.180, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1542, s0.acc: 94.5476, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2300, s1.loss_cls: 0.0728, s1.acc: 94.7630, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1138, s2.loss_cls: 0.0351, s2.acc: 94.7851, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0536, loss: 1.0865 +2025-06-27 01:16:54,011 - mmdet - INFO - Epoch [25][4800/7330] lr: 1.000e-04, eta: 23:47:35, time: 1.024, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1514, s0.acc: 94.7458, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2176, s1.loss_cls: 0.0700, s1.acc: 95.0197, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1091, s2.loss_cls: 0.0336, s2.acc: 95.0592, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0516, loss: 1.0382 +2025-06-27 01:17:45,226 - mmdet - INFO - Epoch [25][4850/7330] lr: 1.000e-04, eta: 23:46:44, time: 1.024, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1517, s0.acc: 94.7312, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2169, s1.loss_cls: 0.0696, s1.acc: 95.0333, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1086, s2.loss_cls: 0.0336, s2.acc: 94.9996, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0517, loss: 1.0432 +2025-06-27 01:18:33,740 - mmdet - INFO - Epoch [25][4900/7330] lr: 1.000e-04, eta: 23:45:51, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1553, s0.acc: 94.4617, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2297, s1.loss_cls: 0.0725, s1.acc: 94.7164, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1139, s2.loss_cls: 0.0359, s2.acc: 94.5881, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.0863 +2025-06-27 01:19:22,814 - mmdet - INFO - Epoch [25][4950/7330] lr: 1.000e-04, eta: 23:44:58, time: 0.982, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1569, s0.acc: 94.4048, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2308, s1.loss_cls: 0.0731, s1.acc: 94.6901, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1134, s2.loss_cls: 0.0358, s2.acc: 94.6118, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0536, loss: 1.1019 +2025-06-27 01:20:11,645 - mmdet - INFO - Epoch [25][5000/7330] lr: 1.000e-04, eta: 23:44:06, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1606, s0.acc: 94.3123, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2257, s1.loss_cls: 0.0745, s1.acc: 94.5832, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1119, s2.loss_cls: 0.0363, s2.acc: 94.5323, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0528, loss: 1.1065 +2025-06-27 01:21:00,367 - mmdet - INFO - Epoch [25][5050/7330] lr: 1.000e-04, eta: 23:43:13, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1609, s0.acc: 94.4529, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2242, s1.loss_cls: 0.0739, s1.acc: 94.7777, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1108, s2.loss_cls: 0.0356, s2.acc: 94.8534, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0921 +2025-06-27 01:21:52,074 - mmdet - INFO - Epoch [25][5100/7330] lr: 1.000e-04, eta: 23:42:21, time: 1.035, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1626, s0.acc: 94.3215, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2287, s1.loss_cls: 0.0755, s1.acc: 94.5983, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1131, s2.loss_cls: 0.0368, s2.acc: 94.6758, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0528, loss: 1.1062 +2025-06-27 01:22:45,667 - mmdet - INFO - Epoch [25][5150/7330] lr: 1.000e-04, eta: 23:41:31, time: 1.072, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1571, s0.acc: 94.5037, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2265, s1.loss_cls: 0.0729, s1.acc: 94.8186, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1124, s2.loss_cls: 0.0353, s2.acc: 94.8875, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0831 +2025-06-27 01:23:44,137 - mmdet - INFO - Epoch [25][5200/7330] lr: 1.000e-04, eta: 23:40:43, time: 1.169, data_time: 0.021, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1516, s0.acc: 94.6848, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2263, s1.loss_cls: 0.0700, s1.acc: 94.9422, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1120, s2.loss_cls: 0.0340, s2.acc: 94.9031, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0522, loss: 1.0595 +2025-06-27 01:24:34,993 - mmdet - INFO - Epoch [25][5250/7330] lr: 1.000e-04, eta: 23:39:51, time: 1.017, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1614, s0.acc: 94.3987, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2325, s1.loss_cls: 0.0746, s1.acc: 94.6578, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1137, s2.loss_cls: 0.0368, s2.acc: 94.5319, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0537, loss: 1.0942 +2025-06-27 01:25:23,748 - mmdet - INFO - Epoch [25][5300/7330] lr: 1.000e-04, eta: 23:38:58, time: 0.975, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1525, s0.acc: 94.6321, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2215, s1.loss_cls: 0.0714, s1.acc: 94.8715, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1106, s2.loss_cls: 0.0349, s2.acc: 94.7848, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0522, loss: 1.0553 +2025-06-27 01:26:12,632 - mmdet - INFO - Epoch [25][5350/7330] lr: 1.000e-04, eta: 23:38:05, time: 0.978, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1545, s0.acc: 94.4680, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2281, s1.loss_cls: 0.0716, s1.acc: 94.7791, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1135, s2.loss_cls: 0.0349, s2.acc: 94.7380, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0831 +2025-06-27 01:27:01,672 - mmdet - INFO - Epoch [25][5400/7330] lr: 1.000e-04, eta: 23:37:13, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1621, s0.acc: 94.2842, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2238, s1.loss_cls: 0.0748, s1.acc: 94.5552, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1117, s2.loss_cls: 0.0372, s2.acc: 94.3734, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0529, loss: 1.1034 +2025-06-27 01:27:51,029 - mmdet - INFO - Epoch [25][5450/7330] lr: 1.000e-04, eta: 23:36:20, time: 0.987, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1634, s0.acc: 94.2397, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2294, s1.loss_cls: 0.0765, s1.acc: 94.5283, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.5375, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0536, loss: 1.1185 +2025-06-27 01:28:39,874 - mmdet - INFO - Epoch [25][5500/7330] lr: 1.000e-04, eta: 23:35:28, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1674, s0.acc: 94.1499, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2259, s1.loss_cls: 0.0765, s1.acc: 94.4651, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1125, s2.loss_cls: 0.0371, s2.acc: 94.4842, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0529, loss: 1.1196 +2025-06-27 01:29:33,786 - mmdet - INFO - Epoch [25][5550/7330] lr: 1.000e-04, eta: 23:34:37, time: 1.079, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1584, s0.acc: 94.4956, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2227, s1.loss_cls: 0.0724, s1.acc: 94.8209, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1109, s2.loss_cls: 0.0357, s2.acc: 94.7559, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0810 +2025-06-27 01:30:34,775 - mmdet - INFO - Epoch [25][5600/7330] lr: 1.000e-04, eta: 23:33:50, time: 1.220, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1531, s0.acc: 94.6548, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2247, s1.loss_cls: 0.0700, s1.acc: 95.0313, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1125, s2.loss_cls: 0.0342, s2.acc: 95.0517, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0530, loss: 1.0586 +2025-06-27 01:31:23,407 - mmdet - INFO - Epoch [25][5650/7330] lr: 1.000e-04, eta: 23:32:57, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1514, s0.acc: 94.7688, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2255, s1.loss_cls: 0.0705, s1.acc: 95.0329, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1124, s2.loss_cls: 0.0343, s2.acc: 94.9978, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0528, loss: 1.0563 +2025-06-27 01:32:14,778 - mmdet - INFO - Epoch [25][5700/7330] lr: 1.000e-04, eta: 23:32:06, time: 1.027, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1600, s0.acc: 94.3538, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2262, s1.loss_cls: 0.0726, s1.acc: 94.6980, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1127, s2.loss_cls: 0.0357, s2.acc: 94.7537, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0530, loss: 1.1002 +2025-06-27 01:33:03,969 - mmdet - INFO - Epoch [25][5750/7330] lr: 1.000e-04, eta: 23:31:13, time: 0.984, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1610, s0.acc: 94.3484, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2281, s1.loss_cls: 0.0733, s1.acc: 94.6949, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1143, s2.loss_cls: 0.0357, s2.acc: 94.6987, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.0996 +2025-06-27 01:33:53,391 - mmdet - INFO - Epoch [25][5800/7330] lr: 1.000e-04, eta: 23:30:21, time: 0.988, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1621, s0.acc: 94.2605, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2296, s1.loss_cls: 0.0739, s1.acc: 94.6991, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1150, s2.loss_cls: 0.0362, s2.acc: 94.6424, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0543, loss: 1.1126 +2025-06-27 01:34:42,638 - mmdet - INFO - Epoch [25][5850/7330] lr: 1.000e-04, eta: 23:29:28, time: 0.985, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1609, s0.acc: 94.3367, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2286, s1.loss_cls: 0.0743, s1.acc: 94.6198, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1124, s2.loss_cls: 0.0354, s2.acc: 94.7593, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.1011 +2025-06-27 01:35:32,417 - mmdet - INFO - Epoch [25][5900/7330] lr: 1.000e-04, eta: 23:28:36, time: 0.996, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1509, s0.acc: 94.5823, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2267, s1.loss_cls: 0.0707, s1.acc: 94.8288, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1148, s2.loss_cls: 0.0350, s2.acc: 94.6658, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0542, loss: 1.0860 +2025-06-27 01:36:23,789 - mmdet - INFO - Epoch [25][5950/7330] lr: 1.000e-04, eta: 23:27:44, time: 1.027, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1554, s0.acc: 94.6287, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2226, s1.loss_cls: 0.0727, s1.acc: 94.7985, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1113, s2.loss_cls: 0.0354, s2.acc: 94.7500, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0622 +2025-06-27 01:37:25,337 - mmdet - INFO - Epoch [25][6000/7330] lr: 1.000e-04, eta: 23:26:57, time: 1.230, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1603, s0.acc: 94.2908, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2337, s1.loss_cls: 0.0741, s1.acc: 94.6116, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1169, s2.loss_cls: 0.0367, s2.acc: 94.5789, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0558, loss: 1.1095 +2025-06-27 01:38:17,043 - mmdet - INFO - Epoch [25][6050/7330] lr: 1.000e-04, eta: 23:26:06, time: 1.034, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1615, s0.acc: 94.3335, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2224, s1.loss_cls: 0.0741, s1.acc: 94.7100, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1114, s2.loss_cls: 0.0367, s2.acc: 94.5332, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0528, loss: 1.0972 +2025-06-27 01:39:10,805 - mmdet - INFO - Epoch [25][6100/7330] lr: 1.000e-04, eta: 23:25:15, time: 1.076, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1591, s0.acc: 94.3286, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2269, s1.loss_cls: 0.0734, s1.acc: 94.6342, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1124, s2.loss_cls: 0.0358, s2.acc: 94.6593, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0531, loss: 1.1001 +2025-06-27 01:39:59,766 - mmdet - INFO - Epoch [25][6150/7330] lr: 1.000e-04, eta: 23:24:23, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1628, s0.acc: 94.3540, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2260, s1.loss_cls: 0.0755, s1.acc: 94.6551, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1123, s2.loss_cls: 0.0362, s2.acc: 94.7648, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0983 +2025-06-27 01:40:48,574 - mmdet - INFO - Epoch [25][6200/7330] lr: 1.000e-04, eta: 23:23:30, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1647, s0.acc: 94.2817, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2304, s1.loss_cls: 0.0770, s1.acc: 94.5117, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1154, s2.loss_cls: 0.0377, s2.acc: 94.5168, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0543, loss: 1.1268 +2025-06-27 01:41:37,697 - mmdet - INFO - Epoch [25][6250/7330] lr: 1.000e-04, eta: 23:22:37, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1616, s0.acc: 94.2378, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2332, s1.loss_cls: 0.0755, s1.acc: 94.5379, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1163, s2.loss_cls: 0.0374, s2.acc: 94.5632, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0544, loss: 1.1175 +2025-06-27 01:42:26,910 - mmdet - INFO - Epoch [25][6300/7330] lr: 1.000e-04, eta: 23:21:45, time: 0.984, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1671, s0.acc: 94.0249, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2292, s1.loss_cls: 0.0783, s1.acc: 94.2403, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1140, s2.loss_cls: 0.0385, s2.acc: 94.2690, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0537, loss: 1.1323 +2025-06-27 01:43:18,309 - mmdet - INFO - Epoch [25][6350/7330] lr: 1.000e-04, eta: 23:20:53, time: 1.028, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1609, s0.acc: 94.4102, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2200, s1.loss_cls: 0.0750, s1.acc: 94.7223, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1115, s2.loss_cls: 0.0367, s2.acc: 94.6052, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0529, loss: 1.0890 +2025-06-27 01:44:12,682 - mmdet - INFO - Epoch [25][6400/7330] lr: 1.000e-04, eta: 23:20:03, time: 1.087, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1614, s0.acc: 94.3684, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2288, s1.loss_cls: 0.0755, s1.acc: 94.5748, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1141, s2.loss_cls: 0.0372, s2.acc: 94.4685, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1135 +2025-06-27 01:45:11,933 - mmdet - INFO - Epoch [25][6450/7330] lr: 1.000e-04, eta: 23:19:15, time: 1.185, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1646, s0.acc: 94.2722, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2290, s1.loss_cls: 0.0763, s1.acc: 94.5909, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1147, s2.loss_cls: 0.0373, s2.acc: 94.4216, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.1098 +2025-06-27 01:46:04,850 - mmdet - INFO - Epoch [25][6500/7330] lr: 1.000e-04, eta: 23:18:24, time: 1.058, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1695, s0.acc: 94.0208, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2191, s1.loss_cls: 0.0774, s1.acc: 94.3598, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1098, s2.loss_cls: 0.0381, s2.acc: 94.4168, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0521, loss: 1.1208 +2025-06-27 01:46:54,660 - mmdet - INFO - Epoch [25][6550/7330] lr: 1.000e-04, eta: 23:17:32, time: 0.996, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1635, s0.acc: 94.2705, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2214, s1.loss_cls: 0.0761, s1.acc: 94.4774, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1112, s2.loss_cls: 0.0369, s2.acc: 94.5418, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0528, loss: 1.1022 +2025-06-27 01:47:44,247 - mmdet - INFO - Epoch [25][6600/7330] lr: 1.000e-04, eta: 23:16:40, time: 0.992, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1693, s0.acc: 94.1738, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2250, s1.loss_cls: 0.0794, s1.acc: 94.3732, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1127, s2.loss_cls: 0.0383, s2.acc: 94.4108, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0529, loss: 1.1206 +2025-06-27 01:48:33,442 - mmdet - INFO - Epoch [25][6650/7330] lr: 1.000e-04, eta: 23:15:47, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1662, s0.acc: 94.1082, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2174, s1.loss_cls: 0.0760, s1.acc: 94.5610, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1089, s2.loss_cls: 0.0365, s2.acc: 94.6170, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0928 +2025-06-27 01:49:22,397 - mmdet - INFO - Epoch [25][6700/7330] lr: 1.000e-04, eta: 23:14:55, time: 0.979, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1541, s0.acc: 94.6394, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2258, s1.loss_cls: 0.0702, s1.acc: 94.9607, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1130, s2.loss_cls: 0.0339, s2.acc: 95.0567, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0723 +2025-06-27 01:50:11,383 - mmdet - INFO - Epoch [25][6750/7330] lr: 1.000e-04, eta: 23:14:02, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1686, s0.acc: 94.0383, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2293, s1.loss_cls: 0.0785, s1.acc: 94.3231, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1145, s2.loss_cls: 0.0388, s2.acc: 94.2497, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0539, loss: 1.1407 +2025-06-27 01:51:06,035 - mmdet - INFO - Epoch [25][6800/7330] lr: 1.000e-04, eta: 23:13:12, time: 1.093, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1627, s0.acc: 94.1560, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2257, s1.loss_cls: 0.0759, s1.acc: 94.4152, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1127, s2.loss_cls: 0.0371, s2.acc: 94.3359, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0531, loss: 1.1112 +2025-06-27 01:52:07,590 - mmdet - INFO - Epoch [25][6850/7330] lr: 1.000e-04, eta: 23:12:25, time: 1.231, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1641, s0.acc: 94.2837, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2290, s1.loss_cls: 0.0750, s1.acc: 94.5384, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1131, s2.loss_cls: 0.0366, s2.acc: 94.5768, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0537, loss: 1.1125 +2025-06-27 01:52:57,289 - mmdet - INFO - Epoch [25][6900/7330] lr: 1.000e-04, eta: 23:11:32, time: 0.994, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1691, s0.acc: 94.0127, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2294, s1.loss_cls: 0.0780, s1.acc: 94.3870, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1151, s2.loss_cls: 0.0383, s2.acc: 94.3060, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0546, loss: 1.1328 +2025-06-27 01:53:51,054 - mmdet - INFO - Epoch [25][6950/7330] lr: 1.000e-04, eta: 23:10:42, time: 1.075, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1629, s0.acc: 94.1511, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2283, s1.loss_cls: 0.0759, s1.acc: 94.3921, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1127, s2.loss_cls: 0.0365, s2.acc: 94.4126, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0531, loss: 1.1064 +2025-06-27 01:54:39,576 - mmdet - INFO - Epoch [25][7000/7330] lr: 1.000e-04, eta: 23:09:49, time: 0.970, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1572, s0.acc: 94.4592, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2223, s1.loss_cls: 0.0726, s1.acc: 94.7702, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1123, s2.loss_cls: 0.0354, s2.acc: 94.6718, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0531, loss: 1.0833 +2025-06-27 01:55:29,025 - mmdet - INFO - Epoch [25][7050/7330] lr: 1.000e-04, eta: 23:08:57, time: 0.989, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1656, s0.acc: 94.2161, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2236, s1.loss_cls: 0.0770, s1.acc: 94.5303, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1109, s2.loss_cls: 0.0380, s2.acc: 94.4096, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0522, loss: 1.1050 +2025-06-27 01:56:18,164 - mmdet - INFO - Epoch [25][7100/7330] lr: 1.000e-04, eta: 23:08:04, time: 0.982, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1608, s0.acc: 94.3250, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2275, s1.loss_cls: 0.0745, s1.acc: 94.5992, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1134, s2.loss_cls: 0.0362, s2.acc: 94.5638, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0988 +2025-06-27 01:57:06,628 - mmdet - INFO - Epoch [25][7150/7330] lr: 1.000e-04, eta: 23:07:11, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1509, s0.acc: 94.6699, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2232, s1.loss_cls: 0.0696, s1.acc: 94.9745, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1115, s2.loss_cls: 0.0339, s2.acc: 94.9624, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0529, loss: 1.0535 +2025-06-27 01:57:58,757 - mmdet - INFO - Epoch [25][7200/7330] lr: 1.000e-04, eta: 23:06:20, time: 1.043, data_time: 0.022, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1659, s0.acc: 94.2432, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2316, s1.loss_cls: 0.0751, s1.acc: 94.6331, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1155, s2.loss_cls: 0.0362, s2.acc: 94.6629, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1261 +2025-06-27 01:58:57,316 - mmdet - INFO - Epoch [25][7250/7330] lr: 1.000e-04, eta: 23:05:32, time: 1.171, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1497, s0.acc: 94.7188, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2198, s1.loss_cls: 0.0683, s1.acc: 94.9939, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1094, s2.loss_cls: 0.0332, s2.acc: 95.0461, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0516, loss: 1.0451 +2025-06-27 01:59:48,516 - mmdet - INFO - Epoch [25][7300/7330] lr: 1.000e-04, eta: 23:04:40, time: 1.024, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1576, s0.acc: 94.4631, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2283, s1.loss_cls: 0.0721, s1.acc: 94.8534, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1141, s2.loss_cls: 0.0348, s2.acc: 94.9178, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0538, loss: 1.0914 +2025-06-27 02:00:28,656 - mmdet - INFO - Saving checkpoint at 25 epochs +2025-06-27 02:03:44,726 - mmdet - INFO - Evaluating bbox... +2025-06-27 02:04:17,836 - mmdet - INFO - Evaluating segm... +2025-06-27 02:04:50,972 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 02:04:50,973 - mmdet - INFO - Epoch(val) [25][7330] bbox_mAP: 0.4780, bbox_mAP_50: 0.6690, bbox_mAP_75: 0.5230, bbox_mAP_s: 0.3060, bbox_mAP_m: 0.5120, bbox_mAP_l: 0.6340, bbox_mAP_copypaste: 0.478 0.669 0.523 0.306 0.512 0.634, segm_mAP: 0.4120, segm_mAP_50: 0.6400, segm_mAP_75: 0.4440, segm_mAP_s: 0.2440, segm_mAP_m: 0.4450, segm_mAP_l: 0.5670, segm_mAP_copypaste: 0.412 0.640 0.444 0.244 0.445 0.567 +2025-06-27 02:07:00,603 - mmdet - INFO - Epoch [26][50/7330] lr: 1.000e-04, eta: 23:03:38, time: 2.592, data_time: 1.532, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1569, s0.acc: 94.3167, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2299, s1.loss_cls: 0.0722, s1.acc: 94.6526, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1160, s2.loss_cls: 0.0353, s2.acc: 94.6627, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0546, loss: 1.1070 +2025-06-27 02:07:55,754 - mmdet - INFO - Epoch [26][100/7330] lr: 1.000e-04, eta: 23:02:49, time: 1.103, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1498, s0.acc: 94.6594, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2254, s1.loss_cls: 0.0680, s1.acc: 95.0425, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1118, s2.loss_cls: 0.0329, s2.acc: 95.0835, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0529, loss: 1.0533 +2025-06-27 02:08:48,428 - mmdet - INFO - Epoch [26][150/7330] lr: 1.000e-04, eta: 23:01:58, time: 1.053, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1542, s0.acc: 94.5708, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2272, s1.loss_cls: 0.0706, s1.acc: 94.8864, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1133, s2.loss_cls: 0.0347, s2.acc: 94.8976, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0767 +2025-06-27 02:09:41,152 - mmdet - INFO - Epoch [26][200/7330] lr: 1.000e-04, eta: 23:01:07, time: 1.054, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1544, s0.acc: 94.4707, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2249, s1.loss_cls: 0.0719, s1.acc: 94.7992, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1114, s2.loss_cls: 0.0353, s2.acc: 94.8115, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0528, loss: 1.0712 +2025-06-27 02:10:40,453 - mmdet - INFO - Epoch [26][250/7330] lr: 1.000e-04, eta: 23:00:18, time: 1.186, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1566, s0.acc: 94.4407, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2222, s1.loss_cls: 0.0712, s1.acc: 94.7654, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1123, s2.loss_cls: 0.0348, s2.acc: 94.8396, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.0817 +2025-06-27 02:11:39,428 - mmdet - INFO - Epoch [26][300/7330] lr: 1.000e-04, eta: 22:59:30, time: 1.179, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1514, s0.acc: 94.6138, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2240, s1.loss_cls: 0.0688, s1.acc: 95.0178, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1117, s2.loss_cls: 0.0339, s2.acc: 94.9151, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0680 +2025-06-27 02:12:32,576 - mmdet - INFO - Epoch [26][350/7330] lr: 1.000e-04, eta: 22:58:39, time: 1.063, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1542, s0.acc: 94.5483, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2253, s1.loss_cls: 0.0699, s1.acc: 94.9516, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1120, s2.loss_cls: 0.0338, s2.acc: 94.9665, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0700 +2025-06-27 02:13:23,281 - mmdet - INFO - Epoch [26][400/7330] lr: 1.000e-04, eta: 22:57:48, time: 1.014, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1566, s0.acc: 94.4478, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2284, s1.loss_cls: 0.0722, s1.acc: 94.7262, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1140, s2.loss_cls: 0.0345, s2.acc: 94.8640, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0535, loss: 1.0946 +2025-06-27 02:14:14,015 - mmdet - INFO - Epoch [26][450/7330] lr: 1.000e-04, eta: 22:56:56, time: 1.015, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1509, s0.acc: 94.6909, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2173, s1.loss_cls: 0.0689, s1.acc: 95.0833, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1085, s2.loss_cls: 0.0335, s2.acc: 95.0349, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0515, loss: 1.0427 +2025-06-27 02:15:06,949 - mmdet - INFO - Epoch [26][500/7330] lr: 1.000e-04, eta: 22:56:05, time: 1.058, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1546, s0.acc: 94.5613, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2254, s1.loss_cls: 0.0696, s1.acc: 95.0199, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1118, s2.loss_cls: 0.0341, s2.acc: 94.9598, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0771 +2025-06-27 02:15:56,985 - mmdet - INFO - Epoch [26][550/7330] lr: 1.000e-04, eta: 22:55:13, time: 1.001, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1553, s0.acc: 94.5027, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2228, s1.loss_cls: 0.0720, s1.acc: 94.7975, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1116, s2.loss_cls: 0.0347, s2.acc: 94.7541, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0525, loss: 1.0709 +2025-06-27 02:16:47,089 - mmdet - INFO - Epoch [26][600/7330] lr: 1.000e-04, eta: 22:54:20, time: 1.002, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1572, s0.acc: 94.5410, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2228, s1.loss_cls: 0.0719, s1.acc: 94.8827, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1117, s2.loss_cls: 0.0341, s2.acc: 95.0252, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0527, loss: 1.0749 +2025-06-27 02:17:40,338 - mmdet - INFO - Epoch [26][650/7330] lr: 1.000e-04, eta: 22:53:30, time: 1.065, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1542, s0.acc: 94.6125, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2227, s1.loss_cls: 0.0703, s1.acc: 94.9741, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1105, s2.loss_cls: 0.0344, s2.acc: 94.9671, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0652 +2025-06-27 02:18:43,741 - mmdet - INFO - Epoch [26][700/7330] lr: 1.000e-04, eta: 22:52:43, time: 1.268, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1510, s0.acc: 94.6719, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2142, s1.loss_cls: 0.0686, s1.acc: 95.0095, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1082, s2.loss_cls: 0.0337, s2.acc: 95.0185, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0403 +2025-06-27 02:19:35,465 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 02:19:35,465 - mmdet - INFO - Epoch [26][750/7330] lr: 1.000e-04, eta: 22:51:52, time: 1.035, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1520, s0.acc: 94.6372, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2199, s1.loss_cls: 0.0704, s1.acc: 94.9595, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1083, s2.loss_cls: 0.0343, s2.acc: 94.9578, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0512, loss: 1.0515 +2025-06-27 02:20:24,808 - mmdet - INFO - Epoch [26][800/7330] lr: 1.000e-04, eta: 22:50:59, time: 0.987, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1488, s0.acc: 94.6833, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2192, s1.loss_cls: 0.0685, s1.acc: 95.0086, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1105, s2.loss_cls: 0.0333, s2.acc: 95.0496, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0520, loss: 1.0526 +2025-06-27 02:21:14,824 - mmdet - INFO - Epoch [26][850/7330] lr: 1.000e-04, eta: 22:50:07, time: 1.001, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1597, s0.acc: 94.4561, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2262, s1.loss_cls: 0.0735, s1.acc: 94.8050, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1133, s2.loss_cls: 0.0354, s2.acc: 94.7388, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.0958 +2025-06-27 02:22:07,006 - mmdet - INFO - Epoch [26][900/7330] lr: 1.000e-04, eta: 22:49:16, time: 1.043, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1551, s0.acc: 94.5444, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2218, s1.loss_cls: 0.0709, s1.acc: 94.9345, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1105, s2.loss_cls: 0.0348, s2.acc: 94.9739, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0737 +2025-06-27 02:22:56,739 - mmdet - INFO - Epoch [26][950/7330] lr: 1.000e-04, eta: 22:48:24, time: 0.995, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1583, s0.acc: 94.4258, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2224, s1.loss_cls: 0.0721, s1.acc: 94.8203, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1104, s2.loss_cls: 0.0355, s2.acc: 94.7193, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0522, loss: 1.0729 +2025-06-27 02:23:46,062 - mmdet - INFO - Epoch [26][1000/7330] lr: 1.000e-04, eta: 22:47:31, time: 0.986, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1523, s0.acc: 94.6536, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2260, s1.loss_cls: 0.0701, s1.acc: 94.9698, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1131, s2.loss_cls: 0.0346, s2.acc: 94.8647, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0534, loss: 1.0662 +2025-06-27 02:24:35,696 - mmdet - INFO - Epoch [26][1050/7330] lr: 1.000e-04, eta: 22:46:39, time: 0.993, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1612, s0.acc: 94.2844, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2258, s1.loss_cls: 0.0745, s1.acc: 94.5633, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1134, s2.loss_cls: 0.0371, s2.acc: 94.4145, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1105 +2025-06-27 02:25:38,881 - mmdet - INFO - Epoch [26][1100/7330] lr: 1.000e-04, eta: 22:45:52, time: 1.263, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1623, s0.acc: 94.3052, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2296, s1.loss_cls: 0.0742, s1.acc: 94.6164, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1143, s2.loss_cls: 0.0362, s2.acc: 94.6245, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0539, loss: 1.1105 +2025-06-27 02:26:31,334 - mmdet - INFO - Epoch [26][1150/7330] lr: 1.000e-04, eta: 22:45:01, time: 1.050, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1652, s0.acc: 94.1833, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2324, s1.loss_cls: 0.0747, s1.acc: 94.5133, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1162, s2.loss_cls: 0.0363, s2.acc: 94.5173, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0546, loss: 1.1336 +2025-06-27 02:27:23,066 - mmdet - INFO - Epoch [26][1200/7330] lr: 1.000e-04, eta: 22:44:10, time: 1.034, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1571, s0.acc: 94.3965, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2296, s1.loss_cls: 0.0726, s1.acc: 94.7111, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1154, s2.loss_cls: 0.0356, s2.acc: 94.6174, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0544, loss: 1.1007 +2025-06-27 02:28:12,476 - mmdet - INFO - Epoch [26][1250/7330] lr: 1.000e-04, eta: 22:43:17, time: 0.989, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1576, s0.acc: 94.5024, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2213, s1.loss_cls: 0.0721, s1.acc: 94.7768, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1112, s2.loss_cls: 0.0353, s2.acc: 94.7336, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0674 +2025-06-27 02:29:01,891 - mmdet - INFO - Epoch [26][1300/7330] lr: 1.000e-04, eta: 22:42:25, time: 0.988, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1606, s0.acc: 94.2676, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2263, s1.loss_cls: 0.0746, s1.acc: 94.5557, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1127, s2.loss_cls: 0.0362, s2.acc: 94.5329, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0527, loss: 1.1050 +2025-06-27 02:29:53,107 - mmdet - INFO - Epoch [26][1350/7330] lr: 1.000e-04, eta: 22:41:33, time: 1.024, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1498, s0.acc: 94.6157, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2238, s1.loss_cls: 0.0674, s1.acc: 95.0382, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1117, s2.loss_cls: 0.0327, s2.acc: 95.0295, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0527, loss: 1.0457 +2025-06-27 02:30:41,816 - mmdet - INFO - Epoch [26][1400/7330] lr: 1.000e-04, eta: 22:40:41, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1434, s0.acc: 94.9175, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2264, s1.loss_cls: 0.0653, s1.acc: 95.2877, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1131, s2.loss_cls: 0.0320, s2.acc: 95.2359, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0535, loss: 1.0424 +2025-06-27 02:31:31,002 - mmdet - INFO - Epoch [26][1450/7330] lr: 1.000e-04, eta: 22:39:48, time: 0.984, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1558, s0.acc: 94.4607, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2264, s1.loss_cls: 0.0707, s1.acc: 94.8023, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1136, s2.loss_cls: 0.0343, s2.acc: 94.8541, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0531, loss: 1.0821 +2025-06-27 02:32:28,295 - mmdet - INFO - Epoch [26][1500/7330] lr: 1.000e-04, eta: 22:38:59, time: 1.145, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1474, s0.acc: 94.7966, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2252, s1.loss_cls: 0.0671, s1.acc: 95.1472, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1124, s2.loss_cls: 0.0325, s2.acc: 95.1480, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0530, loss: 1.0555 +2025-06-27 02:33:25,881 - mmdet - INFO - Epoch [26][1550/7330] lr: 1.000e-04, eta: 22:38:10, time: 1.152, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1587, s0.acc: 94.3457, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2246, s1.loss_cls: 0.0735, s1.acc: 94.6360, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1113, s2.loss_cls: 0.0357, s2.acc: 94.6847, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0522, loss: 1.0894 +2025-06-27 02:34:17,638 - mmdet - INFO - Epoch [26][1600/7330] lr: 1.000e-04, eta: 22:37:19, time: 1.035, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1603, s0.acc: 94.3069, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2259, s1.loss_cls: 0.0737, s1.acc: 94.5190, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1116, s2.loss_cls: 0.0359, s2.acc: 94.5960, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0922 +2025-06-27 02:35:07,287 - mmdet - INFO - Epoch [26][1650/7330] lr: 1.000e-04, eta: 22:36:26, time: 0.993, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1623, s0.acc: 94.2446, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2256, s1.loss_cls: 0.0759, s1.acc: 94.5088, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1124, s2.loss_cls: 0.0370, s2.acc: 94.4563, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.1067 +2025-06-27 02:35:55,999 - mmdet - INFO - Epoch [26][1700/7330] lr: 1.000e-04, eta: 22:35:34, time: 0.974, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1618, s0.acc: 94.3281, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2277, s1.loss_cls: 0.0729, s1.acc: 94.7604, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1128, s2.loss_cls: 0.0348, s2.acc: 94.8384, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0531, loss: 1.0919 +2025-06-27 02:36:47,545 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 02:36:47,545 - mmdet - INFO - Epoch [26][1750/7330] lr: 1.000e-04, eta: 22:34:42, time: 1.031, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1556, s0.acc: 94.5081, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2277, s1.loss_cls: 0.0708, s1.acc: 94.8932, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1141, s2.loss_cls: 0.0343, s2.acc: 94.8838, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.0787 +2025-06-27 02:37:36,703 - mmdet - INFO - Epoch [26][1800/7330] lr: 1.000e-04, eta: 22:33:50, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1509, s0.acc: 94.7041, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2217, s1.loss_cls: 0.0694, s1.acc: 94.9716, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1114, s2.loss_cls: 0.0342, s2.acc: 94.8890, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0514 +2025-06-27 02:38:25,642 - mmdet - INFO - Epoch [26][1850/7330] lr: 1.000e-04, eta: 22:32:57, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1528, s0.acc: 94.5225, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2257, s1.loss_cls: 0.0716, s1.acc: 94.7954, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1118, s2.loss_cls: 0.0348, s2.acc: 94.8059, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0697 +2025-06-27 02:39:17,754 - mmdet - INFO - Epoch [26][1900/7330] lr: 1.000e-04, eta: 22:32:06, time: 1.042, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1637, s0.acc: 94.2764, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2277, s1.loss_cls: 0.0745, s1.acc: 94.5866, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1124, s2.loss_cls: 0.0365, s2.acc: 94.5090, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0530, loss: 1.1069 +2025-06-27 02:40:19,416 - mmdet - INFO - Epoch [26][1950/7330] lr: 1.000e-04, eta: 22:31:19, time: 1.233, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1556, s0.acc: 94.5439, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2185, s1.loss_cls: 0.0717, s1.acc: 94.7814, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1094, s2.loss_cls: 0.0344, s2.acc: 94.8286, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0518, loss: 1.0695 +2025-06-27 02:41:10,203 - mmdet - INFO - Epoch [26][2000/7330] lr: 1.000e-04, eta: 22:30:27, time: 1.016, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1491, s0.acc: 94.6855, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2226, s1.loss_cls: 0.0692, s1.acc: 94.9701, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1107, s2.loss_cls: 0.0336, s2.acc: 94.9772, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0522, loss: 1.0497 +2025-06-27 02:41:59,744 - mmdet - INFO - Epoch [26][2050/7330] lr: 1.000e-04, eta: 22:29:34, time: 0.991, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1670, s0.acc: 94.1519, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2258, s1.loss_cls: 0.0767, s1.acc: 94.4379, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1128, s2.loss_cls: 0.0376, s2.acc: 94.4440, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0532, loss: 1.1191 +2025-06-27 02:42:48,879 - mmdet - INFO - Epoch [26][2100/7330] lr: 1.000e-04, eta: 22:28:42, time: 0.983, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1603, s0.acc: 94.4133, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2289, s1.loss_cls: 0.0735, s1.acc: 94.8174, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1132, s2.loss_cls: 0.0354, s2.acc: 94.8134, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.1028 +2025-06-27 02:43:40,876 - mmdet - INFO - Epoch [26][2150/7330] lr: 1.000e-04, eta: 22:27:50, time: 1.040, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1579, s0.acc: 94.3921, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2257, s1.loss_cls: 0.0731, s1.acc: 94.6715, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1128, s2.loss_cls: 0.0354, s2.acc: 94.6523, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0529, loss: 1.0980 +2025-06-27 02:44:30,129 - mmdet - INFO - Epoch [26][2200/7330] lr: 1.000e-04, eta: 22:26:58, time: 0.985, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1571, s0.acc: 94.4192, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2280, s1.loss_cls: 0.0720, s1.acc: 94.8172, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1135, s2.loss_cls: 0.0348, s2.acc: 94.7829, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0902 +2025-06-27 02:45:19,343 - mmdet - INFO - Epoch [26][2250/7330] lr: 1.000e-04, eta: 22:26:05, time: 0.984, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1538, s0.acc: 94.5649, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2247, s1.loss_cls: 0.0701, s1.acc: 94.9142, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1122, s2.loss_cls: 0.0343, s2.acc: 94.9276, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0533, loss: 1.0747 +2025-06-27 02:46:11,810 - mmdet - INFO - Epoch [26][2300/7330] lr: 1.000e-04, eta: 22:25:13, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1526, s0.acc: 94.6292, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2217, s1.loss_cls: 0.0707, s1.acc: 94.9137, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1109, s2.loss_cls: 0.0348, s2.acc: 94.8411, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0626 +2025-06-27 02:47:10,864 - mmdet - INFO - Epoch [26][2350/7330] lr: 1.000e-04, eta: 22:24:26, time: 1.262, data_time: 0.114, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1611, s0.acc: 94.3630, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2270, s1.loss_cls: 0.0736, s1.acc: 94.7103, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1127, s2.loss_cls: 0.0362, s2.acc: 94.6850, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0940 +2025-06-27 02:48:02,839 - mmdet - INFO - Epoch [26][2400/7330] lr: 1.000e-04, eta: 22:23:35, time: 1.039, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1684, s0.acc: 94.0122, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2273, s1.loss_cls: 0.0776, s1.acc: 94.4052, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1143, s2.loss_cls: 0.0378, s2.acc: 94.3099, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0540, loss: 1.1386 +2025-06-27 02:48:54,388 - mmdet - INFO - Epoch [26][2450/7330] lr: 1.000e-04, eta: 22:22:43, time: 1.030, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1632, s0.acc: 94.2600, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2253, s1.loss_cls: 0.0752, s1.acc: 94.5866, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1135, s2.loss_cls: 0.0369, s2.acc: 94.5463, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0535, loss: 1.1021 +2025-06-27 02:49:44,085 - mmdet - INFO - Epoch [26][2500/7330] lr: 1.000e-04, eta: 22:21:51, time: 0.994, data_time: 0.038, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1661, s0.acc: 94.1116, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2312, s1.loss_cls: 0.0762, s1.acc: 94.4821, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1153, s2.loss_cls: 0.0371, s2.acc: 94.4839, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0540, loss: 1.1248 +2025-06-27 02:50:33,013 - mmdet - INFO - Epoch [26][2550/7330] lr: 1.000e-04, eta: 22:20:58, time: 0.979, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1584, s0.acc: 94.4224, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2301, s1.loss_cls: 0.0722, s1.acc: 94.7910, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1143, s2.loss_cls: 0.0348, s2.acc: 94.8761, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0540, loss: 1.0999 +2025-06-27 02:51:25,083 - mmdet - INFO - Epoch [26][2600/7330] lr: 1.000e-04, eta: 22:20:07, time: 1.041, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1673, s0.acc: 94.1243, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2294, s1.loss_cls: 0.0773, s1.acc: 94.4330, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1138, s2.loss_cls: 0.0372, s2.acc: 94.4502, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1220 +2025-06-27 02:52:13,531 - mmdet - INFO - Epoch [26][2650/7330] lr: 1.000e-04, eta: 22:19:14, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1545, s0.acc: 94.5444, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2306, s1.loss_cls: 0.0718, s1.acc: 94.8195, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1152, s2.loss_cls: 0.0352, s2.acc: 94.7940, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0543, loss: 1.0889 +2025-06-27 02:53:01,880 - mmdet - INFO - Epoch [26][2700/7330] lr: 1.000e-04, eta: 22:18:21, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1483, s0.acc: 94.6790, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2242, s1.loss_cls: 0.0680, s1.acc: 94.9987, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1113, s2.loss_cls: 0.0336, s2.acc: 94.9201, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0543 +2025-06-27 02:53:58,527 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 02:53:58,528 - mmdet - INFO - Epoch [26][2750/7330] lr: 1.000e-04, eta: 22:17:32, time: 1.133, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1571, s0.acc: 94.4558, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2329, s1.loss_cls: 0.0732, s1.acc: 94.7495, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1160, s2.loss_cls: 0.0354, s2.acc: 94.7303, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0547, loss: 1.1058 +2025-06-27 02:54:55,153 - mmdet - INFO - Epoch [26][2800/7330] lr: 1.000e-04, eta: 22:16:43, time: 1.133, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1711, s0.acc: 93.9480, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2337, s1.loss_cls: 0.0793, s1.acc: 94.2522, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1155, s2.loss_cls: 0.0387, s2.acc: 94.2169, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0541, loss: 1.1483 +2025-06-27 02:55:46,737 - mmdet - INFO - Epoch [26][2850/7330] lr: 1.000e-04, eta: 22:15:51, time: 1.032, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1615, s0.acc: 94.2725, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2289, s1.loss_cls: 0.0738, s1.acc: 94.5635, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1148, s2.loss_cls: 0.0364, s2.acc: 94.4910, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0537, loss: 1.1082 +2025-06-27 02:56:35,062 - mmdet - INFO - Epoch [26][2900/7330] lr: 1.000e-04, eta: 22:14:58, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1559, s0.acc: 94.4695, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2309, s1.loss_cls: 0.0717, s1.acc: 94.8288, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1156, s2.loss_cls: 0.0352, s2.acc: 94.7978, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0545, loss: 1.0909 +2025-06-27 02:57:23,608 - mmdet - INFO - Epoch [26][2950/7330] lr: 1.000e-04, eta: 22:14:05, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1618, s0.acc: 94.3542, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2254, s1.loss_cls: 0.0743, s1.acc: 94.6388, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1128, s2.loss_cls: 0.0358, s2.acc: 94.7265, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0532, loss: 1.0907 +2025-06-27 02:58:15,121 - mmdet - INFO - Epoch [26][3000/7330] lr: 1.000e-04, eta: 22:13:14, time: 1.030, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1622, s0.acc: 94.3948, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2232, s1.loss_cls: 0.0754, s1.acc: 94.7075, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1114, s2.loss_cls: 0.0367, s2.acc: 94.7028, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0869 +2025-06-27 02:59:03,733 - mmdet - INFO - Epoch [26][3050/7330] lr: 1.000e-04, eta: 22:12:21, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1564, s0.acc: 94.5364, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2326, s1.loss_cls: 0.0714, s1.acc: 94.8392, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1151, s2.loss_cls: 0.0347, s2.acc: 94.8524, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0541, loss: 1.0898 +2025-06-27 02:59:52,689 - mmdet - INFO - Epoch [26][3100/7330] lr: 1.000e-04, eta: 22:11:29, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1704, s0.acc: 94.0613, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2338, s1.loss_cls: 0.0772, s1.acc: 94.4679, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1152, s2.loss_cls: 0.0376, s2.acc: 94.4527, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0540, loss: 1.1408 +2025-06-27 03:00:43,560 - mmdet - INFO - Epoch [26][3150/7330] lr: 1.000e-04, eta: 22:10:37, time: 1.017, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1515, s0.acc: 94.6375, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2273, s1.loss_cls: 0.0694, s1.acc: 94.9724, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1133, s2.loss_cls: 0.0340, s2.acc: 94.9749, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0535, loss: 1.0669 +2025-06-27 03:01:45,047 - mmdet - INFO - Epoch [26][3200/7330] lr: 1.000e-04, eta: 22:09:49, time: 1.230, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1585, s0.acc: 94.4312, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2262, s1.loss_cls: 0.0734, s1.acc: 94.7875, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1124, s2.loss_cls: 0.0354, s2.acc: 94.8090, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0526, loss: 1.0859 +2025-06-27 03:02:36,477 - mmdet - INFO - Epoch [26][3250/7330] lr: 1.000e-04, eta: 22:08:58, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1575, s0.acc: 94.4502, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2306, s1.loss_cls: 0.0715, s1.acc: 94.8546, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1146, s2.loss_cls: 0.0352, s2.acc: 94.7513, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.1036 +2025-06-27 03:03:25,279 - mmdet - INFO - Epoch [26][3300/7330] lr: 1.000e-04, eta: 22:08:05, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1587, s0.acc: 94.3101, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2310, s1.loss_cls: 0.0719, s1.acc: 94.7410, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1153, s2.loss_cls: 0.0347, s2.acc: 94.8272, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0542, loss: 1.1064 +2025-06-27 03:04:13,950 - mmdet - INFO - Epoch [26][3350/7330] lr: 1.000e-04, eta: 22:07:12, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1567, s0.acc: 94.4761, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2241, s1.loss_cls: 0.0717, s1.acc: 94.8433, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1117, s2.loss_cls: 0.0352, s2.acc: 94.7211, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0535, loss: 1.0809 +2025-06-27 03:05:05,039 - mmdet - INFO - Epoch [26][3400/7330] lr: 1.000e-04, eta: 22:06:21, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1497, s0.acc: 94.6995, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2241, s1.loss_cls: 0.0686, s1.acc: 95.0348, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1121, s2.loss_cls: 0.0339, s2.acc: 94.8808, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0531, loss: 1.0574 +2025-06-27 03:05:54,506 - mmdet - INFO - Epoch [26][3450/7330] lr: 1.000e-04, eta: 22:05:28, time: 0.989, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1559, s0.acc: 94.4688, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2246, s1.loss_cls: 0.0715, s1.acc: 94.7781, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1122, s2.loss_cls: 0.0350, s2.acc: 94.7398, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0829 +2025-06-27 03:06:43,636 - mmdet - INFO - Epoch [26][3500/7330] lr: 1.000e-04, eta: 22:04:36, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1565, s0.acc: 94.3787, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2265, s1.loss_cls: 0.0723, s1.acc: 94.7039, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1126, s2.loss_cls: 0.0355, s2.acc: 94.6711, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0532, loss: 1.0928 +2025-06-27 03:07:35,335 - mmdet - INFO - Epoch [26][3550/7330] lr: 1.000e-04, eta: 22:03:44, time: 1.034, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1534, s0.acc: 94.5464, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2241, s1.loss_cls: 0.0703, s1.acc: 94.9622, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1112, s2.loss_cls: 0.0344, s2.acc: 94.8636, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0526, loss: 1.0670 +2025-06-27 03:08:35,566 - mmdet - INFO - Epoch [26][3600/7330] lr: 1.000e-04, eta: 22:02:56, time: 1.205, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1631, s0.acc: 94.3413, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2257, s1.loss_cls: 0.0748, s1.acc: 94.6614, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1114, s2.loss_cls: 0.0366, s2.acc: 94.6275, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.0993 +2025-06-27 03:09:27,104 - mmdet - INFO - Epoch [26][3650/7330] lr: 1.000e-04, eta: 22:02:05, time: 1.031, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1640, s0.acc: 94.2190, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2302, s1.loss_cls: 0.0764, s1.acc: 94.5034, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1129, s2.loss_cls: 0.0374, s2.acc: 94.4005, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0531, loss: 1.1167 +2025-06-27 03:10:19,057 - mmdet - INFO - Epoch [26][3700/7330] lr: 1.000e-04, eta: 22:01:14, time: 1.039, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1521, s0.acc: 94.5273, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2235, s1.loss_cls: 0.0703, s1.acc: 94.7503, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1107, s2.loss_cls: 0.0351, s2.acc: 94.6431, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0706 +2025-06-27 03:11:07,570 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 03:11:07,570 - mmdet - INFO - Epoch [26][3750/7330] lr: 1.000e-04, eta: 22:00:21, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1524, s0.acc: 94.6147, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2228, s1.loss_cls: 0.0700, s1.acc: 94.9197, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1113, s2.loss_cls: 0.0341, s2.acc: 94.9982, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0522, loss: 1.0501 +2025-06-27 03:11:58,717 - mmdet - INFO - Epoch [26][3800/7330] lr: 1.000e-04, eta: 21:59:29, time: 1.023, data_time: 0.022, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1549, s0.acc: 94.5381, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2251, s1.loss_cls: 0.0720, s1.acc: 94.7961, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1130, s2.loss_cls: 0.0352, s2.acc: 94.7105, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0787 +2025-06-27 03:12:48,618 - mmdet - INFO - Epoch [26][3850/7330] lr: 1.000e-04, eta: 21:58:37, time: 0.998, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1577, s0.acc: 94.2861, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2299, s1.loss_cls: 0.0729, s1.acc: 94.5874, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1143, s2.loss_cls: 0.0358, s2.acc: 94.5930, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0538, loss: 1.1110 +2025-06-27 03:13:37,483 - mmdet - INFO - Epoch [26][3900/7330] lr: 1.000e-04, eta: 21:57:44, time: 0.977, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1610, s0.acc: 94.3611, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2266, s1.loss_cls: 0.0748, s1.acc: 94.6881, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1135, s2.loss_cls: 0.0355, s2.acc: 94.8716, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0535, loss: 1.0929 +2025-06-27 03:14:26,231 - mmdet - INFO - Epoch [26][3950/7330] lr: 1.000e-04, eta: 21:56:52, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1574, s0.acc: 94.4814, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2311, s1.loss_cls: 0.0725, s1.acc: 94.7600, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1145, s2.loss_cls: 0.0354, s2.acc: 94.7790, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.0997 +2025-06-27 03:15:22,565 - mmdet - INFO - Epoch [26][4000/7330] lr: 1.000e-04, eta: 21:56:02, time: 1.127, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1514, s0.acc: 94.6458, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2235, s1.loss_cls: 0.0704, s1.acc: 94.8614, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1116, s2.loss_cls: 0.0342, s2.acc: 94.8822, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0526, loss: 1.0532 +2025-06-27 03:16:19,691 - mmdet - INFO - Epoch [26][4050/7330] lr: 1.000e-04, eta: 21:55:13, time: 1.142, data_time: 0.037, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1674, s0.acc: 94.1401, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2282, s1.loss_cls: 0.0775, s1.acc: 94.4669, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1128, s2.loss_cls: 0.0375, s2.acc: 94.4934, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1199 +2025-06-27 03:17:10,532 - mmdet - INFO - Epoch [26][4100/7330] lr: 1.000e-04, eta: 21:54:21, time: 1.017, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1513, s0.acc: 94.6987, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2229, s1.loss_cls: 0.0692, s1.acc: 94.9935, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1119, s2.loss_cls: 0.0342, s2.acc: 94.9581, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0578 +2025-06-27 03:17:59,435 - mmdet - INFO - Epoch [26][4150/7330] lr: 1.000e-04, eta: 21:53:29, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1579, s0.acc: 94.3599, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2262, s1.loss_cls: 0.0730, s1.acc: 94.6740, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1125, s2.loss_cls: 0.0354, s2.acc: 94.7015, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0533, loss: 1.0880 +2025-06-27 03:18:48,523 - mmdet - INFO - Epoch [26][4200/7330] lr: 1.000e-04, eta: 21:52:36, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1592, s0.acc: 94.3582, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2310, s1.loss_cls: 0.0744, s1.acc: 94.5377, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1148, s2.loss_cls: 0.0359, s2.acc: 94.5596, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1076 +2025-06-27 03:19:40,613 - mmdet - INFO - Epoch [26][4250/7330] lr: 1.000e-04, eta: 21:51:45, time: 1.042, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1613, s0.acc: 94.3521, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2310, s1.loss_cls: 0.0736, s1.acc: 94.7281, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1150, s2.loss_cls: 0.0360, s2.acc: 94.6474, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0544, loss: 1.1130 +2025-06-27 03:20:29,613 - mmdet - INFO - Epoch [26][4300/7330] lr: 1.000e-04, eta: 21:50:52, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1552, s0.acc: 94.5840, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2233, s1.loss_cls: 0.0718, s1.acc: 94.8497, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1122, s2.loss_cls: 0.0352, s2.acc: 94.7763, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0721 +2025-06-27 03:21:18,235 - mmdet - INFO - Epoch [26][4350/7330] lr: 1.000e-04, eta: 21:49:59, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1587, s0.acc: 94.3967, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2240, s1.loss_cls: 0.0739, s1.acc: 94.6361, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1115, s2.loss_cls: 0.0354, s2.acc: 94.6469, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0836 +2025-06-27 03:22:09,479 - mmdet - INFO - Epoch [26][4400/7330] lr: 1.000e-04, eta: 21:49:08, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1584, s0.acc: 94.4653, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2250, s1.loss_cls: 0.0726, s1.acc: 94.7394, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1124, s2.loss_cls: 0.0359, s2.acc: 94.7381, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0529, loss: 1.0914 +2025-06-27 03:23:11,040 - mmdet - INFO - Epoch [26][4450/7330] lr: 1.000e-04, eta: 21:48:20, time: 1.231, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1605, s0.acc: 94.3469, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2275, s1.loss_cls: 0.0747, s1.acc: 94.5964, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1140, s2.loss_cls: 0.0359, s2.acc: 94.6937, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0539, loss: 1.0978 +2025-06-27 03:24:02,282 - mmdet - INFO - Epoch [26][4500/7330] lr: 1.000e-04, eta: 21:47:29, time: 1.025, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1470, s0.acc: 94.7004, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2253, s1.loss_cls: 0.0684, s1.acc: 94.9755, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1122, s2.loss_cls: 0.0334, s2.acc: 94.8954, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0528, loss: 1.0548 +2025-06-27 03:24:52,073 - mmdet - INFO - Epoch [26][4550/7330] lr: 1.000e-04, eta: 21:46:37, time: 0.995, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1556, s0.acc: 94.4590, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2224, s1.loss_cls: 0.0722, s1.acc: 94.7260, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1106, s2.loss_cls: 0.0356, s2.acc: 94.6654, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0801 +2025-06-27 03:25:41,257 - mmdet - INFO - Epoch [26][4600/7330] lr: 1.000e-04, eta: 21:45:44, time: 0.984, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1644, s0.acc: 94.1787, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2280, s1.loss_cls: 0.0758, s1.acc: 94.5353, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1128, s2.loss_cls: 0.0376, s2.acc: 94.3714, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0533, loss: 1.1216 +2025-06-27 03:26:33,478 - mmdet - INFO - Epoch [26][4650/7330] lr: 1.000e-04, eta: 21:44:53, time: 1.044, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1609, s0.acc: 94.2598, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2273, s1.loss_cls: 0.0746, s1.acc: 94.5690, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1142, s2.loss_cls: 0.0366, s2.acc: 94.4085, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0543, loss: 1.1201 +2025-06-27 03:27:21,927 - mmdet - INFO - Epoch [26][4700/7330] lr: 1.000e-04, eta: 21:44:00, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1578, s0.acc: 94.5925, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2255, s1.loss_cls: 0.0719, s1.acc: 94.8691, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1124, s2.loss_cls: 0.0351, s2.acc: 94.8937, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0532, loss: 1.0759 +2025-06-27 03:28:10,310 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 03:28:10,310 - mmdet - INFO - Epoch [26][4750/7330] lr: 1.000e-04, eta: 21:43:07, time: 0.968, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1562, s0.acc: 94.5430, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2285, s1.loss_cls: 0.0731, s1.acc: 94.7378, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1147, s2.loss_cls: 0.0359, s2.acc: 94.7080, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0540, loss: 1.0862 +2025-06-27 03:29:01,599 - mmdet - INFO - Epoch [26][4800/7330] lr: 1.000e-04, eta: 21:42:16, time: 1.025, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1503, s0.acc: 94.7041, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2232, s1.loss_cls: 0.0697, s1.acc: 94.9779, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1121, s2.loss_cls: 0.0338, s2.acc: 95.0032, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0531, loss: 1.0554 +2025-06-27 03:30:02,642 - mmdet - INFO - Epoch [26][4850/7330] lr: 1.000e-04, eta: 21:41:28, time: 1.221, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1589, s0.acc: 94.4910, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2237, s1.loss_cls: 0.0727, s1.acc: 94.8805, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1111, s2.loss_cls: 0.0358, s2.acc: 94.7658, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0523, loss: 1.0930 +2025-06-27 03:30:51,534 - mmdet - INFO - Epoch [26][4900/7330] lr: 1.000e-04, eta: 21:40:35, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1483, s0.acc: 94.7039, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2180, s1.loss_cls: 0.0682, s1.acc: 95.0368, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1083, s2.loss_cls: 0.0334, s2.acc: 95.0237, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0384 +2025-06-27 03:31:42,791 - mmdet - INFO - Epoch [26][4950/7330] lr: 1.000e-04, eta: 21:39:44, time: 1.025, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1519, s0.acc: 94.6855, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2225, s1.loss_cls: 0.0707, s1.acc: 94.9390, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1122, s2.loss_cls: 0.0346, s2.acc: 94.7940, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0616 +2025-06-27 03:32:32,064 - mmdet - INFO - Epoch [26][5000/7330] lr: 1.000e-04, eta: 21:38:51, time: 0.985, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1599, s0.acc: 94.3145, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2245, s1.loss_cls: 0.0751, s1.acc: 94.5341, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1132, s2.loss_cls: 0.0371, s2.acc: 94.4452, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0535, loss: 1.1077 +2025-06-27 03:33:24,039 - mmdet - INFO - Epoch [26][5050/7330] lr: 1.000e-04, eta: 21:38:00, time: 1.039, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1587, s0.acc: 94.3472, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2279, s1.loss_cls: 0.0738, s1.acc: 94.6267, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1146, s2.loss_cls: 0.0361, s2.acc: 94.6103, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1075 +2025-06-27 03:34:13,513 - mmdet - INFO - Epoch [26][5100/7330] lr: 1.000e-04, eta: 21:37:08, time: 0.989, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1626, s0.acc: 94.2451, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2300, s1.loss_cls: 0.0753, s1.acc: 94.5025, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1138, s2.loss_cls: 0.0367, s2.acc: 94.5055, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0531, loss: 1.1144 +2025-06-27 03:35:02,815 - mmdet - INFO - Epoch [26][5150/7330] lr: 1.000e-04, eta: 21:36:15, time: 0.986, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1628, s0.acc: 94.3325, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2186, s1.loss_cls: 0.0757, s1.acc: 94.6305, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1102, s2.loss_cls: 0.0370, s2.acc: 94.5401, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0523, loss: 1.0941 +2025-06-27 03:35:51,164 - mmdet - INFO - Epoch [26][5200/7330] lr: 1.000e-04, eta: 21:35:22, time: 0.967, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1452, s0.acc: 94.8433, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2174, s1.loss_cls: 0.0672, s1.acc: 95.1230, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1087, s2.loss_cls: 0.0330, s2.acc: 95.1001, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0513, loss: 1.0282 +2025-06-27 03:36:50,435 - mmdet - INFO - Epoch [26][5250/7330] lr: 1.000e-04, eta: 21:34:34, time: 1.185, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1663, s0.acc: 94.1875, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2308, s1.loss_cls: 0.0772, s1.acc: 94.4679, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1151, s2.loss_cls: 0.0379, s2.acc: 94.4378, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0541, loss: 1.1254 +2025-06-27 03:37:43,817 - mmdet - INFO - Epoch [26][5300/7330] lr: 1.000e-04, eta: 21:33:43, time: 1.068, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1569, s0.acc: 94.5352, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2281, s1.loss_cls: 0.0722, s1.acc: 94.8780, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1131, s2.loss_cls: 0.0348, s2.acc: 94.9566, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0536, loss: 1.0857 +2025-06-27 03:38:35,716 - mmdet - INFO - Epoch [26][5350/7330] lr: 1.000e-04, eta: 21:32:52, time: 1.038, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1564, s0.acc: 94.5393, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2241, s1.loss_cls: 0.0722, s1.acc: 94.7606, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1126, s2.loss_cls: 0.0355, s2.acc: 94.7103, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0805 +2025-06-27 03:39:24,406 - mmdet - INFO - Epoch [26][5400/7330] lr: 1.000e-04, eta: 21:31:59, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1651, s0.acc: 94.2739, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2285, s1.loss_cls: 0.0756, s1.acc: 94.5908, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1139, s2.loss_cls: 0.0364, s2.acc: 94.6634, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0537, loss: 1.1098 +2025-06-27 03:40:13,114 - mmdet - INFO - Epoch [26][5450/7330] lr: 1.000e-04, eta: 21:31:07, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1650, s0.acc: 94.0898, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2341, s1.loss_cls: 0.0756, s1.acc: 94.4761, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1169, s2.loss_cls: 0.0373, s2.acc: 94.4715, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1353 +2025-06-27 03:41:04,528 - mmdet - INFO - Epoch [26][5500/7330] lr: 1.000e-04, eta: 21:30:15, time: 1.028, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1639, s0.acc: 94.4275, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2237, s1.loss_cls: 0.0763, s1.acc: 94.7332, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1107, s2.loss_cls: 0.0365, s2.acc: 94.7767, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0522, loss: 1.0948 +2025-06-27 03:41:53,601 - mmdet - INFO - Epoch [26][5550/7330] lr: 1.000e-04, eta: 21:29:23, time: 0.981, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1602, s0.acc: 94.4399, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2224, s1.loss_cls: 0.0734, s1.acc: 94.7907, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1117, s2.loss_cls: 0.0358, s2.acc: 94.8724, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0531, loss: 1.0796 +2025-06-27 03:42:42,351 - mmdet - INFO - Epoch [26][5600/7330] lr: 1.000e-04, eta: 21:28:30, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1536, s0.acc: 94.4800, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2213, s1.loss_cls: 0.0702, s1.acc: 94.7569, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1107, s2.loss_cls: 0.0345, s2.acc: 94.7878, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0521, loss: 1.0630 +2025-06-27 03:43:34,228 - mmdet - INFO - Epoch [26][5650/7330] lr: 1.000e-04, eta: 21:27:39, time: 1.037, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1625, s0.acc: 94.2988, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2304, s1.loss_cls: 0.0748, s1.acc: 94.5317, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1134, s2.loss_cls: 0.0360, s2.acc: 94.6568, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1118 +2025-06-27 03:44:35,769 - mmdet - INFO - Epoch [26][5700/7330] lr: 1.000e-04, eta: 21:26:51, time: 1.231, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1740, s0.acc: 93.9111, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2342, s1.loss_cls: 0.0804, s1.acc: 94.1811, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1162, s2.loss_cls: 0.0392, s2.acc: 94.1274, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1586 +2025-06-27 03:45:27,030 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 03:45:27,030 - mmdet - INFO - Epoch [26][5750/7330] lr: 1.000e-04, eta: 21:25:59, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1595, s0.acc: 94.3296, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2326, s1.loss_cls: 0.0738, s1.acc: 94.6315, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1157, s2.loss_cls: 0.0354, s2.acc: 94.7387, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.1061 +2025-06-27 03:46:15,309 - mmdet - INFO - Epoch [26][5800/7330] lr: 1.000e-04, eta: 21:25:07, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1511, s0.acc: 94.6140, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2302, s1.loss_cls: 0.0702, s1.acc: 94.8661, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1155, s2.loss_cls: 0.0347, s2.acc: 94.6933, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0545, loss: 1.0810 +2025-06-27 03:47:04,203 - mmdet - INFO - Epoch [26][5850/7330] lr: 1.000e-04, eta: 21:24:14, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1616, s0.acc: 94.2585, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2243, s1.loss_cls: 0.0753, s1.acc: 94.5411, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1119, s2.loss_cls: 0.0363, s2.acc: 94.5855, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0526, loss: 1.1024 +2025-06-27 03:47:55,356 - mmdet - INFO - Epoch [26][5900/7330] lr: 1.000e-04, eta: 21:23:22, time: 1.023, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1594, s0.acc: 94.4202, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2316, s1.loss_cls: 0.0743, s1.acc: 94.6520, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1154, s2.loss_cls: 0.0365, s2.acc: 94.6698, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.0977 +2025-06-27 03:48:44,069 - mmdet - INFO - Epoch [26][5950/7330] lr: 1.000e-04, eta: 21:22:30, time: 0.974, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1643, s0.acc: 94.2141, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2290, s1.loss_cls: 0.0762, s1.acc: 94.5035, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1141, s2.loss_cls: 0.0373, s2.acc: 94.5172, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0537, loss: 1.1282 +2025-06-27 03:49:32,669 - mmdet - INFO - Epoch [26][6000/7330] lr: 1.000e-04, eta: 21:21:37, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1589, s0.acc: 94.4875, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2315, s1.loss_cls: 0.0741, s1.acc: 94.7033, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1156, s2.loss_cls: 0.0363, s2.acc: 94.6693, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0549, loss: 1.1024 +2025-06-27 03:50:24,018 - mmdet - INFO - Epoch [26][6050/7330] lr: 1.000e-04, eta: 21:20:45, time: 1.027, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1551, s0.acc: 94.5042, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2258, s1.loss_cls: 0.0714, s1.acc: 94.8413, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1123, s2.loss_cls: 0.0346, s2.acc: 94.8624, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0532, loss: 1.0791 +2025-06-27 03:51:25,100 - mmdet - INFO - Epoch [26][6100/7330] lr: 1.000e-04, eta: 21:19:58, time: 1.222, data_time: 0.023, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1617, s0.acc: 94.3352, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2323, s1.loss_cls: 0.0739, s1.acc: 94.6553, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1149, s2.loss_cls: 0.0364, s2.acc: 94.6697, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0540, loss: 1.1088 +2025-06-27 03:52:14,431 - mmdet - INFO - Epoch [26][6150/7330] lr: 1.000e-04, eta: 21:19:05, time: 0.987, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1578, s0.acc: 94.3396, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2278, s1.loss_cls: 0.0737, s1.acc: 94.5916, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1120, s2.loss_cls: 0.0359, s2.acc: 94.5688, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0524, loss: 1.0944 +2025-06-27 03:53:06,098 - mmdet - INFO - Epoch [26][6200/7330] lr: 1.000e-04, eta: 21:18:14, time: 1.033, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1575, s0.acc: 94.4048, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2255, s1.loss_cls: 0.0737, s1.acc: 94.6541, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1138, s2.loss_cls: 0.0355, s2.acc: 94.7631, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0538, loss: 1.0899 +2025-06-27 03:53:54,521 - mmdet - INFO - Epoch [26][6250/7330] lr: 1.000e-04, eta: 21:17:21, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1617, s0.acc: 94.3850, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2251, s1.loss_cls: 0.0746, s1.acc: 94.6619, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1130, s2.loss_cls: 0.0368, s2.acc: 94.5772, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0534, loss: 1.0943 +2025-06-27 03:54:46,292 - mmdet - INFO - Epoch [26][6300/7330] lr: 1.000e-04, eta: 21:16:30, time: 1.036, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1626, s0.acc: 94.2847, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2318, s1.loss_cls: 0.0754, s1.acc: 94.5442, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1156, s2.loss_cls: 0.0367, s2.acc: 94.5869, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.0994 +2025-06-27 03:55:35,481 - mmdet - INFO - Epoch [26][6350/7330] lr: 1.000e-04, eta: 21:15:37, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1708, s0.acc: 94.0615, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2322, s1.loss_cls: 0.0788, s1.acc: 94.3125, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1162, s2.loss_cls: 0.0388, s2.acc: 94.2568, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0548, loss: 1.1340 +2025-06-27 03:56:23,892 - mmdet - INFO - Epoch [26][6400/7330] lr: 1.000e-04, eta: 21:14:44, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1546, s0.acc: 94.4736, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2313, s1.loss_cls: 0.0708, s1.acc: 94.8006, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1153, s2.loss_cls: 0.0352, s2.acc: 94.6889, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.0993 +2025-06-27 03:57:12,454 - mmdet - INFO - Epoch [26][6450/7330] lr: 1.000e-04, eta: 21:13:52, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1555, s0.acc: 94.4773, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2310, s1.loss_cls: 0.0719, s1.acc: 94.7686, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1156, s2.loss_cls: 0.0353, s2.acc: 94.6667, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.0989 +2025-06-27 03:58:11,260 - mmdet - INFO - Epoch [26][6500/7330] lr: 1.000e-04, eta: 21:13:03, time: 1.176, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1548, s0.acc: 94.4993, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2285, s1.loss_cls: 0.0713, s1.acc: 94.8268, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1129, s2.loss_cls: 0.0347, s2.acc: 94.8474, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0529, loss: 1.0965 +2025-06-27 03:59:05,200 - mmdet - INFO - Epoch [26][6550/7330] lr: 1.000e-04, eta: 21:12:13, time: 1.079, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1577, s0.acc: 94.4431, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2227, s1.loss_cls: 0.0723, s1.acc: 94.7743, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1116, s2.loss_cls: 0.0354, s2.acc: 94.7676, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0784 +2025-06-27 03:59:55,977 - mmdet - INFO - Epoch [26][6600/7330] lr: 1.000e-04, eta: 21:11:21, time: 1.015, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1621, s0.acc: 94.3293, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2292, s1.loss_cls: 0.0758, s1.acc: 94.5638, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1141, s2.loss_cls: 0.0366, s2.acc: 94.6057, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0539, loss: 1.1039 +2025-06-27 04:00:45,026 - mmdet - INFO - Epoch [26][6650/7330] lr: 1.000e-04, eta: 21:10:28, time: 0.981, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1527, s0.acc: 94.5298, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2268, s1.loss_cls: 0.0714, s1.acc: 94.7825, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1119, s2.loss_cls: 0.0351, s2.acc: 94.7289, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0780 +2025-06-27 04:01:34,146 - mmdet - INFO - Epoch [26][6700/7330] lr: 1.000e-04, eta: 21:09:36, time: 0.982, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1545, s0.acc: 94.6152, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2208, s1.loss_cls: 0.0710, s1.acc: 94.9604, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1106, s2.loss_cls: 0.0344, s2.acc: 94.9294, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0644 +2025-06-27 04:02:25,984 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 04:02:25,985 - mmdet - INFO - Epoch [26][6750/7330] lr: 1.000e-04, eta: 21:08:44, time: 1.037, data_time: 0.037, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1621, s0.acc: 94.2825, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2344, s1.loss_cls: 0.0745, s1.acc: 94.5487, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1160, s2.loss_cls: 0.0366, s2.acc: 94.5926, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0549, loss: 1.1284 +2025-06-27 04:03:14,474 - mmdet - INFO - Epoch [26][6800/7330] lr: 1.000e-04, eta: 21:07:52, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1582, s0.acc: 94.4854, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2259, s1.loss_cls: 0.0720, s1.acc: 94.8856, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1130, s2.loss_cls: 0.0354, s2.acc: 94.8280, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0537, loss: 1.0865 +2025-06-27 04:04:03,999 - mmdet - INFO - Epoch [26][6850/7330] lr: 1.000e-04, eta: 21:06:59, time: 0.990, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1638, s0.acc: 94.2104, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2276, s1.loss_cls: 0.0758, s1.acc: 94.3898, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1130, s2.loss_cls: 0.0371, s2.acc: 94.4031, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.1096 +2025-06-27 04:04:58,010 - mmdet - INFO - Epoch [26][6900/7330] lr: 1.000e-04, eta: 21:06:09, time: 1.081, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1607, s0.acc: 94.3301, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2347, s1.loss_cls: 0.0742, s1.acc: 94.6633, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1168, s2.loss_cls: 0.0361, s2.acc: 94.6388, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1213 +2025-06-27 04:05:58,676 - mmdet - INFO - Epoch [26][6950/7330] lr: 1.000e-04, eta: 21:05:21, time: 1.213, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1566, s0.acc: 94.5315, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2252, s1.loss_cls: 0.0715, s1.acc: 94.8611, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1134, s2.loss_cls: 0.0349, s2.acc: 94.7752, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0533, loss: 1.0878 +2025-06-27 04:06:50,371 - mmdet - INFO - Epoch [26][7000/7330] lr: 1.000e-04, eta: 21:04:29, time: 1.034, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1553, s0.acc: 94.5842, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2236, s1.loss_cls: 0.0713, s1.acc: 94.8576, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1122, s2.loss_cls: 0.0349, s2.acc: 94.7495, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0530, loss: 1.0741 +2025-06-27 04:07:39,108 - mmdet - INFO - Epoch [26][7050/7330] lr: 1.000e-04, eta: 21:03:37, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1521, s0.acc: 94.6348, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2199, s1.loss_cls: 0.0698, s1.acc: 94.9736, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1091, s2.loss_cls: 0.0340, s2.acc: 95.0097, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 1.0550 +2025-06-27 04:08:28,121 - mmdet - INFO - Epoch [26][7100/7330] lr: 1.000e-04, eta: 21:02:44, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1665, s0.acc: 94.2400, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2340, s1.loss_cls: 0.0752, s1.acc: 94.6054, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1167, s2.loss_cls: 0.0373, s2.acc: 94.4885, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0548, loss: 1.1356 +2025-06-27 04:09:19,945 - mmdet - INFO - Epoch [26][7150/7330] lr: 1.000e-04, eta: 21:01:53, time: 1.036, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1704, s0.acc: 94.1287, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2316, s1.loss_cls: 0.0768, s1.acc: 94.5041, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1161, s2.loss_cls: 0.0374, s2.acc: 94.5236, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0540, loss: 1.1365 +2025-06-27 04:10:08,998 - mmdet - INFO - Epoch [26][7200/7330] lr: 1.000e-04, eta: 21:01:00, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1599, s0.acc: 94.3889, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2246, s1.loss_cls: 0.0745, s1.acc: 94.6291, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1131, s2.loss_cls: 0.0363, s2.acc: 94.7569, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0848 +2025-06-27 04:10:58,192 - mmdet - INFO - Epoch [26][7250/7330] lr: 1.000e-04, eta: 21:00:08, time: 0.984, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1562, s0.acc: 94.5159, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2266, s1.loss_cls: 0.0726, s1.acc: 94.7421, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1135, s2.loss_cls: 0.0356, s2.acc: 94.6920, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0534, loss: 1.0900 +2025-06-27 04:11:49,704 - mmdet - INFO - Epoch [26][7300/7330] lr: 1.000e-04, eta: 20:59:17, time: 1.030, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1645, s0.acc: 94.2878, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2317, s1.loss_cls: 0.0758, s1.acc: 94.6079, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1141, s2.loss_cls: 0.0371, s2.acc: 94.5291, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0539, loss: 1.1238 +2025-06-27 04:12:35,635 - mmdet - INFO - Saving checkpoint at 26 epochs +2025-06-27 04:15:51,396 - mmdet - INFO - Evaluating bbox... +2025-06-27 04:16:23,863 - mmdet - INFO - Evaluating segm... +2025-06-27 04:16:55,378 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 04:16:55,378 - mmdet - INFO - Epoch(val) [26][7330] bbox_mAP: 0.4780, bbox_mAP_50: 0.6670, bbox_mAP_75: 0.5220, bbox_mAP_s: 0.3130, bbox_mAP_m: 0.5080, bbox_mAP_l: 0.6320, bbox_mAP_copypaste: 0.478 0.667 0.522 0.313 0.508 0.632, segm_mAP: 0.4110, segm_mAP_50: 0.6370, segm_mAP_75: 0.4430, segm_mAP_s: 0.2510, segm_mAP_m: 0.4420, segm_mAP_l: 0.5640, segm_mAP_copypaste: 0.411 0.637 0.443 0.251 0.442 0.564 +2025-06-27 04:19:05,805 - mmdet - INFO - Epoch [27][50/7330] lr: 1.000e-04, eta: 20:58:13, time: 2.608, data_time: 1.578, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1514, s0.acc: 94.6748, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2244, s1.loss_cls: 0.0684, s1.acc: 95.0145, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1118, s2.loss_cls: 0.0339, s2.acc: 95.0321, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0533, loss: 1.0644 +2025-06-27 04:20:00,597 - mmdet - INFO - Epoch [27][100/7330] lr: 1.000e-04, eta: 20:57:22, time: 1.096, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1576, s0.acc: 94.3542, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2304, s1.loss_cls: 0.0727, s1.acc: 94.7570, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1145, s2.loss_cls: 0.0352, s2.acc: 94.7340, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0537, loss: 1.1028 +2025-06-27 04:20:53,125 - mmdet - INFO - Epoch [27][150/7330] lr: 1.000e-04, eta: 20:56:31, time: 1.051, data_time: 0.039, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1552, s0.acc: 94.3630, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2271, s1.loss_cls: 0.0717, s1.acc: 94.6575, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1132, s2.loss_cls: 0.0350, s2.acc: 94.6568, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.0915 +2025-06-27 04:21:44,829 - mmdet - INFO - Epoch [27][200/7330] lr: 1.000e-04, eta: 20:55:40, time: 1.034, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1588, s0.acc: 94.3245, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2336, s1.loss_cls: 0.0728, s1.acc: 94.6615, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1159, s2.loss_cls: 0.0356, s2.acc: 94.6354, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1144 +2025-06-27 04:22:37,070 - mmdet - INFO - Epoch [27][250/7330] lr: 1.000e-04, eta: 20:54:48, time: 1.044, data_time: 0.036, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1600, s0.acc: 94.3784, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2304, s1.loss_cls: 0.0728, s1.acc: 94.7844, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1148, s2.loss_cls: 0.0355, s2.acc: 94.7847, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0538, loss: 1.1091 +2025-06-27 04:23:28,454 - mmdet - INFO - Epoch [27][300/7330] lr: 1.000e-04, eta: 20:53:57, time: 1.028, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1543, s0.acc: 94.5449, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2263, s1.loss_cls: 0.0709, s1.acc: 94.8404, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1118, s2.loss_cls: 0.0345, s2.acc: 94.8492, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0524, loss: 1.0716 +2025-06-27 04:24:29,634 - mmdet - INFO - Epoch [27][350/7330] lr: 1.000e-04, eta: 20:53:09, time: 1.223, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1594, s0.acc: 94.2666, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2269, s1.loss_cls: 0.0730, s1.acc: 94.6473, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1129, s2.loss_cls: 0.0358, s2.acc: 94.6141, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0533, loss: 1.0999 +2025-06-27 04:25:25,171 - mmdet - INFO - Epoch [27][400/7330] lr: 1.000e-04, eta: 20:52:19, time: 1.111, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1493, s0.acc: 94.6899, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2268, s1.loss_cls: 0.0681, s1.acc: 95.0509, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1128, s2.loss_cls: 0.0331, s2.acc: 95.0343, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0533, loss: 1.0559 +2025-06-27 04:26:17,816 - mmdet - INFO - Epoch [27][450/7330] lr: 1.000e-04, eta: 20:51:28, time: 1.053, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1563, s0.acc: 94.3992, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2298, s1.loss_cls: 0.0716, s1.acc: 94.8043, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1146, s2.loss_cls: 0.0345, s2.acc: 94.8365, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0544, loss: 1.0879 +2025-06-27 04:27:10,658 - mmdet - INFO - Epoch [27][500/7330] lr: 1.000e-04, eta: 20:50:37, time: 1.056, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1477, s0.acc: 94.7131, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2227, s1.loss_cls: 0.0685, s1.acc: 95.0481, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1111, s2.loss_cls: 0.0328, s2.acc: 95.1687, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0519, loss: 1.0441 +2025-06-27 04:28:01,101 - mmdet - INFO - Epoch [27][550/7330] lr: 1.000e-04, eta: 20:49:45, time: 1.009, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1607, s0.acc: 94.2573, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2348, s1.loss_cls: 0.0729, s1.acc: 94.6368, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1163, s2.loss_cls: 0.0356, s2.acc: 94.6589, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0549, loss: 1.1220 +2025-06-27 04:28:51,368 - mmdet - INFO - Epoch [27][600/7330] lr: 1.000e-04, eta: 20:48:53, time: 1.005, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1550, s0.acc: 94.5562, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2240, s1.loss_cls: 0.0702, s1.acc: 94.9114, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1121, s2.loss_cls: 0.0341, s2.acc: 94.9855, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0528, loss: 1.0711 +2025-06-27 04:29:41,572 - mmdet - INFO - Epoch [27][650/7330] lr: 1.000e-04, eta: 20:48:01, time: 1.005, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1593, s0.acc: 94.3203, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2264, s1.loss_cls: 0.0727, s1.acc: 94.6736, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1131, s2.loss_cls: 0.0353, s2.acc: 94.6665, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0535, loss: 1.0982 +2025-06-27 04:30:31,142 - mmdet - INFO - Epoch [27][700/7330] lr: 1.000e-04, eta: 20:47:09, time: 0.991, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1560, s0.acc: 94.5579, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2210, s1.loss_cls: 0.0717, s1.acc: 94.8377, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1107, s2.loss_cls: 0.0351, s2.acc: 94.8119, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0750 +2025-06-27 04:31:28,514 - mmdet - INFO - Epoch [27][750/7330] lr: 1.000e-04, eta: 20:46:19, time: 1.147, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1521, s0.acc: 94.6016, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2214, s1.loss_cls: 0.0699, s1.acc: 94.8576, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1116, s2.loss_cls: 0.0342, s2.acc: 94.8825, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0528, loss: 1.0650 +2025-06-27 04:32:25,371 - mmdet - INFO - Epoch [27][800/7330] lr: 1.000e-04, eta: 20:45:30, time: 1.138, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1565, s0.acc: 94.4644, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2256, s1.loss_cls: 0.0714, s1.acc: 94.7991, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1117, s2.loss_cls: 0.0350, s2.acc: 94.7790, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0528, loss: 1.0849 +2025-06-27 04:33:17,198 - mmdet - INFO - Epoch [27][850/7330] lr: 1.000e-04, eta: 20:44:38, time: 1.036, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1549, s0.acc: 94.5710, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2229, s1.loss_cls: 0.0704, s1.acc: 94.9275, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1108, s2.loss_cls: 0.0341, s2.acc: 95.0025, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0520, loss: 1.0642 +2025-06-27 04:34:08,750 - mmdet - INFO - Epoch [27][900/7330] lr: 1.000e-04, eta: 20:43:47, time: 1.032, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1505, s0.acc: 94.7251, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2180, s1.loss_cls: 0.0682, s1.acc: 95.1324, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1094, s2.loss_cls: 0.0327, s2.acc: 95.1464, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0515, loss: 1.0509 +2025-06-27 04:34:57,681 - mmdet - INFO - Epoch [27][950/7330] lr: 1.000e-04, eta: 20:42:54, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1531, s0.acc: 94.6204, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2205, s1.loss_cls: 0.0700, s1.acc: 94.9233, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1099, s2.loss_cls: 0.0336, s2.acc: 94.9719, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0521, loss: 1.0604 +2025-06-27 04:35:47,473 - mmdet - INFO - Epoch [27][1000/7330] lr: 1.000e-04, eta: 20:42:02, time: 0.996, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1503, s0.acc: 94.6636, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2268, s1.loss_cls: 0.0681, s1.acc: 95.0440, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1124, s2.loss_cls: 0.0335, s2.acc: 94.9663, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0528, loss: 1.0647 +2025-06-27 04:36:36,479 - mmdet - INFO - Epoch [27][1050/7330] lr: 1.000e-04, eta: 20:41:09, time: 0.980, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1553, s0.acc: 94.3123, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2309, s1.loss_cls: 0.0711, s1.acc: 94.6962, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1148, s2.loss_cls: 0.0346, s2.acc: 94.7347, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.0964 +2025-06-27 04:37:25,469 - mmdet - INFO - Epoch [27][1100/7330] lr: 1.000e-04, eta: 20:40:17, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1544, s0.acc: 94.6506, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2216, s1.loss_cls: 0.0691, s1.acc: 95.0797, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1120, s2.loss_cls: 0.0339, s2.acc: 95.1133, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0529, loss: 1.0611 +2025-06-27 04:38:17,241 - mmdet - INFO - Epoch [27][1150/7330] lr: 1.000e-04, eta: 20:39:26, time: 1.035, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1538, s0.acc: 94.5046, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2260, s1.loss_cls: 0.0707, s1.acc: 94.8528, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1128, s2.loss_cls: 0.0346, s2.acc: 94.8768, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0533, loss: 1.0881 +2025-06-27 04:39:18,721 - mmdet - INFO - Epoch [27][1200/7330] lr: 1.000e-04, eta: 20:38:38, time: 1.229, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1668, s0.acc: 94.1980, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2255, s1.loss_cls: 0.0755, s1.acc: 94.5602, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1126, s2.loss_cls: 0.0367, s2.acc: 94.5712, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0531, loss: 1.1164 +2025-06-27 04:40:07,874 - mmdet - INFO - Epoch [27][1250/7330] lr: 1.000e-04, eta: 20:37:45, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1530, s0.acc: 94.5066, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2295, s1.loss_cls: 0.0696, s1.acc: 94.9547, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1143, s2.loss_cls: 0.0341, s2.acc: 94.8746, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0541, loss: 1.0904 +2025-06-27 04:40:58,784 - mmdet - INFO - Epoch [27][1300/7330] lr: 1.000e-04, eta: 20:36:54, time: 1.019, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1507, s0.acc: 94.6819, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2241, s1.loss_cls: 0.0686, s1.acc: 95.0188, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1123, s2.loss_cls: 0.0335, s2.acc: 95.0309, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0535, loss: 1.0517 +2025-06-27 04:41:50,715 - mmdet - INFO - Epoch [27][1350/7330] lr: 1.000e-04, eta: 20:36:02, time: 1.039, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1542, s0.acc: 94.6172, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2245, s1.loss_cls: 0.0690, s1.acc: 95.0217, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1117, s2.loss_cls: 0.0338, s2.acc: 94.9528, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0523, loss: 1.0709 +2025-06-27 04:42:40,258 - mmdet - INFO - Epoch [27][1400/7330] lr: 1.000e-04, eta: 20:35:10, time: 0.991, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1546, s0.acc: 94.5969, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2225, s1.loss_cls: 0.0699, s1.acc: 94.9774, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1109, s2.loss_cls: 0.0336, s2.acc: 95.0508, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0670 +2025-06-27 04:43:28,682 - mmdet - INFO - Epoch [27][1450/7330] lr: 1.000e-04, eta: 20:34:17, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1605, s0.acc: 94.5100, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2223, s1.loss_cls: 0.0739, s1.acc: 94.8469, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1111, s2.loss_cls: 0.0355, s2.acc: 94.9203, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0524, loss: 1.0856 +2025-06-27 04:44:17,039 - mmdet - INFO - Epoch [27][1500/7330] lr: 1.000e-04, eta: 20:33:24, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1432, s0.acc: 95.0210, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2232, s1.loss_cls: 0.0644, s1.acc: 95.4123, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1112, s2.loss_cls: 0.0315, s2.acc: 95.3820, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0528, loss: 1.0290 +2025-06-27 04:45:05,894 - mmdet - INFO - Epoch [27][1550/7330] lr: 1.000e-04, eta: 20:32:32, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1511, s0.acc: 94.7144, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2231, s1.loss_cls: 0.0697, s1.acc: 94.9994, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1130, s2.loss_cls: 0.0339, s2.acc: 95.0309, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0532, loss: 1.0659 +2025-06-27 04:46:04,445 - mmdet - INFO - Epoch [27][1600/7330] lr: 1.000e-04, eta: 20:31:43, time: 1.171, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1530, s0.acc: 94.6104, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2212, s1.loss_cls: 0.0699, s1.acc: 94.9530, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1109, s2.loss_cls: 0.0339, s2.acc: 94.9140, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0526, loss: 1.0578 +2025-06-27 04:46:58,700 - mmdet - INFO - Epoch [27][1650/7330] lr: 1.000e-04, eta: 20:30:52, time: 1.085, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1588, s0.acc: 94.3162, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2267, s1.loss_cls: 0.0741, s1.acc: 94.4810, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1122, s2.loss_cls: 0.0360, s2.acc: 94.5521, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0528, loss: 1.0997 +2025-06-27 04:47:51,501 - mmdet - INFO - Epoch [27][1700/7330] lr: 1.000e-04, eta: 20:30:01, time: 1.056, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1450, s0.acc: 94.9077, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2213, s1.loss_cls: 0.0663, s1.acc: 95.1946, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1110, s2.loss_cls: 0.0323, s2.acc: 95.2221, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0526, loss: 1.0370 +2025-06-27 04:48:43,264 - mmdet - INFO - Epoch [27][1750/7330] lr: 1.000e-04, eta: 20:29:10, time: 1.035, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1657, s0.acc: 94.1895, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2270, s1.loss_cls: 0.0770, s1.acc: 94.3706, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1131, s2.loss_cls: 0.0373, s2.acc: 94.4231, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0533, loss: 1.1136 +2025-06-27 04:49:32,400 - mmdet - INFO - Epoch [27][1800/7330] lr: 1.000e-04, eta: 20:28:18, time: 0.983, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1571, s0.acc: 94.4436, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2224, s1.loss_cls: 0.0722, s1.acc: 94.7623, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1109, s2.loss_cls: 0.0350, s2.acc: 94.7103, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0525, loss: 1.0826 +2025-06-27 04:50:21,277 - mmdet - INFO - Epoch [27][1850/7330] lr: 1.000e-04, eta: 20:27:25, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1544, s0.acc: 94.4868, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2257, s1.loss_cls: 0.0714, s1.acc: 94.7755, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1134, s2.loss_cls: 0.0348, s2.acc: 94.8751, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0531, loss: 1.0832 +2025-06-27 04:51:10,367 - mmdet - INFO - Epoch [27][1900/7330] lr: 1.000e-04, eta: 20:26:33, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1590, s0.acc: 94.3918, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2245, s1.loss_cls: 0.0728, s1.acc: 94.7823, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1114, s2.loss_cls: 0.0357, s2.acc: 94.6885, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0902 +2025-06-27 04:51:59,401 - mmdet - INFO - Epoch [27][1950/7330] lr: 1.000e-04, eta: 20:25:40, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1568, s0.acc: 94.5627, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2328, s1.loss_cls: 0.0713, s1.acc: 94.8469, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1147, s2.loss_cls: 0.0348, s2.acc: 94.8490, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0542, loss: 1.0874 +2025-06-27 04:52:55,250 - mmdet - INFO - Epoch [27][2000/7330] lr: 1.000e-04, eta: 20:24:50, time: 1.117, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1542, s0.acc: 94.5940, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2261, s1.loss_cls: 0.0700, s1.acc: 94.9271, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1129, s2.loss_cls: 0.0342, s2.acc: 94.9484, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0531, loss: 1.0770 +2025-06-27 04:53:51,553 - mmdet - INFO - Epoch [27][2050/7330] lr: 1.000e-04, eta: 20:24:00, time: 1.127, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1542, s0.acc: 94.5674, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2231, s1.loss_cls: 0.0705, s1.acc: 94.9133, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1111, s2.loss_cls: 0.0345, s2.acc: 94.9141, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0525, loss: 1.0805 +2025-06-27 04:54:43,239 - mmdet - INFO - Epoch [27][2100/7330] lr: 1.000e-04, eta: 20:23:09, time: 1.034, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1557, s0.acc: 94.4663, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2295, s1.loss_cls: 0.0717, s1.acc: 94.7279, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1144, s2.loss_cls: 0.0347, s2.acc: 94.8344, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.0874 +2025-06-27 04:55:34,220 - mmdet - INFO - Epoch [27][2150/7330] lr: 1.000e-04, eta: 20:22:17, time: 1.020, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1509, s0.acc: 94.5696, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2240, s1.loss_cls: 0.0692, s1.acc: 94.8699, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1109, s2.loss_cls: 0.0340, s2.acc: 94.8255, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0523, loss: 1.0616 +2025-06-27 04:56:23,221 - mmdet - INFO - Epoch [27][2200/7330] lr: 1.000e-04, eta: 20:21:25, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1556, s0.acc: 94.4797, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2232, s1.loss_cls: 0.0714, s1.acc: 94.7964, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1115, s2.loss_cls: 0.0348, s2.acc: 94.7574, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0522, loss: 1.0729 +2025-06-27 04:57:12,006 - mmdet - INFO - Epoch [27][2250/7330] lr: 1.000e-04, eta: 20:20:32, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1538, s0.acc: 94.5120, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2288, s1.loss_cls: 0.0707, s1.acc: 94.8242, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1135, s2.loss_cls: 0.0342, s2.acc: 94.8823, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0536, loss: 1.0897 +2025-06-27 04:58:00,839 - mmdet - INFO - Epoch [27][2300/7330] lr: 1.000e-04, eta: 20:19:40, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1567, s0.acc: 94.4390, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2217, s1.loss_cls: 0.0719, s1.acc: 94.7445, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1112, s2.loss_cls: 0.0350, s2.acc: 94.7520, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0820 +2025-06-27 04:58:49,356 - mmdet - INFO - Epoch [27][2350/7330] lr: 1.000e-04, eta: 20:18:47, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1573, s0.acc: 94.5217, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2232, s1.loss_cls: 0.0732, s1.acc: 94.7570, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1116, s2.loss_cls: 0.0359, s2.acc: 94.7201, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0756 +2025-06-27 04:59:40,799 - mmdet - INFO - Epoch [27][2400/7330] lr: 1.000e-04, eta: 20:17:55, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1522, s0.acc: 94.5732, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2237, s1.loss_cls: 0.0697, s1.acc: 94.8416, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1128, s2.loss_cls: 0.0346, s2.acc: 94.7666, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0757 +2025-06-27 05:00:40,842 - mmdet - INFO - Epoch [27][2450/7330] lr: 1.000e-04, eta: 20:17:07, time: 1.201, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1650, s0.acc: 94.3193, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2316, s1.loss_cls: 0.0762, s1.acc: 94.6105, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1153, s2.loss_cls: 0.0368, s2.acc: 94.6593, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0545, loss: 1.1075 +2025-06-27 05:01:29,528 - mmdet - INFO - Epoch [27][2500/7330] lr: 1.000e-04, eta: 20:16:14, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1550, s0.acc: 94.6243, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2254, s1.loss_cls: 0.0718, s1.acc: 94.9319, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1126, s2.loss_cls: 0.0344, s2.acc: 95.0276, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0530, loss: 1.0741 +2025-06-27 05:02:24,359 - mmdet - INFO - Epoch [27][2550/7330] lr: 1.000e-04, eta: 20:15:24, time: 1.097, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1545, s0.acc: 94.5542, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2301, s1.loss_cls: 0.0699, s1.acc: 94.9464, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1146, s2.loss_cls: 0.0341, s2.acc: 94.8590, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0544, loss: 1.0822 +2025-06-27 05:03:13,343 - mmdet - INFO - Epoch [27][2600/7330] lr: 1.000e-04, eta: 20:14:32, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1529, s0.acc: 94.4792, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2238, s1.loss_cls: 0.0702, s1.acc: 94.8074, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1115, s2.loss_cls: 0.0341, s2.acc: 94.8225, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0530, loss: 1.0733 +2025-06-27 05:04:02,099 - mmdet - INFO - Epoch [27][2650/7330] lr: 1.000e-04, eta: 20:13:39, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1567, s0.acc: 94.4893, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2250, s1.loss_cls: 0.0722, s1.acc: 94.7696, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1128, s2.loss_cls: 0.0352, s2.acc: 94.8116, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0531, loss: 1.0766 +2025-06-27 05:04:51,196 - mmdet - INFO - Epoch [27][2700/7330] lr: 1.000e-04, eta: 20:12:47, time: 0.982, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1630, s0.acc: 94.1394, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2291, s1.loss_cls: 0.0746, s1.acc: 94.4984, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1140, s2.loss_cls: 0.0357, s2.acc: 94.6842, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0534, loss: 1.1130 +2025-06-27 05:05:39,988 - mmdet - INFO - Epoch [27][2750/7330] lr: 1.000e-04, eta: 20:11:54, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1546, s0.acc: 94.4219, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2305, s1.loss_cls: 0.0713, s1.acc: 94.7348, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1155, s2.loss_cls: 0.0346, s2.acc: 94.7218, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0540, loss: 1.0902 +2025-06-27 05:06:28,803 - mmdet - INFO - Epoch [27][2800/7330] lr: 1.000e-04, eta: 20:11:02, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1539, s0.acc: 94.5120, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2285, s1.loss_cls: 0.0697, s1.acc: 94.9590, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1147, s2.loss_cls: 0.0343, s2.acc: 94.8987, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.0879 +2025-06-27 05:07:25,022 - mmdet - INFO - Epoch [27][2850/7330] lr: 1.000e-04, eta: 20:10:12, time: 1.124, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1541, s0.acc: 94.5796, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2198, s1.loss_cls: 0.0702, s1.acc: 94.9777, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1095, s2.loss_cls: 0.0344, s2.acc: 94.8819, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0605 +2025-06-27 05:08:19,567 - mmdet - INFO - Epoch [27][2900/7330] lr: 1.000e-04, eta: 20:09:21, time: 1.091, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1600, s0.acc: 94.3911, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2281, s1.loss_cls: 0.0734, s1.acc: 94.7587, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1134, s2.loss_cls: 0.0355, s2.acc: 94.8051, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0541, loss: 1.1038 +2025-06-27 05:09:11,177 - mmdet - INFO - Epoch [27][2950/7330] lr: 1.000e-04, eta: 20:08:30, time: 1.032, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1529, s0.acc: 94.6011, s0.loss_bbox: 0.2256, s0.loss_mask: 0.2247, s1.loss_cls: 0.0700, s1.acc: 94.9110, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1123, s2.loss_cls: 0.0347, s2.acc: 94.9152, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0528, loss: 1.0752 +2025-06-27 05:10:02,792 - mmdet - INFO - Epoch [27][3000/7330] lr: 1.000e-04, eta: 20:07:38, time: 1.032, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1611, s0.acc: 94.3601, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2272, s1.loss_cls: 0.0729, s1.acc: 94.8101, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1132, s2.loss_cls: 0.0351, s2.acc: 94.9130, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.0952 +2025-06-27 05:10:51,870 - mmdet - INFO - Epoch [27][3050/7330] lr: 1.000e-04, eta: 20:06:46, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1513, s0.acc: 94.6208, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2225, s1.loss_cls: 0.0696, s1.acc: 94.9250, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1120, s2.loss_cls: 0.0347, s2.acc: 94.8667, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0530, loss: 1.0682 +2025-06-27 05:11:40,271 - mmdet - INFO - Epoch [27][3100/7330] lr: 1.000e-04, eta: 20:05:53, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1531, s0.acc: 94.6394, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2302, s1.loss_cls: 0.0715, s1.acc: 94.9014, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1145, s2.loss_cls: 0.0351, s2.acc: 94.9098, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.0758 +2025-06-27 05:12:29,049 - mmdet - INFO - Epoch [27][3150/7330] lr: 1.000e-04, eta: 20:05:01, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1600, s0.acc: 94.4512, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2260, s1.loss_cls: 0.0732, s1.acc: 94.7959, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1133, s2.loss_cls: 0.0356, s2.acc: 94.7854, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0537, loss: 1.0864 +2025-06-27 05:13:18,203 - mmdet - INFO - Epoch [27][3200/7330] lr: 1.000e-04, eta: 20:04:08, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1558, s0.acc: 94.6025, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2192, s1.loss_cls: 0.0714, s1.acc: 94.9189, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1098, s2.loss_cls: 0.0349, s2.acc: 94.9171, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0563 +2025-06-27 05:14:14,928 - mmdet - INFO - Epoch [27][3250/7330] lr: 1.000e-04, eta: 20:03:19, time: 1.135, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1528, s0.acc: 94.5974, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2277, s1.loss_cls: 0.0693, s1.acc: 95.0077, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1135, s2.loss_cls: 0.0333, s2.acc: 95.0894, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0535, loss: 1.0680 +2025-06-27 05:15:11,009 - mmdet - INFO - Epoch [27][3300/7330] lr: 1.000e-04, eta: 20:02:29, time: 1.122, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1602, s0.acc: 94.3076, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2288, s1.loss_cls: 0.0738, s1.acc: 94.6135, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1145, s2.loss_cls: 0.0368, s2.acc: 94.5129, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1038 +2025-06-27 05:16:02,184 - mmdet - INFO - Epoch [27][3350/7330] lr: 1.000e-04, eta: 20:01:37, time: 1.023, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1543, s0.acc: 94.6228, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2295, s1.loss_cls: 0.0712, s1.acc: 94.9025, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1135, s2.loss_cls: 0.0346, s2.acc: 94.9192, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0534, loss: 1.0778 +2025-06-27 05:16:52,679 - mmdet - INFO - Epoch [27][3400/7330] lr: 1.000e-04, eta: 20:00:45, time: 1.010, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1474, s0.acc: 94.8140, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2267, s1.loss_cls: 0.0686, s1.acc: 95.0149, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1131, s2.loss_cls: 0.0332, s2.acc: 95.0801, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0528, loss: 1.0514 +2025-06-27 05:17:41,304 - mmdet - INFO - Epoch [27][3450/7330] lr: 1.000e-04, eta: 19:59:53, time: 0.972, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1587, s0.acc: 94.4487, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2270, s1.loss_cls: 0.0723, s1.acc: 94.8319, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1125, s2.loss_cls: 0.0352, s2.acc: 94.7868, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0860 +2025-06-27 05:18:30,101 - mmdet - INFO - Epoch [27][3500/7330] lr: 1.000e-04, eta: 19:59:00, time: 0.976, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1560, s0.acc: 94.4373, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2250, s1.loss_cls: 0.0723, s1.acc: 94.7093, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1115, s2.loss_cls: 0.0357, s2.acc: 94.6531, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0881 +2025-06-27 05:19:18,906 - mmdet - INFO - Epoch [27][3550/7330] lr: 1.000e-04, eta: 19:58:07, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1571, s0.acc: 94.4202, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2221, s1.loss_cls: 0.0731, s1.acc: 94.6485, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1108, s2.loss_cls: 0.0354, s2.acc: 94.5677, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0808 +2025-06-27 05:20:07,693 - mmdet - INFO - Epoch [27][3600/7330] lr: 1.000e-04, eta: 19:57:15, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1596, s0.acc: 94.3247, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2281, s1.loss_cls: 0.0738, s1.acc: 94.6615, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1128, s2.loss_cls: 0.0357, s2.acc: 94.7027, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0528, loss: 1.0897 +2025-06-27 05:20:59,053 - mmdet - INFO - Epoch [27][3650/7330] lr: 1.000e-04, eta: 19:56:23, time: 1.027, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1620, s0.acc: 94.3994, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2317, s1.loss_cls: 0.0738, s1.acc: 94.7799, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1154, s2.loss_cls: 0.0361, s2.acc: 94.7163, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0547, loss: 1.1133 +2025-06-27 05:21:59,105 - mmdet - INFO - Epoch [27][3700/7330] lr: 1.000e-04, eta: 19:55:35, time: 1.201, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1528, s0.acc: 94.6045, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2294, s1.loss_cls: 0.0696, s1.acc: 94.9619, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1139, s2.loss_cls: 0.0345, s2.acc: 94.8591, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0536, loss: 1.0777 +2025-06-27 05:22:47,781 - mmdet - INFO - Epoch [27][3750/7330] lr: 1.000e-04, eta: 19:54:42, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1555, s0.acc: 94.5203, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2288, s1.loss_cls: 0.0708, s1.acc: 94.9298, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1143, s2.loss_cls: 0.0347, s2.acc: 94.8871, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0540, loss: 1.0773 +2025-06-27 05:23:41,134 - mmdet - INFO - Epoch [27][3800/7330] lr: 1.000e-04, eta: 19:53:51, time: 1.067, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1658, s0.acc: 94.2288, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2292, s1.loss_cls: 0.0756, s1.acc: 94.6101, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1138, s2.loss_cls: 0.0368, s2.acc: 94.6713, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0532, loss: 1.1098 +2025-06-27 05:24:30,129 - mmdet - INFO - Epoch [27][3850/7330] lr: 1.000e-04, eta: 19:52:59, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1542, s0.acc: 94.5205, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2242, s1.loss_cls: 0.0719, s1.acc: 94.8398, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1120, s2.loss_cls: 0.0352, s2.acc: 94.7555, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0526, loss: 1.0713 +2025-06-27 05:25:18,847 - mmdet - INFO - Epoch [27][3900/7330] lr: 1.000e-04, eta: 19:52:06, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1576, s0.acc: 94.4346, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2264, s1.loss_cls: 0.0720, s1.acc: 94.7751, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1131, s2.loss_cls: 0.0354, s2.acc: 94.7608, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0533, loss: 1.0932 +2025-06-27 05:26:07,510 - mmdet - INFO - Epoch [27][3950/7330] lr: 1.000e-04, eta: 19:51:14, time: 0.973, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1598, s0.acc: 94.3413, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2311, s1.loss_cls: 0.0733, s1.acc: 94.6271, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1157, s2.loss_cls: 0.0362, s2.acc: 94.5159, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0541, loss: 1.1052 +2025-06-27 05:26:56,347 - mmdet - INFO - Epoch [27][4000/7330] lr: 1.000e-04, eta: 19:50:21, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1566, s0.acc: 94.4797, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2218, s1.loss_cls: 0.0717, s1.acc: 94.8529, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1122, s2.loss_cls: 0.0356, s2.acc: 94.8169, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0823 +2025-06-27 05:27:45,381 - mmdet - INFO - Epoch [27][4050/7330] lr: 1.000e-04, eta: 19:49:29, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1634, s0.acc: 94.2383, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2286, s1.loss_cls: 0.0759, s1.acc: 94.4748, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1138, s2.loss_cls: 0.0367, s2.acc: 94.4583, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0536, loss: 1.1218 +2025-06-27 05:28:44,602 - mmdet - INFO - Epoch [27][4100/7330] lr: 1.000e-04, eta: 19:48:40, time: 1.184, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1527, s0.acc: 94.6118, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2264, s1.loss_cls: 0.0701, s1.acc: 94.9573, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1124, s2.loss_cls: 0.0337, s2.acc: 95.0416, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0529, loss: 1.0566 +2025-06-27 05:29:38,652 - mmdet - INFO - Epoch [27][4150/7330] lr: 1.000e-04, eta: 19:47:50, time: 1.081, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1567, s0.acc: 94.5051, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2288, s1.loss_cls: 0.0716, s1.acc: 94.8553, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1135, s2.loss_cls: 0.0351, s2.acc: 94.7869, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0535, loss: 1.0912 +2025-06-27 05:30:29,437 - mmdet - INFO - Epoch [27][4200/7330] lr: 1.000e-04, eta: 19:46:58, time: 1.016, data_time: 0.023, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1533, s0.acc: 94.6921, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2217, s1.loss_cls: 0.0700, s1.acc: 95.0541, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1114, s2.loss_cls: 0.0342, s2.acc: 95.0064, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0525, loss: 1.0563 +2025-06-27 05:31:21,057 - mmdet - INFO - Epoch [27][4250/7330] lr: 1.000e-04, eta: 19:46:06, time: 1.032, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1576, s0.acc: 94.4541, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2248, s1.loss_cls: 0.0726, s1.acc: 94.7697, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1127, s2.loss_cls: 0.0351, s2.acc: 94.6948, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.0837 +2025-06-27 05:32:10,026 - mmdet - INFO - Epoch [27][4300/7330] lr: 1.000e-04, eta: 19:45:14, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1580, s0.acc: 94.4009, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2303, s1.loss_cls: 0.0728, s1.acc: 94.6809, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1142, s2.loss_cls: 0.0355, s2.acc: 94.6140, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0537, loss: 1.1019 +2025-06-27 05:32:58,863 - mmdet - INFO - Epoch [27][4350/7330] lr: 1.000e-04, eta: 19:44:21, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1576, s0.acc: 94.4602, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2282, s1.loss_cls: 0.0727, s1.acc: 94.7478, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1137, s2.loss_cls: 0.0358, s2.acc: 94.6067, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0534, loss: 1.1020 +2025-06-27 05:33:47,076 - mmdet - INFO - Epoch [27][4400/7330] lr: 1.000e-04, eta: 19:43:29, time: 0.964, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1551, s0.acc: 94.5684, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2237, s1.loss_cls: 0.0717, s1.acc: 94.8626, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1127, s2.loss_cls: 0.0356, s2.acc: 94.6499, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0531, loss: 1.0754 +2025-06-27 05:34:35,434 - mmdet - INFO - Epoch [27][4450/7330] lr: 1.000e-04, eta: 19:42:36, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1499, s0.acc: 94.6558, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2233, s1.loss_cls: 0.0694, s1.acc: 94.8831, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1109, s2.loss_cls: 0.0335, s2.acc: 94.9473, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0518, loss: 1.0505 +2025-06-27 05:35:32,155 - mmdet - INFO - Epoch [27][4500/7330] lr: 1.000e-04, eta: 19:41:46, time: 1.134, data_time: 0.025, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1509, s0.acc: 94.7407, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2239, s1.loss_cls: 0.0685, s1.acc: 95.0936, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1116, s2.loss_cls: 0.0335, s2.acc: 95.0393, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0663 +2025-06-27 05:36:28,745 - mmdet - INFO - Epoch [27][4550/7330] lr: 1.000e-04, eta: 19:40:57, time: 1.131, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1581, s0.acc: 94.4685, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2263, s1.loss_cls: 0.0732, s1.acc: 94.6708, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1134, s2.loss_cls: 0.0354, s2.acc: 94.7337, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0532, loss: 1.0927 +2025-06-27 05:37:20,387 - mmdet - INFO - Epoch [27][4600/7330] lr: 1.000e-04, eta: 19:40:05, time: 1.033, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1552, s0.acc: 94.5627, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2228, s1.loss_cls: 0.0717, s1.acc: 94.8420, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1117, s2.loss_cls: 0.0351, s2.acc: 94.7505, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0526, loss: 1.0832 +2025-06-27 05:38:11,422 - mmdet - INFO - Epoch [27][4650/7330] lr: 1.000e-04, eta: 19:39:13, time: 1.021, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1651, s0.acc: 94.2678, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2335, s1.loss_cls: 0.0766, s1.acc: 94.4941, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1159, s2.loss_cls: 0.0365, s2.acc: 94.5625, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0546, loss: 1.1142 +2025-06-27 05:39:00,753 - mmdet - INFO - Epoch [27][4700/7330] lr: 1.000e-04, eta: 19:38:21, time: 0.987, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1583, s0.acc: 94.3447, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2220, s1.loss_cls: 0.0730, s1.acc: 94.6439, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1100, s2.loss_cls: 0.0361, s2.acc: 94.5423, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0523, loss: 1.0798 +2025-06-27 05:39:49,406 - mmdet - INFO - Epoch [27][4750/7330] lr: 1.000e-04, eta: 19:37:29, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1509, s0.acc: 94.7256, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2268, s1.loss_cls: 0.0695, s1.acc: 95.0006, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1133, s2.loss_cls: 0.0343, s2.acc: 94.9647, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0535, loss: 1.0581 +2025-06-27 05:40:38,467 - mmdet - INFO - Epoch [27][4800/7330] lr: 1.000e-04, eta: 19:36:36, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0314, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1569, s0.acc: 94.4636, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2304, s1.loss_cls: 0.0708, s1.acc: 94.9059, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1153, s2.loss_cls: 0.0351, s2.acc: 94.6690, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1034 +2025-06-27 05:41:27,113 - mmdet - INFO - Epoch [27][4850/7330] lr: 1.000e-04, eta: 19:35:44, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1604, s0.acc: 94.3823, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2299, s1.loss_cls: 0.0735, s1.acc: 94.6621, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1134, s2.loss_cls: 0.0354, s2.acc: 94.8054, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0536, loss: 1.1045 +2025-06-27 05:42:18,268 - mmdet - INFO - Epoch [27][4900/7330] lr: 1.000e-04, eta: 19:34:52, time: 1.023, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1588, s0.acc: 94.4541, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2236, s1.loss_cls: 0.0730, s1.acc: 94.7456, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1117, s2.loss_cls: 0.0353, s2.acc: 94.7770, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0525, loss: 1.0793 +2025-06-27 05:43:16,947 - mmdet - INFO - Epoch [27][4950/7330] lr: 1.000e-04, eta: 19:34:03, time: 1.174, data_time: 0.034, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1621, s0.acc: 94.3455, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2263, s1.loss_cls: 0.0753, s1.acc: 94.5622, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1141, s2.loss_cls: 0.0371, s2.acc: 94.4688, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0536, loss: 1.1014 +2025-06-27 05:44:05,712 - mmdet - INFO - Epoch [27][5000/7330] lr: 1.000e-04, eta: 19:33:10, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1567, s0.acc: 94.4749, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2325, s1.loss_cls: 0.0721, s1.acc: 94.7377, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1152, s2.loss_cls: 0.0353, s2.acc: 94.7341, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0544, loss: 1.0960 +2025-06-27 05:44:59,529 - mmdet - INFO - Epoch [27][5050/7330] lr: 1.000e-04, eta: 19:32:20, time: 1.077, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1612, s0.acc: 94.2861, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2283, s1.loss_cls: 0.0754, s1.acc: 94.4959, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1139, s2.loss_cls: 0.0370, s2.acc: 94.4805, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0535, loss: 1.1125 +2025-06-27 05:45:48,246 - mmdet - INFO - Epoch [27][5100/7330] lr: 1.000e-04, eta: 19:31:27, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1521, s0.acc: 94.7131, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2245, s1.loss_cls: 0.0719, s1.acc: 94.8368, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1119, s2.loss_cls: 0.0347, s2.acc: 94.8504, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0528, loss: 1.0552 +2025-06-27 05:46:37,107 - mmdet - INFO - Epoch [27][5150/7330] lr: 1.000e-04, eta: 19:30:35, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1640, s0.acc: 94.1780, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2290, s1.loss_cls: 0.0760, s1.acc: 94.4333, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1147, s2.loss_cls: 0.0374, s2.acc: 94.4098, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0539, loss: 1.1203 +2025-06-27 05:47:26,306 - mmdet - INFO - Epoch [27][5200/7330] lr: 1.000e-04, eta: 19:29:42, time: 0.984, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1575, s0.acc: 94.5471, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2267, s1.loss_cls: 0.0724, s1.acc: 94.8883, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1136, s2.loss_cls: 0.0346, s2.acc: 94.9213, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0535, loss: 1.0811 +2025-06-27 05:48:14,408 - mmdet - INFO - Epoch [27][5250/7330] lr: 1.000e-04, eta: 19:28:50, time: 0.961, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1517, s0.acc: 94.6821, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2250, s1.loss_cls: 0.0685, s1.acc: 95.1218, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1128, s2.loss_cls: 0.0342, s2.acc: 94.9550, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0535, loss: 1.0595 +2025-06-27 05:49:03,705 - mmdet - INFO - Epoch [27][5300/7330] lr: 1.000e-04, eta: 19:27:57, time: 0.986, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1579, s0.acc: 94.4595, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2276, s1.loss_cls: 0.0723, s1.acc: 94.7951, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1136, s2.loss_cls: 0.0350, s2.acc: 94.8049, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0535, loss: 1.1016 +2025-06-27 05:50:02,789 - mmdet - INFO - Epoch [27][5350/7330] lr: 1.000e-04, eta: 19:27:08, time: 1.181, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1638, s0.acc: 94.1733, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2280, s1.loss_cls: 0.0753, s1.acc: 94.5880, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1129, s2.loss_cls: 0.0364, s2.acc: 94.5900, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.1140 +2025-06-27 05:50:57,808 - mmdet - INFO - Epoch [27][5400/7330] lr: 1.000e-04, eta: 19:26:18, time: 1.101, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1637, s0.acc: 94.2681, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2311, s1.loss_cls: 0.0747, s1.acc: 94.6732, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1150, s2.loss_cls: 0.0361, s2.acc: 94.6539, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0541, loss: 1.1230 +2025-06-27 05:51:49,230 - mmdet - INFO - Epoch [27][5450/7330] lr: 1.000e-04, eta: 19:25:27, time: 1.028, data_time: 0.037, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1596, s0.acc: 94.3020, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2293, s1.loss_cls: 0.0732, s1.acc: 94.7178, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1142, s2.loss_cls: 0.0357, s2.acc: 94.7319, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0539, loss: 1.1045 +2025-06-27 05:52:40,261 - mmdet - INFO - Epoch [27][5500/7330] lr: 1.000e-04, eta: 19:24:35, time: 1.021, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1516, s0.acc: 94.5842, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2235, s1.loss_cls: 0.0695, s1.acc: 94.8555, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1100, s2.loss_cls: 0.0337, s2.acc: 94.9569, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0520, loss: 1.0535 +2025-06-27 05:53:28,722 - mmdet - INFO - Epoch [27][5550/7330] lr: 1.000e-04, eta: 19:23:42, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1573, s0.acc: 94.5139, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2278, s1.loss_cls: 0.0719, s1.acc: 94.8602, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1141, s2.loss_cls: 0.0349, s2.acc: 94.8526, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0540, loss: 1.0778 +2025-06-27 05:54:17,555 - mmdet - INFO - Epoch [27][5600/7330] lr: 1.000e-04, eta: 19:22:50, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1612, s0.acc: 94.3088, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2309, s1.loss_cls: 0.0745, s1.acc: 94.5723, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1159, s2.loss_cls: 0.0363, s2.acc: 94.5852, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0545, loss: 1.1088 +2025-06-27 05:55:06,627 - mmdet - INFO - Epoch [27][5650/7330] lr: 1.000e-04, eta: 19:21:57, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1587, s0.acc: 94.4849, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2271, s1.loss_cls: 0.0717, s1.acc: 94.9103, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1132, s2.loss_cls: 0.0345, s2.acc: 94.9489, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0538, loss: 1.0907 +2025-06-27 05:55:56,088 - mmdet - INFO - Epoch [27][5700/7330] lr: 1.000e-04, eta: 19:21:05, time: 0.989, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1581, s0.acc: 94.3638, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2252, s1.loss_cls: 0.0722, s1.acc: 94.6803, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1129, s2.loss_cls: 0.0360, s2.acc: 94.6576, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0533, loss: 1.0895 +2025-06-27 05:56:54,596 - mmdet - INFO - Epoch [27][5750/7330] lr: 1.000e-04, eta: 19:20:16, time: 1.170, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1659, s0.acc: 94.1807, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2235, s1.loss_cls: 0.0769, s1.acc: 94.4782, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1117, s2.loss_cls: 0.0380, s2.acc: 94.4397, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0526, loss: 1.1056 +2025-06-27 05:57:52,050 - mmdet - INFO - Epoch [27][5800/7330] lr: 1.000e-04, eta: 19:19:27, time: 1.149, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1627, s0.acc: 94.1494, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2305, s1.loss_cls: 0.0760, s1.acc: 94.4429, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1158, s2.loss_cls: 0.0367, s2.acc: 94.4958, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0545, loss: 1.1324 +2025-06-27 05:58:43,209 - mmdet - INFO - Epoch [27][5850/7330] lr: 1.000e-04, eta: 19:18:35, time: 1.023, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1587, s0.acc: 94.5251, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2244, s1.loss_cls: 0.0738, s1.acc: 94.7560, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1132, s2.loss_cls: 0.0357, s2.acc: 94.7025, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0532, loss: 1.0827 +2025-06-27 05:59:36,886 - mmdet - INFO - Epoch [27][5900/7330] lr: 1.000e-04, eta: 19:17:44, time: 1.073, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1587, s0.acc: 94.3501, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2300, s1.loss_cls: 0.0728, s1.acc: 94.6782, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1146, s2.loss_cls: 0.0359, s2.acc: 94.5882, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0540, loss: 1.1021 +2025-06-27 06:00:26,180 - mmdet - INFO - Epoch [27][5950/7330] lr: 1.000e-04, eta: 19:16:52, time: 0.986, data_time: 0.038, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1781, s0.acc: 93.7661, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2363, s1.loss_cls: 0.0835, s1.acc: 93.9902, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1173, s2.loss_cls: 0.0403, s2.acc: 94.1336, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0553, loss: 1.1680 +2025-06-27 06:01:15,031 - mmdet - INFO - Epoch [27][6000/7330] lr: 1.000e-04, eta: 19:15:59, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1605, s0.acc: 94.3508, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2293, s1.loss_cls: 0.0748, s1.acc: 94.6398, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1136, s2.loss_cls: 0.0363, s2.acc: 94.6481, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0537, loss: 1.1002 +2025-06-27 06:02:04,284 - mmdet - INFO - Epoch [27][6050/7330] lr: 1.000e-04, eta: 19:15:07, time: 0.985, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1676, s0.acc: 94.0640, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2310, s1.loss_cls: 0.0768, s1.acc: 94.4060, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1147, s2.loss_cls: 0.0379, s2.acc: 94.2557, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0541, loss: 1.1392 +2025-06-27 06:02:53,463 - mmdet - INFO - Epoch [27][6100/7330] lr: 1.000e-04, eta: 19:14:15, time: 0.984, data_time: 0.033, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0315, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1523, s0.acc: 94.5264, s0.loss_bbox: 0.2262, s0.loss_mask: 0.2220, s1.loss_cls: 0.0696, s1.acc: 94.8885, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1108, s2.loss_cls: 0.0348, s2.acc: 94.7384, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0697 +2025-06-27 06:03:44,648 - mmdet - INFO - Epoch [27][6150/7330] lr: 1.000e-04, eta: 19:13:23, time: 1.023, data_time: 0.035, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1658, s0.acc: 94.1433, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2197, s1.loss_cls: 0.0769, s1.acc: 94.5194, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1096, s2.loss_cls: 0.0379, s2.acc: 94.4638, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0519, loss: 1.1030 +2025-06-27 06:04:44,331 - mmdet - INFO - Epoch [27][6200/7330] lr: 1.000e-04, eta: 19:12:34, time: 1.194, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1663, s0.acc: 94.2827, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2279, s1.loss_cls: 0.0763, s1.acc: 94.5833, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1136, s2.loss_cls: 0.0370, s2.acc: 94.6161, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0535, loss: 1.1175 +2025-06-27 06:05:32,703 - mmdet - INFO - Epoch [27][6250/7330] lr: 1.000e-04, eta: 19:11:42, time: 0.967, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1541, s0.acc: 94.6138, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2272, s1.loss_cls: 0.0719, s1.acc: 94.8668, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1129, s2.loss_cls: 0.0355, s2.acc: 94.7728, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0532, loss: 1.0775 +2025-06-27 06:06:26,852 - mmdet - INFO - Epoch [27][6300/7330] lr: 1.000e-04, eta: 19:10:51, time: 1.083, data_time: 0.029, memory: 17711, balance_loss: 0.0009, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1581, s0.acc: 94.4170, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2288, s1.loss_cls: 0.0738, s1.acc: 94.6251, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1137, s2.loss_cls: 0.0357, s2.acc: 94.5657, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0534, loss: 1.0942 +2025-06-27 06:07:15,805 - mmdet - INFO - Epoch [27][6350/7330] lr: 1.000e-04, eta: 19:09:59, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1612, s0.acc: 94.4282, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2248, s1.loss_cls: 0.0752, s1.acc: 94.6198, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1124, s2.loss_cls: 0.0367, s2.acc: 94.6637, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0530, loss: 1.0988 +2025-06-27 06:08:04,363 - mmdet - INFO - Epoch [27][6400/7330] lr: 1.000e-04, eta: 19:09:06, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1627, s0.acc: 94.2651, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2280, s1.loss_cls: 0.0750, s1.acc: 94.5941, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1136, s2.loss_cls: 0.0370, s2.acc: 94.5590, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0535, loss: 1.1054 +2025-06-27 06:08:52,753 - mmdet - INFO - Epoch [27][6450/7330] lr: 1.000e-04, eta: 19:08:13, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1542, s0.acc: 94.6582, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2211, s1.loss_cls: 0.0725, s1.acc: 94.8386, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1103, s2.loss_cls: 0.0349, s2.acc: 94.7738, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0520, loss: 1.0515 +2025-06-27 06:09:41,884 - mmdet - INFO - Epoch [27][6500/7330] lr: 1.000e-04, eta: 19:07:21, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1597, s0.acc: 94.4395, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2233, s1.loss_cls: 0.0749, s1.acc: 94.6724, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1118, s2.loss_cls: 0.0369, s2.acc: 94.5517, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0941 +2025-06-27 06:10:33,608 - mmdet - INFO - Epoch [27][6550/7330] lr: 1.000e-04, eta: 19:06:30, time: 1.035, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1611, s0.acc: 94.4189, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2287, s1.loss_cls: 0.0743, s1.acc: 94.7598, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1132, s2.loss_cls: 0.0366, s2.acc: 94.6139, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0534, loss: 1.1063 +2025-06-27 06:11:30,081 - mmdet - INFO - Epoch [27][6600/7330] lr: 1.000e-04, eta: 19:05:40, time: 1.129, data_time: 0.026, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1645, s0.acc: 94.2761, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2323, s1.loss_cls: 0.0757, s1.acc: 94.6543, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1159, s2.loss_cls: 0.0366, s2.acc: 94.6426, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0552, loss: 1.1182 +2025-06-27 06:12:23,850 - mmdet - INFO - Epoch [27][6650/7330] lr: 1.000e-04, eta: 19:04:49, time: 1.075, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1633, s0.acc: 94.2383, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2275, s1.loss_cls: 0.0754, s1.acc: 94.4847, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1134, s2.loss_cls: 0.0368, s2.acc: 94.5013, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0534, loss: 1.1077 +2025-06-27 06:13:15,195 - mmdet - INFO - Epoch [27][6700/7330] lr: 1.000e-04, eta: 19:03:57, time: 1.027, data_time: 0.024, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1622, s0.acc: 94.3499, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2279, s1.loss_cls: 0.0748, s1.acc: 94.6457, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1125, s2.loss_cls: 0.0361, s2.acc: 94.6758, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0530, loss: 1.1083 +2025-06-27 06:14:06,488 - mmdet - INFO - Epoch [27][6750/7330] lr: 1.000e-04, eta: 19:03:06, time: 1.027, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1573, s0.acc: 94.3689, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2369, s1.loss_cls: 0.0739, s1.acc: 94.5958, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1183, s2.loss_cls: 0.0363, s2.acc: 94.5725, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0560, loss: 1.1091 +2025-06-27 06:14:55,197 - mmdet - INFO - Epoch [27][6800/7330] lr: 1.000e-04, eta: 19:02:13, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1516, s0.acc: 94.6443, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2260, s1.loss_cls: 0.0708, s1.acc: 94.9125, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1118, s2.loss_cls: 0.0343, s2.acc: 94.9046, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0699 +2025-06-27 06:15:43,461 - mmdet - INFO - Epoch [27][6850/7330] lr: 1.000e-04, eta: 19:01:21, time: 0.965, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1600, s0.acc: 94.5376, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2275, s1.loss_cls: 0.0734, s1.acc: 94.8348, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1138, s2.loss_cls: 0.0359, s2.acc: 94.7543, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0539, loss: 1.0802 +2025-06-27 06:16:32,463 - mmdet - INFO - Epoch [27][6900/7330] lr: 1.000e-04, eta: 19:00:28, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1667, s0.acc: 94.1797, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2272, s1.loss_cls: 0.0769, s1.acc: 94.5750, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1131, s2.loss_cls: 0.0374, s2.acc: 94.5149, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0533, loss: 1.1125 +2025-06-27 06:17:20,861 - mmdet - INFO - Epoch [27][6950/7330] lr: 1.000e-04, eta: 18:59:36, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1610, s0.acc: 94.3945, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2218, s1.loss_cls: 0.0741, s1.acc: 94.7571, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1106, s2.loss_cls: 0.0358, s2.acc: 94.8191, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0524, loss: 1.0698 +2025-06-27 06:18:18,745 - mmdet - INFO - Epoch [27][7000/7330] lr: 1.000e-04, eta: 18:58:46, time: 1.158, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1609, s0.acc: 94.4338, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2278, s1.loss_cls: 0.0739, s1.acc: 94.7046, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1136, s2.loss_cls: 0.0360, s2.acc: 94.7240, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0534, loss: 1.0934 +2025-06-27 06:19:12,719 - mmdet - INFO - Epoch [27][7050/7330] lr: 1.000e-04, eta: 18:57:56, time: 1.080, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0317, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1585, s0.acc: 94.4761, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2271, s1.loss_cls: 0.0733, s1.acc: 94.7437, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1140, s2.loss_cls: 0.0356, s2.acc: 94.7491, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0542, loss: 1.0931 +2025-06-27 06:20:03,812 - mmdet - INFO - Epoch [27][7100/7330] lr: 1.000e-04, eta: 18:57:04, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1671, s0.acc: 94.1736, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2374, s1.loss_cls: 0.0771, s1.acc: 94.5427, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1182, s2.loss_cls: 0.0373, s2.acc: 94.5446, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1360 +2025-06-27 06:20:56,166 - mmdet - INFO - Epoch [27][7150/7330] lr: 1.000e-04, eta: 18:56:13, time: 1.047, data_time: 0.031, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1688, s0.acc: 93.9463, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2330, s1.loss_cls: 0.0776, s1.acc: 94.2813, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1171, s2.loss_cls: 0.0383, s2.acc: 94.3061, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0554, loss: 1.1556 +2025-06-27 06:21:45,502 - mmdet - INFO - Epoch [27][7200/7330] lr: 1.000e-04, eta: 18:55:20, time: 0.987, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1700, s0.acc: 93.9846, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2275, s1.loss_cls: 0.0806, s1.acc: 94.1634, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1131, s2.loss_cls: 0.0389, s2.acc: 94.2197, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0527, loss: 1.1388 +2025-06-27 06:22:33,748 - mmdet - INFO - Epoch [27][7250/7330] lr: 1.000e-04, eta: 18:54:28, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1562, s0.acc: 94.4875, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2265, s1.loss_cls: 0.0736, s1.acc: 94.7107, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1131, s2.loss_cls: 0.0359, s2.acc: 94.6847, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0534, loss: 1.0872 +2025-06-27 06:23:22,998 - mmdet - INFO - Epoch [27][7300/7330] lr: 1.000e-04, eta: 18:53:36, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1595, s0.acc: 94.4309, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2273, s1.loss_cls: 0.0727, s1.acc: 94.8083, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1127, s2.loss_cls: 0.0359, s2.acc: 94.7182, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0897 +2025-06-27 06:24:06,429 - mmdet - INFO - Saving checkpoint at 27 epochs +2025-06-27 06:27:13,016 - mmdet - INFO - Evaluating bbox... +2025-06-27 06:27:44,127 - mmdet - INFO - Evaluating segm... +2025-06-27 06:28:15,756 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 06:28:15,756 - mmdet - INFO - Epoch(val) [27][7330] bbox_mAP: 0.4730, bbox_mAP_50: 0.6620, bbox_mAP_75: 0.5160, bbox_mAP_s: 0.3070, bbox_mAP_m: 0.5070, bbox_mAP_l: 0.6170, bbox_mAP_copypaste: 0.473 0.662 0.516 0.307 0.507 0.617, segm_mAP: 0.4090, segm_mAP_50: 0.6350, segm_mAP_75: 0.4420, segm_mAP_s: 0.2470, segm_mAP_m: 0.4420, segm_mAP_l: 0.5550, segm_mAP_copypaste: 0.409 0.635 0.442 0.247 0.442 0.555 +2025-06-27 06:30:35,804 - mmdet - INFO - Epoch [28][50/7330] lr: 1.000e-05, eta: 18:52:32, time: 2.800, data_time: 1.550, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1528, s0.acc: 94.5940, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2283, s1.loss_cls: 0.0710, s1.acc: 94.8298, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1143, s2.loss_cls: 0.0348, s2.acc: 94.7800, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.0796 +2025-06-27 06:31:27,822 - mmdet - INFO - Epoch [28][100/7330] lr: 1.000e-05, eta: 18:51:41, time: 1.041, data_time: 0.028, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1492, s0.acc: 94.7107, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2235, s1.loss_cls: 0.0684, s1.acc: 95.0307, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1113, s2.loss_cls: 0.0341, s2.acc: 94.8877, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0526, loss: 1.0647 +2025-06-27 06:32:22,030 - mmdet - INFO - Epoch [28][150/7330] lr: 1.000e-05, eta: 18:50:50, time: 1.084, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1489, s0.acc: 94.6824, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2213, s1.loss_cls: 0.0684, s1.acc: 95.0397, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1101, s2.loss_cls: 0.0339, s2.acc: 94.8892, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0519, loss: 1.0565 +2025-06-27 06:33:13,475 - mmdet - INFO - Epoch [28][200/7330] lr: 1.000e-05, eta: 18:49:59, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1558, s0.acc: 94.4570, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2197, s1.loss_cls: 0.0710, s1.acc: 94.7631, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1102, s2.loss_cls: 0.0350, s2.acc: 94.8106, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0760 +2025-06-27 06:34:04,523 - mmdet - INFO - Epoch [28][250/7330] lr: 1.000e-05, eta: 18:49:07, time: 1.021, data_time: 0.030, memory: 17711, balance_loss: 0.0008, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1549, s0.acc: 94.4949, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2185, s1.loss_cls: 0.0718, s1.acc: 94.8138, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1097, s2.loss_cls: 0.0352, s2.acc: 94.7338, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0652 +2025-06-27 06:34:54,601 - mmdet - INFO - Epoch [28][300/7330] lr: 1.000e-05, eta: 18:48:15, time: 1.002, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1490, s0.acc: 94.7732, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2190, s1.loss_cls: 0.0674, s1.acc: 95.1101, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1097, s2.loss_cls: 0.0337, s2.acc: 95.0165, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0515, loss: 1.0467 +2025-06-27 06:35:45,640 - mmdet - INFO - Epoch [28][350/7330] lr: 1.000e-05, eta: 18:47:23, time: 1.021, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1538, s0.acc: 94.5640, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2238, s1.loss_cls: 0.0709, s1.acc: 94.8428, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1117, s2.loss_cls: 0.0340, s2.acc: 94.9272, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0527, loss: 1.0669 +2025-06-27 06:36:39,589 - mmdet - INFO - Epoch [28][400/7330] lr: 1.000e-05, eta: 18:46:33, time: 1.079, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1493, s0.acc: 94.6592, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2217, s1.loss_cls: 0.0687, s1.acc: 94.9830, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1102, s2.loss_cls: 0.0338, s2.acc: 94.9237, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0543 +2025-06-27 06:37:40,485 - mmdet - INFO - Epoch [28][450/7330] lr: 1.000e-05, eta: 18:45:44, time: 1.218, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1441, s0.acc: 94.7690, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2189, s1.loss_cls: 0.0667, s1.acc: 95.0332, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1111, s2.loss_cls: 0.0325, s2.acc: 95.0598, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0526, loss: 1.0362 +2025-06-27 06:38:33,189 - mmdet - INFO - Epoch [28][500/7330] lr: 1.000e-05, eta: 18:44:53, time: 1.054, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1520, s0.acc: 94.6614, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2186, s1.loss_cls: 0.0694, s1.acc: 95.0409, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1089, s2.loss_cls: 0.0336, s2.acc: 95.0254, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0544 +2025-06-27 06:39:26,006 - mmdet - INFO - Epoch [28][550/7330] lr: 1.000e-05, eta: 18:44:02, time: 1.056, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1548, s0.acc: 94.3735, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2237, s1.loss_cls: 0.0714, s1.acc: 94.6884, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1122, s2.loss_cls: 0.0347, s2.acc: 94.6882, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0527, loss: 1.0875 +2025-06-27 06:40:15,600 - mmdet - INFO - Epoch [28][600/7330] lr: 1.000e-05, eta: 18:43:10, time: 0.992, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1519, s0.acc: 94.5745, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2236, s1.loss_cls: 0.0697, s1.acc: 94.9222, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1117, s2.loss_cls: 0.0344, s2.acc: 94.8816, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0526, loss: 1.0670 +2025-06-27 06:41:05,512 - mmdet - INFO - Epoch [28][650/7330] lr: 1.000e-05, eta: 18:42:17, time: 0.998, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1490, s0.acc: 94.7698, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2207, s1.loss_cls: 0.0683, s1.acc: 95.0581, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1099, s2.loss_cls: 0.0333, s2.acc: 95.0558, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0517, loss: 1.0461 +2025-06-27 06:41:55,600 - mmdet - INFO - Epoch [28][700/7330] lr: 1.000e-05, eta: 18:41:25, time: 1.002, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1439, s0.acc: 94.7869, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2201, s1.loss_cls: 0.0653, s1.acc: 95.1942, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1107, s2.loss_cls: 0.0321, s2.acc: 95.1502, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0523, loss: 1.0462 +2025-06-27 06:42:45,827 - mmdet - INFO - Epoch [28][750/7330] lr: 1.000e-05, eta: 18:40:33, time: 1.005, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1498, s0.acc: 94.5833, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2194, s1.loss_cls: 0.0693, s1.acc: 94.8614, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1110, s2.loss_cls: 0.0340, s2.acc: 94.7281, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0523, loss: 1.0623 +2025-06-27 06:43:35,397 - mmdet - INFO - Epoch [28][800/7330] lr: 1.000e-05, eta: 18:39:41, time: 0.991, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1392, s0.acc: 95.0208, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2092, s1.loss_cls: 0.0645, s1.acc: 95.2860, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1065, s2.loss_cls: 0.0314, s2.acc: 95.1653, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 1.0016 +2025-06-27 06:44:34,834 - mmdet - INFO - Epoch [28][850/7330] lr: 1.000e-05, eta: 18:38:52, time: 1.189, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1530, s0.acc: 94.4595, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2226, s1.loss_cls: 0.0705, s1.acc: 94.7210, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1108, s2.loss_cls: 0.0347, s2.acc: 94.7799, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0524, loss: 1.0759 +2025-06-27 06:45:31,831 - mmdet - INFO - Epoch [28][900/7330] lr: 1.000e-05, eta: 18:38:03, time: 1.140, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1425, s0.acc: 94.9160, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2201, s1.loss_cls: 0.0662, s1.acc: 95.1555, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1105, s2.loss_cls: 0.0328, s2.acc: 95.1320, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0383 +2025-06-27 06:46:23,059 - mmdet - INFO - Epoch [28][950/7330] lr: 1.000e-05, eta: 18:37:11, time: 1.025, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1399, s0.acc: 95.0278, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2146, s1.loss_cls: 0.0637, s1.acc: 95.3715, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1084, s2.loss_cls: 0.0316, s2.acc: 95.3116, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0508, loss: 1.0091 +2025-06-27 06:47:12,271 - mmdet - INFO - Epoch [28][1000/7330] lr: 1.000e-05, eta: 18:36:19, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1464, s0.acc: 94.7271, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2252, s1.loss_cls: 0.0668, s1.acc: 95.0768, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1114, s2.loss_cls: 0.0329, s2.acc: 95.0937, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0523, loss: 1.0550 +2025-06-27 06:48:02,233 - mmdet - INFO - Epoch [28][1050/7330] lr: 1.000e-05, eta: 18:35:27, time: 0.999, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1483, s0.acc: 94.6523, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2195, s1.loss_cls: 0.0673, s1.acc: 95.0451, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1099, s2.loss_cls: 0.0329, s2.acc: 95.1174, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0521, loss: 1.0557 +2025-06-27 06:48:51,145 - mmdet - INFO - Epoch [28][1100/7330] lr: 1.000e-05, eta: 18:34:34, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1447, s0.acc: 94.7520, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2189, s1.loss_cls: 0.0664, s1.acc: 95.1053, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1093, s2.loss_cls: 0.0326, s2.acc: 95.1150, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0514, loss: 1.0374 +2025-06-27 06:49:40,392 - mmdet - INFO - Epoch [28][1150/7330] lr: 1.000e-05, eta: 18:33:42, time: 0.985, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1427, s0.acc: 94.9187, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2168, s1.loss_cls: 0.0639, s1.acc: 95.2982, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1086, s2.loss_cls: 0.0314, s2.acc: 95.2547, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0511, loss: 1.0316 +2025-06-27 06:50:30,167 - mmdet - INFO - Epoch [28][1200/7330] lr: 1.000e-05, eta: 18:32:50, time: 0.995, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1524, s0.acc: 94.4238, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2225, s1.loss_cls: 0.0688, s1.acc: 94.8917, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1113, s2.loss_cls: 0.0336, s2.acc: 94.8612, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0525, loss: 1.0878 +2025-06-27 06:51:24,363 - mmdet - INFO - Epoch [28][1250/7330] lr: 1.000e-05, eta: 18:31:59, time: 1.084, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1470, s0.acc: 94.7751, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2171, s1.loss_cls: 0.0662, s1.acc: 95.1896, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1106, s2.loss_cls: 0.0330, s2.acc: 95.0902, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0522, loss: 1.0383 +2025-06-27 06:52:26,159 - mmdet - INFO - Epoch [28][1300/7330] lr: 1.000e-05, eta: 18:31:11, time: 1.236, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1419, s0.acc: 94.8950, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2129, s1.loss_cls: 0.0645, s1.acc: 95.2676, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1077, s2.loss_cls: 0.0312, s2.acc: 95.2773, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0512, loss: 1.0134 +2025-06-27 06:53:14,863 - mmdet - INFO - Epoch [28][1350/7330] lr: 1.000e-05, eta: 18:30:18, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1396, s0.acc: 94.8958, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2137, s1.loss_cls: 0.0634, s1.acc: 95.2826, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1081, s2.loss_cls: 0.0314, s2.acc: 95.2474, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0511, loss: 1.0172 +2025-06-27 06:54:06,289 - mmdet - INFO - Epoch [28][1400/7330] lr: 1.000e-05, eta: 18:29:27, time: 1.028, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1508, s0.acc: 94.5400, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2192, s1.loss_cls: 0.0692, s1.acc: 94.8135, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1107, s2.loss_cls: 0.0337, s2.acc: 94.7884, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0527, loss: 1.0606 +2025-06-27 06:54:55,255 - mmdet - INFO - Epoch [28][1450/7330] lr: 1.000e-05, eta: 18:28:34, time: 0.979, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1470, s0.acc: 94.7134, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2256, s1.loss_cls: 0.0672, s1.acc: 95.0478, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1127, s2.loss_cls: 0.0332, s2.acc: 95.0037, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0532, loss: 1.0660 +2025-06-27 06:55:43,892 - mmdet - INFO - Epoch [28][1500/7330] lr: 1.000e-05, eta: 18:27:42, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1400, s0.acc: 94.9036, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2182, s1.loss_cls: 0.0639, s1.acc: 95.2483, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1093, s2.loss_cls: 0.0312, s2.acc: 95.3134, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0516, loss: 1.0236 +2025-06-27 06:56:32,711 - mmdet - INFO - Epoch [28][1550/7330] lr: 1.000e-05, eta: 18:26:49, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1388, s0.acc: 95.0588, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2187, s1.loss_cls: 0.0631, s1.acc: 95.3849, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1098, s2.loss_cls: 0.0308, s2.acc: 95.3387, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0520, loss: 1.0075 +2025-06-27 06:57:22,015 - mmdet - INFO - Epoch [28][1600/7330] lr: 1.000e-05, eta: 18:25:57, time: 0.986, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1476, s0.acc: 94.6624, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2239, s1.loss_cls: 0.0670, s1.acc: 95.0500, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1109, s2.loss_cls: 0.0328, s2.acc: 94.9946, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0525, loss: 1.0616 +2025-06-27 06:58:10,913 - mmdet - INFO - Epoch [28][1650/7330] lr: 1.000e-05, eta: 18:25:05, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1475, s0.acc: 94.7002, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2220, s1.loss_cls: 0.0667, s1.acc: 95.0176, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1112, s2.loss_cls: 0.0328, s2.acc: 94.9597, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0525, loss: 1.0536 +2025-06-27 06:59:14,319 - mmdet - INFO - Epoch [28][1700/7330] lr: 1.000e-05, eta: 18:24:17, time: 1.268, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1461, s0.acc: 94.7371, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2204, s1.loss_cls: 0.0663, s1.acc: 95.1275, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1095, s2.loss_cls: 0.0326, s2.acc: 95.0458, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0515, loss: 1.0414 +2025-06-27 07:00:05,408 - mmdet - INFO - Epoch [28][1750/7330] lr: 1.000e-05, eta: 18:23:25, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1450, s0.acc: 94.8025, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2186, s1.loss_cls: 0.0661, s1.acc: 95.1317, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1107, s2.loss_cls: 0.0322, s2.acc: 95.1239, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0527, loss: 1.0448 +2025-06-27 07:00:56,823 - mmdet - INFO - Epoch [28][1800/7330] lr: 1.000e-05, eta: 18:22:34, time: 1.028, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1422, s0.acc: 94.7991, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2185, s1.loss_cls: 0.0649, s1.acc: 95.1487, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1100, s2.loss_cls: 0.0315, s2.acc: 95.2699, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.0343 +2025-06-27 07:01:45,709 - mmdet - INFO - Epoch [28][1850/7330] lr: 1.000e-05, eta: 18:21:41, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1464, s0.acc: 94.7400, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2188, s1.loss_cls: 0.0661, s1.acc: 95.1504, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1090, s2.loss_cls: 0.0323, s2.acc: 95.1489, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0373 +2025-06-27 07:02:34,862 - mmdet - INFO - Epoch [28][1900/7330] lr: 1.000e-05, eta: 18:20:49, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1445, s0.acc: 94.8643, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2184, s1.loss_cls: 0.0653, s1.acc: 95.2365, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1102, s2.loss_cls: 0.0320, s2.acc: 95.2502, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0525, loss: 1.0439 +2025-06-27 07:03:23,632 - mmdet - INFO - Epoch [28][1950/7330] lr: 1.000e-05, eta: 18:19:57, time: 0.975, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1443, s0.acc: 94.7776, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2206, s1.loss_cls: 0.0655, s1.acc: 95.1658, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1105, s2.loss_cls: 0.0320, s2.acc: 95.0944, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0522, loss: 1.0322 +2025-06-27 07:04:12,843 - mmdet - INFO - Epoch [28][2000/7330] lr: 1.000e-05, eta: 18:19:04, time: 0.984, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1515, s0.acc: 94.5513, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2230, s1.loss_cls: 0.0689, s1.acc: 94.9410, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1116, s2.loss_cls: 0.0337, s2.acc: 94.9152, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0523, loss: 1.0577 +2025-06-27 07:05:02,061 - mmdet - INFO - Epoch [28][2050/7330] lr: 1.000e-05, eta: 18:18:12, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1464, s0.acc: 94.6804, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2192, s1.loss_cls: 0.0668, s1.acc: 95.1079, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1105, s2.loss_cls: 0.0330, s2.acc: 95.0458, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0447 +2025-06-27 07:06:00,664 - mmdet - INFO - Epoch [28][2100/7330] lr: 1.000e-05, eta: 18:17:23, time: 1.172, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1458, s0.acc: 94.7266, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2186, s1.loss_cls: 0.0677, s1.acc: 95.0561, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1100, s2.loss_cls: 0.0334, s2.acc: 94.9000, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0454 +2025-06-27 07:06:56,962 - mmdet - INFO - Epoch [28][2150/7330] lr: 1.000e-05, eta: 18:16:33, time: 1.126, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1488, s0.acc: 94.6772, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2213, s1.loss_cls: 0.0678, s1.acc: 95.0159, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1109, s2.loss_cls: 0.0328, s2.acc: 95.0366, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0522, loss: 1.0516 +2025-06-27 07:07:48,355 - mmdet - INFO - Epoch [28][2200/7330] lr: 1.000e-05, eta: 18:15:41, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1511, s0.acc: 94.5261, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2197, s1.loss_cls: 0.0682, s1.acc: 94.9700, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1099, s2.loss_cls: 0.0335, s2.acc: 94.9513, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0689 +2025-06-27 07:08:36,986 - mmdet - INFO - Epoch [28][2250/7330] lr: 1.000e-05, eta: 18:14:49, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1495, s0.acc: 94.6118, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2210, s1.loss_cls: 0.0674, s1.acc: 95.0741, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1100, s2.loss_cls: 0.0332, s2.acc: 94.9978, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0502 +2025-06-27 07:09:25,618 - mmdet - INFO - Epoch [28][2300/7330] lr: 1.000e-05, eta: 18:13:56, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1452, s0.acc: 94.8452, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2175, s1.loss_cls: 0.0669, s1.acc: 95.0797, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1085, s2.loss_cls: 0.0323, s2.acc: 95.1527, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0514, loss: 1.0278 +2025-06-27 07:10:14,439 - mmdet - INFO - Epoch [28][2350/7330] lr: 1.000e-05, eta: 18:13:04, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1511, s0.acc: 94.5444, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2230, s1.loss_cls: 0.0688, s1.acc: 94.9299, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1127, s2.loss_cls: 0.0334, s2.acc: 94.9382, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0531, loss: 1.0759 +2025-06-27 07:11:03,364 - mmdet - INFO - Epoch [28][2400/7330] lr: 1.000e-05, eta: 18:12:11, time: 0.978, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1439, s0.acc: 94.8064, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2203, s1.loss_cls: 0.0657, s1.acc: 95.1731, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1108, s2.loss_cls: 0.0322, s2.acc: 95.1799, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0528, loss: 1.0431 +2025-06-27 07:11:52,317 - mmdet - INFO - Epoch [28][2450/7330] lr: 1.000e-05, eta: 18:11:19, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1406, s0.acc: 94.9727, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2191, s1.loss_cls: 0.0640, s1.acc: 95.3736, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1099, s2.loss_cls: 0.0313, s2.acc: 95.3959, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0517, loss: 1.0222 +2025-06-27 07:12:48,238 - mmdet - INFO - Epoch [28][2500/7330] lr: 1.000e-05, eta: 18:10:29, time: 1.118, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1442, s0.acc: 94.7578, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2180, s1.loss_cls: 0.0672, s1.acc: 94.9807, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1092, s2.loss_cls: 0.0328, s2.acc: 95.0056, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0314 +2025-06-27 07:13:47,505 - mmdet - INFO - Epoch [28][2550/7330] lr: 1.000e-05, eta: 18:09:40, time: 1.186, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1425, s0.acc: 94.8433, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2179, s1.loss_cls: 0.0652, s1.acc: 95.0862, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1094, s2.loss_cls: 0.0320, s2.acc: 95.1327, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0317 +2025-06-27 07:14:38,936 - mmdet - INFO - Epoch [28][2600/7330] lr: 1.000e-05, eta: 18:08:48, time: 1.029, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1481, s0.acc: 94.6736, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2224, s1.loss_cls: 0.0681, s1.acc: 94.9667, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1111, s2.loss_cls: 0.0330, s2.acc: 94.9030, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0521, loss: 1.0647 +2025-06-27 07:15:27,942 - mmdet - INFO - Epoch [28][2650/7330] lr: 1.000e-05, eta: 18:07:56, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1483, s0.acc: 94.7107, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2160, s1.loss_cls: 0.0680, s1.acc: 94.9953, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1076, s2.loss_cls: 0.0330, s2.acc: 95.0067, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0461 +2025-06-27 07:16:16,646 - mmdet - INFO - Epoch [28][2700/7330] lr: 1.000e-05, eta: 18:07:03, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1463, s0.acc: 94.7732, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2172, s1.loss_cls: 0.0655, s1.acc: 95.2090, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1094, s2.loss_cls: 0.0321, s2.acc: 95.2121, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0369 +2025-06-27 07:17:04,724 - mmdet - INFO - Epoch [28][2750/7330] lr: 1.000e-05, eta: 18:06:11, time: 0.962, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1442, s0.acc: 94.7312, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2215, s1.loss_cls: 0.0651, s1.acc: 95.0956, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1103, s2.loss_cls: 0.0316, s2.acc: 95.2391, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0516, loss: 1.0370 +2025-06-27 07:17:53,442 - mmdet - INFO - Epoch [28][2800/7330] lr: 1.000e-05, eta: 18:05:18, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1441, s0.acc: 94.7441, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2197, s1.loss_cls: 0.0649, s1.acc: 95.1715, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1107, s2.loss_cls: 0.0317, s2.acc: 95.1290, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0522, loss: 1.0444 +2025-06-27 07:18:41,916 - mmdet - INFO - Epoch [28][2850/7330] lr: 1.000e-05, eta: 18:04:26, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1436, s0.acc: 94.7976, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2207, s1.loss_cls: 0.0649, s1.acc: 95.1892, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1110, s2.loss_cls: 0.0318, s2.acc: 95.1612, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0405 +2025-06-27 07:19:32,880 - mmdet - INFO - Epoch [28][2900/7330] lr: 1.000e-05, eta: 18:03:34, time: 1.019, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1504, s0.acc: 94.5554, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2279, s1.loss_cls: 0.0679, s1.acc: 94.9107, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1140, s2.loss_cls: 0.0332, s2.acc: 94.9347, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0540, loss: 1.0808 +2025-06-27 07:20:34,433 - mmdet - INFO - Epoch [28][2950/7330] lr: 1.000e-05, eta: 18:02:46, time: 1.231, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1472, s0.acc: 94.7192, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2287, s1.loss_cls: 0.0669, s1.acc: 95.0727, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1141, s2.loss_cls: 0.0331, s2.acc: 94.9684, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0539, loss: 1.0680 +2025-06-27 07:21:25,194 - mmdet - INFO - Epoch [28][3000/7330] lr: 1.000e-05, eta: 18:01:54, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1443, s0.acc: 94.8113, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2238, s1.loss_cls: 0.0658, s1.acc: 95.2042, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1115, s2.loss_cls: 0.0325, s2.acc: 95.1837, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0527, loss: 1.0516 +2025-06-27 07:22:16,971 - mmdet - INFO - Epoch [28][3050/7330] lr: 1.000e-05, eta: 18:01:02, time: 1.036, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1516, s0.acc: 94.4651, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2194, s1.loss_cls: 0.0679, s1.acc: 94.8691, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1095, s2.loss_cls: 0.0332, s2.acc: 94.9466, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0687 +2025-06-27 07:23:05,708 - mmdet - INFO - Epoch [28][3100/7330] lr: 1.000e-05, eta: 18:00:10, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1475, s0.acc: 94.7380, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2196, s1.loss_cls: 0.0677, s1.acc: 95.0729, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1100, s2.loss_cls: 0.0330, s2.acc: 94.9841, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0506 +2025-06-27 07:23:54,518 - mmdet - INFO - Epoch [28][3150/7330] lr: 1.000e-05, eta: 17:59:18, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1503, s0.acc: 94.4971, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2159, s1.loss_cls: 0.0687, s1.acc: 94.9741, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1088, s2.loss_cls: 0.0331, s2.acc: 95.0257, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0505 +2025-06-27 07:24:43,938 - mmdet - INFO - Epoch [28][3200/7330] lr: 1.000e-05, eta: 17:58:25, time: 0.988, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1502, s0.acc: 94.6428, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2141, s1.loss_cls: 0.0682, s1.acc: 94.9750, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1072, s2.loss_cls: 0.0329, s2.acc: 95.0468, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0507, loss: 1.0460 +2025-06-27 07:25:32,665 - mmdet - INFO - Epoch [28][3250/7330] lr: 1.000e-05, eta: 17:57:33, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1426, s0.acc: 94.9353, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2193, s1.loss_cls: 0.0648, s1.acc: 95.2824, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1107, s2.loss_cls: 0.0318, s2.acc: 95.1505, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0525, loss: 1.0265 +2025-06-27 07:26:21,169 - mmdet - INFO - Epoch [28][3300/7330] lr: 1.000e-05, eta: 17:56:41, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1322, s0.acc: 95.2271, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2105, s1.loss_cls: 0.0598, s1.acc: 95.5404, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1060, s2.loss_cls: 0.0295, s2.acc: 95.4768, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9794 +2025-06-27 07:27:19,597 - mmdet - INFO - Epoch [28][3350/7330] lr: 1.000e-05, eta: 17:55:51, time: 1.169, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1412, s0.acc: 94.8462, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2190, s1.loss_cls: 0.0637, s1.acc: 95.2386, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1111, s2.loss_cls: 0.0312, s2.acc: 95.2645, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0377 +2025-06-27 07:28:13,576 - mmdet - INFO - Epoch [28][3400/7330] lr: 1.000e-05, eta: 17:55:00, time: 1.080, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1538, s0.acc: 94.4253, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2307, s1.loss_cls: 0.0700, s1.acc: 94.7743, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1145, s2.loss_cls: 0.0342, s2.acc: 94.7451, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0540, loss: 1.1010 +2025-06-27 07:29:05,206 - mmdet - INFO - Epoch [28][3450/7330] lr: 1.000e-05, eta: 17:54:09, time: 1.033, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1531, s0.acc: 94.4814, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2228, s1.loss_cls: 0.0696, s1.acc: 94.8701, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1112, s2.loss_cls: 0.0338, s2.acc: 94.9121, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0752 +2025-06-27 07:29:53,886 - mmdet - INFO - Epoch [28][3500/7330] lr: 1.000e-05, eta: 17:53:16, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1435, s0.acc: 94.7751, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2224, s1.loss_cls: 0.0661, s1.acc: 95.1508, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1116, s2.loss_cls: 0.0324, s2.acc: 95.1489, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0527, loss: 1.0417 +2025-06-27 07:30:42,658 - mmdet - INFO - Epoch [28][3550/7330] lr: 1.000e-05, eta: 17:52:24, time: 0.975, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1426, s0.acc: 94.8301, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2175, s1.loss_cls: 0.0650, s1.acc: 95.1505, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1102, s2.loss_cls: 0.0319, s2.acc: 95.1956, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0520, loss: 1.0282 +2025-06-27 07:31:31,256 - mmdet - INFO - Epoch [28][3600/7330] lr: 1.000e-05, eta: 17:51:32, time: 0.972, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1390, s0.acc: 94.9326, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2164, s1.loss_cls: 0.0634, s1.acc: 95.2727, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1094, s2.loss_cls: 0.0309, s2.acc: 95.2983, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0520, loss: 1.0137 +2025-06-27 07:32:20,171 - mmdet - INFO - Epoch [28][3650/7330] lr: 1.000e-05, eta: 17:50:39, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1396, s0.acc: 94.9160, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2179, s1.loss_cls: 0.0630, s1.acc: 95.3586, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1104, s2.loss_cls: 0.0310, s2.acc: 95.3836, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0218 +2025-06-27 07:33:08,707 - mmdet - INFO - Epoch [28][3700/7330] lr: 1.000e-05, eta: 17:49:47, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1484, s0.acc: 94.6409, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2220, s1.loss_cls: 0.0670, s1.acc: 95.0042, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1097, s2.loss_cls: 0.0329, s2.acc: 94.9948, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0514, loss: 1.0429 +2025-06-27 07:34:01,359 - mmdet - INFO - Epoch [28][3750/7330] lr: 1.000e-05, eta: 17:48:56, time: 1.053, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1356, s0.acc: 95.1565, s0.loss_bbox: 0.2035, s0.loss_mask: 0.2136, s1.loss_cls: 0.0616, s1.acc: 95.5667, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1075, s2.loss_cls: 0.0303, s2.acc: 95.5047, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0509, loss: 0.9829 +2025-06-27 07:35:02,973 - mmdet - INFO - Epoch [28][3800/7330] lr: 1.000e-05, eta: 17:48:07, time: 1.232, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1465, s0.acc: 94.6377, s0.loss_bbox: 0.2274, s0.loss_mask: 0.2159, s1.loss_cls: 0.0669, s1.acc: 95.1004, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1092, s2.loss_cls: 0.0326, s2.acc: 95.0563, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0519 +2025-06-27 07:35:54,091 - mmdet - INFO - Epoch [28][3850/7330] lr: 1.000e-05, eta: 17:47:15, time: 0.973, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1424, s0.acc: 94.8821, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2195, s1.loss_cls: 0.0643, s1.acc: 95.3191, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1104, s2.loss_cls: 0.0311, s2.acc: 95.2887, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0523, loss: 1.0262 +2025-06-27 07:36:42,305 - mmdet - INFO - Epoch [28][3900/7330] lr: 1.000e-05, eta: 17:46:23, time: 1.013, data_time: 0.072, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1388, s0.acc: 95.0049, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2182, s1.loss_cls: 0.0631, s1.acc: 95.3353, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1098, s2.loss_cls: 0.0309, s2.acc: 95.2912, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0519, loss: 1.0156 +2025-06-27 07:37:31,259 - mmdet - INFO - Epoch [28][3950/7330] lr: 1.000e-05, eta: 17:45:31, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1448, s0.acc: 94.8237, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2183, s1.loss_cls: 0.0657, s1.acc: 95.1350, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1103, s2.loss_cls: 0.0324, s2.acc: 95.0931, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0521, loss: 1.0377 +2025-06-27 07:38:20,512 - mmdet - INFO - Epoch [28][4000/7330] lr: 1.000e-05, eta: 17:44:38, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1455, s0.acc: 94.7937, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2197, s1.loss_cls: 0.0662, s1.acc: 95.0871, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1097, s2.loss_cls: 0.0324, s2.acc: 95.0667, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0445 +2025-06-27 07:39:10,092 - mmdet - INFO - Epoch [28][4050/7330] lr: 1.000e-05, eta: 17:43:46, time: 0.992, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1464, s0.acc: 94.7258, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2202, s1.loss_cls: 0.0656, s1.acc: 95.1874, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1101, s2.loss_cls: 0.0322, s2.acc: 95.2474, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.0477 +2025-06-27 07:39:58,698 - mmdet - INFO - Epoch [28][4100/7330] lr: 1.000e-05, eta: 17:42:54, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1342, s0.acc: 95.0652, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2137, s1.loss_cls: 0.0609, s1.acc: 95.5051, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1081, s2.loss_cls: 0.0302, s2.acc: 95.3541, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0008 +2025-06-27 07:40:47,103 - mmdet - INFO - Epoch [28][4150/7330] lr: 1.000e-05, eta: 17:42:01, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1382, s0.acc: 94.9707, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2182, s1.loss_cls: 0.0633, s1.acc: 95.3047, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1078, s2.loss_cls: 0.0310, s2.acc: 95.3435, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0510, loss: 1.0032 +2025-06-27 07:41:50,998 - mmdet - INFO - Epoch [28][4200/7330] lr: 1.000e-05, eta: 17:41:13, time: 1.278, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1412, s0.acc: 94.9221, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2178, s1.loss_cls: 0.0631, s1.acc: 95.3481, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1090, s2.loss_cls: 0.0312, s2.acc: 95.2884, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0285 +2025-06-27 07:42:42,819 - mmdet - INFO - Epoch [28][4250/7330] lr: 1.000e-05, eta: 17:40:22, time: 1.036, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1461, s0.acc: 94.7554, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2170, s1.loss_cls: 0.0655, s1.acc: 95.1133, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1082, s2.loss_cls: 0.0322, s2.acc: 95.1160, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0511, loss: 1.0350 +2025-06-27 07:43:33,869 - mmdet - INFO - Epoch [28][4300/7330] lr: 1.000e-05, eta: 17:39:30, time: 1.021, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1316, s0.acc: 95.2871, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2114, s1.loss_cls: 0.0596, s1.acc: 95.6255, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1069, s2.loss_cls: 0.0293, s2.acc: 95.6716, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0510, loss: 0.9804 +2025-06-27 07:44:22,445 - mmdet - INFO - Epoch [28][4350/7330] lr: 1.000e-05, eta: 17:38:38, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1400, s0.acc: 95.1111, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2148, s1.loss_cls: 0.0642, s1.acc: 95.4122, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1082, s2.loss_cls: 0.0312, s2.acc: 95.4013, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0514, loss: 1.0106 +2025-06-27 07:45:11,129 - mmdet - INFO - Epoch [28][4400/7330] lr: 1.000e-05, eta: 17:37:45, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1491, s0.acc: 94.6477, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2217, s1.loss_cls: 0.0680, s1.acc: 95.0365, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1116, s2.loss_cls: 0.0332, s2.acc: 94.9541, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.0624 +2025-06-27 07:45:59,563 - mmdet - INFO - Epoch [28][4450/7330] lr: 1.000e-05, eta: 17:36:53, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1407, s0.acc: 94.8779, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2198, s1.loss_cls: 0.0639, s1.acc: 95.2172, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1101, s2.loss_cls: 0.0312, s2.acc: 95.2240, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0519, loss: 1.0281 +2025-06-27 07:46:48,316 - mmdet - INFO - Epoch [28][4500/7330] lr: 1.000e-05, eta: 17:36:01, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1405, s0.acc: 94.9680, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2155, s1.loss_cls: 0.0640, s1.acc: 95.3817, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1080, s2.loss_cls: 0.0313, s2.acc: 95.3485, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0513, loss: 1.0131 +2025-06-27 07:47:37,394 - mmdet - INFO - Epoch [28][4550/7330] lr: 1.000e-05, eta: 17:35:08, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1494, s0.acc: 94.6709, s0.loss_bbox: 0.2272, s0.loss_mask: 0.2188, s1.loss_cls: 0.0663, s1.acc: 95.1310, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1103, s2.loss_cls: 0.0332, s2.acc: 95.0344, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0519, loss: 1.0581 +2025-06-27 07:48:35,497 - mmdet - INFO - Epoch [28][4600/7330] lr: 1.000e-05, eta: 17:34:19, time: 1.162, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1412, s0.acc: 94.8999, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2160, s1.loss_cls: 0.0631, s1.acc: 95.3729, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1084, s2.loss_cls: 0.0308, s2.acc: 95.2869, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0163 +2025-06-27 07:49:32,315 - mmdet - INFO - Epoch [28][4650/7330] lr: 1.000e-05, eta: 17:33:29, time: 1.137, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1467, s0.acc: 94.6960, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2199, s1.loss_cls: 0.0666, s1.acc: 95.0241, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1104, s2.loss_cls: 0.0325, s2.acc: 95.0422, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0521, loss: 1.0549 +2025-06-27 07:50:23,555 - mmdet - INFO - Epoch [28][4700/7330] lr: 1.000e-05, eta: 17:32:37, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1404, s0.acc: 94.9712, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2158, s1.loss_cls: 0.0635, s1.acc: 95.3698, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1091, s2.loss_cls: 0.0308, s2.acc: 95.4139, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0218 +2025-06-27 07:51:12,586 - mmdet - INFO - Epoch [28][4750/7330] lr: 1.000e-05, eta: 17:31:45, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1415, s0.acc: 94.9182, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2196, s1.loss_cls: 0.0635, s1.acc: 95.3066, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1103, s2.loss_cls: 0.0310, s2.acc: 95.2657, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0523, loss: 1.0351 +2025-06-27 07:52:01,852 - mmdet - INFO - Epoch [28][4800/7330] lr: 1.000e-05, eta: 17:30:53, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1460, s0.acc: 94.7224, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2199, s1.loss_cls: 0.0670, s1.acc: 95.0049, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1102, s2.loss_cls: 0.0324, s2.acc: 95.0814, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0527 +2025-06-27 07:52:50,942 - mmdet - INFO - Epoch [28][4850/7330] lr: 1.000e-05, eta: 17:30:00, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1446, s0.acc: 94.8164, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2215, s1.loss_cls: 0.0648, s1.acc: 95.1978, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1130, s2.loss_cls: 0.0314, s2.acc: 95.2415, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0535, loss: 1.0387 +2025-06-27 07:53:39,989 - mmdet - INFO - Epoch [28][4900/7330] lr: 1.000e-05, eta: 17:29:08, time: 0.981, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1437, s0.acc: 94.7075, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2182, s1.loss_cls: 0.0656, s1.acc: 95.0490, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1091, s2.loss_cls: 0.0322, s2.acc: 95.0083, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0444 +2025-06-27 07:54:28,615 - mmdet - INFO - Epoch [28][4950/7330] lr: 1.000e-05, eta: 17:28:16, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1411, s0.acc: 94.9529, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2164, s1.loss_cls: 0.0645, s1.acc: 95.1769, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1092, s2.loss_cls: 0.0316, s2.acc: 95.1598, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0515, loss: 1.0125 +2025-06-27 07:55:22,327 - mmdet - INFO - Epoch [28][5000/7330] lr: 1.000e-05, eta: 17:27:25, time: 1.074, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1473, s0.acc: 94.7402, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2206, s1.loss_cls: 0.0658, s1.acc: 95.1782, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1112, s2.loss_cls: 0.0321, s2.acc: 95.2685, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0527, loss: 1.0568 +2025-06-27 07:56:23,185 - mmdet - INFO - Epoch [28][5050/7330] lr: 1.000e-05, eta: 17:26:36, time: 1.217, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1391, s0.acc: 94.9446, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2119, s1.loss_cls: 0.0634, s1.acc: 95.3654, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1067, s2.loss_cls: 0.0310, s2.acc: 95.4482, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0505, loss: 0.9976 +2025-06-27 07:57:14,228 - mmdet - INFO - Epoch [28][5100/7330] lr: 1.000e-05, eta: 17:25:44, time: 1.021, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1423, s0.acc: 94.8994, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2173, s1.loss_cls: 0.0643, s1.acc: 95.2438, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1091, s2.loss_cls: 0.0313, s2.acc: 95.2875, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0517, loss: 1.0282 +2025-06-27 07:58:03,060 - mmdet - INFO - Epoch [28][5150/7330] lr: 1.000e-05, eta: 17:24:52, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1395, s0.acc: 94.9961, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2162, s1.loss_cls: 0.0632, s1.acc: 95.3145, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1088, s2.loss_cls: 0.0312, s2.acc: 95.2058, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0516, loss: 1.0261 +2025-06-27 07:58:51,530 - mmdet - INFO - Epoch [28][5200/7330] lr: 1.000e-05, eta: 17:24:00, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1399, s0.acc: 94.8904, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2085, s1.loss_cls: 0.0637, s1.acc: 95.2078, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1053, s2.loss_cls: 0.0309, s2.acc: 95.3117, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0500, loss: 0.9980 +2025-06-27 07:59:39,700 - mmdet - INFO - Epoch [28][5250/7330] lr: 1.000e-05, eta: 17:23:07, time: 0.963, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1350, s0.acc: 95.1326, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2125, s1.loss_cls: 0.0614, s1.acc: 95.4936, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1074, s2.loss_cls: 0.0298, s2.acc: 95.5072, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0508, loss: 0.9880 +2025-06-27 08:00:28,529 - mmdet - INFO - Epoch [28][5300/7330] lr: 1.000e-05, eta: 17:22:15, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1445, s0.acc: 94.7415, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2201, s1.loss_cls: 0.0656, s1.acc: 95.1118, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1106, s2.loss_cls: 0.0321, s2.acc: 95.1081, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0523, loss: 1.0456 +2025-06-27 08:01:17,285 - mmdet - INFO - Epoch [28][5350/7330] lr: 1.000e-05, eta: 17:21:22, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1404, s0.acc: 94.8208, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2185, s1.loss_cls: 0.0646, s1.acc: 95.2206, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1104, s2.loss_cls: 0.0316, s2.acc: 95.2493, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0520, loss: 1.0288 +2025-06-27 08:02:07,848 - mmdet - INFO - Epoch [28][5400/7330] lr: 1.000e-05, eta: 17:20:30, time: 1.011, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1428, s0.acc: 94.8491, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2164, s1.loss_cls: 0.0639, s1.acc: 95.2879, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1083, s2.loss_cls: 0.0311, s2.acc: 95.3573, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0511, loss: 1.0277 +2025-06-27 08:03:10,916 - mmdet - INFO - Epoch [28][5450/7330] lr: 1.000e-05, eta: 17:19:42, time: 1.261, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1309, s0.acc: 95.3115, s0.loss_bbox: 0.1999, s0.loss_mask: 0.2089, s1.loss_cls: 0.0591, s1.acc: 95.6782, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1060, s2.loss_cls: 0.0291, s2.acc: 95.6431, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0503, loss: 0.9641 +2025-06-27 08:04:02,210 - mmdet - INFO - Epoch [28][5500/7330] lr: 1.000e-05, eta: 17:18:51, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1462, s0.acc: 94.7400, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2182, s1.loss_cls: 0.0660, s1.acc: 95.1447, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1089, s2.loss_cls: 0.0319, s2.acc: 95.1616, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0410 +2025-06-27 08:04:55,336 - mmdet - INFO - Epoch [28][5550/7330] lr: 1.000e-05, eta: 17:18:00, time: 1.063, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1536, s0.acc: 94.4324, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2257, s1.loss_cls: 0.0687, s1.acc: 94.8629, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1125, s2.loss_cls: 0.0337, s2.acc: 94.8944, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0532, loss: 1.0824 +2025-06-27 08:05:43,958 - mmdet - INFO - Epoch [28][5600/7330] lr: 1.000e-05, eta: 17:17:07, time: 0.972, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1455, s0.acc: 94.7473, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2136, s1.loss_cls: 0.0677, s1.acc: 94.9914, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1068, s2.loss_cls: 0.0325, s2.acc: 95.0494, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0500, loss: 1.0252 +2025-06-27 08:06:33,331 - mmdet - INFO - Epoch [28][5650/7330] lr: 1.000e-05, eta: 17:16:15, time: 0.988, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1470, s0.acc: 94.7598, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2168, s1.loss_cls: 0.0664, s1.acc: 95.1711, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1087, s2.loss_cls: 0.0328, s2.acc: 95.0472, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 1.0399 +2025-06-27 08:07:22,058 - mmdet - INFO - Epoch [28][5700/7330] lr: 1.000e-05, eta: 17:15:23, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1376, s0.acc: 95.1018, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2162, s1.loss_cls: 0.0621, s1.acc: 95.5087, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1093, s2.loss_cls: 0.0303, s2.acc: 95.4679, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0518, loss: 1.0088 +2025-06-27 08:08:10,937 - mmdet - INFO - Epoch [28][5750/7330] lr: 1.000e-05, eta: 17:14:30, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1382, s0.acc: 94.9485, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2061, s1.loss_cls: 0.0630, s1.acc: 95.3614, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1047, s2.loss_cls: 0.0306, s2.acc: 95.3804, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0496, loss: 1.0008 +2025-06-27 08:08:59,539 - mmdet - INFO - Epoch [28][5800/7330] lr: 1.000e-05, eta: 17:13:38, time: 0.973, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1445, s0.acc: 94.8413, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2179, s1.loss_cls: 0.0654, s1.acc: 95.1742, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1113, s2.loss_cls: 0.0319, s2.acc: 95.1702, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0376 +2025-06-27 08:09:55,905 - mmdet - INFO - Epoch [28][5850/7330] lr: 1.000e-05, eta: 17:12:48, time: 1.127, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1373, s0.acc: 94.9961, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2175, s1.loss_cls: 0.0632, s1.acc: 95.3005, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1089, s2.loss_cls: 0.0310, s2.acc: 95.2499, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 1.0174 +2025-06-27 08:10:52,439 - mmdet - INFO - Epoch [28][5900/7330] lr: 1.000e-05, eta: 17:11:58, time: 1.131, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1414, s0.acc: 94.7961, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2110, s1.loss_cls: 0.0642, s1.acc: 95.2393, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1072, s2.loss_cls: 0.0319, s2.acc: 95.1045, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0211 +2025-06-27 08:11:44,991 - mmdet - INFO - Epoch [28][5950/7330] lr: 1.000e-05, eta: 17:11:07, time: 1.051, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1509, s0.acc: 94.5884, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2153, s1.loss_cls: 0.0691, s1.acc: 94.9755, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1080, s2.loss_cls: 0.0338, s2.acc: 94.9329, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0555 +2025-06-27 08:12:33,991 - mmdet - INFO - Epoch [28][6000/7330] lr: 1.000e-05, eta: 17:10:14, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1417, s0.acc: 94.9226, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2149, s1.loss_cls: 0.0641, s1.acc: 95.3047, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1087, s2.loss_cls: 0.0313, s2.acc: 95.3171, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0518, loss: 1.0101 +2025-06-27 08:13:22,833 - mmdet - INFO - Epoch [28][6050/7330] lr: 1.000e-05, eta: 17:09:22, time: 0.977, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1474, s0.acc: 94.7432, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2183, s1.loss_cls: 0.0671, s1.acc: 95.1098, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1093, s2.loss_cls: 0.0327, s2.acc: 95.1270, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0514, loss: 1.0498 +2025-06-27 08:14:11,380 - mmdet - INFO - Epoch [28][6100/7330] lr: 1.000e-05, eta: 17:08:30, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1433, s0.acc: 94.8289, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2157, s1.loss_cls: 0.0650, s1.acc: 95.2253, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1093, s2.loss_cls: 0.0322, s2.acc: 95.1337, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0293 +2025-06-27 08:15:00,221 - mmdet - INFO - Epoch [28][6150/7330] lr: 1.000e-05, eta: 17:07:37, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1361, s0.acc: 95.0825, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2119, s1.loss_cls: 0.0618, s1.acc: 95.4847, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1074, s2.loss_cls: 0.0296, s2.acc: 95.4848, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0506, loss: 0.9902 +2025-06-27 08:15:48,868 - mmdet - INFO - Epoch [28][6200/7330] lr: 1.000e-05, eta: 17:06:45, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1431, s0.acc: 94.9004, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2152, s1.loss_cls: 0.0647, s1.acc: 95.1918, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1083, s2.loss_cls: 0.0314, s2.acc: 95.2529, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0207 +2025-06-27 08:16:46,891 - mmdet - INFO - Epoch [28][6250/7330] lr: 1.000e-05, eta: 17:05:54, time: 1.111, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1366, s0.acc: 95.1055, s0.loss_bbox: 0.2054, s0.loss_mask: 0.2147, s1.loss_cls: 0.0623, s1.acc: 95.4215, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1083, s2.loss_cls: 0.0308, s2.acc: 95.3858, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0515, loss: 0.9924 +2025-06-27 08:17:44,663 - mmdet - INFO - Epoch [28][6300/7330] lr: 1.000e-05, eta: 17:05:05, time: 1.205, data_time: 0.075, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1362, s0.acc: 94.9895, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2145, s1.loss_cls: 0.0622, s1.acc: 95.3004, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1083, s2.loss_cls: 0.0307, s2.acc: 95.2668, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0514, loss: 1.0029 +2025-06-27 08:18:35,645 - mmdet - INFO - Epoch [28][6350/7330] lr: 1.000e-05, eta: 17:04:14, time: 1.020, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1420, s0.acc: 94.9023, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2137, s1.loss_cls: 0.0638, s1.acc: 95.2855, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1065, s2.loss_cls: 0.0311, s2.acc: 95.3520, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 1.0217 +2025-06-27 08:19:24,632 - mmdet - INFO - Epoch [28][6400/7330] lr: 1.000e-05, eta: 17:03:22, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1492, s0.acc: 94.6367, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2212, s1.loss_cls: 0.0664, s1.acc: 95.0749, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1097, s2.loss_cls: 0.0322, s2.acc: 95.1414, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0562 +2025-06-27 08:20:13,522 - mmdet - INFO - Epoch [28][6450/7330] lr: 1.000e-05, eta: 17:02:29, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1392, s0.acc: 94.9739, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2150, s1.loss_cls: 0.0635, s1.acc: 95.2870, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1074, s2.loss_cls: 0.0311, s2.acc: 95.2429, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0510, loss: 1.0096 +2025-06-27 08:21:01,987 - mmdet - INFO - Epoch [28][6500/7330] lr: 1.000e-05, eta: 17:01:37, time: 0.969, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1386, s0.acc: 94.9631, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2167, s1.loss_cls: 0.0625, s1.acc: 95.3928, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1090, s2.loss_cls: 0.0307, s2.acc: 95.3975, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0143 +2025-06-27 08:21:51,045 - mmdet - INFO - Epoch [28][6550/7330] lr: 1.000e-05, eta: 17:00:45, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1454, s0.acc: 94.7021, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2173, s1.loss_cls: 0.0654, s1.acc: 95.1088, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1090, s2.loss_cls: 0.0323, s2.acc: 95.1496, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0517, loss: 1.0388 +2025-06-27 08:22:39,596 - mmdet - INFO - Epoch [28][6600/7330] lr: 1.000e-05, eta: 16:59:52, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1449, s0.acc: 94.7585, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2180, s1.loss_cls: 0.0646, s1.acc: 95.2624, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1093, s2.loss_cls: 0.0315, s2.acc: 95.3085, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0370 +2025-06-27 08:23:31,065 - mmdet - INFO - Epoch [28][6650/7330] lr: 1.000e-05, eta: 16:59:01, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1499, s0.acc: 94.5598, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2204, s1.loss_cls: 0.0688, s1.acc: 94.9826, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1109, s2.loss_cls: 0.0335, s2.acc: 94.9766, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0523, loss: 1.0677 +2025-06-27 08:24:32,964 - mmdet - INFO - Epoch [28][6700/7330] lr: 1.000e-05, eta: 16:58:12, time: 1.238, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1423, s0.acc: 94.8467, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2177, s1.loss_cls: 0.0648, s1.acc: 95.2213, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1100, s2.loss_cls: 0.0313, s2.acc: 95.2707, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 1.0306 +2025-06-27 08:25:23,522 - mmdet - INFO - Epoch [28][6750/7330] lr: 1.000e-05, eta: 16:57:20, time: 1.011, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1431, s0.acc: 94.7979, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2177, s1.loss_cls: 0.0652, s1.acc: 95.2210, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1075, s2.loss_cls: 0.0316, s2.acc: 95.2023, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0507, loss: 1.0219 +2025-06-27 08:26:14,903 - mmdet - INFO - Epoch [28][6800/7330] lr: 1.000e-05, eta: 16:56:29, time: 1.027, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1438, s0.acc: 94.7954, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2128, s1.loss_cls: 0.0653, s1.acc: 95.2248, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1069, s2.loss_cls: 0.0319, s2.acc: 95.2297, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0506, loss: 1.0213 +2025-06-27 08:27:04,665 - mmdet - INFO - Epoch [28][6850/7330] lr: 1.000e-05, eta: 16:55:37, time: 0.996, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1463, s0.acc: 94.6887, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2237, s1.loss_cls: 0.0668, s1.acc: 94.9946, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1121, s2.loss_cls: 0.0325, s2.acc: 95.0257, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0532, loss: 1.0600 +2025-06-27 08:27:52,796 - mmdet - INFO - Epoch [28][6900/7330] lr: 1.000e-05, eta: 16:54:44, time: 0.963, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1415, s0.acc: 94.8401, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2192, s1.loss_cls: 0.0635, s1.acc: 95.3199, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1096, s2.loss_cls: 0.0311, s2.acc: 95.3144, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0519, loss: 1.0173 +2025-06-27 08:28:41,965 - mmdet - INFO - Epoch [28][6950/7330] lr: 1.000e-05, eta: 16:53:52, time: 0.983, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1459, s0.acc: 94.7510, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2154, s1.loss_cls: 0.0658, s1.acc: 95.1353, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1081, s2.loss_cls: 0.0321, s2.acc: 95.1261, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0508, loss: 1.0254 +2025-06-27 08:29:30,388 - mmdet - INFO - Epoch [28][7000/7330] lr: 1.000e-05, eta: 16:52:59, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1403, s0.acc: 94.9094, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2179, s1.loss_cls: 0.0638, s1.acc: 95.2789, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1099, s2.loss_cls: 0.0311, s2.acc: 95.3266, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0521, loss: 1.0311 +2025-06-27 08:30:18,916 - mmdet - INFO - Epoch [28][7050/7330] lr: 1.000e-05, eta: 16:52:07, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1428, s0.acc: 94.8157, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2160, s1.loss_cls: 0.0640, s1.acc: 95.2783, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1094, s2.loss_cls: 0.0310, s2.acc: 95.3067, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0293 +2025-06-27 08:31:20,027 - mmdet - INFO - Epoch [28][7100/7330] lr: 1.000e-05, eta: 16:51:18, time: 1.222, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1370, s0.acc: 95.0569, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2151, s1.loss_cls: 0.0619, s1.acc: 95.4708, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1094, s2.loss_cls: 0.0304, s2.acc: 95.5177, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0523, loss: 1.0010 +2025-06-27 08:32:14,823 - mmdet - INFO - Epoch [28][7150/7330] lr: 1.000e-05, eta: 16:50:28, time: 1.096, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1421, s0.acc: 94.7793, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2201, s1.loss_cls: 0.0648, s1.acc: 95.1063, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1108, s2.loss_cls: 0.0316, s2.acc: 95.1176, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0520, loss: 1.0425 +2025-06-27 08:33:06,053 - mmdet - INFO - Epoch [28][7200/7330] lr: 1.000e-05, eta: 16:49:36, time: 1.024, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1400, s0.acc: 94.9834, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2167, s1.loss_cls: 0.0629, s1.acc: 95.4602, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1089, s2.loss_cls: 0.0313, s2.acc: 95.3422, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0517, loss: 1.0214 +2025-06-27 08:33:54,812 - mmdet - INFO - Epoch [28][7250/7330] lr: 1.000e-05, eta: 16:48:44, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1405, s0.acc: 94.9106, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2197, s1.loss_cls: 0.0631, s1.acc: 95.3598, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1101, s2.loss_cls: 0.0306, s2.acc: 95.4014, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0514, loss: 1.0218 +2025-06-27 08:34:43,581 - mmdet - INFO - Epoch [28][7300/7330] lr: 1.000e-05, eta: 16:47:51, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0306, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1466, s0.acc: 94.6614, s0.loss_bbox: 0.2254, s0.loss_mask: 0.2223, s1.loss_cls: 0.0667, s1.acc: 95.1502, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1110, s2.loss_cls: 0.0324, s2.acc: 95.0902, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0524, loss: 1.0563 +2025-06-27 08:35:20,945 - mmdet - INFO - Saving checkpoint at 28 epochs +2025-06-27 08:38:31,065 - mmdet - INFO - Evaluating bbox... +2025-06-27 08:39:01,656 - mmdet - INFO - Evaluating segm... +2025-06-27 08:39:31,084 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 08:39:31,084 - mmdet - INFO - Epoch(val) [28][7330] bbox_mAP: 0.4960, bbox_mAP_50: 0.6840, bbox_mAP_75: 0.5410, bbox_mAP_s: 0.3340, bbox_mAP_m: 0.5250, bbox_mAP_l: 0.6540, bbox_mAP_copypaste: 0.496 0.684 0.541 0.334 0.525 0.654, segm_mAP: 0.4290, segm_mAP_50: 0.6580, segm_mAP_75: 0.4640, segm_mAP_s: 0.2710, segm_mAP_m: 0.4590, segm_mAP_l: 0.5890, segm_mAP_copypaste: 0.429 0.658 0.464 0.271 0.459 0.589 +2025-06-27 08:41:42,133 - mmdet - INFO - Epoch [29][50/7330] lr: 1.000e-05, eta: 16:46:43, time: 2.620, data_time: 1.540, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1398, s0.acc: 94.9553, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2158, s1.loss_cls: 0.0637, s1.acc: 95.2254, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1092, s2.loss_cls: 0.0313, s2.acc: 95.1756, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0521, loss: 1.0176 +2025-06-27 08:42:41,971 - mmdet - INFO - Epoch [29][100/7330] lr: 1.000e-05, eta: 16:45:54, time: 1.197, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1375, s0.acc: 94.9368, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2166, s1.loss_cls: 0.0622, s1.acc: 95.3056, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1081, s2.loss_cls: 0.0307, s2.acc: 95.2056, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0511, loss: 1.0094 +2025-06-27 08:43:40,836 - mmdet - INFO - Epoch [29][150/7330] lr: 1.000e-05, eta: 16:45:04, time: 1.177, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1487, s0.acc: 94.6868, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2194, s1.loss_cls: 0.0663, s1.acc: 95.1538, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1090, s2.loss_cls: 0.0320, s2.acc: 95.1874, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0512, loss: 1.0428 +2025-06-27 08:44:34,345 - mmdet - INFO - Epoch [29][200/7330] lr: 1.000e-05, eta: 16:44:13, time: 1.070, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1372, s0.acc: 95.0461, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2149, s1.loss_cls: 0.0622, s1.acc: 95.3938, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1073, s2.loss_cls: 0.0302, s2.acc: 95.3544, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0510, loss: 0.9981 +2025-06-27 08:45:25,502 - mmdet - INFO - Epoch [29][250/7330] lr: 1.000e-05, eta: 16:43:21, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1417, s0.acc: 94.8247, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2217, s1.loss_cls: 0.0638, s1.acc: 95.3099, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1109, s2.loss_cls: 0.0315, s2.acc: 95.2538, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0404 +2025-06-27 08:46:16,503 - mmdet - INFO - Epoch [29][300/7330] lr: 1.000e-05, eta: 16:42:30, time: 1.020, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1398, s0.acc: 94.8225, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2106, s1.loss_cls: 0.0626, s1.acc: 95.2625, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1062, s2.loss_cls: 0.0306, s2.acc: 95.2561, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0504, loss: 1.0036 +2025-06-27 08:47:06,855 - mmdet - INFO - Epoch [29][350/7330] lr: 1.000e-05, eta: 16:41:38, time: 1.007, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1391, s0.acc: 94.9614, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2205, s1.loss_cls: 0.0634, s1.acc: 95.3256, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1103, s2.loss_cls: 0.0311, s2.acc: 95.2706, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0521, loss: 1.0221 +2025-06-27 08:47:57,030 - mmdet - INFO - Epoch [29][400/7330] lr: 1.000e-05, eta: 16:40:46, time: 1.003, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1411, s0.acc: 94.8818, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2109, s1.loss_cls: 0.0636, s1.acc: 95.2033, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1070, s2.loss_cls: 0.0308, s2.acc: 95.2883, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0508, loss: 1.0088 +2025-06-27 08:48:50,771 - mmdet - INFO - Epoch [29][450/7330] lr: 1.000e-05, eta: 16:39:55, time: 1.075, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1435, s0.acc: 94.7844, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2222, s1.loss_cls: 0.0648, s1.acc: 95.2502, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1114, s2.loss_cls: 0.0321, s2.acc: 95.1604, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0527, loss: 1.0555 +2025-06-27 08:49:46,581 - mmdet - INFO - Epoch [29][500/7330] lr: 1.000e-05, eta: 16:39:05, time: 1.116, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1478, s0.acc: 94.5769, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2181, s1.loss_cls: 0.0673, s1.acc: 94.8923, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1084, s2.loss_cls: 0.0329, s2.acc: 94.9546, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0514 +2025-06-27 08:50:43,884 - mmdet - INFO - Epoch [29][550/7330] lr: 1.000e-05, eta: 16:38:15, time: 1.146, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1442, s0.acc: 94.7424, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2238, s1.loss_cls: 0.0652, s1.acc: 95.1055, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1115, s2.loss_cls: 0.0325, s2.acc: 95.0666, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0525, loss: 1.0564 +2025-06-27 08:51:36,042 - mmdet - INFO - Epoch [29][600/7330] lr: 1.000e-05, eta: 16:37:23, time: 1.043, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1449, s0.acc: 94.7354, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2218, s1.loss_cls: 0.0662, s1.acc: 95.0892, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1107, s2.loss_cls: 0.0323, s2.acc: 95.0794, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0524, loss: 1.0421 +2025-06-27 08:52:28,455 - mmdet - INFO - Epoch [29][650/7330] lr: 1.000e-05, eta: 16:36:32, time: 1.048, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1410, s0.acc: 94.9243, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2156, s1.loss_cls: 0.0641, s1.acc: 95.2581, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1082, s2.loss_cls: 0.0313, s2.acc: 95.3235, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0229 +2025-06-27 08:53:17,975 - mmdet - INFO - Epoch [29][700/7330] lr: 1.000e-05, eta: 16:35:40, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1433, s0.acc: 94.7739, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2202, s1.loss_cls: 0.0646, s1.acc: 95.1659, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1108, s2.loss_cls: 0.0316, s2.acc: 95.1712, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0519, loss: 1.0359 +2025-06-27 08:54:07,626 - mmdet - INFO - Epoch [29][750/7330] lr: 1.000e-05, eta: 16:34:48, time: 0.994, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1413, s0.acc: 94.8906, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2160, s1.loss_cls: 0.0648, s1.acc: 95.2480, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1090, s2.loss_cls: 0.0315, s2.acc: 95.2184, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0516, loss: 1.0196 +2025-06-27 08:54:58,063 - mmdet - INFO - Epoch [29][800/7330] lr: 1.000e-05, eta: 16:33:56, time: 1.009, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1589, s0.acc: 94.2324, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2226, s1.loss_cls: 0.0726, s1.acc: 94.5774, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1106, s2.loss_cls: 0.0351, s2.acc: 94.6484, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0522, loss: 1.0989 +2025-06-27 08:55:50,561 - mmdet - INFO - Epoch [29][850/7330] lr: 1.000e-05, eta: 16:33:05, time: 1.050, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1423, s0.acc: 94.8662, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2175, s1.loss_cls: 0.0654, s1.acc: 95.2486, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1091, s2.loss_cls: 0.0323, s2.acc: 95.2501, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0519, loss: 1.0339 +2025-06-27 08:56:40,143 - mmdet - INFO - Epoch [29][900/7330] lr: 1.000e-05, eta: 16:32:12, time: 0.991, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1480, s0.acc: 94.6086, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2156, s1.loss_cls: 0.0668, s1.acc: 95.0350, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1091, s2.loss_cls: 0.0325, s2.acc: 95.0821, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0412 +2025-06-27 08:57:38,389 - mmdet - INFO - Epoch [29][950/7330] lr: 1.000e-05, eta: 16:31:23, time: 1.165, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0190, s0.loss_cls: 0.1281, s0.acc: 95.4121, s0.loss_bbox: 0.1976, s0.loss_mask: 0.2131, s1.loss_cls: 0.0573, s1.acc: 95.8139, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1076, s2.loss_cls: 0.0281, s2.acc: 95.8000, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0510, loss: 0.9586 +2025-06-27 08:58:32,206 - mmdet - INFO - Epoch [29][1000/7330] lr: 1.000e-05, eta: 16:30:32, time: 1.076, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1382, s0.acc: 95.0032, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2174, s1.loss_cls: 0.0619, s1.acc: 95.4424, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1096, s2.loss_cls: 0.0307, s2.acc: 95.3613, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0149 +2025-06-27 08:59:23,720 - mmdet - INFO - Epoch [29][1050/7330] lr: 1.000e-05, eta: 16:29:40, time: 1.030, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1440, s0.acc: 94.6948, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2199, s1.loss_cls: 0.0662, s1.acc: 95.0482, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1111, s2.loss_cls: 0.0323, s2.acc: 95.0651, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0527, loss: 1.0467 +2025-06-27 09:00:12,882 - mmdet - INFO - Epoch [29][1100/7330] lr: 1.000e-05, eta: 16:28:48, time: 0.983, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1384, s0.acc: 94.9543, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2125, s1.loss_cls: 0.0628, s1.acc: 95.3647, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1079, s2.loss_cls: 0.0310, s2.acc: 95.2537, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0064 +2025-06-27 09:01:01,966 - mmdet - INFO - Epoch [29][1150/7330] lr: 1.000e-05, eta: 16:27:56, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1415, s0.acc: 94.8970, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2170, s1.loss_cls: 0.0646, s1.acc: 95.1827, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1088, s2.loss_cls: 0.0314, s2.acc: 95.2633, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0509, loss: 1.0278 +2025-06-27 09:01:51,047 - mmdet - INFO - Epoch [29][1200/7330] lr: 1.000e-05, eta: 16:27:04, time: 0.982, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1366, s0.acc: 95.1106, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2113, s1.loss_cls: 0.0618, s1.acc: 95.5089, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1059, s2.loss_cls: 0.0301, s2.acc: 95.5295, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0502, loss: 0.9938 +2025-06-27 09:02:40,826 - mmdet - INFO - Epoch [29][1250/7330] lr: 1.000e-05, eta: 16:26:12, time: 0.996, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0312, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1414, s0.acc: 94.8804, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2221, s1.loss_cls: 0.0642, s1.acc: 95.2879, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1113, s2.loss_cls: 0.0313, s2.acc: 95.2360, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0526, loss: 1.0483 +2025-06-27 09:03:32,487 - mmdet - INFO - Epoch [29][1300/7330] lr: 1.000e-05, eta: 16:25:20, time: 1.033, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1452, s0.acc: 94.7883, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2221, s1.loss_cls: 0.0666, s1.acc: 95.0598, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1115, s2.loss_cls: 0.0326, s2.acc: 95.0320, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0530, loss: 1.0564 +2025-06-27 09:04:29,364 - mmdet - INFO - Epoch [29][1350/7330] lr: 1.000e-05, eta: 16:24:30, time: 1.138, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1483, s0.acc: 94.6519, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2178, s1.loss_cls: 0.0672, s1.acc: 95.0211, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1098, s2.loss_cls: 0.0334, s2.acc: 94.9520, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0494 +2025-06-27 09:05:26,181 - mmdet - INFO - Epoch [29][1400/7330] lr: 1.000e-05, eta: 16:23:40, time: 1.136, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1419, s0.acc: 94.8196, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2143, s1.loss_cls: 0.0642, s1.acc: 95.1329, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1080, s2.loss_cls: 0.0311, s2.acc: 95.1043, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0332 +2025-06-27 09:06:17,531 - mmdet - INFO - Epoch [29][1450/7330] lr: 1.000e-05, eta: 16:22:48, time: 1.027, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1406, s0.acc: 94.8879, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2205, s1.loss_cls: 0.0644, s1.acc: 95.1876, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1110, s2.loss_cls: 0.0320, s2.acc: 95.1082, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0525, loss: 1.0391 +2025-06-27 09:07:06,679 - mmdet - INFO - Epoch [29][1500/7330] lr: 1.000e-05, eta: 16:21:56, time: 0.983, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1465, s0.acc: 94.6855, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2150, s1.loss_cls: 0.0669, s1.acc: 95.0263, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1079, s2.loss_cls: 0.0326, s2.acc: 95.0049, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0509, loss: 1.0322 +2025-06-27 09:07:55,863 - mmdet - INFO - Epoch [29][1550/7330] lr: 1.000e-05, eta: 16:21:04, time: 0.984, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1461, s0.acc: 94.6616, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2100, s1.loss_cls: 0.0667, s1.acc: 95.0529, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1068, s2.loss_cls: 0.0324, s2.acc: 95.1117, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0508, loss: 1.0337 +2025-06-27 09:08:44,904 - mmdet - INFO - Epoch [29][1600/7330] lr: 1.000e-05, eta: 16:20:12, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1370, s0.acc: 95.0369, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2159, s1.loss_cls: 0.0622, s1.acc: 95.4538, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1088, s2.loss_cls: 0.0305, s2.acc: 95.3730, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0088 +2025-06-27 09:09:34,402 - mmdet - INFO - Epoch [29][1650/7330] lr: 1.000e-05, eta: 16:19:19, time: 0.990, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1466, s0.acc: 94.6057, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2135, s1.loss_cls: 0.0657, s1.acc: 95.0217, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1075, s2.loss_cls: 0.0318, s2.acc: 95.0762, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0505, loss: 1.0355 +2025-06-27 09:10:26,071 - mmdet - INFO - Epoch [29][1700/7330] lr: 1.000e-05, eta: 16:18:28, time: 1.033, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1424, s0.acc: 94.7869, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2129, s1.loss_cls: 0.0645, s1.acc: 95.2023, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1072, s2.loss_cls: 0.0315, s2.acc: 95.2359, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0212 +2025-06-27 09:11:19,621 - mmdet - INFO - Epoch [29][1750/7330] lr: 1.000e-05, eta: 16:17:37, time: 1.071, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1389, s0.acc: 94.8965, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2169, s1.loss_cls: 0.0630, s1.acc: 95.2774, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1090, s2.loss_cls: 0.0312, s2.acc: 95.2093, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0513, loss: 1.0136 +2025-06-27 09:12:16,189 - mmdet - INFO - Epoch [29][1800/7330] lr: 1.000e-05, eta: 16:16:47, time: 1.131, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1439, s0.acc: 94.6980, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2145, s1.loss_cls: 0.0661, s1.acc: 94.9652, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1077, s2.loss_cls: 0.0325, s2.acc: 94.9392, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0513, loss: 1.0322 +2025-06-27 09:13:08,739 - mmdet - INFO - Epoch [29][1850/7330] lr: 1.000e-05, eta: 16:15:55, time: 1.051, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1387, s0.acc: 95.0027, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2161, s1.loss_cls: 0.0623, s1.acc: 95.4356, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1081, s2.loss_cls: 0.0308, s2.acc: 95.3817, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0507, loss: 1.0110 +2025-06-27 09:14:00,235 - mmdet - INFO - Epoch [29][1900/7330] lr: 1.000e-05, eta: 16:15:04, time: 1.030, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1344, s0.acc: 94.9785, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2134, s1.loss_cls: 0.0605, s1.acc: 95.4308, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1081, s2.loss_cls: 0.0295, s2.acc: 95.4440, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0091 +2025-06-27 09:14:49,098 - mmdet - INFO - Epoch [29][1950/7330] lr: 1.000e-05, eta: 16:14:12, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1391, s0.acc: 94.9128, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2161, s1.loss_cls: 0.0628, s1.acc: 95.3697, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1082, s2.loss_cls: 0.0308, s2.acc: 95.3041, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0510, loss: 1.0195 +2025-06-27 09:15:37,801 - mmdet - INFO - Epoch [29][2000/7330] lr: 1.000e-05, eta: 16:13:19, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1414, s0.acc: 94.9141, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2179, s1.loss_cls: 0.0644, s1.acc: 95.2764, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1097, s2.loss_cls: 0.0313, s2.acc: 95.3048, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0518, loss: 1.0253 +2025-06-27 09:16:27,372 - mmdet - INFO - Epoch [29][2050/7330] lr: 1.000e-05, eta: 16:12:27, time: 0.991, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1564, s0.acc: 94.2659, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2284, s1.loss_cls: 0.0706, s1.acc: 94.6803, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1141, s2.loss_cls: 0.0345, s2.acc: 94.6314, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0541, loss: 1.1056 +2025-06-27 09:17:18,926 - mmdet - INFO - Epoch [29][2100/7330] lr: 1.000e-05, eta: 16:11:36, time: 1.031, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1403, s0.acc: 94.9702, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2206, s1.loss_cls: 0.0636, s1.acc: 95.2880, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1097, s2.loss_cls: 0.0308, s2.acc: 95.3913, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0518, loss: 1.0303 +2025-06-27 09:18:07,892 - mmdet - INFO - Epoch [29][2150/7330] lr: 1.000e-05, eta: 16:10:43, time: 0.980, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1416, s0.acc: 94.8035, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2153, s1.loss_cls: 0.0643, s1.acc: 95.2024, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1088, s2.loss_cls: 0.0316, s2.acc: 95.2259, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0271 +2025-06-27 09:19:06,512 - mmdet - INFO - Epoch [29][2200/7330] lr: 1.000e-05, eta: 16:09:54, time: 1.173, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1383, s0.acc: 95.0188, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2117, s1.loss_cls: 0.0624, s1.acc: 95.4924, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1078, s2.loss_cls: 0.0301, s2.acc: 95.5231, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0512, loss: 1.0040 +2025-06-27 09:20:00,927 - mmdet - INFO - Epoch [29][2250/7330] lr: 1.000e-05, eta: 16:09:03, time: 1.088, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1392, s0.acc: 95.0083, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2169, s1.loss_cls: 0.0631, s1.acc: 95.3568, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1102, s2.loss_cls: 0.0307, s2.acc: 95.2586, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0523, loss: 1.0262 +2025-06-27 09:20:54,123 - mmdet - INFO - Epoch [29][2300/7330] lr: 1.000e-05, eta: 16:08:12, time: 1.064, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1379, s0.acc: 95.0420, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2128, s1.loss_cls: 0.0621, s1.acc: 95.4556, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1079, s2.loss_cls: 0.0306, s2.acc: 95.4130, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0056 +2025-06-27 09:21:43,012 - mmdet - INFO - Epoch [29][2350/7330] lr: 1.000e-05, eta: 16:07:20, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1431, s0.acc: 94.6931, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2151, s1.loss_cls: 0.0651, s1.acc: 95.1111, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1086, s2.loss_cls: 0.0318, s2.acc: 95.0934, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0341 +2025-06-27 09:22:31,918 - mmdet - INFO - Epoch [29][2400/7330] lr: 1.000e-05, eta: 16:06:27, time: 0.979, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1512, s0.acc: 94.5740, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2178, s1.loss_cls: 0.0685, s1.acc: 94.9573, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1093, s2.loss_cls: 0.0337, s2.acc: 94.8862, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0518, loss: 1.0619 +2025-06-27 09:23:21,061 - mmdet - INFO - Epoch [29][2450/7330] lr: 1.000e-05, eta: 16:05:35, time: 0.983, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1447, s0.acc: 94.7649, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2152, s1.loss_cls: 0.0654, s1.acc: 95.1850, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1087, s2.loss_cls: 0.0320, s2.acc: 95.2013, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0513, loss: 1.0352 +2025-06-27 09:24:09,776 - mmdet - INFO - Epoch [29][2500/7330] lr: 1.000e-05, eta: 16:04:43, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1371, s0.acc: 94.9832, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2133, s1.loss_cls: 0.0620, s1.acc: 95.3861, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1079, s2.loss_cls: 0.0308, s2.acc: 95.2782, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0508, loss: 1.0071 +2025-06-27 09:25:01,625 - mmdet - INFO - Epoch [29][2550/7330] lr: 1.000e-05, eta: 16:03:51, time: 1.037, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1437, s0.acc: 94.8354, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2159, s1.loss_cls: 0.0649, s1.acc: 95.2217, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1095, s2.loss_cls: 0.0315, s2.acc: 95.2746, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0519, loss: 1.0243 +2025-06-27 09:25:57,940 - mmdet - INFO - Epoch [29][2600/7330] lr: 1.000e-05, eta: 16:03:01, time: 1.126, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1435, s0.acc: 94.7844, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2138, s1.loss_cls: 0.0647, s1.acc: 95.1499, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1088, s2.loss_cls: 0.0317, s2.acc: 95.1964, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0234 +2025-06-27 09:26:54,829 - mmdet - INFO - Epoch [29][2650/7330] lr: 1.000e-05, eta: 16:02:11, time: 1.138, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1415, s0.acc: 94.7380, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2150, s1.loss_cls: 0.0644, s1.acc: 95.1359, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1088, s2.loss_cls: 0.0312, s2.acc: 95.2113, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0350 +2025-06-27 09:27:46,478 - mmdet - INFO - Epoch [29][2700/7330] lr: 1.000e-05, eta: 16:01:19, time: 1.033, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1444, s0.acc: 94.6790, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2121, s1.loss_cls: 0.0662, s1.acc: 95.0158, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1070, s2.loss_cls: 0.0321, s2.acc: 95.1287, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 1.0251 +2025-06-27 09:28:35,467 - mmdet - INFO - Epoch [29][2750/7330] lr: 1.000e-05, eta: 16:00:27, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1379, s0.acc: 94.9229, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2130, s1.loss_cls: 0.0623, s1.acc: 95.3486, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1072, s2.loss_cls: 0.0309, s2.acc: 95.2569, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0111 +2025-06-27 09:29:24,202 - mmdet - INFO - Epoch [29][2800/7330] lr: 1.000e-05, eta: 15:59:35, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1407, s0.acc: 94.8372, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2185, s1.loss_cls: 0.0639, s1.acc: 95.2688, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1101, s2.loss_cls: 0.0314, s2.acc: 95.2006, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 1.0325 +2025-06-27 09:30:12,803 - mmdet - INFO - Epoch [29][2850/7330] lr: 1.000e-05, eta: 15:58:43, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1406, s0.acc: 94.9343, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2147, s1.loss_cls: 0.0629, s1.acc: 95.3226, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1088, s2.loss_cls: 0.0307, s2.acc: 95.3310, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0515, loss: 1.0212 +2025-06-27 09:31:01,792 - mmdet - INFO - Epoch [29][2900/7330] lr: 1.000e-05, eta: 15:57:50, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1351, s0.acc: 95.0505, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2148, s1.loss_cls: 0.0607, s1.acc: 95.4798, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1085, s2.loss_cls: 0.0300, s2.acc: 95.4918, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0037 +2025-06-27 09:31:53,219 - mmdet - INFO - Epoch [29][2950/7330] lr: 1.000e-05, eta: 15:56:59, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1398, s0.acc: 94.9600, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2196, s1.loss_cls: 0.0631, s1.acc: 95.3288, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1103, s2.loss_cls: 0.0307, s2.acc: 95.3764, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0518, loss: 1.0237 +2025-06-27 09:32:46,238 - mmdet - INFO - Epoch [29][3000/7330] lr: 1.000e-05, eta: 15:56:08, time: 1.060, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1400, s0.acc: 94.9265, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2147, s1.loss_cls: 0.0640, s1.acc: 95.2412, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1072, s2.loss_cls: 0.0312, s2.acc: 95.1837, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0505, loss: 1.0140 +2025-06-27 09:33:46,333 - mmdet - INFO - Epoch [29][3050/7330] lr: 1.000e-05, eta: 15:55:18, time: 1.202, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1413, s0.acc: 94.8809, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2111, s1.loss_cls: 0.0643, s1.acc: 95.2646, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1070, s2.loss_cls: 0.0319, s2.acc: 95.0758, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0131 +2025-06-27 09:34:35,600 - mmdet - INFO - Epoch [29][3100/7330] lr: 1.000e-05, eta: 15:54:26, time: 0.985, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1426, s0.acc: 94.7407, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2174, s1.loss_cls: 0.0640, s1.acc: 95.1166, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1084, s2.loss_cls: 0.0314, s2.acc: 95.0296, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 1.0352 +2025-06-27 09:35:27,699 - mmdet - INFO - Epoch [29][3150/7330] lr: 1.000e-05, eta: 15:53:35, time: 1.042, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1443, s0.acc: 94.7249, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2127, s1.loss_cls: 0.0660, s1.acc: 95.0520, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1069, s2.loss_cls: 0.0322, s2.acc: 95.0994, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0508, loss: 1.0297 +2025-06-27 09:36:16,004 - mmdet - INFO - Epoch [29][3200/7330] lr: 1.000e-05, eta: 15:52:42, time: 0.966, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1360, s0.acc: 95.1042, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2130, s1.loss_cls: 0.0624, s1.acc: 95.4498, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1076, s2.loss_cls: 0.0308, s2.acc: 95.4224, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0011 +2025-06-27 09:37:04,558 - mmdet - INFO - Epoch [29][3250/7330] lr: 1.000e-05, eta: 15:51:50, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1352, s0.acc: 95.0808, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2136, s1.loss_cls: 0.0609, s1.acc: 95.5304, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1081, s2.loss_cls: 0.0302, s2.acc: 95.4616, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0514, loss: 0.9946 +2025-06-27 09:37:53,162 - mmdet - INFO - Epoch [29][3300/7330] lr: 1.000e-05, eta: 15:50:58, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1423, s0.acc: 94.9019, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2120, s1.loss_cls: 0.0651, s1.acc: 95.2016, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1069, s2.loss_cls: 0.0317, s2.acc: 95.1685, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0504, loss: 1.0088 +2025-06-27 09:38:44,284 - mmdet - INFO - Epoch [29][3350/7330] lr: 1.000e-05, eta: 15:50:06, time: 1.022, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1445, s0.acc: 94.7703, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2206, s1.loss_cls: 0.0653, s1.acc: 95.1427, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1105, s2.loss_cls: 0.0317, s2.acc: 95.1548, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0419 +2025-06-27 09:39:33,383 - mmdet - INFO - Epoch [29][3400/7330] lr: 1.000e-05, eta: 15:49:14, time: 0.982, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1401, s0.acc: 94.9038, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2153, s1.loss_cls: 0.0637, s1.acc: 95.3502, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1077, s2.loss_cls: 0.0310, s2.acc: 95.3488, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0506, loss: 1.0216 +2025-06-27 09:40:32,369 - mmdet - INFO - Epoch [29][3450/7330] lr: 1.000e-05, eta: 15:48:24, time: 1.180, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1331, s0.acc: 95.1401, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2138, s1.loss_cls: 0.0604, s1.acc: 95.5004, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1079, s2.loss_cls: 0.0296, s2.acc: 95.5015, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0513, loss: 0.9956 +2025-06-27 09:41:28,447 - mmdet - INFO - Epoch [29][3500/7330] lr: 1.000e-05, eta: 15:47:34, time: 1.122, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1388, s0.acc: 94.9736, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2141, s1.loss_cls: 0.0626, s1.acc: 95.3506, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1094, s2.loss_cls: 0.0309, s2.acc: 95.2685, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0230 +2025-06-27 09:42:19,492 - mmdet - INFO - Epoch [29][3550/7330] lr: 1.000e-05, eta: 15:46:42, time: 1.021, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1387, s0.acc: 94.8975, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2166, s1.loss_cls: 0.0635, s1.acc: 95.2470, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1085, s2.loss_cls: 0.0308, s2.acc: 95.3252, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0169 +2025-06-27 09:43:08,366 - mmdet - INFO - Epoch [29][3600/7330] lr: 1.000e-05, eta: 15:45:50, time: 0.977, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1484, s0.acc: 94.6216, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2139, s1.loss_cls: 0.0682, s1.acc: 94.9250, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1077, s2.loss_cls: 0.0334, s2.acc: 94.9255, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0509, loss: 1.0433 +2025-06-27 09:43:57,090 - mmdet - INFO - Epoch [29][3650/7330] lr: 1.000e-05, eta: 15:44:58, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1440, s0.acc: 94.8660, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2150, s1.loss_cls: 0.0642, s1.acc: 95.2757, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1087, s2.loss_cls: 0.0313, s2.acc: 95.3236, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0290 +2025-06-27 09:44:45,966 - mmdet - INFO - Epoch [29][3700/7330] lr: 1.000e-05, eta: 15:44:05, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1427, s0.acc: 94.8086, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2175, s1.loss_cls: 0.0645, s1.acc: 95.1827, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1090, s2.loss_cls: 0.0316, s2.acc: 95.1470, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0355 +2025-06-27 09:45:34,993 - mmdet - INFO - Epoch [29][3750/7330] lr: 1.000e-05, eta: 15:43:13, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1444, s0.acc: 94.7163, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2160, s1.loss_cls: 0.0658, s1.acc: 95.1439, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1095, s2.loss_cls: 0.0324, s2.acc: 95.1274, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0521, loss: 1.0450 +2025-06-27 09:46:25,584 - mmdet - INFO - Epoch [29][3800/7330] lr: 1.000e-05, eta: 15:42:21, time: 1.012, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1307, s0.acc: 95.3347, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2165, s1.loss_cls: 0.0594, s1.acc: 95.6817, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1087, s2.loss_cls: 0.0291, s2.acc: 95.5974, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0515, loss: 0.9874 +2025-06-27 09:47:22,842 - mmdet - INFO - Epoch [29][3850/7330] lr: 1.000e-05, eta: 15:41:31, time: 1.145, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1438, s0.acc: 94.7874, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2178, s1.loss_cls: 0.0645, s1.acc: 95.2065, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1091, s2.loss_cls: 0.0311, s2.acc: 95.3088, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0356 +2025-06-27 09:48:20,328 - mmdet - INFO - Epoch [29][3900/7330] lr: 1.000e-05, eta: 15:40:41, time: 1.150, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1447, s0.acc: 94.7400, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2167, s1.loss_cls: 0.0658, s1.acc: 95.1050, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1083, s2.loss_cls: 0.0321, s2.acc: 95.1550, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0510, loss: 1.0464 +2025-06-27 09:49:11,605 - mmdet - INFO - Epoch [29][3950/7330] lr: 1.000e-05, eta: 15:39:50, time: 1.025, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1386, s0.acc: 94.9990, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2130, s1.loss_cls: 0.0632, s1.acc: 95.3043, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1071, s2.loss_cls: 0.0302, s2.acc: 95.3859, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0505, loss: 1.0036 +2025-06-27 09:50:00,294 - mmdet - INFO - Epoch [29][4000/7330] lr: 1.000e-05, eta: 15:38:57, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1399, s0.acc: 94.9482, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2168, s1.loss_cls: 0.0627, s1.acc: 95.3628, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1099, s2.loss_cls: 0.0308, s2.acc: 95.3225, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 1.0186 +2025-06-27 09:50:49,052 - mmdet - INFO - Epoch [29][4050/7330] lr: 1.000e-05, eta: 15:38:05, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1407, s0.acc: 94.8918, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2173, s1.loss_cls: 0.0645, s1.acc: 95.1817, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1101, s2.loss_cls: 0.0315, s2.acc: 95.2370, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0519, loss: 1.0295 +2025-06-27 09:51:37,848 - mmdet - INFO - Epoch [29][4100/7330] lr: 1.000e-05, eta: 15:37:13, time: 0.976, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1398, s0.acc: 94.9529, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2190, s1.loss_cls: 0.0636, s1.acc: 95.2650, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1098, s2.loss_cls: 0.0315, s2.acc: 95.2486, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0522, loss: 1.0207 +2025-06-27 09:52:26,733 - mmdet - INFO - Epoch [29][4150/7330] lr: 1.000e-05, eta: 15:36:20, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1433, s0.acc: 94.8186, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2130, s1.loss_cls: 0.0656, s1.acc: 95.1926, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1069, s2.loss_cls: 0.0322, s2.acc: 95.0948, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0505, loss: 1.0159 +2025-06-27 09:53:17,677 - mmdet - INFO - Epoch [29][4200/7330] lr: 1.000e-05, eta: 15:35:29, time: 1.019, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1312, s0.acc: 95.1345, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2206, s1.loss_cls: 0.0599, s1.acc: 95.5590, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1100, s2.loss_cls: 0.0299, s2.acc: 95.4431, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0518, loss: 1.0057 +2025-06-27 09:54:11,694 - mmdet - INFO - Epoch [29][4250/7330] lr: 1.000e-05, eta: 15:34:38, time: 1.080, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1424, s0.acc: 94.7771, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2204, s1.loss_cls: 0.0648, s1.acc: 95.1831, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1117, s2.loss_cls: 0.0320, s2.acc: 95.1154, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0529, loss: 1.0438 +2025-06-27 09:55:12,400 - mmdet - INFO - Epoch [29][4300/7330] lr: 1.000e-05, eta: 15:33:49, time: 1.215, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1391, s0.acc: 94.9246, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2147, s1.loss_cls: 0.0635, s1.acc: 95.2755, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1084, s2.loss_cls: 0.0314, s2.acc: 95.1847, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0207 +2025-06-27 09:56:01,375 - mmdet - INFO - Epoch [29][4350/7330] lr: 1.000e-05, eta: 15:32:56, time: 0.979, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1414, s0.acc: 94.8025, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2113, s1.loss_cls: 0.0639, s1.acc: 95.1898, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1060, s2.loss_cls: 0.0317, s2.acc: 95.1361, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 1.0127 +2025-06-27 09:56:52,816 - mmdet - INFO - Epoch [29][4400/7330] lr: 1.000e-05, eta: 15:32:05, time: 1.029, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1354, s0.acc: 95.1030, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2111, s1.loss_cls: 0.0614, s1.acc: 95.4838, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1061, s2.loss_cls: 0.0298, s2.acc: 95.5545, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0505, loss: 0.9843 +2025-06-27 09:57:41,451 - mmdet - INFO - Epoch [29][4450/7330] lr: 1.000e-05, eta: 15:31:13, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1369, s0.acc: 95.0254, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2142, s1.loss_cls: 0.0620, s1.acc: 95.4360, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1080, s2.loss_cls: 0.0304, s2.acc: 95.4312, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0512, loss: 0.9998 +2025-06-27 09:58:30,876 - mmdet - INFO - Epoch [29][4500/7330] lr: 1.000e-05, eta: 15:30:20, time: 0.988, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1427, s0.acc: 94.8213, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2213, s1.loss_cls: 0.0649, s1.acc: 95.1234, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1115, s2.loss_cls: 0.0322, s2.acc: 95.0546, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0526, loss: 1.0454 +2025-06-27 09:59:19,757 - mmdet - INFO - Epoch [29][4550/7330] lr: 1.000e-05, eta: 15:29:28, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1327, s0.acc: 95.2053, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2084, s1.loss_cls: 0.0600, s1.acc: 95.5922, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1048, s2.loss_cls: 0.0295, s2.acc: 95.5549, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0494, loss: 0.9722 +2025-06-27 10:00:12,673 - mmdet - INFO - Epoch [29][4600/7330] lr: 1.000e-05, eta: 15:28:37, time: 1.058, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1420, s0.acc: 94.9043, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2137, s1.loss_cls: 0.0645, s1.acc: 95.2799, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1087, s2.loss_cls: 0.0316, s2.acc: 95.2123, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 1.0175 +2025-06-27 10:01:04,073 - mmdet - INFO - Epoch [29][4650/7330] lr: 1.000e-05, eta: 15:27:45, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1382, s0.acc: 95.0312, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2162, s1.loss_cls: 0.0620, s1.acc: 95.4916, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1083, s2.loss_cls: 0.0304, s2.acc: 95.5925, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 1.0123 +2025-06-27 10:02:02,129 - mmdet - INFO - Epoch [29][4700/7330] lr: 1.000e-05, eta: 15:26:56, time: 1.161, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1358, s0.acc: 95.0054, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2207, s1.loss_cls: 0.0627, s1.acc: 95.3260, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1110, s2.loss_cls: 0.0307, s2.acc: 95.2829, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0524, loss: 1.0198 +2025-06-27 10:02:55,877 - mmdet - INFO - Epoch [29][4750/7330] lr: 1.000e-05, eta: 15:26:05, time: 1.075, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1368, s0.acc: 94.9695, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2136, s1.loss_cls: 0.0613, s1.acc: 95.4253, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1078, s2.loss_cls: 0.0298, s2.acc: 95.4216, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0506, loss: 1.0050 +2025-06-27 10:03:49,021 - mmdet - INFO - Epoch [29][4800/7330] lr: 1.000e-05, eta: 15:25:13, time: 1.063, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1373, s0.acc: 95.0896, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2160, s1.loss_cls: 0.0615, s1.acc: 95.5042, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1096, s2.loss_cls: 0.0297, s2.acc: 95.5125, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0515, loss: 1.0086 +2025-06-27 10:04:37,382 - mmdet - INFO - Epoch [29][4850/7330] lr: 1.000e-05, eta: 15:24:21, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1372, s0.acc: 95.0479, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2155, s1.loss_cls: 0.0623, s1.acc: 95.4422, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1075, s2.loss_cls: 0.0306, s2.acc: 95.3937, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0504, loss: 1.0026 +2025-06-27 10:05:26,523 - mmdet - INFO - Epoch [29][4900/7330] lr: 1.000e-05, eta: 15:23:29, time: 0.983, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1417, s0.acc: 94.8730, s0.loss_bbox: 0.2255, s0.loss_mask: 0.2164, s1.loss_cls: 0.0636, s1.acc: 95.2748, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1101, s2.loss_cls: 0.0317, s2.acc: 95.2112, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0520, loss: 1.0398 +2025-06-27 10:06:15,141 - mmdet - INFO - Epoch [29][4950/7330] lr: 1.000e-05, eta: 15:22:37, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1441, s0.acc: 94.7742, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2195, s1.loss_cls: 0.0661, s1.acc: 95.1545, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1093, s2.loss_cls: 0.0319, s2.acc: 95.1601, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0366 +2025-06-27 10:07:04,119 - mmdet - INFO - Epoch [29][5000/7330] lr: 1.000e-05, eta: 15:21:44, time: 0.980, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1458, s0.acc: 94.6658, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2165, s1.loss_cls: 0.0665, s1.acc: 95.1090, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1085, s2.loss_cls: 0.0324, s2.acc: 95.0726, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0512, loss: 1.0450 +2025-06-27 10:07:56,922 - mmdet - INFO - Epoch [29][5050/7330] lr: 1.000e-05, eta: 15:20:53, time: 1.056, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1464, s0.acc: 94.6047, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2196, s1.loss_cls: 0.0667, s1.acc: 94.9926, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1108, s2.loss_cls: 0.0322, s2.acc: 95.0415, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0522, loss: 1.0551 +2025-06-27 10:08:53,003 - mmdet - INFO - Epoch [29][5100/7330] lr: 1.000e-05, eta: 15:20:03, time: 1.122, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1390, s0.acc: 94.9541, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2146, s1.loss_cls: 0.0626, s1.acc: 95.3908, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1072, s2.loss_cls: 0.0308, s2.acc: 95.3041, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0508, loss: 1.0043 +2025-06-27 10:09:49,652 - mmdet - INFO - Epoch [29][5150/7330] lr: 1.000e-05, eta: 15:19:12, time: 1.133, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1427, s0.acc: 94.8069, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2165, s1.loss_cls: 0.0645, s1.acc: 95.1913, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1081, s2.loss_cls: 0.0321, s2.acc: 95.1055, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0509, loss: 1.0320 +2025-06-27 10:10:41,616 - mmdet - INFO - Epoch [29][5200/7330] lr: 1.000e-05, eta: 15:18:21, time: 1.039, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1425, s0.acc: 94.8230, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2182, s1.loss_cls: 0.0645, s1.acc: 95.2567, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1082, s2.loss_cls: 0.0322, s2.acc: 95.1377, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0333 +2025-06-27 10:11:30,037 - mmdet - INFO - Epoch [29][5250/7330] lr: 1.000e-05, eta: 15:17:29, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1357, s0.acc: 95.0591, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2112, s1.loss_cls: 0.0613, s1.acc: 95.4677, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1055, s2.loss_cls: 0.0303, s2.acc: 95.3616, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0500, loss: 0.9944 +2025-06-27 10:12:18,990 - mmdet - INFO - Epoch [29][5300/7330] lr: 1.000e-05, eta: 15:16:36, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1437, s0.acc: 94.8110, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2162, s1.loss_cls: 0.0653, s1.acc: 95.1888, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1084, s2.loss_cls: 0.0320, s2.acc: 95.2412, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0512, loss: 1.0344 +2025-06-27 10:13:07,352 - mmdet - INFO - Epoch [29][5350/7330] lr: 1.000e-05, eta: 15:15:44, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1355, s0.acc: 95.1294, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2044, s1.loss_cls: 0.0621, s1.acc: 95.4083, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1043, s2.loss_cls: 0.0302, s2.acc: 95.3835, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0497, loss: 0.9753 +2025-06-27 10:13:55,743 - mmdet - INFO - Epoch [29][5400/7330] lr: 1.000e-05, eta: 15:14:52, time: 0.968, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1413, s0.acc: 94.8633, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2107, s1.loss_cls: 0.0638, s1.acc: 95.3701, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1066, s2.loss_cls: 0.0308, s2.acc: 95.4333, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 1.0064 +2025-06-27 10:14:48,017 - mmdet - INFO - Epoch [29][5450/7330] lr: 1.000e-05, eta: 15:14:00, time: 1.045, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1391, s0.acc: 94.9880, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2186, s1.loss_cls: 0.0636, s1.acc: 95.3123, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1095, s2.loss_cls: 0.0308, s2.acc: 95.3663, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0515, loss: 1.0137 +2025-06-27 10:15:42,005 - mmdet - INFO - Epoch [29][5500/7330] lr: 1.000e-05, eta: 15:13:09, time: 1.080, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1455, s0.acc: 94.7388, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2163, s1.loss_cls: 0.0648, s1.acc: 95.2602, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1099, s2.loss_cls: 0.0319, s2.acc: 95.1897, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0515, loss: 1.0402 +2025-06-27 10:16:41,670 - mmdet - INFO - Epoch [29][5550/7330] lr: 1.000e-05, eta: 15:12:20, time: 1.193, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1397, s0.acc: 94.9451, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2156, s1.loss_cls: 0.0640, s1.acc: 95.2704, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1093, s2.loss_cls: 0.0311, s2.acc: 95.2669, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0228 +2025-06-27 10:17:30,099 - mmdet - INFO - Epoch [29][5600/7330] lr: 1.000e-05, eta: 15:11:28, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1296, s0.acc: 95.2739, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2127, s1.loss_cls: 0.0581, s1.acc: 95.7634, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1078, s2.loss_cls: 0.0286, s2.acc: 95.6954, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0513, loss: 0.9709 +2025-06-27 10:18:21,388 - mmdet - INFO - Epoch [29][5650/7330] lr: 1.000e-05, eta: 15:10:36, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1319, s0.acc: 95.2644, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2126, s1.loss_cls: 0.0600, s1.acc: 95.5438, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1063, s2.loss_cls: 0.0294, s2.acc: 95.4864, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0500, loss: 0.9816 +2025-06-27 10:19:09,941 - mmdet - INFO - Epoch [29][5700/7330] lr: 1.000e-05, eta: 15:09:44, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1365, s0.acc: 95.0940, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2131, s1.loss_cls: 0.0628, s1.acc: 95.3308, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1074, s2.loss_cls: 0.0306, s2.acc: 95.3837, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0507, loss: 0.9959 +2025-06-27 10:19:58,937 - mmdet - INFO - Epoch [29][5750/7330] lr: 1.000e-05, eta: 15:08:51, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1406, s0.acc: 94.9084, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2178, s1.loss_cls: 0.0633, s1.acc: 95.3014, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1092, s2.loss_cls: 0.0309, s2.acc: 95.3075, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0516, loss: 1.0207 +2025-06-27 10:20:47,735 - mmdet - INFO - Epoch [29][5800/7330] lr: 1.000e-05, eta: 15:07:59, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1336, s0.acc: 95.1199, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2114, s1.loss_cls: 0.0599, s1.acc: 95.5539, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1068, s2.loss_cls: 0.0293, s2.acc: 95.5458, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0508, loss: 0.9956 +2025-06-27 10:21:39,170 - mmdet - INFO - Epoch [29][5850/7330] lr: 1.000e-05, eta: 15:07:08, time: 1.029, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1508, s0.acc: 94.4756, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2174, s1.loss_cls: 0.0691, s1.acc: 94.7998, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1085, s2.loss_cls: 0.0333, s2.acc: 94.8762, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0509, loss: 1.0664 +2025-06-27 10:22:30,545 - mmdet - INFO - Epoch [29][5900/7330] lr: 1.000e-05, eta: 15:06:16, time: 1.028, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1391, s0.acc: 94.8987, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2146, s1.loss_cls: 0.0629, s1.acc: 95.3092, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1081, s2.loss_cls: 0.0308, s2.acc: 95.2809, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0141 +2025-06-27 10:23:29,333 - mmdet - INFO - Epoch [29][5950/7330] lr: 1.000e-05, eta: 15:05:26, time: 1.176, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1391, s0.acc: 94.9580, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2156, s1.loss_cls: 0.0628, s1.acc: 95.3272, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1092, s2.loss_cls: 0.0305, s2.acc: 95.3602, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0519, loss: 1.0171 +2025-06-27 10:24:20,776 - mmdet - INFO - Epoch [29][6000/7330] lr: 1.000e-05, eta: 15:04:35, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1390, s0.acc: 94.9590, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2132, s1.loss_cls: 0.0628, s1.acc: 95.3326, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1069, s2.loss_cls: 0.0309, s2.acc: 95.2299, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0506, loss: 1.0200 +2025-06-27 10:25:11,758 - mmdet - INFO - Epoch [29][6050/7330] lr: 1.000e-05, eta: 15:03:43, time: 1.020, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1319, s0.acc: 95.1877, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2141, s1.loss_cls: 0.0593, s1.acc: 95.6641, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1077, s2.loss_cls: 0.0294, s2.acc: 95.5339, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0506, loss: 0.9859 +2025-06-27 10:26:00,641 - mmdet - INFO - Epoch [29][6100/7330] lr: 1.000e-05, eta: 15:02:51, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1431, s0.acc: 94.7607, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2140, s1.loss_cls: 0.0648, s1.acc: 95.1579, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1076, s2.loss_cls: 0.0316, s2.acc: 95.2332, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0269 +2025-06-27 10:26:49,833 - mmdet - INFO - Epoch [29][6150/7330] lr: 1.000e-05, eta: 15:01:59, time: 0.984, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1377, s0.acc: 95.0779, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2102, s1.loss_cls: 0.0621, s1.acc: 95.4335, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1061, s2.loss_cls: 0.0305, s2.acc: 95.3251, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0506, loss: 0.9980 +2025-06-27 10:27:38,643 - mmdet - INFO - Epoch [29][6200/7330] lr: 1.000e-05, eta: 15:01:06, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1439, s0.acc: 94.7546, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2123, s1.loss_cls: 0.0643, s1.acc: 95.1913, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1070, s2.loss_cls: 0.0314, s2.acc: 95.1701, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0506, loss: 1.0266 +2025-06-27 10:28:26,814 - mmdet - INFO - Epoch [29][6250/7330] lr: 1.000e-05, eta: 15:00:14, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1358, s0.acc: 95.1169, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2075, s1.loss_cls: 0.0620, s1.acc: 95.4149, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1054, s2.loss_cls: 0.0301, s2.acc: 95.4659, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0498, loss: 0.9806 +2025-06-27 10:29:17,525 - mmdet - INFO - Epoch [29][6300/7330] lr: 1.000e-05, eta: 14:59:22, time: 1.014, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1360, s0.acc: 95.0024, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2133, s1.loss_cls: 0.0621, s1.acc: 95.3276, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1070, s2.loss_cls: 0.0305, s2.acc: 95.2297, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0506, loss: 1.0032 +2025-06-27 10:30:13,281 - mmdet - INFO - Epoch [29][6350/7330] lr: 1.000e-05, eta: 14:58:32, time: 1.115, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1373, s0.acc: 95.0796, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2168, s1.loss_cls: 0.0624, s1.acc: 95.3879, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1087, s2.loss_cls: 0.0301, s2.acc: 95.3969, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0512, loss: 1.0029 +2025-06-27 10:31:09,575 - mmdet - INFO - Epoch [29][6400/7330] lr: 1.000e-05, eta: 14:57:41, time: 1.126, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1412, s0.acc: 94.8875, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2176, s1.loss_cls: 0.0645, s1.acc: 95.2409, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1091, s2.loss_cls: 0.0317, s2.acc: 95.2050, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0512, loss: 1.0326 +2025-06-27 10:32:02,089 - mmdet - INFO - Epoch [29][6450/7330] lr: 1.000e-05, eta: 14:56:50, time: 1.050, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1421, s0.acc: 94.8660, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2205, s1.loss_cls: 0.0647, s1.acc: 95.2776, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1106, s2.loss_cls: 0.0315, s2.acc: 95.2546, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0523, loss: 1.0317 +2025-06-27 10:32:50,380 - mmdet - INFO - Epoch [29][6500/7330] lr: 1.000e-05, eta: 14:55:58, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1429, s0.acc: 94.8494, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2172, s1.loss_cls: 0.0654, s1.acc: 95.1776, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1079, s2.loss_cls: 0.0320, s2.acc: 95.1525, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 1.0287 +2025-06-27 10:33:39,043 - mmdet - INFO - Epoch [29][6550/7330] lr: 1.000e-05, eta: 14:55:05, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1348, s0.acc: 95.0105, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2151, s1.loss_cls: 0.0597, s1.acc: 95.5968, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1080, s2.loss_cls: 0.0293, s2.acc: 95.5810, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0513, loss: 1.0047 +2025-06-27 10:34:28,035 - mmdet - INFO - Epoch [29][6600/7330] lr: 1.000e-05, eta: 14:54:13, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1441, s0.acc: 94.7031, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2172, s1.loss_cls: 0.0652, s1.acc: 95.1080, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1090, s2.loss_cls: 0.0315, s2.acc: 95.1515, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0517, loss: 1.0358 +2025-06-27 10:35:16,848 - mmdet - INFO - Epoch [29][6650/7330] lr: 1.000e-05, eta: 14:53:21, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1485, s0.acc: 94.5159, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2186, s1.loss_cls: 0.0671, s1.acc: 94.9248, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1091, s2.loss_cls: 0.0329, s2.acc: 94.9621, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0565 +2025-06-27 10:36:07,951 - mmdet - INFO - Epoch [29][6700/7330] lr: 1.000e-05, eta: 14:52:29, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1473, s0.acc: 94.7424, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2138, s1.loss_cls: 0.0653, s1.acc: 95.2126, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1082, s2.loss_cls: 0.0320, s2.acc: 95.1914, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0511, loss: 1.0356 +2025-06-27 10:37:01,366 - mmdet - INFO - Epoch [29][6750/7330] lr: 1.000e-05, eta: 14:51:38, time: 1.069, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1420, s0.acc: 94.7759, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2211, s1.loss_cls: 0.0643, s1.acc: 95.1703, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1093, s2.loss_cls: 0.0316, s2.acc: 95.1992, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0517, loss: 1.0329 +2025-06-27 10:37:59,877 - mmdet - INFO - Epoch [29][6800/7330] lr: 1.000e-05, eta: 14:50:48, time: 1.170, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1297, s0.acc: 95.3462, s0.loss_bbox: 0.2015, s0.loss_mask: 0.2073, s1.loss_cls: 0.0583, s1.acc: 95.7836, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1058, s2.loss_cls: 0.0291, s2.acc: 95.6470, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0501, loss: 0.9634 +2025-06-27 10:38:49,430 - mmdet - INFO - Epoch [29][6850/7330] lr: 1.000e-05, eta: 14:49:56, time: 0.991, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1417, s0.acc: 94.8806, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2127, s1.loss_cls: 0.0638, s1.acc: 95.3124, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1078, s2.loss_cls: 0.0312, s2.acc: 95.2753, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0511, loss: 1.0355 +2025-06-27 10:39:41,402 - mmdet - INFO - Epoch [29][6900/7330] lr: 1.000e-05, eta: 14:49:05, time: 1.040, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1446, s0.acc: 94.7427, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2212, s1.loss_cls: 0.0665, s1.acc: 94.9958, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1116, s2.loss_cls: 0.0324, s2.acc: 95.0164, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0529, loss: 1.0440 +2025-06-27 10:40:30,583 - mmdet - INFO - Epoch [29][6950/7330] lr: 1.000e-05, eta: 14:48:13, time: 0.984, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1410, s0.acc: 94.8853, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2180, s1.loss_cls: 0.0637, s1.acc: 95.3375, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1090, s2.loss_cls: 0.0314, s2.acc: 95.3230, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0515, loss: 1.0322 +2025-06-27 10:41:18,962 - mmdet - INFO - Epoch [29][7000/7330] lr: 1.000e-05, eta: 14:47:20, time: 0.967, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1348, s0.acc: 95.1226, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2107, s1.loss_cls: 0.0606, s1.acc: 95.6286, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1057, s2.loss_cls: 0.0299, s2.acc: 95.5450, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0502, loss: 0.9806 +2025-06-27 10:42:07,684 - mmdet - INFO - Epoch [29][7050/7330] lr: 1.000e-05, eta: 14:46:28, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1351, s0.acc: 95.0781, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2152, s1.loss_cls: 0.0612, s1.acc: 95.5237, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1087, s2.loss_cls: 0.0301, s2.acc: 95.4471, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0514, loss: 1.0084 +2025-06-27 10:42:59,002 - mmdet - INFO - Epoch [29][7100/7330] lr: 1.000e-05, eta: 14:45:37, time: 1.026, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1380, s0.acc: 95.0474, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2137, s1.loss_cls: 0.0623, s1.acc: 95.3579, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1078, s2.loss_cls: 0.0311, s2.acc: 95.2960, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0511, loss: 1.0112 +2025-06-27 10:43:51,616 - mmdet - INFO - Epoch [29][7150/7330] lr: 1.000e-05, eta: 14:44:45, time: 1.052, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1389, s0.acc: 94.9314, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2120, s1.loss_cls: 0.0618, s1.acc: 95.3622, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1064, s2.loss_cls: 0.0306, s2.acc: 95.3035, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0085 +2025-06-27 10:44:50,097 - mmdet - INFO - Epoch [29][7200/7330] lr: 1.000e-05, eta: 14:43:55, time: 1.170, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1432, s0.acc: 94.7939, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2173, s1.loss_cls: 0.0648, s1.acc: 95.1878, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1085, s2.loss_cls: 0.0314, s2.acc: 95.2295, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0513, loss: 1.0306 +2025-06-27 10:45:41,144 - mmdet - INFO - Epoch [29][7250/7330] lr: 1.000e-05, eta: 14:43:04, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1372, s0.acc: 95.0442, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2165, s1.loss_cls: 0.0620, s1.acc: 95.4228, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1082, s2.loss_cls: 0.0302, s2.acc: 95.4290, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0511, loss: 1.0035 +2025-06-27 10:46:32,924 - mmdet - INFO - Epoch [29][7300/7330] lr: 1.000e-05, eta: 14:42:12, time: 1.036, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1503, s0.acc: 94.4177, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2187, s1.loss_cls: 0.0685, s1.acc: 94.8216, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1102, s2.loss_cls: 0.0335, s2.acc: 94.8711, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0521, loss: 1.0806 +2025-06-27 10:47:11,754 - mmdet - INFO - Saving checkpoint at 29 epochs +2025-06-27 10:50:20,360 - mmdet - INFO - Evaluating bbox... +2025-06-27 10:50:51,687 - mmdet - INFO - Evaluating segm... +2025-06-27 10:51:22,340 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 10:51:22,341 - mmdet - INFO - Epoch(val) [29][7330] bbox_mAP: 0.4970, bbox_mAP_50: 0.6860, bbox_mAP_75: 0.5420, bbox_mAP_s: 0.3330, bbox_mAP_m: 0.5260, bbox_mAP_l: 0.6510, bbox_mAP_copypaste: 0.497 0.686 0.542 0.333 0.526 0.651, segm_mAP: 0.4310, segm_mAP_50: 0.6610, segm_mAP_75: 0.4660, segm_mAP_s: 0.2670, segm_mAP_m: 0.4620, segm_mAP_l: 0.5860, segm_mAP_copypaste: 0.431 0.661 0.466 0.267 0.462 0.586 +2025-06-27 10:53:36,839 - mmdet - INFO - Epoch [30][50/7330] lr: 1.000e-05, eta: 14:41:02, time: 2.689, data_time: 1.595, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1393, s0.acc: 94.9644, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2127, s1.loss_cls: 0.0627, s1.acc: 95.3785, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1071, s2.loss_cls: 0.0309, s2.acc: 95.3544, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0509, loss: 1.0179 +2025-06-27 10:54:29,585 - mmdet - INFO - Epoch [30][100/7330] lr: 1.000e-05, eta: 14:40:11, time: 1.055, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1409, s0.acc: 94.8848, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2133, s1.loss_cls: 0.0644, s1.acc: 95.2338, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1071, s2.loss_cls: 0.0313, s2.acc: 95.2923, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0506, loss: 1.0120 +2025-06-27 10:55:22,254 - mmdet - INFO - Epoch [30][150/7330] lr: 1.000e-05, eta: 14:39:20, time: 1.053, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1353, s0.acc: 95.0552, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2135, s1.loss_cls: 0.0609, s1.acc: 95.3931, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1086, s2.loss_cls: 0.0302, s2.acc: 95.3747, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0513, loss: 1.0006 +2025-06-27 10:56:22,001 - mmdet - INFO - Epoch [30][200/7330] lr: 1.000e-05, eta: 14:38:30, time: 1.195, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1419, s0.acc: 94.8853, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2211, s1.loss_cls: 0.0654, s1.acc: 95.1823, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1109, s2.loss_cls: 0.0318, s2.acc: 95.1830, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0523, loss: 1.0338 +2025-06-27 10:57:21,596 - mmdet - INFO - Epoch [30][250/7330] lr: 1.000e-05, eta: 14:37:41, time: 1.192, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1441, s0.acc: 94.8015, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2146, s1.loss_cls: 0.0648, s1.acc: 95.2123, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1075, s2.loss_cls: 0.0320, s2.acc: 95.1092, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0506, loss: 1.0420 +2025-06-27 10:58:14,014 - mmdet - INFO - Epoch [30][300/7330] lr: 1.000e-05, eta: 14:36:49, time: 1.048, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1357, s0.acc: 95.0491, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2095, s1.loss_cls: 0.0627, s1.acc: 95.3405, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1060, s2.loss_cls: 0.0303, s2.acc: 95.3741, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0501, loss: 0.9920 +2025-06-27 10:59:04,326 - mmdet - INFO - Epoch [30][350/7330] lr: 1.000e-05, eta: 14:35:57, time: 1.006, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1356, s0.acc: 95.0361, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2145, s1.loss_cls: 0.0602, s1.acc: 95.4792, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1071, s2.loss_cls: 0.0296, s2.acc: 95.4931, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0506, loss: 0.9987 +2025-06-27 10:59:55,241 - mmdet - INFO - Epoch [30][400/7330] lr: 1.000e-05, eta: 14:35:06, time: 1.018, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1486, s0.acc: 94.5830, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2207, s1.loss_cls: 0.0669, s1.acc: 95.0052, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1094, s2.loss_cls: 0.0325, s2.acc: 94.9973, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0514, loss: 1.0581 +2025-06-27 11:00:45,011 - mmdet - INFO - Epoch [30][450/7330] lr: 1.000e-05, eta: 14:34:14, time: 0.995, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1371, s0.acc: 95.0244, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2141, s1.loss_cls: 0.0607, s1.acc: 95.5022, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1083, s2.loss_cls: 0.0300, s2.acc: 95.3779, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0098 +2025-06-27 11:01:37,198 - mmdet - INFO - Epoch [30][500/7330] lr: 1.000e-05, eta: 14:33:22, time: 1.044, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1296, s0.acc: 95.1599, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2151, s1.loss_cls: 0.0587, s1.acc: 95.5206, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1082, s2.loss_cls: 0.0290, s2.acc: 95.5338, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0513, loss: 0.9879 +2025-06-27 11:02:27,295 - mmdet - INFO - Epoch [30][550/7330] lr: 1.000e-05, eta: 14:32:30, time: 1.002, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1462, s0.acc: 94.8181, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2218, s1.loss_cls: 0.0664, s1.acc: 95.1863, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1110, s2.loss_cls: 0.0317, s2.acc: 95.2397, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0526, loss: 1.0433 +2025-06-27 11:03:22,267 - mmdet - INFO - Epoch [30][600/7330] lr: 1.000e-05, eta: 14:31:39, time: 1.099, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1326, s0.acc: 95.1885, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2109, s1.loss_cls: 0.0594, s1.acc: 95.6139, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1065, s2.loss_cls: 0.0290, s2.acc: 95.6169, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0505, loss: 0.9815 +2025-06-27 11:04:21,833 - mmdet - INFO - Epoch [30][650/7330] lr: 1.000e-05, eta: 14:30:50, time: 1.191, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1303, s0.acc: 95.2034, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2116, s1.loss_cls: 0.0591, s1.acc: 95.5239, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1061, s2.loss_cls: 0.0294, s2.acc: 95.4137, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0497, loss: 0.9832 +2025-06-27 11:05:11,290 - mmdet - INFO - Epoch [30][700/7330] lr: 1.000e-05, eta: 14:29:58, time: 0.989, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1339, s0.acc: 95.1162, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2137, s1.loss_cls: 0.0607, s1.acc: 95.5564, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1074, s2.loss_cls: 0.0299, s2.acc: 95.5386, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0507, loss: 0.9966 +2025-06-27 11:06:03,305 - mmdet - INFO - Epoch [30][750/7330] lr: 1.000e-05, eta: 14:29:06, time: 1.040, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1384, s0.acc: 94.9482, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2196, s1.loss_cls: 0.0629, s1.acc: 95.3166, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1099, s2.loss_cls: 0.0306, s2.acc: 95.2608, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0520, loss: 1.0219 +2025-06-27 11:06:52,732 - mmdet - INFO - Epoch [30][800/7330] lr: 1.000e-05, eta: 14:28:14, time: 0.988, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1354, s0.acc: 95.1487, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2069, s1.loss_cls: 0.0612, s1.acc: 95.5327, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1049, s2.loss_cls: 0.0296, s2.acc: 95.5544, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0498, loss: 0.9770 +2025-06-27 11:07:42,120 - mmdet - INFO - Epoch [30][850/7330] lr: 1.000e-05, eta: 14:27:22, time: 0.988, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1352, s0.acc: 95.0986, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2122, s1.loss_cls: 0.0609, s1.acc: 95.4764, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1061, s2.loss_cls: 0.0301, s2.acc: 95.4430, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0505, loss: 1.0011 +2025-06-27 11:08:33,921 - mmdet - INFO - Epoch [30][900/7330] lr: 1.000e-05, eta: 14:26:31, time: 1.036, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1426, s0.acc: 94.8794, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2183, s1.loss_cls: 0.0633, s1.acc: 95.3240, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1096, s2.loss_cls: 0.0305, s2.acc: 95.4098, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0518, loss: 1.0265 +2025-06-27 11:09:23,888 - mmdet - INFO - Epoch [30][950/7330] lr: 1.000e-05, eta: 14:25:39, time: 0.999, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1447, s0.acc: 94.6951, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2171, s1.loss_cls: 0.0651, s1.acc: 95.1717, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1099, s2.loss_cls: 0.0317, s2.acc: 95.1388, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0521, loss: 1.0381 +2025-06-27 11:10:17,474 - mmdet - INFO - Epoch [30][1000/7330] lr: 1.000e-05, eta: 14:24:48, time: 1.072, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1282, s0.acc: 95.3503, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2068, s1.loss_cls: 0.0573, s1.acc: 95.7550, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1054, s2.loss_cls: 0.0286, s2.acc: 95.6327, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0497, loss: 0.9543 +2025-06-27 11:11:14,924 - mmdet - INFO - Epoch [30][1050/7330] lr: 1.000e-05, eta: 14:23:57, time: 1.149, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1401, s0.acc: 94.8884, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2167, s1.loss_cls: 0.0631, s1.acc: 95.2818, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1106, s2.loss_cls: 0.0308, s2.acc: 95.3667, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0522, loss: 1.0302 +2025-06-27 11:12:06,287 - mmdet - INFO - Epoch [30][1100/7330] lr: 1.000e-05, eta: 14:23:06, time: 1.027, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1374, s0.acc: 94.9634, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2170, s1.loss_cls: 0.0625, s1.acc: 95.3431, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1092, s2.loss_cls: 0.0304, s2.acc: 95.3725, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0135 +2025-06-27 11:12:57,912 - mmdet - INFO - Epoch [30][1150/7330] lr: 1.000e-05, eta: 14:22:14, time: 1.033, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1327, s0.acc: 95.2573, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2138, s1.loss_cls: 0.0599, s1.acc: 95.5880, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1064, s2.loss_cls: 0.0294, s2.acc: 95.5879, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0499, loss: 0.9842 +2025-06-27 11:13:47,249 - mmdet - INFO - Epoch [30][1200/7330] lr: 1.000e-05, eta: 14:21:22, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1422, s0.acc: 94.8337, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2129, s1.loss_cls: 0.0646, s1.acc: 95.2272, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1076, s2.loss_cls: 0.0316, s2.acc: 95.2502, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 1.0220 +2025-06-27 11:14:36,108 - mmdet - INFO - Epoch [30][1250/7330] lr: 1.000e-05, eta: 14:20:30, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1343, s0.acc: 95.1155, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2138, s1.loss_cls: 0.0609, s1.acc: 95.5266, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1076, s2.loss_cls: 0.0299, s2.acc: 95.4827, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 1.0047 +2025-06-27 11:15:27,522 - mmdet - INFO - Epoch [30][1300/7330] lr: 1.000e-05, eta: 14:19:38, time: 1.028, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1367, s0.acc: 95.0432, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2157, s1.loss_cls: 0.0614, s1.acc: 95.4787, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1080, s2.loss_cls: 0.0300, s2.acc: 95.4838, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0510, loss: 1.0032 +2025-06-27 11:16:17,109 - mmdet - INFO - Epoch [30][1350/7330] lr: 1.000e-05, eta: 14:18:46, time: 0.991, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1383, s0.acc: 94.9155, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2150, s1.loss_cls: 0.0624, s1.acc: 95.3116, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1078, s2.loss_cls: 0.0304, s2.acc: 95.3277, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0507, loss: 1.0001 +2025-06-27 11:17:05,871 - mmdet - INFO - Epoch [30][1400/7330] lr: 1.000e-05, eta: 14:17:54, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1345, s0.acc: 95.2200, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2123, s1.loss_cls: 0.0604, s1.acc: 95.6094, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1071, s2.loss_cls: 0.0300, s2.acc: 95.6207, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0507, loss: 0.9962 +2025-06-27 11:18:06,361 - mmdet - INFO - Epoch [30][1450/7330] lr: 1.000e-05, eta: 14:17:05, time: 1.210, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1335, s0.acc: 95.1704, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2123, s1.loss_cls: 0.0611, s1.acc: 95.4607, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1082, s2.loss_cls: 0.0299, s2.acc: 95.4879, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0516, loss: 0.9923 +2025-06-27 11:19:00,298 - mmdet - INFO - Epoch [30][1500/7330] lr: 1.000e-05, eta: 14:16:14, time: 1.078, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1384, s0.acc: 95.0010, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2174, s1.loss_cls: 0.0627, s1.acc: 95.4325, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1088, s2.loss_cls: 0.0304, s2.acc: 95.4208, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0515, loss: 1.0119 +2025-06-27 11:19:52,564 - mmdet - INFO - Epoch [30][1550/7330] lr: 1.000e-05, eta: 14:15:22, time: 1.046, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1443, s0.acc: 94.7146, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2165, s1.loss_cls: 0.0663, s1.acc: 95.0825, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1084, s2.loss_cls: 0.0321, s2.acc: 95.1117, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0341 +2025-06-27 11:20:41,598 - mmdet - INFO - Epoch [30][1600/7330] lr: 1.000e-05, eta: 14:14:30, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1411, s0.acc: 94.8333, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2195, s1.loss_cls: 0.0643, s1.acc: 95.1595, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1094, s2.loss_cls: 0.0316, s2.acc: 95.2096, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0471 +2025-06-27 11:21:31,037 - mmdet - INFO - Epoch [30][1650/7330] lr: 1.000e-05, eta: 14:13:38, time: 0.988, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1427, s0.acc: 94.7869, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2218, s1.loss_cls: 0.0647, s1.acc: 95.2301, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1116, s2.loss_cls: 0.0312, s2.acc: 95.2625, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0529, loss: 1.0465 +2025-06-27 11:22:22,339 - mmdet - INFO - Epoch [30][1700/7330] lr: 1.000e-05, eta: 14:12:46, time: 1.026, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1409, s0.acc: 94.8489, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2170, s1.loss_cls: 0.0624, s1.acc: 95.3251, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1092, s2.loss_cls: 0.0306, s2.acc: 95.3671, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0519, loss: 1.0203 +2025-06-27 11:23:11,041 - mmdet - INFO - Epoch [30][1750/7330] lr: 1.000e-05, eta: 14:11:54, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1444, s0.acc: 94.7458, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2186, s1.loss_cls: 0.0636, s1.acc: 95.3209, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1099, s2.loss_cls: 0.0309, s2.acc: 95.3520, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0523, loss: 1.0429 +2025-06-27 11:23:59,816 - mmdet - INFO - Epoch [30][1800/7330] lr: 1.000e-05, eta: 14:11:02, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1406, s0.acc: 94.9192, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2151, s1.loss_cls: 0.0637, s1.acc: 95.3162, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1091, s2.loss_cls: 0.0312, s2.acc: 95.3064, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0517, loss: 1.0156 +2025-06-27 11:24:53,624 - mmdet - INFO - Epoch [30][1850/7330] lr: 1.000e-05, eta: 14:10:11, time: 1.076, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1358, s0.acc: 95.0432, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2139, s1.loss_cls: 0.0619, s1.acc: 95.3759, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1077, s2.loss_cls: 0.0302, s2.acc: 95.4171, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0507, loss: 0.9984 +2025-06-27 11:25:52,984 - mmdet - INFO - Epoch [30][1900/7330] lr: 1.000e-05, eta: 14:09:21, time: 1.187, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1397, s0.acc: 94.8093, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2190, s1.loss_cls: 0.0624, s1.acc: 95.2225, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1102, s2.loss_cls: 0.0305, s2.acc: 95.1798, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0517, loss: 1.0344 +2025-06-27 11:26:41,805 - mmdet - INFO - Epoch [30][1950/7330] lr: 1.000e-05, eta: 14:08:29, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1403, s0.acc: 94.8123, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2148, s1.loss_cls: 0.0631, s1.acc: 95.2284, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1078, s2.loss_cls: 0.0309, s2.acc: 95.1728, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0510, loss: 1.0225 +2025-06-27 11:27:33,661 - mmdet - INFO - Epoch [30][2000/7330] lr: 1.000e-05, eta: 14:07:37, time: 1.037, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1418, s0.acc: 94.9243, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2115, s1.loss_cls: 0.0645, s1.acc: 95.2415, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1064, s2.loss_cls: 0.0316, s2.acc: 95.2148, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0505, loss: 1.0175 +2025-06-27 11:28:22,722 - mmdet - INFO - Epoch [30][2050/7330] lr: 1.000e-05, eta: 14:06:45, time: 0.981, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1378, s0.acc: 94.9297, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2148, s1.loss_cls: 0.0624, s1.acc: 95.3366, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1079, s2.loss_cls: 0.0305, s2.acc: 95.2987, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0176 +2025-06-27 11:29:11,178 - mmdet - INFO - Epoch [30][2100/7330] lr: 1.000e-05, eta: 14:05:53, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1442, s0.acc: 94.7244, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2182, s1.loss_cls: 0.0649, s1.acc: 95.1979, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1089, s2.loss_cls: 0.0316, s2.acc: 95.2168, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0513, loss: 1.0385 +2025-06-27 11:30:02,694 - mmdet - INFO - Epoch [30][2150/7330] lr: 1.000e-05, eta: 14:05:01, time: 1.030, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1332, s0.acc: 95.1680, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2116, s1.loss_cls: 0.0607, s1.acc: 95.5854, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1067, s2.loss_cls: 0.0293, s2.acc: 95.5846, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0504, loss: 0.9854 +2025-06-27 11:30:51,207 - mmdet - INFO - Epoch [30][2200/7330] lr: 1.000e-05, eta: 14:04:09, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1320, s0.acc: 95.1863, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2094, s1.loss_cls: 0.0588, s1.acc: 95.6364, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1065, s2.loss_cls: 0.0295, s2.acc: 95.5835, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 0.9841 +2025-06-27 11:31:45,227 - mmdet - INFO - Epoch [30][2250/7330] lr: 1.000e-05, eta: 14:03:18, time: 1.080, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1347, s0.acc: 95.0496, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2120, s1.loss_cls: 0.0604, s1.acc: 95.4600, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1062, s2.loss_cls: 0.0295, s2.acc: 95.5049, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0505, loss: 0.9914 +2025-06-27 11:32:41,854 - mmdet - INFO - Epoch [30][2300/7330] lr: 1.000e-05, eta: 14:02:28, time: 1.133, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1310, s0.acc: 95.2336, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2078, s1.loss_cls: 0.0591, s1.acc: 95.5700, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1048, s2.loss_cls: 0.0290, s2.acc: 95.5643, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9672 +2025-06-27 11:33:33,100 - mmdet - INFO - Epoch [30][2350/7330] lr: 1.000e-05, eta: 14:01:36, time: 1.025, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1416, s0.acc: 94.7822, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2178, s1.loss_cls: 0.0654, s1.acc: 95.1273, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1101, s2.loss_cls: 0.0320, s2.acc: 95.1277, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0521, loss: 1.0372 +2025-06-27 11:34:24,750 - mmdet - INFO - Epoch [30][2400/7330] lr: 1.000e-05, eta: 14:00:44, time: 1.033, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1462, s0.acc: 94.7395, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2236, s1.loss_cls: 0.0664, s1.acc: 95.1231, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1106, s2.loss_cls: 0.0320, s2.acc: 95.1741, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0522, loss: 1.0542 +2025-06-27 11:35:14,296 - mmdet - INFO - Epoch [30][2450/7330] lr: 1.000e-05, eta: 13:59:52, time: 0.991, data_time: 0.040, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1447, s0.acc: 94.6819, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2224, s1.loss_cls: 0.0647, s1.acc: 95.1873, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1113, s2.loss_cls: 0.0317, s2.acc: 95.1800, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0524, loss: 1.0505 +2025-06-27 11:36:03,018 - mmdet - INFO - Epoch [30][2500/7330] lr: 1.000e-05, eta: 13:59:00, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1426, s0.acc: 94.8848, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2163, s1.loss_cls: 0.0653, s1.acc: 95.1980, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1082, s2.loss_cls: 0.0314, s2.acc: 95.2637, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0509, loss: 1.0255 +2025-06-27 11:36:54,887 - mmdet - INFO - Epoch [30][2550/7330] lr: 1.000e-05, eta: 13:58:09, time: 1.037, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1486, s0.acc: 94.6089, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2158, s1.loss_cls: 0.0672, s1.acc: 94.9970, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1089, s2.loss_cls: 0.0329, s2.acc: 95.0180, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0480 +2025-06-27 11:37:43,556 - mmdet - INFO - Epoch [30][2600/7330] lr: 1.000e-05, eta: 13:57:16, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1375, s0.acc: 94.9351, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2165, s1.loss_cls: 0.0625, s1.acc: 95.3428, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1089, s2.loss_cls: 0.0305, s2.acc: 95.2799, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0514, loss: 1.0139 +2025-06-27 11:38:32,295 - mmdet - INFO - Epoch [30][2650/7330] lr: 1.000e-05, eta: 13:56:24, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1394, s0.acc: 94.9094, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2210, s1.loss_cls: 0.0620, s1.acc: 95.3319, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1114, s2.loss_cls: 0.0303, s2.acc: 95.2576, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0526, loss: 1.0299 +2025-06-27 11:39:31,356 - mmdet - INFO - Epoch [30][2700/7330] lr: 1.000e-05, eta: 13:55:34, time: 1.181, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1404, s0.acc: 94.9131, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2160, s1.loss_cls: 0.0630, s1.acc: 95.3237, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1081, s2.loss_cls: 0.0305, s2.acc: 95.4370, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0510, loss: 1.0246 +2025-06-27 11:40:25,995 - mmdet - INFO - Epoch [30][2750/7330] lr: 1.000e-05, eta: 13:54:43, time: 1.093, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1390, s0.acc: 94.9785, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2107, s1.loss_cls: 0.0626, s1.acc: 95.3917, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1062, s2.loss_cls: 0.0307, s2.acc: 95.3131, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0504, loss: 1.0054 +2025-06-27 11:41:17,082 - mmdet - INFO - Epoch [30][2800/7330] lr: 1.000e-05, eta: 13:53:52, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1370, s0.acc: 95.0684, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2155, s1.loss_cls: 0.0634, s1.acc: 95.4134, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1087, s2.loss_cls: 0.0309, s2.acc: 95.3242, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0512, loss: 1.0134 +2025-06-27 11:42:06,029 - mmdet - INFO - Epoch [30][2850/7330] lr: 1.000e-05, eta: 13:53:00, time: 0.978, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1386, s0.acc: 94.9092, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2150, s1.loss_cls: 0.0621, s1.acc: 95.4131, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1085, s2.loss_cls: 0.0301, s2.acc: 95.3998, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0123 +2025-06-27 11:42:54,956 - mmdet - INFO - Epoch [30][2900/7330] lr: 1.000e-05, eta: 13:52:07, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1426, s0.acc: 94.7935, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2163, s1.loss_cls: 0.0647, s1.acc: 95.2038, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1092, s2.loss_cls: 0.0315, s2.acc: 95.1388, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0517, loss: 1.0384 +2025-06-27 11:43:46,632 - mmdet - INFO - Epoch [30][2950/7330] lr: 1.000e-05, eta: 13:51:16, time: 1.034, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1344, s0.acc: 95.1545, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2108, s1.loss_cls: 0.0596, s1.acc: 95.6741, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1075, s2.loss_cls: 0.0296, s2.acc: 95.6001, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0508, loss: 0.9911 +2025-06-27 11:44:34,905 - mmdet - INFO - Epoch [30][3000/7330] lr: 1.000e-05, eta: 13:50:24, time: 0.965, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1364, s0.acc: 95.0508, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2104, s1.loss_cls: 0.0613, s1.acc: 95.4992, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1063, s2.loss_cls: 0.0301, s2.acc: 95.4741, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0503, loss: 0.9884 +2025-06-27 11:45:23,296 - mmdet - INFO - Epoch [30][3050/7330] lr: 1.000e-05, eta: 13:49:31, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1331, s0.acc: 95.1406, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2095, s1.loss_cls: 0.0609, s1.acc: 95.4054, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1057, s2.loss_cls: 0.0302, s2.acc: 95.3243, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0498, loss: 0.9834 +2025-06-27 11:46:18,765 - mmdet - INFO - Epoch [30][3100/7330] lr: 1.000e-05, eta: 13:48:41, time: 1.109, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1366, s0.acc: 95.0244, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2072, s1.loss_cls: 0.0624, s1.acc: 95.3867, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1041, s2.loss_cls: 0.0299, s2.acc: 95.4689, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9805 +2025-06-27 11:47:15,727 - mmdet - INFO - Epoch [30][3150/7330] lr: 1.000e-05, eta: 13:47:50, time: 1.139, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1377, s0.acc: 94.8833, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2166, s1.loss_cls: 0.0634, s1.acc: 95.1414, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1089, s2.loss_cls: 0.0311, s2.acc: 95.1828, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0517, loss: 1.0212 +2025-06-27 11:48:05,305 - mmdet - INFO - Epoch [30][3200/7330] lr: 1.000e-05, eta: 13:46:58, time: 0.992, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1421, s0.acc: 94.8474, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2163, s1.loss_cls: 0.0646, s1.acc: 95.1888, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1095, s2.loss_cls: 0.0314, s2.acc: 95.1875, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0522, loss: 1.0258 +2025-06-27 11:48:55,982 - mmdet - INFO - Epoch [30][3250/7330] lr: 1.000e-05, eta: 13:46:07, time: 1.013, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1360, s0.acc: 94.9883, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2180, s1.loss_cls: 0.0618, s1.acc: 95.4057, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1095, s2.loss_cls: 0.0307, s2.acc: 95.3609, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0207 +2025-06-27 11:49:45,358 - mmdet - INFO - Epoch [30][3300/7330] lr: 1.000e-05, eta: 13:45:14, time: 0.988, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1423, s0.acc: 94.8621, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2169, s1.loss_cls: 0.0643, s1.acc: 95.2631, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1092, s2.loss_cls: 0.0314, s2.acc: 95.2501, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0318 +2025-06-27 11:50:33,566 - mmdet - INFO - Epoch [30][3350/7330] lr: 1.000e-05, eta: 13:44:22, time: 0.964, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1358, s0.acc: 95.0950, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2170, s1.loss_cls: 0.0609, s1.acc: 95.5408, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1095, s2.loss_cls: 0.0299, s2.acc: 95.5400, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0521, loss: 1.0062 +2025-06-27 11:51:24,742 - mmdet - INFO - Epoch [30][3400/7330] lr: 1.000e-05, eta: 13:43:31, time: 1.023, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1439, s0.acc: 94.7039, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2209, s1.loss_cls: 0.0656, s1.acc: 95.1579, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1102, s2.loss_cls: 0.0317, s2.acc: 95.1184, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0465 +2025-06-27 11:52:13,947 - mmdet - INFO - Epoch [30][3450/7330] lr: 1.000e-05, eta: 13:42:38, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1389, s0.acc: 95.0356, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2138, s1.loss_cls: 0.0622, s1.acc: 95.4377, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1071, s2.loss_cls: 0.0306, s2.acc: 95.3730, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 1.0103 +2025-06-27 11:53:07,445 - mmdet - INFO - Epoch [30][3500/7330] lr: 1.000e-05, eta: 13:41:47, time: 1.070, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1373, s0.acc: 95.0044, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2093, s1.loss_cls: 0.0614, s1.acc: 95.4151, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1060, s2.loss_cls: 0.0300, s2.acc: 95.4438, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0504, loss: 1.0018 +2025-06-27 11:54:05,025 - mmdet - INFO - Epoch [30][3550/7330] lr: 1.000e-05, eta: 13:40:57, time: 1.152, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1318, s0.acc: 95.1309, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2092, s1.loss_cls: 0.0598, s1.acc: 95.5030, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1064, s2.loss_cls: 0.0295, s2.acc: 95.5131, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0504, loss: 0.9852 +2025-06-27 11:54:56,895 - mmdet - INFO - Epoch [30][3600/7330] lr: 1.000e-05, eta: 13:40:06, time: 1.038, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1329, s0.acc: 95.1909, s0.loss_bbox: 0.2056, s0.loss_mask: 0.2055, s1.loss_cls: 0.0593, s1.acc: 95.6129, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1041, s2.loss_cls: 0.0293, s2.acc: 95.6546, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0493, loss: 0.9720 +2025-06-27 11:55:48,348 - mmdet - INFO - Epoch [30][3650/7330] lr: 1.000e-05, eta: 13:39:14, time: 1.029, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1366, s0.acc: 95.0857, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2096, s1.loss_cls: 0.0623, s1.acc: 95.4331, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1069, s2.loss_cls: 0.0304, s2.acc: 95.4064, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0506, loss: 0.9972 +2025-06-27 11:56:37,794 - mmdet - INFO - Epoch [30][3700/7330] lr: 1.000e-05, eta: 13:38:22, time: 0.989, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1441, s0.acc: 94.8003, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2153, s1.loss_cls: 0.0646, s1.acc: 95.2274, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1068, s2.loss_cls: 0.0316, s2.acc: 95.1935, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0502, loss: 1.0246 +2025-06-27 11:57:26,852 - mmdet - INFO - Epoch [30][3750/7330] lr: 1.000e-05, eta: 13:37:30, time: 0.981, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1381, s0.acc: 94.9468, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2130, s1.loss_cls: 0.0619, s1.acc: 95.3769, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1080, s2.loss_cls: 0.0310, s2.acc: 95.2873, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0214 +2025-06-27 11:58:17,889 - mmdet - INFO - Epoch [30][3800/7330] lr: 1.000e-05, eta: 13:36:38, time: 1.020, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1429, s0.acc: 94.8335, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2117, s1.loss_cls: 0.0644, s1.acc: 95.2062, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1065, s2.loss_cls: 0.0316, s2.acc: 95.1988, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0505, loss: 1.0186 +2025-06-27 11:59:07,007 - mmdet - INFO - Epoch [30][3850/7330] lr: 1.000e-05, eta: 13:35:46, time: 0.983, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1398, s0.acc: 94.8672, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2121, s1.loss_cls: 0.0638, s1.acc: 95.2809, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1071, s2.loss_cls: 0.0310, s2.acc: 95.2376, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 1.0149 +2025-06-27 11:59:58,312 - mmdet - INFO - Epoch [30][3900/7330] lr: 1.000e-05, eta: 13:34:54, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1367, s0.acc: 95.0457, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2103, s1.loss_cls: 0.0618, s1.acc: 95.3866, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1056, s2.loss_cls: 0.0301, s2.acc: 95.3890, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0497, loss: 0.9984 +2025-06-27 12:00:54,943 - mmdet - INFO - Epoch [30][3950/7330] lr: 1.000e-05, eta: 13:34:04, time: 1.132, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1368, s0.acc: 95.0139, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2133, s1.loss_cls: 0.0618, s1.acc: 95.4283, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1073, s2.loss_cls: 0.0303, s2.acc: 95.3777, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0507, loss: 0.9992 +2025-06-27 12:01:49,027 - mmdet - INFO - Epoch [30][4000/7330] lr: 1.000e-05, eta: 13:33:13, time: 1.082, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1451, s0.acc: 94.7815, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2170, s1.loss_cls: 0.0657, s1.acc: 95.0995, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1089, s2.loss_cls: 0.0316, s2.acc: 95.2518, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0512, loss: 1.0390 +2025-06-27 12:02:40,456 - mmdet - INFO - Epoch [30][4050/7330] lr: 1.000e-05, eta: 13:32:21, time: 1.029, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1357, s0.acc: 95.0276, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2111, s1.loss_cls: 0.0625, s1.acc: 95.4039, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1066, s2.loss_cls: 0.0302, s2.acc: 95.3819, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0505, loss: 0.9948 +2025-06-27 12:03:28,536 - mmdet - INFO - Epoch [30][4100/7330] lr: 1.000e-05, eta: 13:31:29, time: 0.961, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1320, s0.acc: 95.1331, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2142, s1.loss_cls: 0.0602, s1.acc: 95.4905, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1079, s2.loss_cls: 0.0293, s2.acc: 95.4648, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0511, loss: 0.9855 +2025-06-27 12:04:16,902 - mmdet - INFO - Epoch [30][4150/7330] lr: 1.000e-05, eta: 13:30:37, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1280, s0.acc: 95.2605, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2122, s1.loss_cls: 0.0589, s1.acc: 95.5579, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1071, s2.loss_cls: 0.0290, s2.acc: 95.4908, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0510, loss: 0.9759 +2025-06-27 12:05:08,289 - mmdet - INFO - Epoch [30][4200/7330] lr: 1.000e-05, eta: 13:29:45, time: 1.028, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1421, s0.acc: 94.8708, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2183, s1.loss_cls: 0.0641, s1.acc: 95.2284, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1090, s2.loss_cls: 0.0311, s2.acc: 95.2820, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0511, loss: 1.0281 +2025-06-27 12:05:57,205 - mmdet - INFO - Epoch [30][4250/7330] lr: 1.000e-05, eta: 13:28:53, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0311, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1466, s0.acc: 94.5857, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2177, s1.loss_cls: 0.0662, s1.acc: 95.0017, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1090, s2.loss_cls: 0.0325, s2.acc: 94.9758, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0515, loss: 1.0504 +2025-06-27 12:06:46,229 - mmdet - INFO - Epoch [30][4300/7330] lr: 1.000e-05, eta: 13:28:01, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1406, s0.acc: 94.8130, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2185, s1.loss_cls: 0.0644, s1.acc: 95.1846, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1093, s2.loss_cls: 0.0313, s2.acc: 95.1893, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0518, loss: 1.0260 +2025-06-27 12:07:42,113 - mmdet - INFO - Epoch [30][4350/7330] lr: 1.000e-05, eta: 13:27:10, time: 1.118, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1426, s0.acc: 94.9150, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2154, s1.loss_cls: 0.0644, s1.acc: 95.3088, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1079, s2.loss_cls: 0.0313, s2.acc: 95.2641, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0505, loss: 1.0195 +2025-06-27 12:08:39,665 - mmdet - INFO - Epoch [30][4400/7330] lr: 1.000e-05, eta: 13:26:20, time: 1.151, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1358, s0.acc: 95.0981, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2141, s1.loss_cls: 0.0615, s1.acc: 95.4128, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1074, s2.loss_cls: 0.0301, s2.acc: 95.4752, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0507, loss: 1.0071 +2025-06-27 12:09:28,749 - mmdet - INFO - Epoch [30][4450/7330] lr: 1.000e-05, eta: 13:25:28, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1460, s0.acc: 94.6248, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2201, s1.loss_cls: 0.0663, s1.acc: 95.0375, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1102, s2.loss_cls: 0.0329, s2.acc: 94.9646, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0495 +2025-06-27 12:10:19,830 - mmdet - INFO - Epoch [30][4500/7330] lr: 1.000e-05, eta: 13:24:36, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1366, s0.acc: 94.9922, s0.loss_bbox: 0.2133, s0.loss_mask: 0.2076, s1.loss_cls: 0.0622, s1.acc: 95.3757, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1049, s2.loss_cls: 0.0306, s2.acc: 95.3695, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9899 +2025-06-27 12:11:08,322 - mmdet - INFO - Epoch [30][4550/7330] lr: 1.000e-05, eta: 13:23:44, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1453, s0.acc: 94.7412, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2141, s1.loss_cls: 0.0657, s1.acc: 95.1565, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1082, s2.loss_cls: 0.0318, s2.acc: 95.1991, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0512, loss: 1.0283 +2025-06-27 12:11:57,003 - mmdet - INFO - Epoch [30][4600/7330] lr: 1.000e-05, eta: 13:22:52, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1421, s0.acc: 94.7612, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2145, s1.loss_cls: 0.0633, s1.acc: 95.2471, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1087, s2.loss_cls: 0.0310, s2.acc: 95.2946, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0512, loss: 1.0265 +2025-06-27 12:12:48,252 - mmdet - INFO - Epoch [30][4650/7330] lr: 1.000e-05, eta: 13:22:00, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1351, s0.acc: 95.1152, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2174, s1.loss_cls: 0.0610, s1.acc: 95.5253, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1101, s2.loss_cls: 0.0302, s2.acc: 95.5718, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0524, loss: 1.0028 +2025-06-27 12:13:37,490 - mmdet - INFO - Epoch [30][4700/7330] lr: 1.000e-05, eta: 13:21:08, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1418, s0.acc: 94.8511, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2138, s1.loss_cls: 0.0638, s1.acc: 95.2490, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1074, s2.loss_cls: 0.0315, s2.acc: 95.2328, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0223 +2025-06-27 12:14:31,631 - mmdet - INFO - Epoch [30][4750/7330] lr: 1.000e-05, eta: 13:20:17, time: 1.082, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1450, s0.acc: 94.7327, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2186, s1.loss_cls: 0.0648, s1.acc: 95.1719, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1099, s2.loss_cls: 0.0315, s2.acc: 95.1925, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0400 +2025-06-27 12:15:27,590 - mmdet - INFO - Epoch [30][4800/7330] lr: 1.000e-05, eta: 13:19:26, time: 1.119, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1341, s0.acc: 95.1121, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2155, s1.loss_cls: 0.0602, s1.acc: 95.5775, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1081, s2.loss_cls: 0.0295, s2.acc: 95.5923, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0002 +2025-06-27 12:16:18,158 - mmdet - INFO - Epoch [30][4850/7330] lr: 1.000e-05, eta: 13:18:35, time: 1.011, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1310, s0.acc: 95.2239, s0.loss_bbox: 0.2046, s0.loss_mask: 0.2099, s1.loss_cls: 0.0594, s1.acc: 95.6141, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1058, s2.loss_cls: 0.0292, s2.acc: 95.5362, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0501, loss: 0.9735 +2025-06-27 12:17:09,925 - mmdet - INFO - Epoch [30][4900/7330] lr: 1.000e-05, eta: 13:17:43, time: 1.035, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1398, s0.acc: 94.9431, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2106, s1.loss_cls: 0.0624, s1.acc: 95.3499, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1060, s2.loss_cls: 0.0303, s2.acc: 95.3674, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0503, loss: 1.0086 +2025-06-27 12:17:59,188 - mmdet - INFO - Epoch [30][4950/7330] lr: 1.000e-05, eta: 13:16:51, time: 0.986, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1459, s0.acc: 94.7769, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2171, s1.loss_cls: 0.0664, s1.acc: 95.1743, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1097, s2.loss_cls: 0.0325, s2.acc: 95.1621, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0407 +2025-06-27 12:18:47,498 - mmdet - INFO - Epoch [30][5000/7330] lr: 1.000e-05, eta: 13:15:59, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1372, s0.acc: 94.9438, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2169, s1.loss_cls: 0.0622, s1.acc: 95.3118, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1089, s2.loss_cls: 0.0305, s2.acc: 95.2162, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0522, loss: 1.0096 +2025-06-27 12:19:38,715 - mmdet - INFO - Epoch [30][5050/7330] lr: 1.000e-05, eta: 13:15:07, time: 1.024, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1409, s0.acc: 94.9023, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2142, s1.loss_cls: 0.0636, s1.acc: 95.2677, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1075, s2.loss_cls: 0.0312, s2.acc: 95.2337, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0508, loss: 1.0208 +2025-06-27 12:20:27,947 - mmdet - INFO - Epoch [30][5100/7330] lr: 1.000e-05, eta: 13:14:15, time: 0.985, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1369, s0.acc: 95.0449, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2151, s1.loss_cls: 0.0620, s1.acc: 95.4522, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1078, s2.loss_cls: 0.0302, s2.acc: 95.4120, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0510, loss: 1.0055 +2025-06-27 12:21:19,792 - mmdet - INFO - Epoch [30][5150/7330] lr: 1.000e-05, eta: 13:13:24, time: 1.037, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1430, s0.acc: 94.8096, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2136, s1.loss_cls: 0.0647, s1.acc: 95.2100, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1069, s2.loss_cls: 0.0318, s2.acc: 95.1472, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0505, loss: 1.0271 +2025-06-27 12:22:16,423 - mmdet - INFO - Epoch [30][5200/7330] lr: 1.000e-05, eta: 13:12:33, time: 1.132, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1447, s0.acc: 94.6716, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2140, s1.loss_cls: 0.0655, s1.acc: 95.0699, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1070, s2.loss_cls: 0.0323, s2.acc: 95.0319, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0502, loss: 1.0337 +2025-06-27 12:23:10,866 - mmdet - INFO - Epoch [30][5250/7330] lr: 1.000e-05, eta: 13:11:42, time: 1.089, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1387, s0.acc: 94.9490, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2153, s1.loss_cls: 0.0634, s1.acc: 95.3014, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1092, s2.loss_cls: 0.0309, s2.acc: 95.3359, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0209 +2025-06-27 12:24:02,116 - mmdet - INFO - Epoch [30][5300/7330] lr: 1.000e-05, eta: 13:10:51, time: 1.025, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1315, s0.acc: 95.1680, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2096, s1.loss_cls: 0.0596, s1.acc: 95.6054, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1066, s2.loss_cls: 0.0299, s2.acc: 95.4544, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0506, loss: 0.9866 +2025-06-27 12:24:51,181 - mmdet - INFO - Epoch [30][5350/7330] lr: 1.000e-05, eta: 13:09:58, time: 0.981, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1417, s0.acc: 94.8027, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2249, s1.loss_cls: 0.0645, s1.acc: 95.1752, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1120, s2.loss_cls: 0.0317, s2.acc: 95.1155, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0526, loss: 1.0376 +2025-06-27 12:25:40,073 - mmdet - INFO - Epoch [30][5400/7330] lr: 1.000e-05, eta: 13:09:06, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1392, s0.acc: 94.9436, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2140, s1.loss_cls: 0.0618, s1.acc: 95.3908, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1080, s2.loss_cls: 0.0303, s2.acc: 95.4146, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0104 +2025-06-27 12:26:31,676 - mmdet - INFO - Epoch [30][5450/7330] lr: 1.000e-05, eta: 13:08:15, time: 1.032, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1428, s0.acc: 94.8643, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2097, s1.loss_cls: 0.0637, s1.acc: 95.3147, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1063, s2.loss_cls: 0.0315, s2.acc: 95.2621, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 1.0179 +2025-06-27 12:27:20,308 - mmdet - INFO - Epoch [30][5500/7330] lr: 1.000e-05, eta: 13:07:23, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1323, s0.acc: 95.1665, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2084, s1.loss_cls: 0.0607, s1.acc: 95.5019, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1059, s2.loss_cls: 0.0296, s2.acc: 95.5033, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0504, loss: 0.9895 +2025-06-27 12:28:09,282 - mmdet - INFO - Epoch [30][5550/7330] lr: 1.000e-05, eta: 13:06:30, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1395, s0.acc: 95.0125, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2121, s1.loss_cls: 0.0618, s1.acc: 95.5055, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1076, s2.loss_cls: 0.0305, s2.acc: 95.4316, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0510, loss: 1.0118 +2025-06-27 12:29:07,394 - mmdet - INFO - Epoch [30][5600/7330] lr: 1.000e-05, eta: 13:05:40, time: 1.162, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1384, s0.acc: 94.9636, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2157, s1.loss_cls: 0.0628, s1.acc: 95.4009, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1092, s2.loss_cls: 0.0309, s2.acc: 95.3476, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0202 +2025-06-27 12:30:03,935 - mmdet - INFO - Epoch [30][5650/7330] lr: 1.000e-05, eta: 13:04:50, time: 1.131, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1392, s0.acc: 94.9048, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2134, s1.loss_cls: 0.0634, s1.acc: 95.3076, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1072, s2.loss_cls: 0.0312, s2.acc: 95.2733, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0507, loss: 1.0072 +2025-06-27 12:30:52,821 - mmdet - INFO - Epoch [30][5700/7330] lr: 1.000e-05, eta: 13:03:58, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1443, s0.acc: 94.8193, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2131, s1.loss_cls: 0.0651, s1.acc: 95.2615, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1071, s2.loss_cls: 0.0316, s2.acc: 95.2201, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0353 +2025-06-27 12:31:44,299 - mmdet - INFO - Epoch [30][5750/7330] lr: 1.000e-05, eta: 13:03:06, time: 1.029, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1456, s0.acc: 94.7439, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2123, s1.loss_cls: 0.0657, s1.acc: 95.1064, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1074, s2.loss_cls: 0.0323, s2.acc: 95.0927, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0507, loss: 1.0283 +2025-06-27 12:32:33,059 - mmdet - INFO - Epoch [30][5800/7330] lr: 1.000e-05, eta: 13:02:14, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1386, s0.acc: 95.0471, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2139, s1.loss_cls: 0.0627, s1.acc: 95.3882, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1085, s2.loss_cls: 0.0306, s2.acc: 95.3095, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 1.0080 +2025-06-27 12:33:21,207 - mmdet - INFO - Epoch [30][5850/7330] lr: 1.000e-05, eta: 13:01:22, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1452, s0.acc: 94.7251, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2219, s1.loss_cls: 0.0653, s1.acc: 95.1759, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1107, s2.loss_cls: 0.0314, s2.acc: 95.2648, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0526, loss: 1.0464 +2025-06-27 12:34:12,848 - mmdet - INFO - Epoch [30][5900/7330] lr: 1.000e-05, eta: 13:00:30, time: 1.032, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1479, s0.acc: 94.6172, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2154, s1.loss_cls: 0.0666, s1.acc: 95.0892, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1083, s2.loss_cls: 0.0327, s2.acc: 95.0560, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0513, loss: 1.0530 +2025-06-27 12:35:01,978 - mmdet - INFO - Epoch [30][5950/7330] lr: 1.000e-05, eta: 12:59:38, time: 0.983, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1401, s0.acc: 94.9800, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2138, s1.loss_cls: 0.0630, s1.acc: 95.3071, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1077, s2.loss_cls: 0.0307, s2.acc: 95.3126, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0509, loss: 1.0158 +2025-06-27 12:35:56,255 - mmdet - INFO - Epoch [30][6000/7330] lr: 1.000e-05, eta: 12:58:47, time: 1.085, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1438, s0.acc: 94.7610, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2132, s1.loss_cls: 0.0646, s1.acc: 95.1526, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1082, s2.loss_cls: 0.0317, s2.acc: 95.1557, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0510, loss: 1.0336 +2025-06-27 12:36:52,886 - mmdet - INFO - Epoch [30][6050/7330] lr: 1.000e-05, eta: 12:57:56, time: 1.133, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1489, s0.acc: 94.6721, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2151, s1.loss_cls: 0.0662, s1.acc: 95.1603, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1083, s2.loss_cls: 0.0321, s2.acc: 95.2037, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0518, loss: 1.0472 +2025-06-27 12:37:44,429 - mmdet - INFO - Epoch [30][6100/7330] lr: 1.000e-05, eta: 12:57:05, time: 1.031, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1485, s0.acc: 94.6140, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2224, s1.loss_cls: 0.0674, s1.acc: 95.0455, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1102, s2.loss_cls: 0.0326, s2.acc: 95.1276, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0618 +2025-06-27 12:38:36,491 - mmdet - INFO - Epoch [30][6150/7330] lr: 1.000e-05, eta: 12:56:13, time: 1.041, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1501, s0.acc: 94.5408, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2201, s1.loss_cls: 0.0679, s1.acc: 94.9550, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1104, s2.loss_cls: 0.0328, s2.acc: 95.0886, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0521, loss: 1.0637 +2025-06-27 12:39:24,910 - mmdet - INFO - Epoch [30][6200/7330] lr: 1.000e-05, eta: 12:55:21, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1398, s0.acc: 94.9150, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2091, s1.loss_cls: 0.0629, s1.acc: 95.3513, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1049, s2.loss_cls: 0.0307, s2.acc: 95.4502, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0498, loss: 1.0018 +2025-06-27 12:40:13,833 - mmdet - INFO - Epoch [30][6250/7330] lr: 1.000e-05, eta: 12:54:29, time: 0.978, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1488, s0.acc: 94.5308, s0.loss_bbox: 0.2279, s0.loss_mask: 0.2160, s1.loss_cls: 0.0672, s1.acc: 94.9074, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1082, s2.loss_cls: 0.0326, s2.acc: 94.8697, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0509, loss: 1.0492 +2025-06-27 12:41:05,329 - mmdet - INFO - Epoch [30][6300/7330] lr: 1.000e-05, eta: 12:53:38, time: 1.030, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1380, s0.acc: 94.9844, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2122, s1.loss_cls: 0.0624, s1.acc: 95.3886, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1070, s2.loss_cls: 0.0309, s2.acc: 95.3512, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0504, loss: 1.0027 +2025-06-27 12:41:54,770 - mmdet - INFO - Epoch [30][6350/7330] lr: 1.000e-05, eta: 12:52:46, time: 0.989, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1404, s0.acc: 94.7993, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2141, s1.loss_cls: 0.0647, s1.acc: 95.1164, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1085, s2.loss_cls: 0.0316, s2.acc: 95.1023, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0511, loss: 1.0285 +2025-06-27 12:42:47,355 - mmdet - INFO - Epoch [30][6400/7330] lr: 1.000e-05, eta: 12:51:54, time: 1.052, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1356, s0.acc: 95.0911, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2180, s1.loss_cls: 0.0612, s1.acc: 95.5011, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1097, s2.loss_cls: 0.0298, s2.acc: 95.4889, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0072 +2025-06-27 12:43:43,508 - mmdet - INFO - Epoch [30][6450/7330] lr: 1.000e-05, eta: 12:51:04, time: 1.123, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1344, s0.acc: 95.1892, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2100, s1.loss_cls: 0.0600, s1.acc: 95.5370, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1061, s2.loss_cls: 0.0293, s2.acc: 95.4742, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0500, loss: 0.9926 +2025-06-27 12:44:36,767 - mmdet - INFO - Epoch [30][6500/7330] lr: 1.000e-05, eta: 12:50:12, time: 1.065, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1404, s0.acc: 94.9585, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2136, s1.loss_cls: 0.0637, s1.acc: 95.2359, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1070, s2.loss_cls: 0.0309, s2.acc: 95.3149, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0508, loss: 1.0081 +2025-06-27 12:45:28,427 - mmdet - INFO - Epoch [30][6550/7330] lr: 1.000e-05, eta: 12:49:21, time: 1.033, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1359, s0.acc: 95.0500, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2146, s1.loss_cls: 0.0620, s1.acc: 95.3656, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1087, s2.loss_cls: 0.0302, s2.acc: 95.3664, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0076 +2025-06-27 12:46:16,842 - mmdet - INFO - Epoch [30][6600/7330] lr: 1.000e-05, eta: 12:48:29, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1392, s0.acc: 94.9543, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2194, s1.loss_cls: 0.0637, s1.acc: 95.1693, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1108, s2.loss_cls: 0.0310, s2.acc: 95.2934, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0526, loss: 1.0205 +2025-06-27 12:47:05,315 - mmdet - INFO - Epoch [30][6650/7330] lr: 1.000e-05, eta: 12:47:36, time: 0.970, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1428, s0.acc: 94.8059, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2191, s1.loss_cls: 0.0657, s1.acc: 95.1637, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1098, s2.loss_cls: 0.0320, s2.acc: 95.1415, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0386 +2025-06-27 12:47:56,195 - mmdet - INFO - Epoch [30][6700/7330] lr: 1.000e-05, eta: 12:46:45, time: 1.018, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1289, s0.acc: 95.3325, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2088, s1.loss_cls: 0.0585, s1.acc: 95.6150, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1066, s2.loss_cls: 0.0286, s2.acc: 95.6846, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0504, loss: 0.9591 +2025-06-27 12:48:44,774 - mmdet - INFO - Epoch [30][6750/7330] lr: 1.000e-05, eta: 12:45:53, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1351, s0.acc: 95.0559, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2131, s1.loss_cls: 0.0613, s1.acc: 95.4391, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1088, s2.loss_cls: 0.0298, s2.acc: 95.4184, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0514, loss: 0.9947 +2025-06-27 12:49:32,971 - mmdet - INFO - Epoch [30][6800/7330] lr: 1.000e-05, eta: 12:45:00, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1319, s0.acc: 95.1838, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2124, s1.loss_cls: 0.0603, s1.acc: 95.4881, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1065, s2.loss_cls: 0.0297, s2.acc: 95.5499, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0504, loss: 0.9933 +2025-06-27 12:50:28,952 - mmdet - INFO - Epoch [30][6850/7330] lr: 1.000e-05, eta: 12:44:10, time: 1.120, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1406, s0.acc: 94.9341, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2141, s1.loss_cls: 0.0635, s1.acc: 95.2457, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1076, s2.loss_cls: 0.0314, s2.acc: 95.3034, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 1.0137 +2025-06-27 12:51:25,774 - mmdet - INFO - Epoch [30][6900/7330] lr: 1.000e-05, eta: 12:43:19, time: 1.136, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1472, s0.acc: 94.6357, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2160, s1.loss_cls: 0.0665, s1.acc: 95.0087, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1090, s2.loss_cls: 0.0326, s2.acc: 95.1004, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0514, loss: 1.0511 +2025-06-27 12:52:15,007 - mmdet - INFO - Epoch [30][6950/7330] lr: 1.000e-05, eta: 12:42:27, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1433, s0.acc: 94.8550, s0.loss_bbox: 0.2245, s0.loss_mask: 0.2189, s1.loss_cls: 0.0648, s1.acc: 95.3103, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1094, s2.loss_cls: 0.0315, s2.acc: 95.3366, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0516, loss: 1.0382 +2025-06-27 12:53:08,178 - mmdet - INFO - Epoch [30][7000/7330] lr: 1.000e-05, eta: 12:41:36, time: 1.063, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1407, s0.acc: 94.9141, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2160, s1.loss_cls: 0.0633, s1.acc: 95.2773, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1092, s2.loss_cls: 0.0311, s2.acc: 95.2906, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0520, loss: 1.0237 +2025-06-27 12:53:57,380 - mmdet - INFO - Epoch [30][7050/7330] lr: 1.000e-05, eta: 12:40:44, time: 0.984, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1419, s0.acc: 94.8372, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2201, s1.loss_cls: 0.0636, s1.acc: 95.2587, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1096, s2.loss_cls: 0.0310, s2.acc: 95.3493, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0310 +2025-06-27 12:54:46,271 - mmdet - INFO - Epoch [30][7100/7330] lr: 1.000e-05, eta: 12:39:52, time: 0.977, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1406, s0.acc: 94.8962, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2121, s1.loss_cls: 0.0633, s1.acc: 95.3153, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1068, s2.loss_cls: 0.0313, s2.acc: 95.2954, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0501, loss: 1.0210 +2025-06-27 12:55:38,075 - mmdet - INFO - Epoch [30][7150/7330] lr: 1.000e-05, eta: 12:39:00, time: 1.037, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1393, s0.acc: 94.9607, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2123, s1.loss_cls: 0.0626, s1.acc: 95.3639, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1069, s2.loss_cls: 0.0305, s2.acc: 95.3291, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0506, loss: 1.0095 +2025-06-27 12:56:26,882 - mmdet - INFO - Epoch [30][7200/7330] lr: 1.000e-05, eta: 12:38:08, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1380, s0.acc: 94.9338, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2151, s1.loss_cls: 0.0623, s1.acc: 95.3311, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1089, s2.loss_cls: 0.0301, s2.acc: 95.3919, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0143 +2025-06-27 12:57:20,471 - mmdet - INFO - Epoch [30][7250/7330] lr: 1.000e-05, eta: 12:37:17, time: 1.071, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1329, s0.acc: 95.1799, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2113, s1.loss_cls: 0.0603, s1.acc: 95.5350, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1073, s2.loss_cls: 0.0295, s2.acc: 95.5584, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 0.9871 +2025-06-27 12:58:19,533 - mmdet - INFO - Epoch [30][7300/7330] lr: 1.000e-05, eta: 12:36:27, time: 1.182, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1385, s0.acc: 94.9302, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2165, s1.loss_cls: 0.0623, s1.acc: 95.4142, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1095, s2.loss_cls: 0.0305, s2.acc: 95.3878, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0522, loss: 1.0219 +2025-06-27 12:58:58,759 - mmdet - INFO - Saving checkpoint at 30 epochs +2025-06-27 13:02:06,671 - mmdet - INFO - Evaluating bbox... +2025-06-27 13:02:38,446 - mmdet - INFO - Evaluating segm... +2025-06-27 13:03:09,352 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 13:03:09,353 - mmdet - INFO - Epoch(val) [30][7330] bbox_mAP: 0.4990, bbox_mAP_50: 0.6890, bbox_mAP_75: 0.5450, bbox_mAP_s: 0.3280, bbox_mAP_m: 0.5290, bbox_mAP_l: 0.6580, bbox_mAP_copypaste: 0.499 0.689 0.545 0.328 0.529 0.658, segm_mAP: 0.4320, segm_mAP_50: 0.6630, segm_mAP_75: 0.4660, segm_mAP_s: 0.2640, segm_mAP_m: 0.4630, segm_mAP_l: 0.5900, segm_mAP_copypaste: 0.432 0.663 0.466 0.264 0.463 0.590 +2025-06-27 13:05:18,701 - mmdet - INFO - Epoch [31][50/7330] lr: 1.000e-05, eta: 12:35:14, time: 2.586, data_time: 1.546, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1387, s0.acc: 94.9038, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2150, s1.loss_cls: 0.0636, s1.acc: 95.2546, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1077, s2.loss_cls: 0.0312, s2.acc: 95.2340, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0505, loss: 1.0243 +2025-06-27 13:06:14,798 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 13:06:14,798 - mmdet - INFO - Epoch [31][100/7330] lr: 1.000e-05, eta: 12:34:23, time: 1.122, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1322, s0.acc: 95.1514, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2170, s1.loss_cls: 0.0584, s1.acc: 95.6115, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1080, s2.loss_cls: 0.0284, s2.acc: 95.6776, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 0.9942 +2025-06-27 13:07:07,118 - mmdet - INFO - Epoch [31][150/7330] lr: 1.000e-05, eta: 12:33:32, time: 1.046, data_time: 0.042, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1492, s0.acc: 94.5591, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2179, s1.loss_cls: 0.0670, s1.acc: 95.0037, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1094, s2.loss_cls: 0.0327, s2.acc: 94.9785, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0513, loss: 1.0593 +2025-06-27 13:07:59,058 - mmdet - INFO - Epoch [31][200/7330] lr: 1.000e-05, eta: 12:32:40, time: 1.039, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1384, s0.acc: 94.9514, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2170, s1.loss_cls: 0.0626, s1.acc: 95.3749, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1093, s2.loss_cls: 0.0306, s2.acc: 95.3289, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0519, loss: 1.0280 +2025-06-27 13:08:53,114 - mmdet - INFO - Epoch [31][250/7330] lr: 1.000e-05, eta: 12:31:49, time: 1.081, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1376, s0.acc: 94.9338, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2164, s1.loss_cls: 0.0623, s1.acc: 95.3252, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1086, s2.loss_cls: 0.0305, s2.acc: 95.3962, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0131 +2025-06-27 13:09:54,194 - mmdet - INFO - Epoch [31][300/7330] lr: 1.000e-05, eta: 12:30:59, time: 1.222, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1408, s0.acc: 94.9058, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2135, s1.loss_cls: 0.0637, s1.acc: 95.3309, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1076, s2.loss_cls: 0.0311, s2.acc: 95.2961, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0509, loss: 1.0129 +2025-06-27 13:10:46,927 - mmdet - INFO - Epoch [31][350/7330] lr: 1.000e-05, eta: 12:30:08, time: 1.054, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1397, s0.acc: 94.9033, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2187, s1.loss_cls: 0.0638, s1.acc: 95.2559, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1096, s2.loss_cls: 0.0309, s2.acc: 95.2993, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0521, loss: 1.0261 +2025-06-27 13:11:39,252 - mmdet - INFO - Epoch [31][400/7330] lr: 1.000e-05, eta: 12:29:17, time: 1.047, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1321, s0.acc: 95.2019, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2112, s1.loss_cls: 0.0590, s1.acc: 95.6442, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1082, s2.loss_cls: 0.0293, s2.acc: 95.5217, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0509, loss: 0.9877 +2025-06-27 13:12:29,632 - mmdet - INFO - Epoch [31][450/7330] lr: 1.000e-05, eta: 12:28:25, time: 1.007, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1393, s0.acc: 94.8818, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2162, s1.loss_cls: 0.0642, s1.acc: 95.2610, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1096, s2.loss_cls: 0.0317, s2.acc: 95.1609, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0522, loss: 1.0317 +2025-06-27 13:13:20,039 - mmdet - INFO - Epoch [31][500/7330] lr: 1.000e-05, eta: 12:27:33, time: 1.008, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1445, s0.acc: 94.7666, s0.loss_bbox: 0.2258, s0.loss_mask: 0.2130, s1.loss_cls: 0.0633, s1.acc: 95.2831, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1075, s2.loss_cls: 0.0311, s2.acc: 95.2938, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0505, loss: 1.0321 +2025-06-27 13:14:12,382 - mmdet - INFO - Epoch [31][550/7330] lr: 1.000e-05, eta: 12:26:41, time: 1.047, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1367, s0.acc: 94.9731, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2104, s1.loss_cls: 0.0624, s1.acc: 95.3117, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1064, s2.loss_cls: 0.0308, s2.acc: 95.2369, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0504, loss: 1.0018 +2025-06-27 13:15:01,906 - mmdet - INFO - Epoch [31][600/7330] lr: 1.000e-05, eta: 12:25:49, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1346, s0.acc: 95.0393, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2092, s1.loss_cls: 0.0613, s1.acc: 95.4252, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1052, s2.loss_cls: 0.0300, s2.acc: 95.4130, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0499, loss: 0.9883 +2025-06-27 13:15:51,518 - mmdet - INFO - Epoch [31][650/7330] lr: 1.000e-05, eta: 12:24:58, time: 0.992, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1343, s0.acc: 95.1724, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2077, s1.loss_cls: 0.0603, s1.acc: 95.5298, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1068, s2.loss_cls: 0.0297, s2.acc: 95.4869, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0509, loss: 0.9865 +2025-06-27 13:16:47,623 - mmdet - INFO - Epoch [31][700/7330] lr: 1.000e-05, eta: 12:24:07, time: 1.122, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1328, s0.acc: 95.1746, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2081, s1.loss_cls: 0.0596, s1.acc: 95.6238, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1061, s2.loss_cls: 0.0292, s2.acc: 95.5207, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 0.9841 +2025-06-27 13:17:45,180 - mmdet - INFO - Epoch [31][750/7330] lr: 1.000e-05, eta: 12:23:16, time: 1.151, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1418, s0.acc: 94.8472, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2161, s1.loss_cls: 0.0648, s1.acc: 95.1824, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1091, s2.loss_cls: 0.0312, s2.acc: 95.2284, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0221 +2025-06-27 13:18:34,332 - mmdet - INFO - Epoch [31][800/7330] lr: 1.000e-05, eta: 12:22:24, time: 0.983, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1409, s0.acc: 94.8413, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2192, s1.loss_cls: 0.0629, s1.acc: 95.3113, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1102, s2.loss_cls: 0.0308, s2.acc: 95.2586, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0520, loss: 1.0374 +2025-06-27 13:19:26,629 - mmdet - INFO - Epoch [31][850/7330] lr: 1.000e-05, eta: 12:21:33, time: 1.046, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1477, s0.acc: 94.6304, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2233, s1.loss_cls: 0.0668, s1.acc: 95.0226, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1124, s2.loss_cls: 0.0325, s2.acc: 95.0554, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0531, loss: 1.0661 +2025-06-27 13:20:15,972 - mmdet - INFO - Epoch [31][900/7330] lr: 1.000e-05, eta: 12:20:41, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1421, s0.acc: 94.8159, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2187, s1.loss_cls: 0.0638, s1.acc: 95.2823, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1103, s2.loss_cls: 0.0310, s2.acc: 95.3044, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0520, loss: 1.0313 +2025-06-27 13:21:07,333 - mmdet - INFO - Epoch [31][950/7330] lr: 1.000e-05, eta: 12:19:49, time: 1.027, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1406, s0.acc: 94.8433, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2234, s1.loss_cls: 0.0638, s1.acc: 95.2265, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1117, s2.loss_cls: 0.0313, s2.acc: 95.2567, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0529, loss: 1.0434 +2025-06-27 13:21:56,331 - mmdet - INFO - Epoch [31][1000/7330] lr: 1.000e-05, eta: 12:18:57, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1352, s0.acc: 95.0164, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2112, s1.loss_cls: 0.0604, s1.acc: 95.4409, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1072, s2.loss_cls: 0.0295, s2.acc: 95.4362, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0502, loss: 0.9966 +2025-06-27 13:22:45,845 - mmdet - INFO - Epoch [31][1050/7330] lr: 1.000e-05, eta: 12:18:05, time: 0.990, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1327, s0.acc: 95.1074, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2101, s1.loss_cls: 0.0600, s1.acc: 95.4884, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1071, s2.loss_cls: 0.0296, s2.acc: 95.4595, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 0.9946 +2025-06-27 13:23:39,729 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 13:23:39,729 - mmdet - INFO - Epoch [31][1100/7330] lr: 1.000e-05, eta: 12:17:14, time: 1.078, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1360, s0.acc: 94.9480, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2150, s1.loss_cls: 0.0612, s1.acc: 95.4362, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1084, s2.loss_cls: 0.0298, s2.acc: 95.4576, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0070 +2025-06-27 13:24:40,124 - mmdet - INFO - Epoch [31][1150/7330] lr: 1.000e-05, eta: 12:16:24, time: 1.208, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1417, s0.acc: 94.8193, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2166, s1.loss_cls: 0.0640, s1.acc: 95.2538, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1088, s2.loss_cls: 0.0313, s2.acc: 95.2446, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0516, loss: 1.0378 +2025-06-27 13:25:28,465 - mmdet - INFO - Epoch [31][1200/7330] lr: 1.000e-05, eta: 12:15:32, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1294, s0.acc: 95.2781, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2077, s1.loss_cls: 0.0573, s1.acc: 95.7734, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1049, s2.loss_cls: 0.0280, s2.acc: 95.7697, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0495, loss: 0.9676 +2025-06-27 13:26:20,389 - mmdet - INFO - Epoch [31][1250/7330] lr: 1.000e-05, eta: 12:14:40, time: 1.039, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1439, s0.acc: 94.7805, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2161, s1.loss_cls: 0.0639, s1.acc: 95.2374, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1086, s2.loss_cls: 0.0312, s2.acc: 95.2386, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0330 +2025-06-27 13:27:09,085 - mmdet - INFO - Epoch [31][1300/7330] lr: 1.000e-05, eta: 12:13:48, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1319, s0.acc: 95.2690, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2069, s1.loss_cls: 0.0590, s1.acc: 95.6894, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1059, s2.loss_cls: 0.0292, s2.acc: 95.5900, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9771 +2025-06-27 13:28:01,580 - mmdet - INFO - Epoch [31][1350/7330] lr: 1.000e-05, eta: 12:12:57, time: 1.050, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1361, s0.acc: 95.0842, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2118, s1.loss_cls: 0.0616, s1.acc: 95.4332, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1070, s2.loss_cls: 0.0301, s2.acc: 95.4459, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0504, loss: 0.9939 +2025-06-27 13:28:50,178 - mmdet - INFO - Epoch [31][1400/7330] lr: 1.000e-05, eta: 12:12:05, time: 0.972, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1383, s0.acc: 94.8979, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2158, s1.loss_cls: 0.0626, s1.acc: 95.2407, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1080, s2.loss_cls: 0.0306, s2.acc: 95.3202, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0507, loss: 1.0006 +2025-06-27 13:29:39,093 - mmdet - INFO - Epoch [31][1450/7330] lr: 1.000e-05, eta: 12:11:13, time: 0.978, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1380, s0.acc: 95.0015, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2114, s1.loss_cls: 0.0605, s1.acc: 95.5634, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1069, s2.loss_cls: 0.0297, s2.acc: 95.5382, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0507, loss: 0.9964 +2025-06-27 13:30:29,758 - mmdet - INFO - Epoch [31][1500/7330] lr: 1.000e-05, eta: 12:10:21, time: 1.013, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1266, s0.acc: 95.3625, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2127, s1.loss_cls: 0.0573, s1.acc: 95.7507, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1073, s2.loss_cls: 0.0282, s2.acc: 95.7006, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0506, loss: 0.9708 +2025-06-27 13:31:25,989 - mmdet - INFO - Epoch [31][1550/7330] lr: 1.000e-05, eta: 12:09:30, time: 1.125, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1460, s0.acc: 94.7249, s0.loss_bbox: 0.2320, s0.loss_mask: 0.2202, s1.loss_cls: 0.0658, s1.acc: 95.0845, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1112, s2.loss_cls: 0.0320, s2.acc: 95.1111, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0523, loss: 1.0576 +2025-06-27 13:32:20,006 - mmdet - INFO - Epoch [31][1600/7330] lr: 1.000e-05, eta: 12:08:39, time: 1.080, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1440, s0.acc: 94.7295, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2169, s1.loss_cls: 0.0650, s1.acc: 95.1895, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1092, s2.loss_cls: 0.0318, s2.acc: 95.1146, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0519, loss: 1.0332 +2025-06-27 13:33:11,333 - mmdet - INFO - Epoch [31][1650/7330] lr: 1.000e-05, eta: 12:07:48, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1351, s0.acc: 95.1006, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2120, s1.loss_cls: 0.0603, s1.acc: 95.5355, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1067, s2.loss_cls: 0.0294, s2.acc: 95.5173, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0504, loss: 0.9894 +2025-06-27 13:33:59,586 - mmdet - INFO - Epoch [31][1700/7330] lr: 1.000e-05, eta: 12:06:55, time: 0.965, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1346, s0.acc: 95.0623, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2145, s1.loss_cls: 0.0599, s1.acc: 95.4960, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1079, s2.loss_cls: 0.0293, s2.acc: 95.5444, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0511, loss: 0.9952 +2025-06-27 13:34:48,493 - mmdet - INFO - Epoch [31][1750/7330] lr: 1.000e-05, eta: 12:06:03, time: 0.978, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1448, s0.acc: 94.7451, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2178, s1.loss_cls: 0.0646, s1.acc: 95.2056, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1101, s2.loss_cls: 0.0313, s2.acc: 95.2172, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0519, loss: 1.0424 +2025-06-27 13:35:40,091 - mmdet - INFO - Epoch [31][1800/7330] lr: 1.000e-05, eta: 12:05:12, time: 1.032, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1382, s0.acc: 94.9370, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2168, s1.loss_cls: 0.0641, s1.acc: 95.3072, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1091, s2.loss_cls: 0.0310, s2.acc: 95.3153, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0204 +2025-06-27 13:36:29,322 - mmdet - INFO - Epoch [31][1850/7330] lr: 1.000e-05, eta: 12:04:20, time: 0.985, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1391, s0.acc: 94.9622, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2107, s1.loss_cls: 0.0627, s1.acc: 95.3978, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1057, s2.loss_cls: 0.0310, s2.acc: 95.2943, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 1.0059 +2025-06-27 13:37:18,356 - mmdet - INFO - Epoch [31][1900/7330] lr: 1.000e-05, eta: 12:03:28, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1397, s0.acc: 94.9595, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2181, s1.loss_cls: 0.0629, s1.acc: 95.3605, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1094, s2.loss_cls: 0.0304, s2.acc: 95.4542, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0519, loss: 1.0284 +2025-06-27 13:38:14,128 - mmdet - INFO - Epoch [31][1950/7330] lr: 1.000e-05, eta: 12:02:37, time: 1.115, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1298, s0.acc: 95.2471, s0.loss_bbox: 0.2074, s0.loss_mask: 0.2129, s1.loss_cls: 0.0578, s1.acc: 95.6562, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1058, s2.loss_cls: 0.0282, s2.acc: 95.6803, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0498, loss: 0.9730 +2025-06-27 13:39:11,144 - mmdet - INFO - Epoch [31][2000/7330] lr: 1.000e-05, eta: 12:01:46, time: 1.141, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1372, s0.acc: 94.9824, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2136, s1.loss_cls: 0.0623, s1.acc: 95.3523, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1059, s2.loss_cls: 0.0307, s2.acc: 95.2803, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0499, loss: 1.0013 +2025-06-27 13:39:59,484 - mmdet - INFO - Epoch [31][2050/7330] lr: 1.000e-05, eta: 12:00:54, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1323, s0.acc: 95.1260, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2130, s1.loss_cls: 0.0592, s1.acc: 95.5238, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1075, s2.loss_cls: 0.0292, s2.acc: 95.4872, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0511, loss: 0.9961 +2025-06-27 13:40:50,517 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 13:40:50,518 - mmdet - INFO - Epoch [31][2100/7330] lr: 1.000e-05, eta: 12:00:02, time: 1.021, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1334, s0.acc: 95.0400, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2167, s1.loss_cls: 0.0604, s1.acc: 95.4278, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1076, s2.loss_cls: 0.0298, s2.acc: 95.4503, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0510, loss: 1.0063 +2025-06-27 13:41:39,364 - mmdet - INFO - Epoch [31][2150/7330] lr: 1.000e-05, eta: 11:59:10, time: 0.977, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1330, s0.acc: 95.0369, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2117, s1.loss_cls: 0.0607, s1.acc: 95.3904, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1070, s2.loss_cls: 0.0297, s2.acc: 95.4699, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0506, loss: 0.9923 +2025-06-27 13:42:31,161 - mmdet - INFO - Epoch [31][2200/7330] lr: 1.000e-05, eta: 11:58:19, time: 1.036, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1326, s0.acc: 95.1626, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2125, s1.loss_cls: 0.0594, s1.acc: 95.5850, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1078, s2.loss_cls: 0.0289, s2.acc: 95.6703, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0512, loss: 0.9869 +2025-06-27 13:43:19,511 - mmdet - INFO - Epoch [31][2250/7330] lr: 1.000e-05, eta: 11:57:27, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1324, s0.acc: 95.1711, s0.loss_bbox: 0.2040, s0.loss_mask: 0.2040, s1.loss_cls: 0.0594, s1.acc: 95.5616, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1035, s2.loss_cls: 0.0289, s2.acc: 95.5730, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0487, loss: 0.9620 +2025-06-27 13:44:08,550 - mmdet - INFO - Epoch [31][2300/7330] lr: 1.000e-05, eta: 11:56:34, time: 0.981, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1376, s0.acc: 94.9558, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2172, s1.loss_cls: 0.0621, s1.acc: 95.3793, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1097, s2.loss_cls: 0.0305, s2.acc: 95.3353, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0512, loss: 1.0236 +2025-06-27 13:45:03,939 - mmdet - INFO - Epoch [31][2350/7330] lr: 1.000e-05, eta: 11:55:44, time: 1.108, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1399, s0.acc: 94.9688, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2096, s1.loss_cls: 0.0624, s1.acc: 95.4192, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1061, s2.loss_cls: 0.0304, s2.acc: 95.4568, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 1.0073 +2025-06-27 13:46:02,958 - mmdet - INFO - Epoch [31][2400/7330] lr: 1.000e-05, eta: 11:54:53, time: 1.180, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1376, s0.acc: 94.9878, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2103, s1.loss_cls: 0.0616, s1.acc: 95.3528, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1053, s2.loss_cls: 0.0300, s2.acc: 95.3732, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9958 +2025-06-27 13:46:51,782 - mmdet - INFO - Epoch [31][2450/7330] lr: 1.000e-05, eta: 11:54:01, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1441, s0.acc: 94.8638, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2167, s1.loss_cls: 0.0641, s1.acc: 95.3785, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1099, s2.loss_cls: 0.0314, s2.acc: 95.3217, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0522, loss: 1.0329 +2025-06-27 13:47:43,357 - mmdet - INFO - Epoch [31][2500/7330] lr: 1.000e-05, eta: 11:53:10, time: 1.031, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1334, s0.acc: 95.0530, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2109, s1.loss_cls: 0.0603, s1.acc: 95.4961, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1071, s2.loss_cls: 0.0298, s2.acc: 95.3983, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 0.9960 +2025-06-27 13:48:31,722 - mmdet - INFO - Epoch [31][2550/7330] lr: 1.000e-05, eta: 11:52:18, time: 0.967, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1376, s0.acc: 94.9138, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2157, s1.loss_cls: 0.0613, s1.acc: 95.3995, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1094, s2.loss_cls: 0.0299, s2.acc: 95.4230, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0520, loss: 1.0104 +2025-06-27 13:49:24,092 - mmdet - INFO - Epoch [31][2600/7330] lr: 1.000e-05, eta: 11:51:26, time: 1.047, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1401, s0.acc: 94.9038, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2171, s1.loss_cls: 0.0639, s1.acc: 95.2521, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1090, s2.loss_cls: 0.0314, s2.acc: 95.2736, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0254 +2025-06-27 13:50:12,628 - mmdet - INFO - Epoch [31][2650/7330] lr: 1.000e-05, eta: 11:50:34, time: 0.971, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1398, s0.acc: 94.9675, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2158, s1.loss_cls: 0.0624, s1.acc: 95.4848, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1085, s2.loss_cls: 0.0310, s2.acc: 95.3031, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0191 +2025-06-27 13:51:00,867 - mmdet - INFO - Epoch [31][2700/7330] lr: 1.000e-05, eta: 11:49:42, time: 0.965, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1451, s0.acc: 94.6941, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2163, s1.loss_cls: 0.0646, s1.acc: 95.1555, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1092, s2.loss_cls: 0.0318, s2.acc: 95.1269, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0517, loss: 1.0381 +2025-06-27 13:51:52,332 - mmdet - INFO - Epoch [31][2750/7330] lr: 1.000e-05, eta: 11:48:50, time: 1.029, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1359, s0.acc: 95.1841, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2139, s1.loss_cls: 0.0605, s1.acc: 95.5869, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1074, s2.loss_cls: 0.0291, s2.acc: 95.6560, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0508, loss: 0.9935 +2025-06-27 13:52:48,819 - mmdet - INFO - Epoch [31][2800/7330] lr: 1.000e-05, eta: 11:48:00, time: 1.130, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1362, s0.acc: 95.0632, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2123, s1.loss_cls: 0.0619, s1.acc: 95.4422, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1063, s2.loss_cls: 0.0306, s2.acc: 95.3554, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0500, loss: 1.0027 +2025-06-27 13:53:42,508 - mmdet - INFO - Epoch [31][2850/7330] lr: 1.000e-05, eta: 11:47:08, time: 1.074, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1391, s0.acc: 94.9150, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2190, s1.loss_cls: 0.0629, s1.acc: 95.2931, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1096, s2.loss_cls: 0.0309, s2.acc: 95.2086, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0518, loss: 1.0210 +2025-06-27 13:54:33,617 - mmdet - INFO - Epoch [31][2900/7330] lr: 1.000e-05, eta: 11:46:17, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1411, s0.acc: 94.8730, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2134, s1.loss_cls: 0.0642, s1.acc: 95.1635, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1072, s2.loss_cls: 0.0311, s2.acc: 95.2340, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0510, loss: 1.0223 +2025-06-27 13:55:22,277 - mmdet - INFO - Epoch [31][2950/7330] lr: 1.000e-05, eta: 11:45:25, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1428, s0.acc: 94.7275, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2144, s1.loss_cls: 0.0649, s1.acc: 95.0719, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1076, s2.loss_cls: 0.0316, s2.acc: 95.1521, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0509, loss: 1.0326 +2025-06-27 13:56:10,569 - mmdet - INFO - Epoch [31][3000/7330] lr: 1.000e-05, eta: 11:44:32, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1322, s0.acc: 95.1772, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2088, s1.loss_cls: 0.0590, s1.acc: 95.5948, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1055, s2.loss_cls: 0.0287, s2.acc: 95.5951, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0497, loss: 0.9797 +2025-06-27 13:57:02,655 - mmdet - INFO - Epoch [31][3050/7330] lr: 1.000e-05, eta: 11:43:41, time: 1.042, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1447, s0.acc: 94.7495, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2156, s1.loss_cls: 0.0645, s1.acc: 95.2884, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1086, s2.loss_cls: 0.0317, s2.acc: 95.1827, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0515, loss: 1.0450 +2025-06-27 13:57:51,972 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 13:57:51,972 - mmdet - INFO - Epoch [31][3100/7330] lr: 1.000e-05, eta: 11:42:49, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0302, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1456, s0.acc: 94.7935, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2100, s1.loss_cls: 0.0663, s1.acc: 95.1598, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1064, s2.loss_cls: 0.0319, s2.acc: 95.2400, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0503, loss: 1.0207 +2025-06-27 13:58:43,427 - mmdet - INFO - Epoch [31][3150/7330] lr: 1.000e-05, eta: 11:41:57, time: 1.030, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1429, s0.acc: 94.8428, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2104, s1.loss_cls: 0.0641, s1.acc: 95.2913, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1061, s2.loss_cls: 0.0310, s2.acc: 95.3444, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 1.0188 +2025-06-27 13:59:37,691 - mmdet - INFO - Epoch [31][3200/7330] lr: 1.000e-05, eta: 11:41:06, time: 1.085, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1425, s0.acc: 94.7864, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2150, s1.loss_cls: 0.0641, s1.acc: 95.1519, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1081, s2.loss_cls: 0.0308, s2.acc: 95.2846, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0511, loss: 1.0210 +2025-06-27 14:00:33,982 - mmdet - INFO - Epoch [31][3250/7330] lr: 1.000e-05, eta: 11:40:15, time: 1.126, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1391, s0.acc: 94.9358, s0.loss_bbox: 0.2200, s0.loss_mask: 0.2181, s1.loss_cls: 0.0633, s1.acc: 95.3224, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1091, s2.loss_cls: 0.0311, s2.acc: 95.2859, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0517, loss: 1.0235 +2025-06-27 14:01:22,596 - mmdet - INFO - Epoch [31][3300/7330] lr: 1.000e-05, eta: 11:39:23, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1423, s0.acc: 94.8552, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2141, s1.loss_cls: 0.0640, s1.acc: 95.3007, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1072, s2.loss_cls: 0.0316, s2.acc: 95.2230, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0506, loss: 1.0223 +2025-06-27 14:02:13,874 - mmdet - INFO - Epoch [31][3350/7330] lr: 1.000e-05, eta: 11:38:32, time: 1.026, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1396, s0.acc: 94.9414, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2090, s1.loss_cls: 0.0628, s1.acc: 95.3306, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1057, s2.loss_cls: 0.0307, s2.acc: 95.2944, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0504, loss: 0.9994 +2025-06-27 14:03:02,395 - mmdet - INFO - Epoch [31][3400/7330] lr: 1.000e-05, eta: 11:37:40, time: 0.970, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1361, s0.acc: 95.1531, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2121, s1.loss_cls: 0.0600, s1.acc: 95.5833, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1070, s2.loss_cls: 0.0294, s2.acc: 95.4459, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 0.9986 +2025-06-27 14:03:53,775 - mmdet - INFO - Epoch [31][3450/7330] lr: 1.000e-05, eta: 11:36:48, time: 1.028, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1307, s0.acc: 95.2329, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2107, s1.loss_cls: 0.0585, s1.acc: 95.6450, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1054, s2.loss_cls: 0.0286, s2.acc: 95.6430, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0496, loss: 0.9704 +2025-06-27 14:04:42,359 - mmdet - INFO - Epoch [31][3500/7330] lr: 1.000e-05, eta: 11:35:56, time: 0.972, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1380, s0.acc: 94.9673, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2167, s1.loss_cls: 0.0617, s1.acc: 95.3679, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1079, s2.loss_cls: 0.0299, s2.acc: 95.4347, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 1.0103 +2025-06-27 14:05:30,453 - mmdet - INFO - Epoch [31][3550/7330] lr: 1.000e-05, eta: 11:35:04, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1286, s0.acc: 95.2344, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2134, s1.loss_cls: 0.0591, s1.acc: 95.5082, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1064, s2.loss_cls: 0.0290, s2.acc: 95.5491, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9793 +2025-06-27 14:06:25,070 - mmdet - INFO - Epoch [31][3600/7330] lr: 1.000e-05, eta: 11:34:13, time: 1.092, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1372, s0.acc: 94.9907, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2125, s1.loss_cls: 0.0620, s1.acc: 95.4051, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1074, s2.loss_cls: 0.0302, s2.acc: 95.3194, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 0.9996 +2025-06-27 14:07:23,517 - mmdet - INFO - Epoch [31][3650/7330] lr: 1.000e-05, eta: 11:33:22, time: 1.169, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1369, s0.acc: 94.9294, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2118, s1.loss_cls: 0.0616, s1.acc: 95.3201, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1072, s2.loss_cls: 0.0302, s2.acc: 95.4122, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0508, loss: 1.0095 +2025-06-27 14:08:11,658 - mmdet - INFO - Epoch [31][3700/7330] lr: 1.000e-05, eta: 11:32:30, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1383, s0.acc: 94.8450, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2122, s1.loss_cls: 0.0635, s1.acc: 95.1704, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1076, s2.loss_cls: 0.0315, s2.acc: 95.0807, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0507, loss: 1.0058 +2025-06-27 14:09:03,577 - mmdet - INFO - Epoch [31][3750/7330] lr: 1.000e-05, eta: 11:31:39, time: 1.038, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1325, s0.acc: 95.1826, s0.loss_bbox: 0.2052, s0.loss_mask: 0.2036, s1.loss_cls: 0.0600, s1.acc: 95.4871, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.5496, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0493, loss: 0.9670 +2025-06-27 14:09:52,369 - mmdet - INFO - Epoch [31][3800/7330] lr: 1.000e-05, eta: 11:30:46, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1376, s0.acc: 94.9990, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2123, s1.loss_cls: 0.0625, s1.acc: 95.3892, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1076, s2.loss_cls: 0.0303, s2.acc: 95.3397, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 1.0020 +2025-06-27 14:10:43,137 - mmdet - INFO - Epoch [31][3850/7330] lr: 1.000e-05, eta: 11:29:55, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1385, s0.acc: 94.9185, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2165, s1.loss_cls: 0.0630, s1.acc: 95.2471, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1094, s2.loss_cls: 0.0312, s2.acc: 95.1742, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0518, loss: 1.0180 +2025-06-27 14:11:32,073 - mmdet - INFO - Epoch [31][3900/7330] lr: 1.000e-05, eta: 11:29:03, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1429, s0.acc: 94.7344, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2176, s1.loss_cls: 0.0640, s1.acc: 95.1978, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1092, s2.loss_cls: 0.0310, s2.acc: 95.2847, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0327 +2025-06-27 14:12:19,878 - mmdet - INFO - Epoch [31][3950/7330] lr: 1.000e-05, eta: 11:28:10, time: 0.956, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1303, s0.acc: 95.1687, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2153, s1.loss_cls: 0.0591, s1.acc: 95.5507, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1078, s2.loss_cls: 0.0293, s2.acc: 95.5069, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0508, loss: 0.9913 +2025-06-27 14:13:11,169 - mmdet - INFO - Epoch [31][4000/7330] lr: 1.000e-05, eta: 11:27:19, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1477, s0.acc: 94.4851, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2178, s1.loss_cls: 0.0674, s1.acc: 94.8878, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1091, s2.loss_cls: 0.0327, s2.acc: 94.9537, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0551 +2025-06-27 14:14:10,427 - mmdet - INFO - Epoch [31][4050/7330] lr: 1.000e-05, eta: 11:26:29, time: 1.185, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1355, s0.acc: 95.0835, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2097, s1.loss_cls: 0.0606, s1.acc: 95.4684, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1059, s2.loss_cls: 0.0298, s2.acc: 95.4381, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 0.9937 +2025-06-27 14:15:01,866 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 14:15:01,866 - mmdet - INFO - Epoch [31][4100/7330] lr: 1.000e-05, eta: 11:25:37, time: 1.029, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1341, s0.acc: 95.1604, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2083, s1.loss_cls: 0.0601, s1.acc: 95.5707, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1050, s2.loss_cls: 0.0296, s2.acc: 95.5284, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 0.9849 +2025-06-27 14:15:53,428 - mmdet - INFO - Epoch [31][4150/7330] lr: 1.000e-05, eta: 11:24:45, time: 1.031, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1353, s0.acc: 95.0688, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2128, s1.loss_cls: 0.0621, s1.acc: 95.4041, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1066, s2.loss_cls: 0.0302, s2.acc: 95.4101, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0503, loss: 0.9969 +2025-06-27 14:16:41,803 - mmdet - INFO - Epoch [31][4200/7330] lr: 1.000e-05, eta: 11:23:53, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1348, s0.acc: 95.1646, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2067, s1.loss_cls: 0.0598, s1.acc: 95.6114, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1048, s2.loss_cls: 0.0292, s2.acc: 95.6275, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0493, loss: 0.9747 +2025-06-27 14:17:30,323 - mmdet - INFO - Epoch [31][4250/7330] lr: 1.000e-05, eta: 11:23:01, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1383, s0.acc: 94.9490, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2150, s1.loss_cls: 0.0624, s1.acc: 95.3810, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1081, s2.loss_cls: 0.0303, s2.acc: 95.4299, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0508, loss: 1.0103 +2025-06-27 14:18:21,259 - mmdet - INFO - Epoch [31][4300/7330] lr: 1.000e-05, eta: 11:22:10, time: 1.019, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1359, s0.acc: 95.0505, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2109, s1.loss_cls: 0.0616, s1.acc: 95.4481, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1071, s2.loss_cls: 0.0301, s2.acc: 95.4242, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 0.9994 +2025-06-27 14:19:09,806 - mmdet - INFO - Epoch [31][4350/7330] lr: 1.000e-05, eta: 11:21:17, time: 0.971, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1354, s0.acc: 95.0271, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2100, s1.loss_cls: 0.0610, s1.acc: 95.4894, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.4197, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9893 +2025-06-27 14:20:00,692 - mmdet - INFO - Epoch [31][4400/7330] lr: 1.000e-05, eta: 11:20:26, time: 1.018, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1374, s0.acc: 94.9702, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2169, s1.loss_cls: 0.0614, s1.acc: 95.4220, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1106, s2.loss_cls: 0.0302, s2.acc: 95.3487, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0525, loss: 1.0202 +2025-06-27 14:20:54,067 - mmdet - INFO - Epoch [31][4450/7330] lr: 1.000e-05, eta: 11:19:34, time: 1.067, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1285, s0.acc: 95.2891, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2107, s1.loss_cls: 0.0580, s1.acc: 95.6713, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1052, s2.loss_cls: 0.0286, s2.acc: 95.6432, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0492, loss: 0.9676 +2025-06-27 14:21:49,777 - mmdet - INFO - Epoch [31][4500/7330] lr: 1.000e-05, eta: 11:18:44, time: 1.114, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1370, s0.acc: 95.0208, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2145, s1.loss_cls: 0.0613, s1.acc: 95.3741, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1096, s2.loss_cls: 0.0300, s2.acc: 95.3929, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0520, loss: 1.0166 +2025-06-27 14:22:38,654 - mmdet - INFO - Epoch [31][4550/7330] lr: 1.000e-05, eta: 11:17:52, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1410, s0.acc: 94.7463, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2169, s1.loss_cls: 0.0646, s1.acc: 95.1145, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1087, s2.loss_cls: 0.0319, s2.acc: 95.0264, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0514, loss: 1.0410 +2025-06-27 14:23:30,167 - mmdet - INFO - Epoch [31][4600/7330] lr: 1.000e-05, eta: 11:17:00, time: 1.030, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1378, s0.acc: 94.8330, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2153, s1.loss_cls: 0.0631, s1.acc: 95.1754, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1078, s2.loss_cls: 0.0308, s2.acc: 95.2118, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0509, loss: 1.0192 +2025-06-27 14:24:18,325 - mmdet - INFO - Epoch [31][4650/7330] lr: 1.000e-05, eta: 11:16:08, time: 0.963, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1344, s0.acc: 95.0835, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2092, s1.loss_cls: 0.0597, s1.acc: 95.5637, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1070, s2.loss_cls: 0.0295, s2.acc: 95.5583, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0506, loss: 0.9860 +2025-06-27 14:25:09,305 - mmdet - INFO - Epoch [31][4700/7330] lr: 1.000e-05, eta: 11:15:16, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1355, s0.acc: 95.0571, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2122, s1.loss_cls: 0.0609, s1.acc: 95.4945, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1064, s2.loss_cls: 0.0300, s2.acc: 95.4415, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 0.9971 +2025-06-27 14:25:57,844 - mmdet - INFO - Epoch [31][4750/7330] lr: 1.000e-05, eta: 11:14:24, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1404, s0.acc: 94.8845, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2132, s1.loss_cls: 0.0620, s1.acc: 95.3932, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1067, s2.loss_cls: 0.0302, s2.acc: 95.3500, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 1.0113 +2025-06-27 14:26:46,925 - mmdet - INFO - Epoch [31][4800/7330] lr: 1.000e-05, eta: 11:13:32, time: 0.982, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0294, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1462, s0.acc: 94.6987, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2213, s1.loss_cls: 0.0663, s1.acc: 95.1117, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1117, s2.loss_cls: 0.0322, s2.acc: 95.1430, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0530, loss: 1.0650 +2025-06-27 14:27:39,973 - mmdet - INFO - Epoch [31][4850/7330] lr: 1.000e-05, eta: 11:12:41, time: 1.061, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1374, s0.acc: 94.9055, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2115, s1.loss_cls: 0.0619, s1.acc: 95.3568, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1058, s2.loss_cls: 0.0300, s2.acc: 95.3987, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0497, loss: 0.9947 +2025-06-27 14:28:41,203 - mmdet - INFO - Epoch [31][4900/7330] lr: 1.000e-05, eta: 11:11:51, time: 1.225, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1456, s0.acc: 94.6738, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2141, s1.loss_cls: 0.0658, s1.acc: 95.0556, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1079, s2.loss_cls: 0.0322, s2.acc: 94.9768, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0395 +2025-06-27 14:29:29,524 - mmdet - INFO - Epoch [31][4950/7330] lr: 1.000e-05, eta: 11:10:59, time: 0.966, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1372, s0.acc: 94.9934, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2154, s1.loss_cls: 0.0612, s1.acc: 95.4433, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1085, s2.loss_cls: 0.0303, s2.acc: 95.3979, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0514, loss: 1.0053 +2025-06-27 14:30:20,618 - mmdet - INFO - Epoch [31][5000/7330] lr: 1.000e-05, eta: 11:10:07, time: 1.021, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1350, s0.acc: 95.1270, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2147, s1.loss_cls: 0.0606, s1.acc: 95.5614, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1079, s2.loss_cls: 0.0299, s2.acc: 95.4428, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0053 +2025-06-27 14:31:09,124 - mmdet - INFO - Epoch [31][5050/7330] lr: 1.000e-05, eta: 11:09:15, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1420, s0.acc: 94.8350, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2167, s1.loss_cls: 0.0638, s1.acc: 95.2687, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1089, s2.loss_cls: 0.0316, s2.acc: 95.1486, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0518, loss: 1.0359 +2025-06-27 14:32:01,901 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 14:32:01,902 - mmdet - INFO - Epoch [31][5100/7330] lr: 1.000e-05, eta: 11:08:24, time: 1.056, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1382, s0.acc: 95.0510, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2156, s1.loss_cls: 0.0627, s1.acc: 95.3778, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1076, s2.loss_cls: 0.0304, s2.acc: 95.4066, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0509, loss: 1.0113 +2025-06-27 14:32:50,728 - mmdet - INFO - Epoch [31][5150/7330] lr: 1.000e-05, eta: 11:07:31, time: 0.977, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1407, s0.acc: 94.8606, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2160, s1.loss_cls: 0.0626, s1.acc: 95.3153, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1074, s2.loss_cls: 0.0306, s2.acc: 95.3233, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0506, loss: 1.0157 +2025-06-27 14:33:39,021 - mmdet - INFO - Epoch [31][5200/7330] lr: 1.000e-05, eta: 11:06:39, time: 0.966, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1380, s0.acc: 94.9397, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2144, s1.loss_cls: 0.0616, s1.acc: 95.3444, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1078, s2.loss_cls: 0.0303, s2.acc: 95.3527, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0515, loss: 1.0064 +2025-06-27 14:34:30,109 - mmdet - INFO - Epoch [31][5250/7330] lr: 1.000e-05, eta: 11:05:48, time: 1.022, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1344, s0.acc: 95.1233, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2124, s1.loss_cls: 0.0606, s1.acc: 95.5169, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1065, s2.loss_cls: 0.0293, s2.acc: 95.5755, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0503, loss: 0.9938 +2025-06-27 14:35:28,675 - mmdet - INFO - Epoch [31][5300/7330] lr: 1.000e-05, eta: 11:04:57, time: 1.171, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1417, s0.acc: 94.8345, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2129, s1.loss_cls: 0.0642, s1.acc: 95.2207, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1071, s2.loss_cls: 0.0316, s2.acc: 95.1987, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0509, loss: 1.0182 +2025-06-27 14:36:20,513 - mmdet - INFO - Epoch [31][5350/7330] lr: 1.000e-05, eta: 11:04:06, time: 1.037, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1307, s0.acc: 95.2537, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2083, s1.loss_cls: 0.0598, s1.acc: 95.6325, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1065, s2.loss_cls: 0.0295, s2.acc: 95.5236, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 0.9793 +2025-06-27 14:37:11,448 - mmdet - INFO - Epoch [31][5400/7330] lr: 1.000e-05, eta: 11:03:14, time: 1.019, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1328, s0.acc: 95.1370, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2131, s1.loss_cls: 0.0605, s1.acc: 95.5346, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1078, s2.loss_cls: 0.0299, s2.acc: 95.4345, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 0.9955 +2025-06-27 14:37:59,910 - mmdet - INFO - Epoch [31][5450/7330] lr: 1.000e-05, eta: 11:02:22, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1397, s0.acc: 94.8826, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2160, s1.loss_cls: 0.0624, s1.acc: 95.3635, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1082, s2.loss_cls: 0.0307, s2.acc: 95.3291, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0249 +2025-06-27 14:38:48,799 - mmdet - INFO - Epoch [31][5500/7330] lr: 1.000e-05, eta: 11:01:30, time: 0.978, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1421, s0.acc: 94.7993, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2124, s1.loss_cls: 0.0645, s1.acc: 95.2645, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1059, s2.loss_cls: 0.0315, s2.acc: 95.2734, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0502, loss: 1.0168 +2025-06-27 14:39:40,702 - mmdet - INFO - Epoch [31][5550/7330] lr: 1.000e-05, eta: 11:00:38, time: 1.038, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1416, s0.acc: 94.8962, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2178, s1.loss_cls: 0.0631, s1.acc: 95.3427, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1099, s2.loss_cls: 0.0313, s2.acc: 95.3155, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0520, loss: 1.0334 +2025-06-27 14:40:29,869 - mmdet - INFO - Epoch [31][5600/7330] lr: 1.000e-05, eta: 10:59:46, time: 0.983, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1407, s0.acc: 95.0071, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2118, s1.loss_cls: 0.0634, s1.acc: 95.4032, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1071, s2.loss_cls: 0.0308, s2.acc: 95.3551, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0508, loss: 1.0118 +2025-06-27 14:41:20,726 - mmdet - INFO - Epoch [31][5650/7330] lr: 1.000e-05, eta: 10:58:55, time: 1.017, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1402, s0.acc: 94.8882, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2112, s1.loss_cls: 0.0637, s1.acc: 95.3009, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1060, s2.loss_cls: 0.0311, s2.acc: 95.2797, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0502, loss: 1.0158 +2025-06-27 14:42:14,246 - mmdet - INFO - Epoch [31][5700/7330] lr: 1.000e-05, eta: 10:58:04, time: 1.070, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1420, s0.acc: 94.7957, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2100, s1.loss_cls: 0.0637, s1.acc: 95.2445, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1064, s2.loss_cls: 0.0313, s2.acc: 95.1983, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0501, loss: 1.0233 +2025-06-27 14:43:09,753 - mmdet - INFO - Epoch [31][5750/7330] lr: 1.000e-05, eta: 10:57:13, time: 1.110, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1293, s0.acc: 95.3347, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2175, s1.loss_cls: 0.0584, s1.acc: 95.6842, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1095, s2.loss_cls: 0.0282, s2.acc: 95.7415, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0517, loss: 0.9748 +2025-06-27 14:43:57,900 - mmdet - INFO - Epoch [31][5800/7330] lr: 1.000e-05, eta: 10:56:20, time: 0.963, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1332, s0.acc: 95.1187, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2102, s1.loss_cls: 0.0603, s1.acc: 95.5224, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1062, s2.loss_cls: 0.0294, s2.acc: 95.5966, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0503, loss: 0.9838 +2025-06-27 14:44:49,454 - mmdet - INFO - Epoch [31][5850/7330] lr: 1.000e-05, eta: 10:55:29, time: 1.031, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1436, s0.acc: 94.7437, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2176, s1.loss_cls: 0.0645, s1.acc: 95.1669, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1087, s2.loss_cls: 0.0314, s2.acc: 95.1987, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0510, loss: 1.0420 +2025-06-27 14:45:38,418 - mmdet - INFO - Epoch [31][5900/7330] lr: 1.000e-05, eta: 10:54:37, time: 0.979, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1443, s0.acc: 94.7544, s0.loss_bbox: 0.2192, s0.loss_mask: 0.2165, s1.loss_cls: 0.0652, s1.acc: 95.1458, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1084, s2.loss_cls: 0.0316, s2.acc: 95.1845, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0514, loss: 1.0301 +2025-06-27 14:46:30,148 - mmdet - INFO - Epoch [31][5950/7330] lr: 1.000e-05, eta: 10:53:45, time: 1.035, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1393, s0.acc: 94.8203, s0.loss_bbox: 0.2249, s0.loss_mask: 0.2160, s1.loss_cls: 0.0617, s1.acc: 95.3199, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1101, s2.loss_cls: 0.0305, s2.acc: 95.2605, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0519, loss: 1.0306 +2025-06-27 14:47:18,857 - mmdet - INFO - Epoch [31][6000/7330] lr: 1.000e-05, eta: 10:52:53, time: 0.974, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1418, s0.acc: 94.7249, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2168, s1.loss_cls: 0.0644, s1.acc: 95.0700, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1091, s2.loss_cls: 0.0311, s2.acc: 95.1617, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0367 +2025-06-27 14:48:07,653 - mmdet - INFO - Epoch [31][6050/7330] lr: 1.000e-05, eta: 10:52:01, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1333, s0.acc: 95.1675, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2108, s1.loss_cls: 0.0605, s1.acc: 95.5541, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1065, s2.loss_cls: 0.0298, s2.acc: 95.4615, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9868 +2025-06-27 14:49:00,504 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 14:49:00,505 - mmdet - INFO - Epoch [31][6100/7330] lr: 1.000e-05, eta: 10:51:10, time: 1.057, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1328, s0.acc: 95.0923, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2054, s1.loss_cls: 0.0599, s1.acc: 95.4821, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1044, s2.loss_cls: 0.0297, s2.acc: 95.3680, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0494, loss: 0.9665 +2025-06-27 14:49:59,064 - mmdet - INFO - Epoch [31][6150/7330] lr: 1.000e-05, eta: 10:50:19, time: 1.171, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1315, s0.acc: 95.1543, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2104, s1.loss_cls: 0.0587, s1.acc: 95.6420, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1068, s2.loss_cls: 0.0288, s2.acc: 95.5760, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 0.9822 +2025-06-27 14:50:47,640 - mmdet - INFO - Epoch [31][6200/7330] lr: 1.000e-05, eta: 10:49:27, time: 0.972, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1370, s0.acc: 94.9775, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2120, s1.loss_cls: 0.0619, s1.acc: 95.3588, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1066, s2.loss_cls: 0.0303, s2.acc: 95.3864, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0504, loss: 1.0108 +2025-06-27 14:51:38,382 - mmdet - INFO - Epoch [31][6250/7330] lr: 1.000e-05, eta: 10:48:36, time: 1.015, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1324, s0.acc: 95.1838, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2125, s1.loss_cls: 0.0598, s1.acc: 95.5485, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1059, s2.loss_cls: 0.0292, s2.acc: 95.5918, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0502, loss: 0.9820 +2025-06-27 14:52:27,494 - mmdet - INFO - Epoch [31][6300/7330] lr: 1.000e-05, eta: 10:47:44, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1344, s0.acc: 95.0708, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2068, s1.loss_cls: 0.0613, s1.acc: 95.4368, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1053, s2.loss_cls: 0.0300, s2.acc: 95.3311, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0500, loss: 0.9893 +2025-06-27 14:53:18,365 - mmdet - INFO - Epoch [31][6350/7330] lr: 1.000e-05, eta: 10:46:52, time: 1.017, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1387, s0.acc: 94.9727, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2125, s1.loss_cls: 0.0636, s1.acc: 95.3109, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1071, s2.loss_cls: 0.0308, s2.acc: 95.3748, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 1.0068 +2025-06-27 14:54:06,772 - mmdet - INFO - Epoch [31][6400/7330] lr: 1.000e-05, eta: 10:46:00, time: 0.968, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1419, s0.acc: 94.9294, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2169, s1.loss_cls: 0.0636, s1.acc: 95.3093, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1087, s2.loss_cls: 0.0308, s2.acc: 95.3273, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0211 +2025-06-27 14:54:54,555 - mmdet - INFO - Epoch [31][6450/7330] lr: 1.000e-05, eta: 10:45:08, time: 0.956, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1345, s0.acc: 95.0994, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2195, s1.loss_cls: 0.0602, s1.acc: 95.5231, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1113, s2.loss_cls: 0.0298, s2.acc: 95.4907, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0522, loss: 1.0075 +2025-06-27 14:55:45,169 - mmdet - INFO - Epoch [31][6500/7330] lr: 1.000e-05, eta: 10:44:16, time: 1.012, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1351, s0.acc: 95.0493, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2157, s1.loss_cls: 0.0604, s1.acc: 95.5017, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1086, s2.loss_cls: 0.0294, s2.acc: 95.5136, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0513, loss: 1.0010 +2025-06-27 14:56:43,863 - mmdet - INFO - Epoch [31][6550/7330] lr: 1.000e-05, eta: 10:43:26, time: 1.174, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1440, s0.acc: 94.7324, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2159, s1.loss_cls: 0.0649, s1.acc: 95.1529, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1091, s2.loss_cls: 0.0317, s2.acc: 95.1430, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0516, loss: 1.0350 +2025-06-27 14:57:34,798 - mmdet - INFO - Epoch [31][6600/7330] lr: 1.000e-05, eta: 10:42:34, time: 1.019, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1387, s0.acc: 94.9758, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2113, s1.loss_cls: 0.0626, s1.acc: 95.3973, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1062, s2.loss_cls: 0.0301, s2.acc: 95.4240, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0502, loss: 1.0080 +2025-06-27 14:58:26,070 - mmdet - INFO - Epoch [31][6650/7330] lr: 1.000e-05, eta: 10:41:42, time: 1.025, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1361, s0.acc: 95.0134, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2110, s1.loss_cls: 0.0613, s1.acc: 95.4654, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1065, s2.loss_cls: 0.0299, s2.acc: 95.4619, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0507, loss: 0.9942 +2025-06-27 14:59:14,229 - mmdet - INFO - Epoch [31][6700/7330] lr: 1.000e-05, eta: 10:40:50, time: 0.963, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1323, s0.acc: 95.2117, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2131, s1.loss_cls: 0.0587, s1.acc: 95.6277, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1078, s2.loss_cls: 0.0288, s2.acc: 95.6672, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0510, loss: 0.9857 +2025-06-27 15:00:05,189 - mmdet - INFO - Epoch [31][6750/7330] lr: 1.000e-05, eta: 10:39:59, time: 1.019, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1446, s0.acc: 94.7666, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2205, s1.loss_cls: 0.0659, s1.acc: 95.1466, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1094, s2.loss_cls: 0.0322, s2.acc: 95.1309, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0491 +2025-06-27 15:00:53,940 - mmdet - INFO - Epoch [31][6800/7330] lr: 1.000e-05, eta: 10:39:06, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1349, s0.acc: 95.0906, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2177, s1.loss_cls: 0.0616, s1.acc: 95.4561, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1099, s2.loss_cls: 0.0302, s2.acc: 95.4875, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0522, loss: 1.0160 +2025-06-27 15:01:42,836 - mmdet - INFO - Epoch [31][6850/7330] lr: 1.000e-05, eta: 10:38:14, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1430, s0.acc: 94.8032, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2191, s1.loss_cls: 0.0640, s1.acc: 95.2542, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1101, s2.loss_cls: 0.0311, s2.acc: 95.2563, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0520, loss: 1.0277 +2025-06-27 15:02:33,957 - mmdet - INFO - Epoch [31][6900/7330] lr: 1.000e-05, eta: 10:37:23, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1356, s0.acc: 95.0083, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2132, s1.loss_cls: 0.0614, s1.acc: 95.3838, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1079, s2.loss_cls: 0.0304, s2.acc: 95.2869, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0514, loss: 1.0090 +2025-06-27 15:03:30,710 - mmdet - INFO - Epoch [31][6950/7330] lr: 1.000e-05, eta: 10:36:32, time: 1.135, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1467, s0.acc: 94.6252, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2245, s1.loss_cls: 0.0655, s1.acc: 95.0557, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1123, s2.loss_cls: 0.0322, s2.acc: 94.9804, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0532, loss: 1.0669 +2025-06-27 15:04:23,929 - mmdet - INFO - Epoch [31][7000/7330] lr: 1.000e-05, eta: 10:35:41, time: 1.064, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1412, s0.acc: 94.8833, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2166, s1.loss_cls: 0.0654, s1.acc: 95.2054, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1101, s2.loss_cls: 0.0321, s2.acc: 95.1755, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0307 +2025-06-27 15:05:12,547 - mmdet - INFO - Epoch [31][7050/7330] lr: 1.000e-05, eta: 10:34:49, time: 0.972, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1383, s0.acc: 95.0239, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2118, s1.loss_cls: 0.0628, s1.acc: 95.4098, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1067, s2.loss_cls: 0.0304, s2.acc: 95.3744, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 1.0057 +2025-06-27 15:06:03,783 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 15:06:03,784 - mmdet - INFO - Epoch [31][7100/7330] lr: 1.000e-05, eta: 10:33:57, time: 1.025, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1376, s0.acc: 94.9487, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2122, s1.loss_cls: 0.0619, s1.acc: 95.2994, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1080, s2.loss_cls: 0.0307, s2.acc: 95.2866, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0514, loss: 1.0100 +2025-06-27 15:06:52,589 - mmdet - INFO - Epoch [31][7150/7330] lr: 1.000e-05, eta: 10:33:05, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1426, s0.acc: 94.7773, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2175, s1.loss_cls: 0.0646, s1.acc: 95.1960, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1097, s2.loss_cls: 0.0317, s2.acc: 95.2382, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0379 +2025-06-27 15:07:43,512 - mmdet - INFO - Epoch [31][7200/7330] lr: 1.000e-05, eta: 10:32:13, time: 1.019, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1352, s0.acc: 95.0332, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2101, s1.loss_cls: 0.0604, s1.acc: 95.4518, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1062, s2.loss_cls: 0.0296, s2.acc: 95.4044, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0505, loss: 0.9910 +2025-06-27 15:08:32,174 - mmdet - INFO - Epoch [31][7250/7330] lr: 1.000e-05, eta: 10:31:21, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1365, s0.acc: 95.0837, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2152, s1.loss_cls: 0.0601, s1.acc: 95.5782, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1087, s2.loss_cls: 0.0289, s2.acc: 95.6357, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0513, loss: 0.9989 +2025-06-27 15:09:20,659 - mmdet - INFO - Epoch [31][7300/7330] lr: 1.000e-05, eta: 10:30:29, time: 0.970, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1357, s0.acc: 94.9219, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2155, s1.loss_cls: 0.0606, s1.acc: 95.3881, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1074, s2.loss_cls: 0.0298, s2.acc: 95.3923, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0032 +2025-06-27 15:10:04,551 - mmdet - INFO - Saving checkpoint at 31 epochs +2025-06-27 15:13:17,315 - mmdet - INFO - Evaluating bbox... +2025-06-27 15:13:50,388 - mmdet - INFO - Evaluating segm... +2025-06-27 15:14:21,031 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 15:14:21,032 - mmdet - INFO - Epoch(val) [31][7330] bbox_mAP: 0.5000, bbox_mAP_50: 0.6910, bbox_mAP_75: 0.5440, bbox_mAP_s: 0.3310, bbox_mAP_m: 0.5290, bbox_mAP_l: 0.6580, bbox_mAP_copypaste: 0.500 0.691 0.544 0.331 0.529 0.658, segm_mAP: 0.4340, segm_mAP_50: 0.6640, segm_mAP_75: 0.4690, segm_mAP_s: 0.2660, segm_mAP_m: 0.4640, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.434 0.664 0.469 0.266 0.464 0.591 +2025-06-27 15:16:31,746 - mmdet - INFO - Epoch [32][50/7330] lr: 1.000e-05, eta: 10:29:15, time: 2.614, data_time: 1.585, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0305, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1398, s0.acc: 94.8394, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2169, s1.loss_cls: 0.0634, s1.acc: 95.2696, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1085, s2.loss_cls: 0.0310, s2.acc: 95.2670, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0511, loss: 1.0312 +2025-06-27 15:17:26,263 - mmdet - INFO - Epoch [32][100/7330] lr: 1.000e-05, eta: 10:28:23, time: 1.090, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1387, s0.acc: 94.9607, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2122, s1.loss_cls: 0.0620, s1.acc: 95.4109, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1072, s2.loss_cls: 0.0302, s2.acc: 95.4209, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0506, loss: 1.0115 +2025-06-27 15:18:17,503 - mmdet - INFO - Epoch [32][150/7330] lr: 1.000e-05, eta: 10:27:32, time: 1.025, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1414, s0.acc: 94.9138, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2192, s1.loss_cls: 0.0637, s1.acc: 95.3594, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1100, s2.loss_cls: 0.0309, s2.acc: 95.4264, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0518, loss: 1.0226 +2025-06-27 15:19:08,360 - mmdet - INFO - Epoch [32][200/7330] lr: 1.000e-05, eta: 10:26:40, time: 1.017, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1451, s0.acc: 94.7202, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2154, s1.loss_cls: 0.0649, s1.acc: 95.1648, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1084, s2.loss_cls: 0.0311, s2.acc: 95.3610, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0314 +2025-06-27 15:20:01,910 - mmdet - INFO - Epoch [32][250/7330] lr: 1.000e-05, eta: 10:25:49, time: 1.071, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1310, s0.acc: 95.2393, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2074, s1.loss_cls: 0.0591, s1.acc: 95.6030, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1047, s2.loss_cls: 0.0294, s2.acc: 95.4698, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9773 +2025-06-27 15:20:53,199 - mmdet - INFO - Epoch [32][300/7330] lr: 1.000e-05, eta: 10:24:57, time: 1.025, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1454, s0.acc: 94.6626, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2241, s1.loss_cls: 0.0654, s1.acc: 95.1205, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1113, s2.loss_cls: 0.0324, s2.acc: 94.9944, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0521, loss: 1.0639 +2025-06-27 15:21:48,584 - mmdet - INFO - Epoch [32][350/7330] lr: 1.000e-05, eta: 10:24:06, time: 1.108, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1320, s0.acc: 95.2151, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2168, s1.loss_cls: 0.0591, s1.acc: 95.6232, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1101, s2.loss_cls: 0.0292, s2.acc: 95.5594, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0519, loss: 0.9910 +2025-06-27 15:22:47,163 - mmdet - INFO - Epoch [32][400/7330] lr: 1.000e-05, eta: 10:23:16, time: 1.172, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1418, s0.acc: 94.8176, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2157, s1.loss_cls: 0.0643, s1.acc: 95.2393, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1077, s2.loss_cls: 0.0315, s2.acc: 95.1536, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0510, loss: 1.0330 +2025-06-27 15:23:39,779 - mmdet - INFO - Epoch [32][450/7330] lr: 1.000e-05, eta: 10:22:24, time: 1.052, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1315, s0.acc: 95.1697, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2106, s1.loss_cls: 0.0591, s1.acc: 95.5690, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1070, s2.loss_cls: 0.0290, s2.acc: 95.5365, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0507, loss: 0.9859 +2025-06-27 15:24:34,127 - mmdet - INFO - Epoch [32][500/7330] lr: 1.000e-05, eta: 10:21:33, time: 1.087, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1373, s0.acc: 95.1467, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2117, s1.loss_cls: 0.0617, s1.acc: 95.5088, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1054, s2.loss_cls: 0.0292, s2.acc: 95.6037, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0499, loss: 0.9897 +2025-06-27 15:25:23,576 - mmdet - INFO - Epoch [32][550/7330] lr: 1.000e-05, eta: 10:20:41, time: 0.989, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1303, s0.acc: 95.1685, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2092, s1.loss_cls: 0.0587, s1.acc: 95.5608, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1047, s2.loss_cls: 0.0288, s2.acc: 95.4629, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0496, loss: 0.9737 +2025-06-27 15:26:12,726 - mmdet - INFO - Epoch [32][600/7330] lr: 1.000e-05, eta: 10:19:49, time: 0.983, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1396, s0.acc: 94.9714, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2122, s1.loss_cls: 0.0626, s1.acc: 95.4122, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1074, s2.loss_cls: 0.0307, s2.acc: 95.3777, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0502, loss: 1.0090 +2025-06-27 15:27:02,868 - mmdet - INFO - Epoch [32][650/7330] lr: 1.000e-05, eta: 10:18:58, time: 1.003, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1383, s0.acc: 94.9678, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2153, s1.loss_cls: 0.0612, s1.acc: 95.4453, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1074, s2.loss_cls: 0.0300, s2.acc: 95.4452, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0507, loss: 1.0121 +2025-06-27 15:27:55,780 - mmdet - INFO - Epoch [32][700/7330] lr: 1.000e-05, eta: 10:18:06, time: 1.058, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1431, s0.acc: 94.7202, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2192, s1.loss_cls: 0.0658, s1.acc: 95.0101, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1095, s2.loss_cls: 0.0319, s2.acc: 95.1521, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 1.0488 +2025-06-27 15:28:48,258 - mmdet - INFO - Epoch [32][750/7330] lr: 1.000e-05, eta: 10:17:15, time: 1.050, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1445, s0.acc: 94.7026, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2195, s1.loss_cls: 0.0653, s1.acc: 95.1898, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1094, s2.loss_cls: 0.0318, s2.acc: 95.1772, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0518, loss: 1.0437 +2025-06-27 15:29:44,622 - mmdet - INFO - Epoch [32][800/7330] lr: 1.000e-05, eta: 10:16:24, time: 1.127, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1291, s0.acc: 95.2561, s0.loss_bbox: 0.2066, s0.loss_mask: 0.2126, s1.loss_cls: 0.0575, s1.acc: 95.7636, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1078, s2.loss_cls: 0.0280, s2.acc: 95.7657, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0511, loss: 0.9733 +2025-06-27 15:30:38,712 - mmdet - INFO - Epoch [32][850/7330] lr: 1.000e-05, eta: 10:15:33, time: 1.082, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1408, s0.acc: 94.9424, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2092, s1.loss_cls: 0.0625, s1.acc: 95.4296, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1056, s2.loss_cls: 0.0305, s2.acc: 95.3873, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0500, loss: 1.0028 +2025-06-27 15:31:28,198 - mmdet - INFO - Epoch [32][900/7330] lr: 1.000e-05, eta: 10:14:41, time: 0.990, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1492, s0.acc: 94.5151, s0.loss_bbox: 0.2278, s0.loss_mask: 0.2168, s1.loss_cls: 0.0677, s1.acc: 94.9222, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1094, s2.loss_cls: 0.0332, s2.acc: 94.9989, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0515, loss: 1.0544 +2025-06-27 15:32:20,441 - mmdet - INFO - Epoch [32][950/7330] lr: 1.000e-05, eta: 10:13:49, time: 1.045, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1438, s0.acc: 94.7563, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2187, s1.loss_cls: 0.0657, s1.acc: 95.1493, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1102, s2.loss_cls: 0.0323, s2.acc: 95.0626, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0385 +2025-06-27 15:33:09,250 - mmdet - INFO - Epoch [32][1000/7330] lr: 1.000e-05, eta: 10:12:57, time: 0.976, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1348, s0.acc: 95.0525, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2095, s1.loss_cls: 0.0609, s1.acc: 95.4628, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1051, s2.loss_cls: 0.0297, s2.acc: 95.5696, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0502, loss: 0.9885 +2025-06-27 15:33:58,177 - mmdet - INFO - Epoch [32][1050/7330] lr: 1.000e-05, eta: 10:12:05, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1352, s0.acc: 95.0730, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2125, s1.loss_cls: 0.0600, s1.acc: 95.5354, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1062, s2.loss_cls: 0.0296, s2.acc: 95.5454, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0503, loss: 0.9927 +2025-06-27 15:34:49,785 - mmdet - INFO - Epoch [32][1100/7330] lr: 1.000e-05, eta: 10:11:14, time: 1.032, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1341, s0.acc: 95.0420, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2115, s1.loss_cls: 0.0601, s1.acc: 95.4885, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1071, s2.loss_cls: 0.0292, s2.acc: 95.5686, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 0.9924 +2025-06-27 15:35:38,435 - mmdet - INFO - Epoch [32][1150/7330] lr: 1.000e-05, eta: 10:10:22, time: 0.973, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1359, s0.acc: 94.9905, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2140, s1.loss_cls: 0.0610, s1.acc: 95.3715, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1085, s2.loss_cls: 0.0301, s2.acc: 95.2786, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0113 +2025-06-27 15:36:32,390 - mmdet - INFO - Epoch [32][1200/7330] lr: 1.000e-05, eta: 10:09:31, time: 1.078, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1371, s0.acc: 95.0005, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2148, s1.loss_cls: 0.0619, s1.acc: 95.3464, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1081, s2.loss_cls: 0.0304, s2.acc: 95.3568, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0180 +2025-06-27 15:37:30,493 - mmdet - INFO - Epoch [32][1250/7330] lr: 1.000e-05, eta: 10:08:40, time: 1.163, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1340, s0.acc: 95.1008, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2138, s1.loss_cls: 0.0608, s1.acc: 95.5028, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1080, s2.loss_cls: 0.0299, s2.acc: 95.5013, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0509, loss: 0.9987 +2025-06-27 15:38:19,809 - mmdet - INFO - Epoch [32][1300/7330] lr: 1.000e-05, eta: 10:07:48, time: 0.986, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1465, s0.acc: 94.7949, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2177, s1.loss_cls: 0.0652, s1.acc: 95.3295, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1100, s2.loss_cls: 0.0312, s2.acc: 95.4027, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0520, loss: 1.0412 +2025-06-27 15:39:10,718 - mmdet - INFO - Epoch [32][1350/7330] lr: 1.000e-05, eta: 10:06:56, time: 1.018, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1331, s0.acc: 95.1223, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2120, s1.loss_cls: 0.0604, s1.acc: 95.4791, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1055, s2.loss_cls: 0.0296, s2.acc: 95.5115, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9912 +2025-06-27 15:39:59,620 - mmdet - INFO - Epoch [32][1400/7330] lr: 1.000e-05, eta: 10:06:04, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1361, s0.acc: 95.1025, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2163, s1.loss_cls: 0.0600, s1.acc: 95.5859, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1086, s2.loss_cls: 0.0292, s2.acc: 95.5929, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0510, loss: 1.0144 +2025-06-27 15:40:48,319 - mmdet - INFO - Epoch [32][1450/7330] lr: 1.000e-05, eta: 10:05:12, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1397, s0.acc: 94.8743, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2139, s1.loss_cls: 0.0628, s1.acc: 95.3175, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1087, s2.loss_cls: 0.0310, s2.acc: 95.2499, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0146 +2025-06-27 15:41:39,418 - mmdet - INFO - Epoch [32][1500/7330] lr: 1.000e-05, eta: 10:04:21, time: 1.022, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1390, s0.acc: 94.8750, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2188, s1.loss_cls: 0.0639, s1.acc: 95.2542, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1096, s2.loss_cls: 0.0314, s2.acc: 95.2255, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0518, loss: 1.0310 +2025-06-27 15:42:28,776 - mmdet - INFO - Epoch [32][1550/7330] lr: 1.000e-05, eta: 10:03:29, time: 0.987, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1374, s0.acc: 95.0042, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2163, s1.loss_cls: 0.0621, s1.acc: 95.4088, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1092, s2.loss_cls: 0.0307, s2.acc: 95.3808, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0512, loss: 1.0175 +2025-06-27 15:43:21,440 - mmdet - INFO - Epoch [32][1600/7330] lr: 1.000e-05, eta: 10:02:37, time: 1.053, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1322, s0.acc: 95.2419, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2098, s1.loss_cls: 0.0593, s1.acc: 95.6252, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1057, s2.loss_cls: 0.0288, s2.acc: 95.6550, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0503, loss: 0.9773 +2025-06-27 15:44:17,883 - mmdet - INFO - Epoch [32][1650/7330] lr: 1.000e-05, eta: 10:01:46, time: 1.129, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1378, s0.acc: 95.0063, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2122, s1.loss_cls: 0.0610, s1.acc: 95.4921, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1066, s2.loss_cls: 0.0296, s2.acc: 95.5534, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0506, loss: 1.0098 +2025-06-27 15:45:09,295 - mmdet - INFO - Epoch [32][1700/7330] lr: 1.000e-05, eta: 10:00:55, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1327, s0.acc: 95.1125, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2147, s1.loss_cls: 0.0603, s1.acc: 95.4764, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1078, s2.loss_cls: 0.0295, s2.acc: 95.5037, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0512, loss: 0.9912 +2025-06-27 15:46:00,384 - mmdet - INFO - Epoch [32][1750/7330] lr: 1.000e-05, eta: 10:00:03, time: 1.022, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1316, s0.acc: 95.0789, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2075, s1.loss_cls: 0.0597, s1.acc: 95.4664, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1045, s2.loss_cls: 0.0293, s2.acc: 95.4821, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0495, loss: 0.9836 +2025-06-27 15:46:49,692 - mmdet - INFO - Epoch [32][1800/7330] lr: 1.000e-05, eta: 9:59:11, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1333, s0.acc: 95.1157, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2117, s1.loss_cls: 0.0602, s1.acc: 95.5637, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1065, s2.loss_cls: 0.0293, s2.acc: 95.5208, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9868 +2025-06-27 15:47:38,235 - mmdet - INFO - Epoch [32][1850/7330] lr: 1.000e-05, eta: 9:58:19, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1329, s0.acc: 95.2019, s0.loss_bbox: 0.2090, s0.loss_mask: 0.2137, s1.loss_cls: 0.0605, s1.acc: 95.5448, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1080, s2.loss_cls: 0.0296, s2.acc: 95.5096, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0510, loss: 0.9921 +2025-06-27 15:48:27,137 - mmdet - INFO - Epoch [32][1900/7330] lr: 1.000e-05, eta: 9:57:27, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1334, s0.acc: 95.1252, s0.loss_bbox: 0.2116, s0.loss_mask: 0.2090, s1.loss_cls: 0.0602, s1.acc: 95.5102, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1050, s2.loss_cls: 0.0295, s2.acc: 95.4729, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0494, loss: 0.9838 +2025-06-27 15:49:18,408 - mmdet - INFO - Epoch [32][1950/7330] lr: 1.000e-05, eta: 9:56:36, time: 1.026, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1316, s0.acc: 95.1707, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2104, s1.loss_cls: 0.0582, s1.acc: 95.6365, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1069, s2.loss_cls: 0.0284, s2.acc: 95.6781, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0510, loss: 0.9788 +2025-06-27 15:50:09,675 - mmdet - INFO - Epoch [32][2000/7330] lr: 1.000e-05, eta: 9:55:44, time: 1.025, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1310, s0.acc: 95.1660, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2116, s1.loss_cls: 0.0590, s1.acc: 95.5450, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1067, s2.loss_cls: 0.0288, s2.acc: 95.5259, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 0.9876 +2025-06-27 15:51:03,905 - mmdet - INFO - Epoch [32][2050/7330] lr: 1.000e-05, eta: 9:54:53, time: 1.084, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1419, s0.acc: 94.8145, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2137, s1.loss_cls: 0.0638, s1.acc: 95.2571, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1072, s2.loss_cls: 0.0310, s2.acc: 95.2465, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0508, loss: 1.0216 +2025-06-27 15:52:00,360 - mmdet - INFO - Epoch [32][2100/7330] lr: 1.000e-05, eta: 9:54:02, time: 1.130, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1386, s0.acc: 94.9331, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2163, s1.loss_cls: 0.0625, s1.acc: 95.4001, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1089, s2.loss_cls: 0.0300, s2.acc: 95.5040, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0118 +2025-06-27 15:52:51,689 - mmdet - INFO - Epoch [32][2150/7330] lr: 1.000e-05, eta: 9:53:10, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1327, s0.acc: 95.1375, s0.loss_bbox: 0.2097, s0.loss_mask: 0.2111, s1.loss_cls: 0.0590, s1.acc: 95.5875, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1075, s2.loss_cls: 0.0284, s2.acc: 95.6990, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 0.9860 +2025-06-27 15:53:40,148 - mmdet - INFO - Epoch [32][2200/7330] lr: 1.000e-05, eta: 9:52:18, time: 1.022, data_time: 0.081, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1340, s0.acc: 95.1377, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2115, s1.loss_cls: 0.0614, s1.acc: 95.4073, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1063, s2.loss_cls: 0.0299, s2.acc: 95.4042, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0503, loss: 0.9903 +2025-06-27 15:54:28,475 - mmdet - INFO - Epoch [32][2250/7330] lr: 1.000e-05, eta: 9:51:26, time: 0.967, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1334, s0.acc: 95.1697, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2128, s1.loss_cls: 0.0601, s1.acc: 95.4969, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1073, s2.loss_cls: 0.0296, s2.acc: 95.4044, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0512, loss: 0.9921 +2025-06-27 15:55:17,489 - mmdet - INFO - Epoch [32][2300/7330] lr: 1.000e-05, eta: 9:50:34, time: 0.980, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1348, s0.acc: 95.1294, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2129, s1.loss_cls: 0.0593, s1.acc: 95.6436, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1087, s2.loss_cls: 0.0290, s2.acc: 95.6121, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0026 +2025-06-27 15:56:08,301 - mmdet - INFO - Epoch [32][2350/7330] lr: 1.000e-05, eta: 9:49:43, time: 1.016, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1318, s0.acc: 95.1709, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2102, s1.loss_cls: 0.0597, s1.acc: 95.5969, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1065, s2.loss_cls: 0.0294, s2.acc: 95.5563, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0502, loss: 0.9802 +2025-06-27 15:56:59,589 - mmdet - INFO - Epoch [32][2400/7330] lr: 1.000e-05, eta: 9:48:51, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1375, s0.acc: 94.9980, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2132, s1.loss_cls: 0.0619, s1.acc: 95.4644, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1075, s2.loss_cls: 0.0304, s2.acc: 95.3768, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 1.0175 +2025-06-27 15:57:50,954 - mmdet - INFO - Epoch [32][2450/7330] lr: 1.000e-05, eta: 9:47:59, time: 1.028, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1391, s0.acc: 94.8987, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2177, s1.loss_cls: 0.0616, s1.acc: 95.4119, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1101, s2.loss_cls: 0.0308, s2.acc: 95.3577, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0523, loss: 1.0310 +2025-06-27 15:58:49,982 - mmdet - INFO - Epoch [32][2500/7330] lr: 1.000e-05, eta: 9:47:09, time: 1.180, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1406, s0.acc: 94.8416, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2181, s1.loss_cls: 0.0639, s1.acc: 95.2647, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1094, s2.loss_cls: 0.0315, s2.acc: 95.2392, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0516, loss: 1.0262 +2025-06-27 15:59:38,654 - mmdet - INFO - Epoch [32][2550/7330] lr: 1.000e-05, eta: 9:46:17, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1358, s0.acc: 95.0513, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2126, s1.loss_cls: 0.0606, s1.acc: 95.5140, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1073, s2.loss_cls: 0.0298, s2.acc: 95.3961, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 1.0072 +2025-06-27 16:00:29,383 - mmdet - INFO - Epoch [32][2600/7330] lr: 1.000e-05, eta: 9:45:25, time: 1.015, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1421, s0.acc: 94.7405, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2219, s1.loss_cls: 0.0641, s1.acc: 95.1661, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1112, s2.loss_cls: 0.0319, s2.acc: 95.0903, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0520, loss: 1.0430 +2025-06-27 16:01:17,974 - mmdet - INFO - Epoch [32][2650/7330] lr: 1.000e-05, eta: 9:44:33, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1395, s0.acc: 94.9631, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2188, s1.loss_cls: 0.0622, s1.acc: 95.4032, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1092, s2.loss_cls: 0.0303, s2.acc: 95.4713, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0232 +2025-06-27 16:02:06,589 - mmdet - INFO - Epoch [32][2700/7330] lr: 1.000e-05, eta: 9:43:41, time: 0.972, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1428, s0.acc: 94.8064, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2145, s1.loss_cls: 0.0639, s1.acc: 95.2299, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1077, s2.loss_cls: 0.0312, s2.acc: 95.2543, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0503, loss: 1.0334 +2025-06-27 16:02:57,902 - mmdet - INFO - Epoch [32][2750/7330] lr: 1.000e-05, eta: 9:42:50, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1380, s0.acc: 94.8958, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2075, s1.loss_cls: 0.0616, s1.acc: 95.3933, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1060, s2.loss_cls: 0.0304, s2.acc: 95.3967, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0502, loss: 1.0101 +2025-06-27 16:03:46,472 - mmdet - INFO - Epoch [32][2800/7330] lr: 1.000e-05, eta: 9:41:57, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1347, s0.acc: 95.1667, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2154, s1.loss_cls: 0.0601, s1.acc: 95.5611, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1078, s2.loss_cls: 0.0298, s2.acc: 95.4553, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0510, loss: 1.0034 +2025-06-27 16:04:40,390 - mmdet - INFO - Epoch [32][2850/7330] lr: 1.000e-05, eta: 9:41:06, time: 1.078, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1375, s0.acc: 94.8994, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2184, s1.loss_cls: 0.0628, s1.acc: 95.2898, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1100, s2.loss_cls: 0.0310, s2.acc: 95.2105, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0518, loss: 1.0314 +2025-06-27 16:05:36,651 - mmdet - INFO - Epoch [32][2900/7330] lr: 1.000e-05, eta: 9:40:15, time: 1.125, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1409, s0.acc: 94.9607, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2131, s1.loss_cls: 0.0628, s1.acc: 95.4379, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1077, s2.loss_cls: 0.0303, s2.acc: 95.4991, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0205 +2025-06-27 16:06:30,280 - mmdet - INFO - Epoch [32][2950/7330] lr: 1.000e-05, eta: 9:39:24, time: 1.072, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1327, s0.acc: 95.2461, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2073, s1.loss_cls: 0.0586, s1.acc: 95.7242, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1052, s2.loss_cls: 0.0283, s2.acc: 95.7664, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0498, loss: 0.9766 +2025-06-27 16:07:22,932 - mmdet - INFO - Epoch [32][3000/7330] lr: 1.000e-05, eta: 9:38:33, time: 1.054, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1340, s0.acc: 94.9729, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2156, s1.loss_cls: 0.0605, s1.acc: 95.3777, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1097, s2.loss_cls: 0.0298, s2.acc: 95.3861, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 1.0092 +2025-06-27 16:08:12,256 - mmdet - INFO - Epoch [32][3050/7330] lr: 1.000e-05, eta: 9:37:41, time: 0.987, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1393, s0.acc: 94.9465, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2159, s1.loss_cls: 0.0630, s1.acc: 95.3787, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1092, s2.loss_cls: 0.0308, s2.acc: 95.2851, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0515, loss: 1.0166 +2025-06-27 16:09:01,039 - mmdet - INFO - Epoch [32][3100/7330] lr: 1.000e-05, eta: 9:36:49, time: 0.976, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1339, s0.acc: 95.2131, s0.loss_bbox: 0.2076, s0.loss_mask: 0.2054, s1.loss_cls: 0.0600, s1.acc: 95.6247, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1043, s2.loss_cls: 0.0295, s2.acc: 95.5376, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0492, loss: 0.9715 +2025-06-27 16:09:52,317 - mmdet - INFO - Epoch [32][3150/7330] lr: 1.000e-05, eta: 9:35:57, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1354, s0.acc: 95.1223, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2108, s1.loss_cls: 0.0613, s1.acc: 95.5054, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1062, s2.loss_cls: 0.0300, s2.acc: 95.5194, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0505, loss: 0.9951 +2025-06-27 16:10:41,113 - mmdet - INFO - Epoch [32][3200/7330] lr: 1.000e-05, eta: 9:35:05, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1454, s0.acc: 94.6707, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2154, s1.loss_cls: 0.0665, s1.acc: 95.0279, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1088, s2.loss_cls: 0.0323, s2.acc: 95.0310, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0452 +2025-06-27 16:11:32,422 - mmdet - INFO - Epoch [32][3250/7330] lr: 1.000e-05, eta: 9:34:14, time: 1.026, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1358, s0.acc: 95.0967, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2113, s1.loss_cls: 0.0607, s1.acc: 95.4909, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1056, s2.loss_cls: 0.0298, s2.acc: 95.4359, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0498, loss: 0.9999 +2025-06-27 16:12:28,220 - mmdet - INFO - Epoch [32][3300/7330] lr: 1.000e-05, eta: 9:33:23, time: 1.116, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1363, s0.acc: 95.0720, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2150, s1.loss_cls: 0.0611, s1.acc: 95.4320, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1075, s2.loss_cls: 0.0300, s2.acc: 95.5016, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0507, loss: 0.9970 +2025-06-27 16:13:21,857 - mmdet - INFO - Epoch [32][3350/7330] lr: 1.000e-05, eta: 9:32:31, time: 1.073, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1320, s0.acc: 95.1318, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2081, s1.loss_cls: 0.0600, s1.acc: 95.5901, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1056, s2.loss_cls: 0.0297, s2.acc: 95.4593, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0502, loss: 0.9785 +2025-06-27 16:14:13,701 - mmdet - INFO - Epoch [32][3400/7330] lr: 1.000e-05, eta: 9:31:40, time: 1.037, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1359, s0.acc: 94.9302, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2118, s1.loss_cls: 0.0617, s1.acc: 95.3393, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1066, s2.loss_cls: 0.0309, s2.acc: 95.1733, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0509, loss: 1.0107 +2025-06-27 16:15:02,866 - mmdet - INFO - Epoch [32][3450/7330] lr: 1.000e-05, eta: 9:30:48, time: 0.983, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1407, s0.acc: 94.7634, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2090, s1.loss_cls: 0.0637, s1.acc: 95.1725, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1057, s2.loss_cls: 0.0312, s2.acc: 95.1954, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0500, loss: 1.0167 +2025-06-27 16:15:50,840 - mmdet - INFO - Epoch [32][3500/7330] lr: 1.000e-05, eta: 9:29:56, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1308, s0.acc: 95.3066, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2108, s1.loss_cls: 0.0587, s1.acc: 95.6858, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1070, s2.loss_cls: 0.0288, s2.acc: 95.6123, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0508, loss: 0.9746 +2025-06-27 16:16:39,960 - mmdet - INFO - Epoch [32][3550/7330] lr: 1.000e-05, eta: 9:29:04, time: 0.982, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1354, s0.acc: 95.1504, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2086, s1.loss_cls: 0.0605, s1.acc: 95.5846, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1050, s2.loss_cls: 0.0292, s2.acc: 95.6918, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9875 +2025-06-27 16:17:30,855 - mmdet - INFO - Epoch [32][3600/7330] lr: 1.000e-05, eta: 9:28:12, time: 1.018, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1409, s0.acc: 94.7871, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2149, s1.loss_cls: 0.0640, s1.acc: 95.1488, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1079, s2.loss_cls: 0.0312, s2.acc: 95.1934, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 1.0238 +2025-06-27 16:18:21,853 - mmdet - INFO - Epoch [32][3650/7330] lr: 1.000e-05, eta: 9:27:20, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1377, s0.acc: 95.0637, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2085, s1.loss_cls: 0.0617, s1.acc: 95.5225, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1057, s2.loss_cls: 0.0304, s2.acc: 95.4956, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0501, loss: 0.9891 +2025-06-27 16:19:13,071 - mmdet - INFO - Epoch [32][3700/7330] lr: 1.000e-05, eta: 9:26:29, time: 1.024, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1363, s0.acc: 95.0073, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2109, s1.loss_cls: 0.0602, s1.acc: 95.4924, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1064, s2.loss_cls: 0.0296, s2.acc: 95.4686, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 1.0024 +2025-06-27 16:20:12,974 - mmdet - INFO - Epoch [32][3750/7330] lr: 1.000e-05, eta: 9:25:38, time: 1.198, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1394, s0.acc: 95.0374, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2078, s1.loss_cls: 0.0619, s1.acc: 95.4690, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1045, s2.loss_cls: 0.0301, s2.acc: 95.5188, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0492, loss: 0.9985 +2025-06-27 16:21:01,733 - mmdet - INFO - Epoch [32][3800/7330] lr: 1.000e-05, eta: 9:24:46, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1404, s0.acc: 94.9121, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2128, s1.loss_cls: 0.0622, s1.acc: 95.3727, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1081, s2.loss_cls: 0.0307, s2.acc: 95.3996, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0513, loss: 1.0134 +2025-06-27 16:21:52,800 - mmdet - INFO - Epoch [32][3850/7330] lr: 1.000e-05, eta: 9:23:55, time: 1.021, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1395, s0.acc: 94.9421, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2148, s1.loss_cls: 0.0631, s1.acc: 95.3058, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1082, s2.loss_cls: 0.0310, s2.acc: 95.3002, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0513, loss: 1.0153 +2025-06-27 16:22:41,744 - mmdet - INFO - Epoch [32][3900/7330] lr: 1.000e-05, eta: 9:23:03, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1459, s0.acc: 94.7622, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2189, s1.loss_cls: 0.0657, s1.acc: 95.2354, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1106, s2.loss_cls: 0.0320, s2.acc: 95.1630, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0522, loss: 1.0491 +2025-06-27 16:23:30,818 - mmdet - INFO - Epoch [32][3950/7330] lr: 1.000e-05, eta: 9:22:11, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1405, s0.acc: 94.8567, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2112, s1.loss_cls: 0.0629, s1.acc: 95.3436, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1059, s2.loss_cls: 0.0306, s2.acc: 95.4437, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0492, loss: 1.0056 +2025-06-27 16:24:21,774 - mmdet - INFO - Epoch [32][4000/7330] lr: 1.000e-05, eta: 9:21:19, time: 1.019, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1354, s0.acc: 95.1174, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2119, s1.loss_cls: 0.0603, s1.acc: 95.5301, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1063, s2.loss_cls: 0.0294, s2.acc: 95.4800, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9926 +2025-06-27 16:25:10,346 - mmdet - INFO - Epoch [32][4050/7330] lr: 1.000e-05, eta: 9:20:27, time: 0.971, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1441, s0.acc: 94.7600, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2188, s1.loss_cls: 0.0657, s1.acc: 95.1614, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1101, s2.loss_cls: 0.0319, s2.acc: 95.3083, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0516, loss: 1.0410 +2025-06-27 16:26:04,065 - mmdet - INFO - Epoch [32][4100/7330] lr: 1.000e-05, eta: 9:19:36, time: 1.074, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0301, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1399, s0.acc: 94.9038, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2157, s1.loss_cls: 0.0628, s1.acc: 95.3074, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1079, s2.loss_cls: 0.0303, s2.acc: 95.3067, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0508, loss: 1.0205 +2025-06-27 16:27:00,403 - mmdet - INFO - Epoch [32][4150/7330] lr: 1.000e-05, eta: 9:18:45, time: 1.127, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1312, s0.acc: 95.1677, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2110, s1.loss_cls: 0.0590, s1.acc: 95.5372, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1060, s2.loss_cls: 0.0289, s2.acc: 95.5393, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0499, loss: 0.9826 +2025-06-27 16:27:51,670 - mmdet - INFO - Epoch [32][4200/7330] lr: 1.000e-05, eta: 9:17:53, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1398, s0.acc: 94.8740, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2187, s1.loss_cls: 0.0634, s1.acc: 95.1673, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1105, s2.loss_cls: 0.0310, s2.acc: 95.1957, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0520, loss: 1.0312 +2025-06-27 16:28:44,883 - mmdet - INFO - Epoch [32][4250/7330] lr: 1.000e-05, eta: 9:17:02, time: 1.064, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1416, s0.acc: 94.7571, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2153, s1.loss_cls: 0.0641, s1.acc: 95.1668, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1078, s2.loss_cls: 0.0313, s2.acc: 95.1768, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0306 +2025-06-27 16:29:33,509 - mmdet - INFO - Epoch [32][4300/7330] lr: 1.000e-05, eta: 9:16:10, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1374, s0.acc: 95.0029, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2191, s1.loss_cls: 0.0624, s1.acc: 95.3740, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1090, s2.loss_cls: 0.0302, s2.acc: 95.4674, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0517, loss: 1.0155 +2025-06-27 16:30:22,282 - mmdet - INFO - Epoch [32][4350/7330] lr: 1.000e-05, eta: 9:15:18, time: 0.975, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1299, s0.acc: 95.2769, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2077, s1.loss_cls: 0.0572, s1.acc: 95.7356, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1052, s2.loss_cls: 0.0281, s2.acc: 95.7248, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9679 +2025-06-27 16:31:13,153 - mmdet - INFO - Epoch [32][4400/7330] lr: 1.000e-05, eta: 9:14:26, time: 1.017, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1341, s0.acc: 95.0090, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2091, s1.loss_cls: 0.0603, s1.acc: 95.4723, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1056, s2.loss_cls: 0.0298, s2.acc: 95.4922, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0500, loss: 0.9863 +2025-06-27 16:32:01,394 - mmdet - INFO - Epoch [32][4450/7330] lr: 1.000e-05, eta: 9:13:34, time: 0.965, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1279, s0.acc: 95.3625, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2070, s1.loss_cls: 0.0563, s1.acc: 95.8225, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1045, s2.loss_cls: 0.0279, s2.acc: 95.7439, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0495, loss: 0.9550 +2025-06-27 16:32:52,495 - mmdet - INFO - Epoch [32][4500/7330] lr: 1.000e-05, eta: 9:12:43, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1371, s0.acc: 94.9905, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2156, s1.loss_cls: 0.0608, s1.acc: 95.4581, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1083, s2.loss_cls: 0.0295, s2.acc: 95.5081, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0514, loss: 1.0115 +2025-06-27 16:33:48,613 - mmdet - INFO - Epoch [32][4550/7330] lr: 1.000e-05, eta: 9:11:52, time: 1.122, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1437, s0.acc: 94.7412, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2138, s1.loss_cls: 0.0653, s1.acc: 95.1671, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1081, s2.loss_cls: 0.0317, s2.acc: 95.1892, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0512, loss: 1.0288 +2025-06-27 16:34:42,486 - mmdet - INFO - Epoch [32][4600/7330] lr: 1.000e-05, eta: 9:11:01, time: 1.077, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1403, s0.acc: 94.8350, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2110, s1.loss_cls: 0.0621, s1.acc: 95.3593, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1053, s2.loss_cls: 0.0300, s2.acc: 95.4122, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0498, loss: 1.0079 +2025-06-27 16:35:34,787 - mmdet - INFO - Epoch [32][4650/7330] lr: 1.000e-05, eta: 9:10:09, time: 1.047, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1441, s0.acc: 94.7170, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2167, s1.loss_cls: 0.0642, s1.acc: 95.2865, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1098, s2.loss_cls: 0.0313, s2.acc: 95.2596, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0517, loss: 1.0372 +2025-06-27 16:36:23,748 - mmdet - INFO - Epoch [32][4700/7330] lr: 1.000e-05, eta: 9:09:17, time: 0.979, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1361, s0.acc: 94.9941, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2144, s1.loss_cls: 0.0615, s1.acc: 95.3780, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1070, s2.loss_cls: 0.0296, s2.acc: 95.4825, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0506, loss: 0.9983 +2025-06-27 16:37:12,587 - mmdet - INFO - Epoch [32][4750/7330] lr: 1.000e-05, eta: 9:08:25, time: 0.977, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1376, s0.acc: 94.8970, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2130, s1.loss_cls: 0.0622, s1.acc: 95.2993, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1065, s2.loss_cls: 0.0308, s2.acc: 95.1673, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0503, loss: 1.0124 +2025-06-27 16:38:01,593 - mmdet - INFO - Epoch [32][4800/7330] lr: 1.000e-05, eta: 9:07:33, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1396, s0.acc: 94.8779, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2149, s1.loss_cls: 0.0624, s1.acc: 95.3548, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1076, s2.loss_cls: 0.0305, s2.acc: 95.3220, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0510, loss: 1.0218 +2025-06-27 16:38:53,305 - mmdet - INFO - Epoch [32][4850/7330] lr: 1.000e-05, eta: 9:06:42, time: 1.035, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0310, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1496, s0.acc: 94.5630, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2203, s1.loss_cls: 0.0678, s1.acc: 94.9377, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1111, s2.loss_cls: 0.0332, s2.acc: 94.9488, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0525, loss: 1.0759 +2025-06-27 16:39:43,558 - mmdet - INFO - Epoch [32][4900/7330] lr: 1.000e-05, eta: 9:05:50, time: 1.005, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1342, s0.acc: 95.0957, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2174, s1.loss_cls: 0.0604, s1.acc: 95.4506, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1093, s2.loss_cls: 0.0298, s2.acc: 95.4330, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0514, loss: 1.0056 +2025-06-27 16:40:37,383 - mmdet - INFO - Epoch [32][4950/7330] lr: 1.000e-05, eta: 9:04:59, time: 1.076, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1384, s0.acc: 94.8604, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2102, s1.loss_cls: 0.0619, s1.acc: 95.2763, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1059, s2.loss_cls: 0.0303, s2.acc: 95.3428, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0503, loss: 1.0032 +2025-06-27 16:41:33,506 - mmdet - INFO - Epoch [32][5000/7330] lr: 1.000e-05, eta: 9:04:08, time: 1.123, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1411, s0.acc: 94.7893, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2189, s1.loss_cls: 0.0633, s1.acc: 95.2137, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1098, s2.loss_cls: 0.0310, s2.acc: 95.1689, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0390 +2025-06-27 16:42:22,328 - mmdet - INFO - Epoch [32][5050/7330] lr: 1.000e-05, eta: 9:03:16, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1386, s0.acc: 94.9275, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2172, s1.loss_cls: 0.0619, s1.acc: 95.3959, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1088, s2.loss_cls: 0.0302, s2.acc: 95.4416, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0107 +2025-06-27 16:43:15,177 - mmdet - INFO - Epoch [32][5100/7330] lr: 1.000e-05, eta: 9:02:24, time: 1.057, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1351, s0.acc: 95.1067, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2091, s1.loss_cls: 0.0624, s1.acc: 95.3559, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1064, s2.loss_cls: 0.0305, s2.acc: 95.3652, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0502, loss: 1.0016 +2025-06-27 16:44:03,692 - mmdet - INFO - Epoch [32][5150/7330] lr: 1.000e-05, eta: 9:01:32, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1408, s0.acc: 94.8955, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2110, s1.loss_cls: 0.0639, s1.acc: 95.2527, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1070, s2.loss_cls: 0.0313, s2.acc: 95.3027, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0507, loss: 1.0090 +2025-06-27 16:44:52,648 - mmdet - INFO - Epoch [32][5200/7330] lr: 1.000e-05, eta: 9:00:40, time: 0.979, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1347, s0.acc: 95.1372, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2141, s1.loss_cls: 0.0602, s1.acc: 95.6013, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1083, s2.loss_cls: 0.0294, s2.acc: 95.5103, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0514, loss: 0.9962 +2025-06-27 16:45:44,036 - mmdet - INFO - Epoch [32][5250/7330] lr: 1.000e-05, eta: 8:59:49, time: 1.028, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1389, s0.acc: 94.8411, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2158, s1.loss_cls: 0.0630, s1.acc: 95.2590, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1081, s2.loss_cls: 0.0306, s2.acc: 95.2236, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0509, loss: 1.0290 +2025-06-27 16:46:33,299 - mmdet - INFO - Epoch [32][5300/7330] lr: 1.000e-05, eta: 8:58:57, time: 0.985, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1465, s0.acc: 94.6638, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2154, s1.loss_cls: 0.0667, s1.acc: 95.1277, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1077, s2.loss_cls: 0.0324, s2.acc: 95.0588, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0362 +2025-06-27 16:47:27,360 - mmdet - INFO - Epoch [32][5350/7330] lr: 1.000e-05, eta: 8:58:06, time: 1.081, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1408, s0.acc: 94.9622, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2111, s1.loss_cls: 0.0638, s1.acc: 95.2965, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1069, s2.loss_cls: 0.0309, s2.acc: 95.4127, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0506, loss: 1.0115 +2025-06-27 16:48:23,423 - mmdet - INFO - Epoch [32][5400/7330] lr: 1.000e-05, eta: 8:57:15, time: 1.120, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1338, s0.acc: 95.1584, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2151, s1.loss_cls: 0.0602, s1.acc: 95.4949, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1090, s2.loss_cls: 0.0297, s2.acc: 95.4667, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0027 +2025-06-27 16:49:14,335 - mmdet - INFO - Epoch [32][5450/7330] lr: 1.000e-05, eta: 8:56:23, time: 1.019, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1369, s0.acc: 95.0486, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2132, s1.loss_cls: 0.0620, s1.acc: 95.4062, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1073, s2.loss_cls: 0.0302, s2.acc: 95.4460, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0511, loss: 0.9997 +2025-06-27 16:50:05,701 - mmdet - INFO - Epoch [32][5500/7330] lr: 1.000e-05, eta: 8:55:31, time: 1.027, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1403, s0.acc: 94.8235, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2151, s1.loss_cls: 0.0631, s1.acc: 95.2621, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1083, s2.loss_cls: 0.0310, s2.acc: 95.2771, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0511, loss: 1.0243 +2025-06-27 16:50:54,324 - mmdet - INFO - Epoch [32][5550/7330] lr: 1.000e-05, eta: 8:54:40, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1356, s0.acc: 95.0833, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2119, s1.loss_cls: 0.0614, s1.acc: 95.4427, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1074, s2.loss_cls: 0.0301, s2.acc: 95.4105, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0508, loss: 0.9980 +2025-06-27 16:51:42,994 - mmdet - INFO - Epoch [32][5600/7330] lr: 1.000e-05, eta: 8:53:48, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1421, s0.acc: 94.7971, s0.loss_bbox: 0.2238, s0.loss_mask: 0.2152, s1.loss_cls: 0.0643, s1.acc: 95.2653, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1084, s2.loss_cls: 0.0313, s2.acc: 95.3166, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0324 +2025-06-27 16:52:33,812 - mmdet - INFO - Epoch [32][5650/7330] lr: 1.000e-05, eta: 8:52:56, time: 1.016, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1332, s0.acc: 95.1980, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2127, s1.loss_cls: 0.0600, s1.acc: 95.6264, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1075, s2.loss_cls: 0.0290, s2.acc: 95.6113, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0510, loss: 0.9853 +2025-06-27 16:53:22,887 - mmdet - INFO - Epoch [32][5700/7330] lr: 1.000e-05, eta: 8:52:04, time: 0.981, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1376, s0.acc: 94.9817, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2120, s1.loss_cls: 0.0620, s1.acc: 95.3786, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1066, s2.loss_cls: 0.0303, s2.acc: 95.3908, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0505, loss: 1.0128 +2025-06-27 16:54:13,549 - mmdet - INFO - Epoch [32][5750/7330] lr: 1.000e-05, eta: 8:51:12, time: 1.014, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1348, s0.acc: 95.1592, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2108, s1.loss_cls: 0.0615, s1.acc: 95.5184, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1066, s2.loss_cls: 0.0302, s2.acc: 95.5418, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0505, loss: 0.9923 +2025-06-27 16:55:12,968 - mmdet - INFO - Epoch [32][5800/7330] lr: 1.000e-05, eta: 8:50:22, time: 1.188, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1383, s0.acc: 94.9482, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2129, s1.loss_cls: 0.0619, s1.acc: 95.3420, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1087, s2.loss_cls: 0.0304, s2.acc: 95.3860, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0517, loss: 1.0070 +2025-06-27 16:56:03,646 - mmdet - INFO - Epoch [32][5850/7330] lr: 1.000e-05, eta: 8:49:30, time: 1.013, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1318, s0.acc: 95.1545, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2100, s1.loss_cls: 0.0603, s1.acc: 95.4745, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1059, s2.loss_cls: 0.0296, s2.acc: 95.4913, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0498, loss: 0.9806 +2025-06-27 16:56:54,395 - mmdet - INFO - Epoch [32][5900/7330] lr: 1.000e-05, eta: 8:48:38, time: 1.015, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1379, s0.acc: 94.8682, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2132, s1.loss_cls: 0.0622, s1.acc: 95.2735, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1072, s2.loss_cls: 0.0301, s2.acc: 95.3250, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 1.0160 +2025-06-27 16:57:43,524 - mmdet - INFO - Epoch [32][5950/7330] lr: 1.000e-05, eta: 8:47:46, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1387, s0.acc: 94.8960, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2115, s1.loss_cls: 0.0622, s1.acc: 95.3038, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1070, s2.loss_cls: 0.0299, s2.acc: 95.3457, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0505, loss: 1.0098 +2025-06-27 16:58:32,173 - mmdet - INFO - Epoch [32][6000/7330] lr: 1.000e-05, eta: 8:46:55, time: 0.974, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1340, s0.acc: 95.0793, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2106, s1.loss_cls: 0.0611, s1.acc: 95.4745, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1067, s2.loss_cls: 0.0297, s2.acc: 95.4061, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0506, loss: 0.9885 +2025-06-27 16:59:20,875 - mmdet - INFO - Epoch [32][6050/7330] lr: 1.000e-05, eta: 8:46:03, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1340, s0.acc: 95.0574, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2086, s1.loss_cls: 0.0600, s1.acc: 95.5192, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.4304, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9964 +2025-06-27 17:00:12,907 - mmdet - INFO - Epoch [32][6100/7330] lr: 1.000e-05, eta: 8:45:11, time: 1.040, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1445, s0.acc: 94.6797, s0.loss_bbox: 0.2261, s0.loss_mask: 0.2159, s1.loss_cls: 0.0645, s1.acc: 95.1832, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1080, s2.loss_cls: 0.0318, s2.acc: 95.1588, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0510, loss: 1.0399 +2025-06-27 17:01:03,612 - mmdet - INFO - Epoch [32][6150/7330] lr: 1.000e-05, eta: 8:44:19, time: 1.015, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1324, s0.acc: 95.2271, s0.loss_bbox: 0.2002, s0.loss_mask: 0.2049, s1.loss_cls: 0.0593, s1.acc: 95.6512, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1034, s2.loss_cls: 0.0287, s2.acc: 95.6642, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0488, loss: 0.9532 +2025-06-27 17:01:59,464 - mmdet - INFO - Epoch [32][6200/7330] lr: 1.000e-05, eta: 8:43:28, time: 1.117, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1457, s0.acc: 94.6931, s0.loss_bbox: 0.2222, s0.loss_mask: 0.2225, s1.loss_cls: 0.0658, s1.acc: 95.0920, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1113, s2.loss_cls: 0.0321, s2.acc: 95.2145, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0461 +2025-06-27 17:02:55,873 - mmdet - INFO - Epoch [32][6250/7330] lr: 1.000e-05, eta: 8:42:37, time: 1.128, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1323, s0.acc: 95.2249, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2147, s1.loss_cls: 0.0590, s1.acc: 95.6704, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1087, s2.loss_cls: 0.0289, s2.acc: 95.7070, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0517, loss: 0.9886 +2025-06-27 17:03:44,473 - mmdet - INFO - Epoch [32][6300/7330] lr: 1.000e-05, eta: 8:41:45, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1346, s0.acc: 95.0476, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2144, s1.loss_cls: 0.0605, s1.acc: 95.5647, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1085, s2.loss_cls: 0.0302, s2.acc: 95.3967, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0515, loss: 1.0060 +2025-06-27 17:04:35,463 - mmdet - INFO - Epoch [32][6350/7330] lr: 1.000e-05, eta: 8:40:54, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1324, s0.acc: 95.1631, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2117, s1.loss_cls: 0.0600, s1.acc: 95.5514, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1073, s2.loss_cls: 0.0295, s2.acc: 95.5835, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0508, loss: 0.9912 +2025-06-27 17:05:23,049 - mmdet - INFO - Epoch [32][6400/7330] lr: 1.000e-05, eta: 8:40:02, time: 0.951, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1362, s0.acc: 95.0466, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2088, s1.loss_cls: 0.0621, s1.acc: 95.3570, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1061, s2.loss_cls: 0.0309, s2.acc: 95.2550, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0507, loss: 0.9861 +2025-06-27 17:06:11,485 - mmdet - INFO - Epoch [32][6450/7330] lr: 1.000e-05, eta: 8:39:10, time: 0.969, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1285, s0.acc: 95.3789, s0.loss_bbox: 0.1979, s0.loss_mask: 0.2070, s1.loss_cls: 0.0574, s1.acc: 95.7725, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1057, s2.loss_cls: 0.0283, s2.acc: 95.7550, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0502, loss: 0.9537 +2025-06-27 17:07:03,072 - mmdet - INFO - Epoch [32][6500/7330] lr: 1.000e-05, eta: 8:38:18, time: 1.032, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1409, s0.acc: 94.8501, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2174, s1.loss_cls: 0.0624, s1.acc: 95.3797, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1078, s2.loss_cls: 0.0304, s2.acc: 95.3591, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0269 +2025-06-27 17:07:50,966 - mmdet - INFO - Epoch [32][6550/7330] lr: 1.000e-05, eta: 8:37:26, time: 0.958, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1284, s0.acc: 95.3013, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2103, s1.loss_cls: 0.0574, s1.acc: 95.7034, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1061, s2.loss_cls: 0.0280, s2.acc: 95.6577, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0503, loss: 0.9642 +2025-06-27 17:08:44,501 - mmdet - INFO - Epoch [32][6600/7330] lr: 1.000e-05, eta: 8:36:35, time: 1.071, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1339, s0.acc: 95.0100, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2080, s1.loss_cls: 0.0602, s1.acc: 95.3880, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1064, s2.loss_cls: 0.0295, s2.acc: 95.4527, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 0.9843 +2025-06-27 17:09:39,385 - mmdet - INFO - Epoch [32][6650/7330] lr: 1.000e-05, eta: 8:35:44, time: 1.098, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1338, s0.acc: 95.0840, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2059, s1.loss_cls: 0.0615, s1.acc: 95.4130, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1041, s2.loss_cls: 0.0305, s2.acc: 95.3417, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0493, loss: 0.9815 +2025-06-27 17:10:30,695 - mmdet - INFO - Epoch [32][6700/7330] lr: 1.000e-05, eta: 8:34:52, time: 1.026, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1358, s0.acc: 95.0752, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2105, s1.loss_cls: 0.0605, s1.acc: 95.5097, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1057, s2.loss_cls: 0.0297, s2.acc: 95.5223, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9954 +2025-06-27 17:11:22,315 - mmdet - INFO - Epoch [32][6750/7330] lr: 1.000e-05, eta: 8:34:00, time: 1.032, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1374, s0.acc: 94.9575, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2212, s1.loss_cls: 0.0623, s1.acc: 95.3111, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1107, s2.loss_cls: 0.0304, s2.acc: 95.2663, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0522, loss: 1.0311 +2025-06-27 17:12:10,983 - mmdet - INFO - Epoch [32][6800/7330] lr: 1.000e-05, eta: 8:33:09, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1361, s0.acc: 95.0266, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2075, s1.loss_cls: 0.0617, s1.acc: 95.4408, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1045, s2.loss_cls: 0.0300, s2.acc: 95.4873, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9940 +2025-06-27 17:13:00,034 - mmdet - INFO - Epoch [32][6850/7330] lr: 1.000e-05, eta: 8:32:17, time: 0.981, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1370, s0.acc: 95.0452, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2133, s1.loss_cls: 0.0618, s1.acc: 95.4506, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1073, s2.loss_cls: 0.0296, s2.acc: 95.5734, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0504, loss: 1.0030 +2025-06-27 17:13:51,124 - mmdet - INFO - Epoch [32][6900/7330] lr: 1.000e-05, eta: 8:31:25, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1297, s0.acc: 95.2502, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2141, s1.loss_cls: 0.0583, s1.acc: 95.6921, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1081, s2.loss_cls: 0.0284, s2.acc: 95.6864, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0508, loss: 0.9811 +2025-06-27 17:14:39,372 - mmdet - INFO - Epoch [32][6950/7330] lr: 1.000e-05, eta: 8:30:33, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1335, s0.acc: 95.1611, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2131, s1.loss_cls: 0.0602, s1.acc: 95.6076, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1073, s2.loss_cls: 0.0291, s2.acc: 95.6485, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0508, loss: 0.9925 +2025-06-27 17:15:30,998 - mmdet - INFO - Epoch [32][7000/7330] lr: 1.000e-05, eta: 8:29:41, time: 1.033, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1370, s0.acc: 94.9167, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2137, s1.loss_cls: 0.0616, s1.acc: 95.2953, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1085, s2.loss_cls: 0.0301, s2.acc: 95.3614, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0097 +2025-06-27 17:16:32,630 - mmdet - INFO - Epoch [32][7050/7330] lr: 1.000e-05, eta: 8:28:51, time: 1.233, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1337, s0.acc: 95.2036, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2112, s1.loss_cls: 0.0593, s1.acc: 95.6623, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1069, s2.loss_cls: 0.0293, s2.acc: 95.6106, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0511, loss: 0.9868 +2025-06-27 17:17:24,122 - mmdet - INFO - Epoch [32][7100/7330] lr: 1.000e-05, eta: 8:28:00, time: 1.030, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1344, s0.acc: 95.0850, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2144, s1.loss_cls: 0.0609, s1.acc: 95.4877, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1089, s2.loss_cls: 0.0298, s2.acc: 95.5152, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0517, loss: 1.0036 +2025-06-27 17:18:15,075 - mmdet - INFO - Epoch [32][7150/7330] lr: 1.000e-05, eta: 8:27:08, time: 1.019, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0181, s0.loss_cls: 0.1292, s0.acc: 95.3215, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2063, s1.loss_cls: 0.0587, s1.acc: 95.7137, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1048, s2.loss_cls: 0.0285, s2.acc: 95.6379, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0499, loss: 0.9599 +2025-06-27 17:19:04,240 - mmdet - INFO - Epoch [32][7200/7330] lr: 1.000e-05, eta: 8:26:16, time: 0.983, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1386, s0.acc: 94.8718, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2126, s1.loss_cls: 0.0619, s1.acc: 95.3906, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1070, s2.loss_cls: 0.0305, s2.acc: 95.3158, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0511, loss: 1.0177 +2025-06-27 17:19:53,573 - mmdet - INFO - Epoch [32][7250/7330] lr: 1.000e-05, eta: 8:25:24, time: 0.987, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1363, s0.acc: 94.9866, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2153, s1.loss_cls: 0.0608, s1.acc: 95.4545, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1087, s2.loss_cls: 0.0298, s2.acc: 95.4759, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0517, loss: 1.0089 +2025-06-27 17:20:42,041 - mmdet - INFO - Epoch [32][7300/7330] lr: 1.000e-05, eta: 8:24:32, time: 0.969, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1357, s0.acc: 95.1191, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2143, s1.loss_cls: 0.0609, s1.acc: 95.5725, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1085, s2.loss_cls: 0.0297, s2.acc: 95.4870, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0514, loss: 1.0099 +2025-06-27 17:21:22,382 - mmdet - INFO - Saving checkpoint at 32 epochs +2025-06-27 17:24:33,941 - mmdet - INFO - Evaluating bbox... +2025-06-27 17:25:02,108 - mmdet - INFO - Evaluating segm... +2025-06-27 17:25:35,979 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 17:25:35,979 - mmdet - INFO - Epoch(val) [32][7330] bbox_mAP: 0.5010, bbox_mAP_50: 0.6910, bbox_mAP_75: 0.5470, bbox_mAP_s: 0.3330, bbox_mAP_m: 0.5300, bbox_mAP_l: 0.6570, bbox_mAP_copypaste: 0.501 0.691 0.547 0.333 0.530 0.657, segm_mAP: 0.4320, segm_mAP_50: 0.6650, segm_mAP_75: 0.4670, segm_mAP_s: 0.2650, segm_mAP_m: 0.4620, segm_mAP_l: 0.5890, segm_mAP_copypaste: 0.432 0.665 0.467 0.265 0.462 0.589 +2025-06-27 17:27:49,617 - mmdet - INFO - Epoch [33][50/7330] lr: 1.000e-05, eta: 8:23:16, time: 2.672, data_time: 1.530, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1361, s0.acc: 95.0869, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2117, s1.loss_cls: 0.0609, s1.acc: 95.4170, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1065, s2.loss_cls: 0.0294, s2.acc: 95.5203, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0507, loss: 0.9913 +2025-06-27 17:28:47,215 - mmdet - INFO - Epoch [33][100/7330] lr: 1.000e-05, eta: 8:22:25, time: 1.152, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1366, s0.acc: 94.9822, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2145, s1.loss_cls: 0.0616, s1.acc: 95.3010, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1092, s2.loss_cls: 0.0302, s2.acc: 95.2692, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0176 +2025-06-27 17:29:40,686 - mmdet - INFO - Epoch [33][150/7330] lr: 1.000e-05, eta: 8:21:34, time: 1.070, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1338, s0.acc: 95.0530, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2155, s1.loss_cls: 0.0609, s1.acc: 95.4251, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1083, s2.loss_cls: 0.0293, s2.acc: 95.5213, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0514, loss: 1.0023 +2025-06-27 17:30:31,524 - mmdet - INFO - Epoch [33][200/7330] lr: 1.000e-05, eta: 8:20:42, time: 1.017, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1315, s0.acc: 95.1577, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2125, s1.loss_cls: 0.0594, s1.acc: 95.5051, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1069, s2.loss_cls: 0.0289, s2.acc: 95.5636, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0507, loss: 0.9819 +2025-06-27 17:31:22,539 - mmdet - INFO - Epoch [33][250/7330] lr: 1.000e-05, eta: 8:19:51, time: 1.020, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1443, s0.acc: 94.7678, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2176, s1.loss_cls: 0.0647, s1.acc: 95.2166, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1086, s2.loss_cls: 0.0313, s2.acc: 95.2535, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0509, loss: 1.0407 +2025-06-27 17:32:13,510 - mmdet - INFO - Epoch [33][300/7330] lr: 1.000e-05, eta: 8:18:59, time: 1.019, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1348, s0.acc: 95.1052, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2104, s1.loss_cls: 0.0603, s1.acc: 95.5273, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1055, s2.loss_cls: 0.0296, s2.acc: 95.4284, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0501, loss: 0.9980 +2025-06-27 17:33:04,242 - mmdet - INFO - Epoch [33][350/7330] lr: 1.000e-05, eta: 8:18:07, time: 1.015, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1357, s0.acc: 95.0732, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2126, s1.loss_cls: 0.0608, s1.acc: 95.5262, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1070, s2.loss_cls: 0.0292, s2.acc: 95.6056, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0506, loss: 1.0041 +2025-06-27 17:33:54,875 - mmdet - INFO - Epoch [33][400/7330] lr: 1.000e-05, eta: 8:17:15, time: 1.013, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1393, s0.acc: 94.8604, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2107, s1.loss_cls: 0.0617, s1.acc: 95.4083, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1057, s2.loss_cls: 0.0306, s2.acc: 95.3074, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0500, loss: 1.0182 +2025-06-27 17:34:50,573 - mmdet - INFO - Epoch [33][450/7330] lr: 1.000e-05, eta: 8:16:24, time: 1.114, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1374, s0.acc: 94.9758, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2104, s1.loss_cls: 0.0611, s1.acc: 95.4783, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1062, s2.loss_cls: 0.0303, s2.acc: 95.3475, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0503, loss: 1.0123 +2025-06-27 17:35:45,137 - mmdet - INFO - Epoch [33][500/7330] lr: 1.000e-05, eta: 8:15:33, time: 1.091, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1385, s0.acc: 94.9229, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2164, s1.loss_cls: 0.0616, s1.acc: 95.4081, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1087, s2.loss_cls: 0.0304, s2.acc: 95.3936, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0513, loss: 1.0264 +2025-06-27 17:36:37,711 - mmdet - INFO - Epoch [33][550/7330] lr: 1.000e-05, eta: 8:14:42, time: 1.052, data_time: 0.038, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1418, s0.acc: 94.7710, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2209, s1.loss_cls: 0.0635, s1.acc: 95.2015, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1111, s2.loss_cls: 0.0312, s2.acc: 95.2664, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0524, loss: 1.0405 +2025-06-27 17:37:30,050 - mmdet - INFO - Epoch [33][600/7330] lr: 1.000e-05, eta: 8:13:50, time: 1.046, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1348, s0.acc: 95.0354, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2086, s1.loss_cls: 0.0612, s1.acc: 95.4424, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1058, s2.loss_cls: 0.0304, s2.acc: 95.4303, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9923 +2025-06-27 17:38:23,123 - mmdet - INFO - Epoch [33][650/7330] lr: 1.000e-05, eta: 8:12:59, time: 1.061, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1357, s0.acc: 95.1479, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2088, s1.loss_cls: 0.0598, s1.acc: 95.6478, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1055, s2.loss_cls: 0.0294, s2.acc: 95.6041, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0501, loss: 0.9798 +2025-06-27 17:39:12,774 - mmdet - INFO - Epoch [33][700/7330] lr: 1.000e-05, eta: 8:12:07, time: 0.993, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1402, s0.acc: 94.8533, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2172, s1.loss_cls: 0.0640, s1.acc: 95.1716, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1095, s2.loss_cls: 0.0313, s2.acc: 95.2011, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0519, loss: 1.0241 +2025-06-27 17:40:02,186 - mmdet - INFO - Epoch [33][750/7330] lr: 1.000e-05, eta: 8:11:15, time: 0.988, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1354, s0.acc: 95.0608, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2133, s1.loss_cls: 0.0611, s1.acc: 95.4604, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1079, s2.loss_cls: 0.0302, s2.acc: 95.4429, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0512, loss: 1.0116 +2025-06-27 17:40:51,932 - mmdet - INFO - Epoch [33][800/7330] lr: 1.000e-05, eta: 8:10:23, time: 0.995, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1386, s0.acc: 94.9658, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2132, s1.loss_cls: 0.0623, s1.acc: 95.3884, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1068, s2.loss_cls: 0.0306, s2.acc: 95.3574, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0118 +2025-06-27 17:41:45,741 - mmdet - INFO - Epoch [33][850/7330] lr: 1.000e-05, eta: 8:09:32, time: 1.076, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1304, s0.acc: 95.2512, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2087, s1.loss_cls: 0.0582, s1.acc: 95.7246, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1063, s2.loss_cls: 0.0283, s2.acc: 95.7194, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0502, loss: 0.9696 +2025-06-27 17:42:40,672 - mmdet - INFO - Epoch [33][900/7330] lr: 1.000e-05, eta: 8:08:41, time: 1.099, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1338, s0.acc: 95.0322, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2106, s1.loss_cls: 0.0610, s1.acc: 95.4094, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1060, s2.loss_cls: 0.0298, s2.acc: 95.4121, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0501, loss: 0.9936 +2025-06-27 17:43:32,277 - mmdet - INFO - Epoch [33][950/7330] lr: 1.000e-05, eta: 8:07:49, time: 1.032, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1347, s0.acc: 95.1389, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2127, s1.loss_cls: 0.0599, s1.acc: 95.5557, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1075, s2.loss_cls: 0.0289, s2.acc: 95.7166, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0510, loss: 0.9919 +2025-06-27 17:44:24,589 - mmdet - INFO - Epoch [33][1000/7330] lr: 1.000e-05, eta: 8:06:58, time: 1.046, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1312, s0.acc: 95.1218, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2118, s1.loss_cls: 0.0597, s1.acc: 95.4787, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1065, s2.loss_cls: 0.0292, s2.acc: 95.5053, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9885 +2025-06-27 17:45:16,354 - mmdet - INFO - Epoch [33][1050/7330] lr: 1.000e-05, eta: 8:06:06, time: 1.036, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1351, s0.acc: 95.0508, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2181, s1.loss_cls: 0.0614, s1.acc: 95.3478, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1102, s2.loss_cls: 0.0300, s2.acc: 95.3153, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0522, loss: 1.0127 +2025-06-27 17:46:05,147 - mmdet - INFO - Epoch [33][1100/7330] lr: 1.000e-05, eta: 8:05:14, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1287, s0.acc: 95.3630, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2122, s1.loss_cls: 0.0575, s1.acc: 95.7379, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1073, s2.loss_cls: 0.0288, s2.acc: 95.6669, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0506, loss: 0.9793 +2025-06-27 17:46:53,810 - mmdet - INFO - Epoch [33][1150/7330] lr: 1.000e-05, eta: 8:04:22, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1334, s0.acc: 95.1287, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2101, s1.loss_cls: 0.0596, s1.acc: 95.5325, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1068, s2.loss_cls: 0.0288, s2.acc: 95.6430, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0506, loss: 0.9867 +2025-06-27 17:47:42,471 - mmdet - INFO - Epoch [33][1200/7330] lr: 1.000e-05, eta: 8:03:30, time: 0.973, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1370, s0.acc: 95.0188, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2130, s1.loss_cls: 0.0616, s1.acc: 95.4040, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1075, s2.loss_cls: 0.0298, s2.acc: 95.3967, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0511, loss: 1.0067 +2025-06-27 17:48:33,143 - mmdet - INFO - Epoch [33][1250/7330] lr: 1.000e-05, eta: 8:02:39, time: 1.014, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1305, s0.acc: 95.2849, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2088, s1.loss_cls: 0.0586, s1.acc: 95.6666, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1064, s2.loss_cls: 0.0285, s2.acc: 95.6660, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0501, loss: 0.9701 +2025-06-27 17:49:25,814 - mmdet - INFO - Epoch [33][1300/7330] lr: 1.000e-05, eta: 8:01:47, time: 1.054, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1299, s0.acc: 95.3137, s0.loss_bbox: 0.2034, s0.loss_mask: 0.2084, s1.loss_cls: 0.0588, s1.acc: 95.7079, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1053, s2.loss_cls: 0.0283, s2.acc: 95.7181, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0496, loss: 0.9622 +2025-06-27 17:50:22,700 - mmdet - INFO - Epoch [33][1350/7330] lr: 1.000e-05, eta: 8:00:56, time: 1.138, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1325, s0.acc: 95.1194, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2085, s1.loss_cls: 0.0599, s1.acc: 95.4664, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1058, s2.loss_cls: 0.0295, s2.acc: 95.5098, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0500, loss: 0.9804 +2025-06-27 17:51:14,031 - mmdet - INFO - Epoch [33][1400/7330] lr: 1.000e-05, eta: 8:00:05, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1410, s0.acc: 94.9009, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2113, s1.loss_cls: 0.0626, s1.acc: 95.4033, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1067, s2.loss_cls: 0.0303, s2.acc: 95.4216, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0128 +2025-06-27 17:52:05,616 - mmdet - INFO - Epoch [33][1450/7330] lr: 1.000e-05, eta: 7:59:13, time: 1.032, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1315, s0.acc: 95.2771, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2112, s1.loss_cls: 0.0593, s1.acc: 95.6040, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1063, s2.loss_cls: 0.0287, s2.acc: 95.6308, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0504, loss: 0.9781 +2025-06-27 17:52:54,700 - mmdet - INFO - Epoch [33][1500/7330] lr: 1.000e-05, eta: 7:58:21, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1400, s0.acc: 94.8843, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2161, s1.loss_cls: 0.0629, s1.acc: 95.2424, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1075, s2.loss_cls: 0.0308, s2.acc: 95.3868, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0504, loss: 1.0193 +2025-06-27 17:53:43,223 - mmdet - INFO - Epoch [33][1550/7330] lr: 1.000e-05, eta: 7:57:29, time: 0.971, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1409, s0.acc: 94.9299, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2162, s1.loss_cls: 0.0625, s1.acc: 95.3789, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1078, s2.loss_cls: 0.0303, s2.acc: 95.3864, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0509, loss: 1.0122 +2025-06-27 17:54:32,565 - mmdet - INFO - Epoch [33][1600/7330] lr: 1.000e-05, eta: 7:56:37, time: 0.987, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1354, s0.acc: 95.0276, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2119, s1.loss_cls: 0.0611, s1.acc: 95.4202, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1067, s2.loss_cls: 0.0299, s2.acc: 95.4570, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0504, loss: 1.0056 +2025-06-27 17:55:21,159 - mmdet - INFO - Epoch [33][1650/7330] lr: 1.000e-05, eta: 7:55:46, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1386, s0.acc: 94.9238, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2118, s1.loss_cls: 0.0628, s1.acc: 95.3486, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1066, s2.loss_cls: 0.0309, s2.acc: 95.4050, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0502, loss: 1.0023 +2025-06-27 17:56:14,977 - mmdet - INFO - Epoch [33][1700/7330] lr: 1.000e-05, eta: 7:54:54, time: 1.076, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1424, s0.acc: 94.7803, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2105, s1.loss_cls: 0.0633, s1.acc: 95.2997, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1064, s2.loss_cls: 0.0311, s2.acc: 95.1915, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0504, loss: 1.0291 +2025-06-27 17:57:11,893 - mmdet - INFO - Epoch [33][1750/7330] lr: 1.000e-05, eta: 7:54:03, time: 1.138, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1393, s0.acc: 94.9216, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2155, s1.loss_cls: 0.0629, s1.acc: 95.2521, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1090, s2.loss_cls: 0.0309, s2.acc: 95.2446, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0515, loss: 1.0262 +2025-06-27 17:58:03,003 - mmdet - INFO - Epoch [33][1800/7330] lr: 1.000e-05, eta: 7:53:12, time: 1.022, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1436, s0.acc: 94.8052, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2162, s1.loss_cls: 0.0644, s1.acc: 95.2965, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1084, s2.loss_cls: 0.0315, s2.acc: 95.2221, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0339 +2025-06-27 17:58:53,703 - mmdet - INFO - Epoch [33][1850/7330] lr: 1.000e-05, eta: 7:52:20, time: 1.014, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1286, s0.acc: 95.2974, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2136, s1.loss_cls: 0.0573, s1.acc: 95.7438, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1075, s2.loss_cls: 0.0284, s2.acc: 95.6274, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0511, loss: 0.9762 +2025-06-27 17:59:44,762 - mmdet - INFO - Epoch [33][1900/7330] lr: 1.000e-05, eta: 7:51:28, time: 1.021, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1376, s0.acc: 94.9629, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2092, s1.loss_cls: 0.0613, s1.acc: 95.4137, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1058, s2.loss_cls: 0.0300, s2.acc: 95.3895, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9976 +2025-06-27 18:00:33,130 - mmdet - INFO - Epoch [33][1950/7330] lr: 1.000e-05, eta: 7:50:36, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1380, s0.acc: 94.9497, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2115, s1.loss_cls: 0.0610, s1.acc: 95.4758, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1062, s2.loss_cls: 0.0299, s2.acc: 95.3984, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0504, loss: 1.0049 +2025-06-27 18:01:21,675 - mmdet - INFO - Epoch [33][2000/7330] lr: 1.000e-05, eta: 7:49:44, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1306, s0.acc: 95.2253, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2110, s1.loss_cls: 0.0578, s1.acc: 95.7171, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1063, s2.loss_cls: 0.0283, s2.acc: 95.6936, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0503, loss: 0.9731 +2025-06-27 18:02:09,915 - mmdet - INFO - Epoch [33][2050/7330] lr: 1.000e-05, eta: 7:48:52, time: 0.965, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1376, s0.acc: 94.9905, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2171, s1.loss_cls: 0.0627, s1.acc: 95.3488, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1082, s2.loss_cls: 0.0300, s2.acc: 95.4648, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0510, loss: 1.0144 +2025-06-27 18:03:04,070 - mmdet - INFO - Epoch [33][2100/7330] lr: 1.000e-05, eta: 7:48:01, time: 1.083, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1352, s0.acc: 95.0515, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2150, s1.loss_cls: 0.0607, s1.acc: 95.4684, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1079, s2.loss_cls: 0.0296, s2.acc: 95.5001, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0511, loss: 1.0043 +2025-06-27 18:04:00,939 - mmdet - INFO - Epoch [33][2150/7330] lr: 1.000e-05, eta: 7:47:10, time: 1.137, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1359, s0.acc: 95.0732, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2123, s1.loss_cls: 0.0610, s1.acc: 95.5470, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1087, s2.loss_cls: 0.0297, s2.acc: 95.6018, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0514, loss: 0.9980 +2025-06-27 18:04:51,989 - mmdet - INFO - Epoch [33][2200/7330] lr: 1.000e-05, eta: 7:46:18, time: 1.021, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1322, s0.acc: 95.1025, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2133, s1.loss_cls: 0.0588, s1.acc: 95.5609, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1071, s2.loss_cls: 0.0287, s2.acc: 95.6549, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0510, loss: 1.0026 +2025-06-27 18:05:43,381 - mmdet - INFO - Epoch [33][2250/7330] lr: 1.000e-05, eta: 7:45:27, time: 1.028, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1353, s0.acc: 95.0464, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2074, s1.loss_cls: 0.0613, s1.acc: 95.4619, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1040, s2.loss_cls: 0.0303, s2.acc: 95.3742, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0492, loss: 0.9806 +2025-06-27 18:06:34,113 - mmdet - INFO - Epoch [33][2300/7330] lr: 1.000e-05, eta: 7:44:35, time: 1.015, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1380, s0.acc: 94.9114, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2152, s1.loss_cls: 0.0623, s1.acc: 95.4006, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1092, s2.loss_cls: 0.0307, s2.acc: 95.2694, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0514, loss: 1.0156 +2025-06-27 18:07:23,128 - mmdet - INFO - Epoch [33][2350/7330] lr: 1.000e-05, eta: 7:43:43, time: 0.980, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1359, s0.acc: 95.0547, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2169, s1.loss_cls: 0.0617, s1.acc: 95.4479, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1084, s2.loss_cls: 0.0300, s2.acc: 95.4393, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0511, loss: 1.0075 +2025-06-27 18:08:11,956 - mmdet - INFO - Epoch [33][2400/7330] lr: 1.000e-05, eta: 7:42:51, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1425, s0.acc: 94.7434, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2137, s1.loss_cls: 0.0638, s1.acc: 95.2499, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1071, s2.loss_cls: 0.0311, s2.acc: 95.2615, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 1.0228 +2025-06-27 18:09:00,818 - mmdet - INFO - Epoch [33][2450/7330] lr: 1.000e-05, eta: 7:42:00, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1372, s0.acc: 94.9771, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2102, s1.loss_cls: 0.0632, s1.acc: 95.3305, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1070, s2.loss_cls: 0.0304, s2.acc: 95.3872, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0507, loss: 1.0043 +2025-06-27 18:09:52,349 - mmdet - INFO - Epoch [33][2500/7330] lr: 1.000e-05, eta: 7:41:08, time: 1.030, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1324, s0.acc: 95.1184, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2102, s1.loss_cls: 0.0592, s1.acc: 95.5520, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1055, s2.loss_cls: 0.0295, s2.acc: 95.4765, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0497, loss: 0.9856 +2025-06-27 18:10:45,511 - mmdet - INFO - Epoch [33][2550/7330] lr: 1.000e-05, eta: 7:40:17, time: 1.063, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1312, s0.acc: 95.2869, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2110, s1.loss_cls: 0.0592, s1.acc: 95.6661, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1061, s2.loss_cls: 0.0293, s2.acc: 95.5429, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0503, loss: 0.9737 +2025-06-27 18:11:39,862 - mmdet - INFO - Epoch [33][2600/7330] lr: 1.000e-05, eta: 7:39:25, time: 1.087, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1380, s0.acc: 95.1021, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2150, s1.loss_cls: 0.0612, s1.acc: 95.5054, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1076, s2.loss_cls: 0.0299, s2.acc: 95.5500, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0510, loss: 1.0072 +2025-06-27 18:12:30,537 - mmdet - INFO - Epoch [33][2650/7330] lr: 1.000e-05, eta: 7:38:34, time: 1.014, data_time: 0.023, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1300, s0.acc: 95.2402, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2087, s1.loss_cls: 0.0585, s1.acc: 95.6056, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1048, s2.loss_cls: 0.0288, s2.acc: 95.6422, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0493, loss: 0.9671 +2025-06-27 18:13:21,547 - mmdet - INFO - Epoch [33][2700/7330] lr: 1.000e-05, eta: 7:37:42, time: 1.020, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1436, s0.acc: 94.7644, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2134, s1.loss_cls: 0.0642, s1.acc: 95.1927, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1082, s2.loss_cls: 0.0315, s2.acc: 95.2389, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0511, loss: 1.0301 +2025-06-27 18:14:10,620 - mmdet - INFO - Epoch [33][2750/7330] lr: 1.000e-05, eta: 7:36:50, time: 0.981, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0295, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1410, s0.acc: 94.8701, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2126, s1.loss_cls: 0.0639, s1.acc: 95.1980, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1066, s2.loss_cls: 0.0310, s2.acc: 95.2173, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0503, loss: 1.0131 +2025-06-27 18:14:59,328 - mmdet - INFO - Epoch [33][2800/7330] lr: 1.000e-05, eta: 7:35:58, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1366, s0.acc: 94.9854, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2118, s1.loss_cls: 0.0613, s1.acc: 95.3985, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1055, s2.loss_cls: 0.0299, s2.acc: 95.4566, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0499, loss: 1.0021 +2025-06-27 18:15:47,611 - mmdet - INFO - Epoch [33][2850/7330] lr: 1.000e-05, eta: 7:35:06, time: 0.966, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1369, s0.acc: 94.9548, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2156, s1.loss_cls: 0.0609, s1.acc: 95.4293, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1086, s2.loss_cls: 0.0300, s2.acc: 95.4034, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0187 +2025-06-27 18:16:36,493 - mmdet - INFO - Epoch [33][2900/7330] lr: 1.000e-05, eta: 7:34:14, time: 0.977, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1339, s0.acc: 95.1194, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2076, s1.loss_cls: 0.0602, s1.acc: 95.5457, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1053, s2.loss_cls: 0.0296, s2.acc: 95.5358, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0499, loss: 0.9782 +2025-06-27 18:17:30,529 - mmdet - INFO - Epoch [33][2950/7330] lr: 1.000e-05, eta: 7:33:23, time: 1.081, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1382, s0.acc: 94.8909, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2172, s1.loss_cls: 0.0624, s1.acc: 95.3369, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1092, s2.loss_cls: 0.0304, s2.acc: 95.3436, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0516, loss: 1.0163 +2025-06-27 18:18:27,202 - mmdet - INFO - Epoch [33][3000/7330] lr: 1.000e-05, eta: 7:32:32, time: 1.133, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1411, s0.acc: 94.8489, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2119, s1.loss_cls: 0.0629, s1.acc: 95.2923, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1066, s2.loss_cls: 0.0307, s2.acc: 95.3007, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0194 +2025-06-27 18:19:15,440 - mmdet - INFO - Epoch [33][3050/7330] lr: 1.000e-05, eta: 7:31:40, time: 0.965, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1348, s0.acc: 95.0935, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2092, s1.loss_cls: 0.0596, s1.acc: 95.5341, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1048, s2.loss_cls: 0.0290, s2.acc: 95.5839, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9787 +2025-06-27 18:20:06,618 - mmdet - INFO - Epoch [33][3100/7330] lr: 1.000e-05, eta: 7:30:48, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1338, s0.acc: 95.0305, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2113, s1.loss_cls: 0.0606, s1.acc: 95.4268, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1065, s2.loss_cls: 0.0299, s2.acc: 95.3149, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0505, loss: 0.9917 +2025-06-27 18:20:58,176 - mmdet - INFO - Epoch [33][3150/7330] lr: 1.000e-05, eta: 7:29:57, time: 1.031, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1405, s0.acc: 94.8792, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2164, s1.loss_cls: 0.0639, s1.acc: 95.1583, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1078, s2.loss_cls: 0.0312, s2.acc: 95.3165, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0509, loss: 1.0290 +2025-06-27 18:21:47,137 - mmdet - INFO - Epoch [33][3200/7330] lr: 1.000e-05, eta: 7:29:05, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1357, s0.acc: 95.1064, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2064, s1.loss_cls: 0.0613, s1.acc: 95.4887, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1053, s2.loss_cls: 0.0298, s2.acc: 95.4528, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0498, loss: 0.9923 +2025-06-27 18:22:35,855 - mmdet - INFO - Epoch [33][3250/7330] lr: 1.000e-05, eta: 7:28:13, time: 0.974, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1373, s0.acc: 94.9658, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2108, s1.loss_cls: 0.0621, s1.acc: 95.3338, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1070, s2.loss_cls: 0.0302, s2.acc: 95.3696, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 1.0068 +2025-06-27 18:23:24,410 - mmdet - INFO - Epoch [33][3300/7330] lr: 1.000e-05, eta: 7:27:21, time: 0.971, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1357, s0.acc: 95.0034, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2116, s1.loss_cls: 0.0618, s1.acc: 95.3493, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1069, s2.loss_cls: 0.0304, s2.acc: 95.3390, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0508, loss: 1.0047 +2025-06-27 18:24:17,548 - mmdet - INFO - Epoch [33][3350/7330] lr: 1.000e-05, eta: 7:26:30, time: 1.063, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1298, s0.acc: 95.2573, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2143, s1.loss_cls: 0.0581, s1.acc: 95.7052, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1084, s2.loss_cls: 0.0284, s2.acc: 95.6634, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0511, loss: 0.9854 +2025-06-27 18:25:13,398 - mmdet - INFO - Epoch [33][3400/7330] lr: 1.000e-05, eta: 7:25:39, time: 1.117, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1358, s0.acc: 95.0869, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2113, s1.loss_cls: 0.0603, s1.acc: 95.5113, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1067, s2.loss_cls: 0.0292, s2.acc: 95.6072, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 0.9911 +2025-06-27 18:26:04,246 - mmdet - INFO - Epoch [33][3450/7330] lr: 1.000e-05, eta: 7:24:47, time: 1.017, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1312, s0.acc: 95.1829, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2064, s1.loss_cls: 0.0591, s1.acc: 95.5910, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1043, s2.loss_cls: 0.0291, s2.acc: 95.5985, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0496, loss: 0.9680 +2025-06-27 18:26:55,450 - mmdet - INFO - Epoch [33][3500/7330] lr: 1.000e-05, eta: 7:23:55, time: 1.024, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1348, s0.acc: 95.0876, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2143, s1.loss_cls: 0.0605, s1.acc: 95.5168, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1082, s2.loss_cls: 0.0300, s2.acc: 95.5450, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0515, loss: 1.0075 +2025-06-27 18:27:46,506 - mmdet - INFO - Epoch [33][3550/7330] lr: 1.000e-05, eta: 7:23:04, time: 1.021, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1416, s0.acc: 94.8450, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2140, s1.loss_cls: 0.0630, s1.acc: 95.2696, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1072, s2.loss_cls: 0.0305, s2.acc: 95.3448, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0510, loss: 1.0063 +2025-06-27 18:28:34,919 - mmdet - INFO - Epoch [33][3600/7330] lr: 1.000e-05, eta: 7:22:12, time: 0.968, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1366, s0.acc: 94.9939, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2086, s1.loss_cls: 0.0616, s1.acc: 95.4156, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1052, s2.loss_cls: 0.0299, s2.acc: 95.4636, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0498, loss: 0.9975 +2025-06-27 18:29:24,020 - mmdet - INFO - Epoch [33][3650/7330] lr: 1.000e-05, eta: 7:21:20, time: 0.982, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1414, s0.acc: 94.8433, s0.loss_bbox: 0.2231, s0.loss_mask: 0.2141, s1.loss_cls: 0.0637, s1.acc: 95.3420, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1078, s2.loss_cls: 0.0307, s2.acc: 95.3281, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0512, loss: 1.0284 +2025-06-27 18:30:12,728 - mmdet - INFO - Epoch [33][3700/7330] lr: 1.000e-05, eta: 7:20:28, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1470, s0.acc: 94.6458, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2184, s1.loss_cls: 0.0666, s1.acc: 95.0926, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1096, s2.loss_cls: 0.0320, s2.acc: 95.1550, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0515, loss: 1.0485 +2025-06-27 18:31:03,800 - mmdet - INFO - Epoch [33][3750/7330] lr: 1.000e-05, eta: 7:19:36, time: 1.021, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1345, s0.acc: 95.1221, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2060, s1.loss_cls: 0.0607, s1.acc: 95.5064, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1055, s2.loss_cls: 0.0301, s2.acc: 95.5083, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9856 +2025-06-27 18:31:57,479 - mmdet - INFO - Epoch [33][3800/7330] lr: 1.000e-05, eta: 7:18:45, time: 1.074, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0232, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1369, s0.acc: 94.9766, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2149, s1.loss_cls: 0.0607, s1.acc: 95.4280, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1095, s2.loss_cls: 0.0295, s2.acc: 95.5481, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0516, loss: 1.0058 +2025-06-27 18:32:50,228 - mmdet - INFO - Epoch [33][3850/7330] lr: 1.000e-05, eta: 7:17:54, time: 1.055, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1311, s0.acc: 95.2068, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2127, s1.loss_cls: 0.0584, s1.acc: 95.6138, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1071, s2.loss_cls: 0.0288, s2.acc: 95.7027, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0507, loss: 0.9816 +2025-06-27 18:33:41,359 - mmdet - INFO - Epoch [33][3900/7330] lr: 1.000e-05, eta: 7:17:02, time: 1.023, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1381, s0.acc: 94.9187, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2125, s1.loss_cls: 0.0617, s1.acc: 95.3371, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1070, s2.loss_cls: 0.0303, s2.acc: 95.3691, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 1.0130 +2025-06-27 18:34:32,886 - mmdet - INFO - Epoch [33][3950/7330] lr: 1.000e-05, eta: 7:16:10, time: 1.031, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1293, s0.acc: 95.3545, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2107, s1.loss_cls: 0.0585, s1.acc: 95.6828, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1065, s2.loss_cls: 0.0286, s2.acc: 95.6164, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0504, loss: 0.9754 +2025-06-27 18:35:21,852 - mmdet - INFO - Epoch [33][4000/7330] lr: 1.000e-05, eta: 7:15:19, time: 0.979, data_time: 0.038, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1372, s0.acc: 94.9534, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2124, s1.loss_cls: 0.0621, s1.acc: 95.3428, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1077, s2.loss_cls: 0.0296, s2.acc: 95.4966, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 1.0032 +2025-06-27 18:36:10,542 - mmdet - INFO - Epoch [33][4050/7330] lr: 1.000e-05, eta: 7:14:27, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1370, s0.acc: 94.9473, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2141, s1.loss_cls: 0.0623, s1.acc: 95.3296, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1091, s2.loss_cls: 0.0305, s2.acc: 95.3341, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0517, loss: 1.0138 +2025-06-27 18:36:59,286 - mmdet - INFO - Epoch [33][4100/7330] lr: 1.000e-05, eta: 7:13:35, time: 0.975, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1405, s0.acc: 94.8848, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2147, s1.loss_cls: 0.0639, s1.acc: 95.2069, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1074, s2.loss_cls: 0.0312, s2.acc: 95.2289, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 1.0284 +2025-06-27 18:37:47,770 - mmdet - INFO - Epoch [33][4150/7330] lr: 1.000e-05, eta: 7:12:43, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1407, s0.acc: 94.8801, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2187, s1.loss_cls: 0.0621, s1.acc: 95.4082, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1102, s2.loss_cls: 0.0303, s2.acc: 95.3753, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0520, loss: 1.0244 +2025-06-27 18:38:41,613 - mmdet - INFO - Epoch [33][4200/7330] lr: 1.000e-05, eta: 7:11:52, time: 1.077, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1304, s0.acc: 95.2808, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2061, s1.loss_cls: 0.0586, s1.acc: 95.6974, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1042, s2.loss_cls: 0.0285, s2.acc: 95.7000, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9656 +2025-06-27 18:39:37,402 - mmdet - INFO - Epoch [33][4250/7330] lr: 1.000e-05, eta: 7:11:00, time: 1.116, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1402, s0.acc: 94.9280, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2107, s1.loss_cls: 0.0625, s1.acc: 95.3848, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1068, s2.loss_cls: 0.0305, s2.acc: 95.3613, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0510, loss: 1.0032 +2025-06-27 18:40:29,066 - mmdet - INFO - Epoch [33][4300/7330] lr: 1.000e-05, eta: 7:10:09, time: 1.033, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1377, s0.acc: 95.0073, s0.loss_bbox: 0.2151, s0.loss_mask: 0.2136, s1.loss_cls: 0.0617, s1.acc: 95.4410, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1074, s2.loss_cls: 0.0301, s2.acc: 95.4264, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0510, loss: 1.0048 +2025-06-27 18:41:23,131 - mmdet - INFO - Epoch [33][4350/7330] lr: 1.000e-05, eta: 7:09:18, time: 1.081, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1334, s0.acc: 95.1069, s0.loss_bbox: 0.2143, s0.loss_mask: 0.2092, s1.loss_cls: 0.0595, s1.acc: 95.5664, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1059, s2.loss_cls: 0.0293, s2.acc: 95.5974, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0499, loss: 0.9874 +2025-06-27 18:42:11,296 - mmdet - INFO - Epoch [33][4400/7330] lr: 1.000e-05, eta: 7:08:26, time: 0.963, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1291, s0.acc: 95.3162, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2096, s1.loss_cls: 0.0586, s1.acc: 95.6955, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1063, s2.loss_cls: 0.0286, s2.acc: 95.7618, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0501, loss: 0.9642 +2025-06-27 18:43:00,150 - mmdet - INFO - Epoch [33][4450/7330] lr: 1.000e-05, eta: 7:07:34, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1351, s0.acc: 95.0491, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2067, s1.loss_cls: 0.0601, s1.acc: 95.4703, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1047, s2.loss_cls: 0.0293, s2.acc: 95.4876, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0498, loss: 0.9859 +2025-06-27 18:43:48,610 - mmdet - INFO - Epoch [33][4500/7330] lr: 1.000e-05, eta: 7:06:42, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1377, s0.acc: 94.9419, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2117, s1.loss_cls: 0.0620, s1.acc: 95.3616, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1063, s2.loss_cls: 0.0303, s2.acc: 95.3193, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0505, loss: 0.9982 +2025-06-27 18:44:37,200 - mmdet - INFO - Epoch [33][4550/7330] lr: 1.000e-05, eta: 7:05:50, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1375, s0.acc: 95.0059, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2130, s1.loss_cls: 0.0608, s1.acc: 95.5169, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1068, s2.loss_cls: 0.0298, s2.acc: 95.5556, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 1.0058 +2025-06-27 18:45:31,029 - mmdet - INFO - Epoch [33][4600/7330] lr: 1.000e-05, eta: 7:04:59, time: 1.077, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1362, s0.acc: 95.0181, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2072, s1.loss_cls: 0.0611, s1.acc: 95.4176, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1047, s2.loss_cls: 0.0301, s2.acc: 95.4055, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0500, loss: 0.9891 +2025-06-27 18:46:23,893 - mmdet - INFO - Epoch [33][4650/7330] lr: 1.000e-05, eta: 7:04:07, time: 1.057, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1286, s0.acc: 95.2827, s0.loss_bbox: 0.2032, s0.loss_mask: 0.2060, s1.loss_cls: 0.0578, s1.acc: 95.6949, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1042, s2.loss_cls: 0.0284, s2.acc: 95.6363, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0496, loss: 0.9595 +2025-06-27 18:47:15,250 - mmdet - INFO - Epoch [33][4700/7330] lr: 1.000e-05, eta: 7:03:16, time: 1.027, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1388, s0.acc: 94.8259, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2153, s1.loss_cls: 0.0621, s1.acc: 95.2900, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1077, s2.loss_cls: 0.0304, s2.acc: 95.3570, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0228 +2025-06-27 18:48:06,665 - mmdet - INFO - Epoch [33][4750/7330] lr: 1.000e-05, eta: 7:02:24, time: 1.028, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1351, s0.acc: 95.0891, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2123, s1.loss_cls: 0.0608, s1.acc: 95.4902, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1071, s2.loss_cls: 0.0295, s2.acc: 95.5436, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9993 +2025-06-27 18:48:58,229 - mmdet - INFO - Epoch [33][4800/7330] lr: 1.000e-05, eta: 7:01:32, time: 1.031, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1401, s0.acc: 94.9314, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2134, s1.loss_cls: 0.0636, s1.acc: 95.2897, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1075, s2.loss_cls: 0.0308, s2.acc: 95.3484, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 1.0110 +2025-06-27 18:49:47,237 - mmdet - INFO - Epoch [33][4850/7330] lr: 1.000e-05, eta: 7:00:41, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1430, s0.acc: 94.7356, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2125, s1.loss_cls: 0.0647, s1.acc: 95.0954, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1068, s2.loss_cls: 0.0319, s2.acc: 95.1525, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0501, loss: 1.0252 +2025-06-27 18:50:35,381 - mmdet - INFO - Epoch [33][4900/7330] lr: 1.000e-05, eta: 6:59:49, time: 0.963, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1310, s0.acc: 95.2361, s0.loss_bbox: 0.2086, s0.loss_mask: 0.2157, s1.loss_cls: 0.0591, s1.acc: 95.6311, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1083, s2.loss_cls: 0.0293, s2.acc: 95.5439, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0513, loss: 0.9876 +2025-06-27 18:51:23,698 - mmdet - INFO - Epoch [33][4950/7330] lr: 1.000e-05, eta: 6:58:57, time: 0.966, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1392, s0.acc: 94.9470, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2173, s1.loss_cls: 0.0631, s1.acc: 95.2445, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1089, s2.loss_cls: 0.0310, s2.acc: 95.2077, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0515, loss: 1.0150 +2025-06-27 18:52:14,691 - mmdet - INFO - Epoch [33][5000/7330] lr: 1.000e-05, eta: 6:58:05, time: 1.020, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1305, s0.acc: 95.2588, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2076, s1.loss_cls: 0.0591, s1.acc: 95.5312, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1051, s2.loss_cls: 0.0284, s2.acc: 95.6762, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9775 +2025-06-27 18:53:07,889 - mmdet - INFO - Epoch [33][5050/7330] lr: 1.000e-05, eta: 6:57:14, time: 1.064, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1397, s0.acc: 94.8826, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2118, s1.loss_cls: 0.0634, s1.acc: 95.2451, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1065, s2.loss_cls: 0.0307, s2.acc: 95.2850, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0501, loss: 1.0191 +2025-06-27 18:54:04,321 - mmdet - INFO - Epoch [33][5100/7330] lr: 1.000e-05, eta: 6:56:23, time: 1.129, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1291, s0.acc: 95.2280, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2094, s1.loss_cls: 0.0582, s1.acc: 95.6056, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1059, s2.loss_cls: 0.0284, s2.acc: 95.6616, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0502, loss: 0.9666 +2025-06-27 18:54:55,650 - mmdet - INFO - Epoch [33][5150/7330] lr: 1.000e-05, eta: 6:55:31, time: 1.027, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1355, s0.acc: 95.0127, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2064, s1.loss_cls: 0.0613, s1.acc: 95.4067, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1048, s2.loss_cls: 0.0300, s2.acc: 95.3695, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9848 +2025-06-27 18:55:46,396 - mmdet - INFO - Epoch [33][5200/7330] lr: 1.000e-05, eta: 6:54:39, time: 1.014, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1308, s0.acc: 95.2668, s0.loss_bbox: 0.2022, s0.loss_mask: 0.2058, s1.loss_cls: 0.0593, s1.acc: 95.6466, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1031, s2.loss_cls: 0.0291, s2.acc: 95.6721, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0487, loss: 0.9577 +2025-06-27 18:56:35,707 - mmdet - INFO - Epoch [33][5250/7330] lr: 1.000e-05, eta: 6:53:48, time: 0.987, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0309, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1461, s0.acc: 94.6670, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2170, s1.loss_cls: 0.0656, s1.acc: 95.1504, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1088, s2.loss_cls: 0.0317, s2.acc: 95.2075, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0513, loss: 1.0530 +2025-06-27 18:57:23,791 - mmdet - INFO - Epoch [33][5300/7330] lr: 1.000e-05, eta: 6:52:56, time: 0.962, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1285, s0.acc: 95.2478, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2109, s1.loss_cls: 0.0581, s1.acc: 95.6429, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1057, s2.loss_cls: 0.0282, s2.acc: 95.5713, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0502, loss: 0.9782 +2025-06-27 18:58:13,534 - mmdet - INFO - Epoch [33][5350/7330] lr: 1.000e-05, eta: 6:52:04, time: 0.995, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1399, s0.acc: 94.8201, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2176, s1.loss_cls: 0.0627, s1.acc: 95.3024, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1085, s2.loss_cls: 0.0309, s2.acc: 95.2842, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0513, loss: 1.0353 +2025-06-27 18:59:01,930 - mmdet - INFO - Epoch [33][5400/7330] lr: 1.000e-05, eta: 6:51:12, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1319, s0.acc: 95.2578, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2115, s1.loss_cls: 0.0599, s1.acc: 95.5332, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1061, s2.loss_cls: 0.0287, s2.acc: 95.5194, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0503, loss: 0.9803 +2025-06-27 18:59:54,855 - mmdet - INFO - Epoch [33][5450/7330] lr: 1.000e-05, eta: 6:50:21, time: 1.059, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1333, s0.acc: 95.1245, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2093, s1.loss_cls: 0.0597, s1.acc: 95.6131, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1057, s2.loss_cls: 0.0292, s2.acc: 95.6056, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0503, loss: 0.9886 +2025-06-27 19:00:53,308 - mmdet - INFO - Epoch [33][5500/7330] lr: 1.000e-05, eta: 6:49:30, time: 1.169, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1370, s0.acc: 95.1128, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2169, s1.loss_cls: 0.0612, s1.acc: 95.4754, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1098, s2.loss_cls: 0.0304, s2.acc: 95.3929, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0519, loss: 1.0196 +2025-06-27 19:01:41,790 - mmdet - INFO - Epoch [33][5550/7330] lr: 1.000e-05, eta: 6:48:38, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1361, s0.acc: 95.0554, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2100, s1.loss_cls: 0.0615, s1.acc: 95.4813, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1059, s2.loss_cls: 0.0296, s2.acc: 95.4694, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9922 +2025-06-27 19:02:35,654 - mmdet - INFO - Epoch [33][5600/7330] lr: 1.000e-05, eta: 6:47:46, time: 1.077, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1343, s0.acc: 95.1177, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2131, s1.loss_cls: 0.0607, s1.acc: 95.5418, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1075, s2.loss_cls: 0.0299, s2.acc: 95.5237, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0507, loss: 0.9932 +2025-06-27 19:03:23,961 - mmdet - INFO - Epoch [33][5650/7330] lr: 1.000e-05, eta: 6:46:55, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1314, s0.acc: 95.1689, s0.loss_bbox: 0.2067, s0.loss_mask: 0.2113, s1.loss_cls: 0.0585, s1.acc: 95.6179, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1068, s2.loss_cls: 0.0289, s2.acc: 95.5723, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0506, loss: 0.9753 +2025-06-27 19:04:12,703 - mmdet - INFO - Epoch [33][5700/7330] lr: 1.000e-05, eta: 6:46:03, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1367, s0.acc: 95.0159, s0.loss_bbox: 0.2132, s0.loss_mask: 0.2129, s1.loss_cls: 0.0629, s1.acc: 95.3740, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1067, s2.loss_cls: 0.0308, s2.acc: 95.3642, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0508, loss: 1.0028 +2025-06-27 19:05:01,710 - mmdet - INFO - Epoch [33][5750/7330] lr: 1.000e-05, eta: 6:45:11, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1295, s0.acc: 95.2092, s0.loss_bbox: 0.2114, s0.loss_mask: 0.2105, s1.loss_cls: 0.0588, s1.acc: 95.5864, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1062, s2.loss_cls: 0.0285, s2.acc: 95.6112, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0502, loss: 0.9826 +2025-06-27 19:05:50,407 - mmdet - INFO - Epoch [33][5800/7330] lr: 1.000e-05, eta: 6:44:19, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1462, s0.acc: 94.7368, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2147, s1.loss_cls: 0.0659, s1.acc: 95.1131, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1083, s2.loss_cls: 0.0321, s2.acc: 95.1010, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0512, loss: 1.0390 +2025-06-27 19:06:43,606 - mmdet - INFO - Epoch [33][5850/7330] lr: 1.000e-05, eta: 6:43:28, time: 1.064, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1308, s0.acc: 95.2090, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2112, s1.loss_cls: 0.0592, s1.acc: 95.5543, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1068, s2.loss_cls: 0.0290, s2.acc: 95.5289, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0509, loss: 0.9879 +2025-06-27 19:07:39,839 - mmdet - INFO - Epoch [33][5900/7330] lr: 1.000e-05, eta: 6:42:36, time: 1.125, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1404, s0.acc: 94.9192, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2111, s1.loss_cls: 0.0639, s1.acc: 95.2428, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1070, s2.loss_cls: 0.0309, s2.acc: 95.2855, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 1.0082 +2025-06-27 19:08:33,477 - mmdet - INFO - Epoch [33][5950/7330] lr: 1.000e-05, eta: 6:41:45, time: 1.073, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1395, s0.acc: 94.9055, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2134, s1.loss_cls: 0.0628, s1.acc: 95.3027, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1080, s2.loss_cls: 0.0303, s2.acc: 95.3063, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0510, loss: 1.0145 +2025-06-27 19:09:24,874 - mmdet - INFO - Epoch [33][6000/7330] lr: 1.000e-05, eta: 6:40:54, time: 1.028, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1309, s0.acc: 95.1177, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2191, s1.loss_cls: 0.0597, s1.acc: 95.4761, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1095, s2.loss_cls: 0.0290, s2.acc: 95.4951, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0516, loss: 1.0085 +2025-06-27 19:10:16,623 - mmdet - INFO - Epoch [33][6050/7330] lr: 1.000e-05, eta: 6:40:02, time: 1.035, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1431, s0.acc: 94.6970, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2203, s1.loss_cls: 0.0645, s1.acc: 95.1783, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1108, s2.loss_cls: 0.0318, s2.acc: 95.1461, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0521, loss: 1.0493 +2025-06-27 19:11:04,910 - mmdet - INFO - Epoch [33][6100/7330] lr: 1.000e-05, eta: 6:39:10, time: 0.966, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1322, s0.acc: 95.1438, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2097, s1.loss_cls: 0.0603, s1.acc: 95.5394, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1057, s2.loss_cls: 0.0296, s2.acc: 95.5059, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0501, loss: 0.9842 +2025-06-27 19:11:53,666 - mmdet - INFO - Epoch [33][6150/7330] lr: 1.000e-05, eta: 6:38:18, time: 0.975, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1350, s0.acc: 95.0757, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2147, s1.loss_cls: 0.0612, s1.acc: 95.4289, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1086, s2.loss_cls: 0.0298, s2.acc: 95.4976, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0515, loss: 1.0061 +2025-06-27 19:12:41,575 - mmdet - INFO - Epoch [33][6200/7330] lr: 1.000e-05, eta: 6:37:26, time: 0.958, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1288, s0.acc: 95.3286, s0.loss_bbox: 0.2019, s0.loss_mask: 0.2078, s1.loss_cls: 0.0576, s1.acc: 95.6856, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1063, s2.loss_cls: 0.0281, s2.acc: 95.7152, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0505, loss: 0.9597 +2025-06-27 19:13:33,200 - mmdet - INFO - Epoch [33][6250/7330] lr: 1.000e-05, eta: 6:36:35, time: 1.033, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1408, s0.acc: 94.8198, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2164, s1.loss_cls: 0.0643, s1.acc: 95.1761, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1086, s2.loss_cls: 0.0314, s2.acc: 95.1561, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0515, loss: 1.0263 +2025-06-27 19:14:26,700 - mmdet - INFO - Epoch [33][6300/7330] lr: 1.000e-05, eta: 6:35:43, time: 1.070, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1373, s0.acc: 94.9807, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2095, s1.loss_cls: 0.0616, s1.acc: 95.4091, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1069, s2.loss_cls: 0.0301, s2.acc: 95.3860, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0505, loss: 0.9901 +2025-06-27 19:15:23,840 - mmdet - INFO - Epoch [33][6350/7330] lr: 1.000e-05, eta: 6:34:52, time: 1.143, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1380, s0.acc: 94.9973, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2141, s1.loss_cls: 0.0607, s1.acc: 95.5123, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1082, s2.loss_cls: 0.0298, s2.acc: 95.4822, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0509, loss: 1.0119 +2025-06-27 19:16:14,749 - mmdet - INFO - Epoch [33][6400/7330] lr: 1.000e-05, eta: 6:34:01, time: 1.018, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1358, s0.acc: 95.1353, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2077, s1.loss_cls: 0.0612, s1.acc: 95.5981, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1039, s2.loss_cls: 0.0299, s2.acc: 95.6023, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0493, loss: 0.9796 +2025-06-27 19:17:06,352 - mmdet - INFO - Epoch [33][6450/7330] lr: 1.000e-05, eta: 6:33:09, time: 1.032, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1389, s0.acc: 94.9846, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2134, s1.loss_cls: 0.0624, s1.acc: 95.3380, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1082, s2.loss_cls: 0.0304, s2.acc: 95.3823, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0511, loss: 1.0118 +2025-06-27 19:17:55,047 - mmdet - INFO - Epoch [33][6500/7330] lr: 1.000e-05, eta: 6:32:17, time: 0.974, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1412, s0.acc: 94.8064, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2126, s1.loss_cls: 0.0634, s1.acc: 95.2072, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1070, s2.loss_cls: 0.0310, s2.acc: 95.1539, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 1.0182 +2025-06-27 19:18:43,589 - mmdet - INFO - Epoch [33][6550/7330] lr: 1.000e-05, eta: 6:31:25, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1336, s0.acc: 95.0857, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2127, s1.loss_cls: 0.0607, s1.acc: 95.4362, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1075, s2.loss_cls: 0.0295, s2.acc: 95.4331, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9988 +2025-06-27 19:19:32,141 - mmdet - INFO - Epoch [33][6600/7330] lr: 1.000e-05, eta: 6:30:34, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1400, s0.acc: 94.8340, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2122, s1.loss_cls: 0.0627, s1.acc: 95.3260, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1065, s2.loss_cls: 0.0310, s2.acc: 95.2393, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0502, loss: 1.0247 +2025-06-27 19:20:21,201 - mmdet - INFO - Epoch [33][6650/7330] lr: 1.000e-05, eta: 6:29:42, time: 0.981, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1395, s0.acc: 94.8970, s0.loss_bbox: 0.2159, s0.loss_mask: 0.2117, s1.loss_cls: 0.0631, s1.acc: 95.2893, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1063, s2.loss_cls: 0.0307, s2.acc: 95.2578, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0502, loss: 1.0110 +2025-06-27 19:21:14,448 - mmdet - INFO - Epoch [33][6700/7330] lr: 1.000e-05, eta: 6:28:50, time: 1.065, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1348, s0.acc: 95.0789, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2169, s1.loss_cls: 0.0604, s1.acc: 95.5325, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1092, s2.loss_cls: 0.0296, s2.acc: 95.5036, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0519, loss: 1.0095 +2025-06-27 19:22:14,014 - mmdet - INFO - Epoch [33][6750/7330] lr: 1.000e-05, eta: 6:27:59, time: 1.191, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1397, s0.acc: 94.9333, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2148, s1.loss_cls: 0.0628, s1.acc: 95.2542, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1077, s2.loss_cls: 0.0303, s2.acc: 95.3585, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 1.0132 +2025-06-27 19:23:03,426 - mmdet - INFO - Epoch [33][6800/7330] lr: 1.000e-05, eta: 6:27:08, time: 0.989, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1443, s0.acc: 94.7458, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2194, s1.loss_cls: 0.0656, s1.acc: 95.0699, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1109, s2.loss_cls: 0.0321, s2.acc: 95.0475, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0526, loss: 1.0494 +2025-06-27 19:23:57,273 - mmdet - INFO - Epoch [33][6850/7330] lr: 1.000e-05, eta: 6:26:16, time: 1.077, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0307, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1524, s0.acc: 94.4065, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2214, s1.loss_cls: 0.0697, s1.acc: 94.8486, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1112, s2.loss_cls: 0.0338, s2.acc: 94.8550, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0525, loss: 1.0757 +2025-06-27 19:24:46,579 - mmdet - INFO - Epoch [33][6900/7330] lr: 1.000e-05, eta: 6:25:25, time: 0.986, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1432, s0.acc: 94.8325, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2186, s1.loss_cls: 0.0643, s1.acc: 95.2768, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1091, s2.loss_cls: 0.0312, s2.acc: 95.3260, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0517, loss: 1.0362 +2025-06-27 19:25:35,458 - mmdet - INFO - Epoch [33][6950/7330] lr: 1.000e-05, eta: 6:24:33, time: 0.978, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1405, s0.acc: 94.8137, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2112, s1.loss_cls: 0.0631, s1.acc: 95.2143, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0305, s2.acc: 95.3192, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0504, loss: 1.0120 +2025-06-27 19:26:24,751 - mmdet - INFO - Epoch [33][7000/7330] lr: 1.000e-05, eta: 6:23:41, time: 0.986, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1429, s0.acc: 94.7756, s0.loss_bbox: 0.2209, s0.loss_mask: 0.2166, s1.loss_cls: 0.0639, s1.acc: 95.2679, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1090, s2.loss_cls: 0.0309, s2.acc: 95.3569, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0340 +2025-06-27 19:27:13,687 - mmdet - INFO - Epoch [33][7050/7330] lr: 1.000e-05, eta: 6:22:49, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1369, s0.acc: 94.9763, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2114, s1.loss_cls: 0.0611, s1.acc: 95.4224, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1066, s2.loss_cls: 0.0295, s2.acc: 95.4980, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 1.0074 +2025-06-27 19:28:07,557 - mmdet - INFO - Epoch [33][7100/7330] lr: 1.000e-05, eta: 6:21:58, time: 1.077, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1384, s0.acc: 94.9243, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2129, s1.loss_cls: 0.0628, s1.acc: 95.2798, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1078, s2.loss_cls: 0.0308, s2.acc: 95.2702, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0512, loss: 1.0262 +2025-06-27 19:29:04,004 - mmdet - INFO - Epoch [33][7150/7330] lr: 1.000e-05, eta: 6:21:07, time: 1.129, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0308, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1408, s0.acc: 94.8518, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2229, s1.loss_cls: 0.0637, s1.acc: 95.2120, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1118, s2.loss_cls: 0.0306, s2.acc: 95.3765, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0530, loss: 1.0430 +2025-06-27 19:29:57,303 - mmdet - INFO - Epoch [33][7200/7330] lr: 1.000e-05, eta: 6:20:15, time: 1.066, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1379, s0.acc: 94.9124, s0.loss_bbox: 0.2221, s0.loss_mask: 0.2094, s1.loss_cls: 0.0632, s1.acc: 95.1793, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1057, s2.loss_cls: 0.0309, s2.acc: 95.2257, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0504, loss: 1.0112 +2025-06-27 19:30:50,677 - mmdet - INFO - Epoch [33][7250/7330] lr: 1.000e-05, eta: 6:19:24, time: 1.068, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1419, s0.acc: 94.8914, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2138, s1.loss_cls: 0.0636, s1.acc: 95.2919, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1082, s2.loss_cls: 0.0307, s2.acc: 95.3392, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0209 +2025-06-27 19:31:43,961 - mmdet - INFO - Epoch [33][7300/7330] lr: 1.000e-05, eta: 6:18:32, time: 1.066, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1339, s0.acc: 95.0793, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2092, s1.loss_cls: 0.0603, s1.acc: 95.4809, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1047, s2.loss_cls: 0.0299, s2.acc: 95.3507, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0499, loss: 0.9890 +2025-06-27 19:32:22,692 - mmdet - INFO - Saving checkpoint at 33 epochs +2025-06-27 19:35:33,647 - mmdet - INFO - Evaluating bbox... +2025-06-27 19:36:01,880 - mmdet - INFO - Evaluating segm... +2025-06-27 19:36:35,336 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 19:36:35,336 - mmdet - INFO - Epoch(val) [33][7330] bbox_mAP: 0.5010, bbox_mAP_50: 0.6900, bbox_mAP_75: 0.5450, bbox_mAP_s: 0.3350, bbox_mAP_m: 0.5320, bbox_mAP_l: 0.6560, bbox_mAP_copypaste: 0.501 0.690 0.545 0.335 0.532 0.656, segm_mAP: 0.4340, segm_mAP_50: 0.6660, segm_mAP_75: 0.4700, segm_mAP_s: 0.2720, segm_mAP_m: 0.4660, segm_mAP_l: 0.5880, segm_mAP_copypaste: 0.434 0.666 0.470 0.272 0.466 0.588 +2025-06-27 19:38:45,407 - mmdet - INFO - Epoch [34][50/7330] lr: 1.000e-06, eta: 6:17:14, time: 2.601, data_time: 1.547, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1424, s0.acc: 94.8059, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2108, s1.loss_cls: 0.0640, s1.acc: 95.2790, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1063, s2.loss_cls: 0.0312, s2.acc: 95.3114, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0505, loss: 1.0106 +2025-06-27 19:39:42,306 - mmdet - INFO - Epoch [34][100/7330] lr: 1.000e-06, eta: 6:16:23, time: 1.138, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1299, s0.acc: 95.2610, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2060, s1.loss_cls: 0.0585, s1.acc: 95.6042, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1039, s2.loss_cls: 0.0286, s2.acc: 95.6004, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0492, loss: 0.9678 +2025-06-27 19:40:38,903 - mmdet - INFO - Epoch [34][150/7330] lr: 1.000e-06, eta: 6:15:32, time: 1.132, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1343, s0.acc: 95.1360, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2110, s1.loss_cls: 0.0606, s1.acc: 95.4962, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1067, s2.loss_cls: 0.0301, s2.acc: 95.3417, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0504, loss: 0.9955 +2025-06-27 19:41:37,913 - mmdet - INFO - Epoch [34][200/7330] lr: 1.000e-06, eta: 6:14:41, time: 1.180, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1379, s0.acc: 94.8391, s0.loss_bbox: 0.2171, s0.loss_mask: 0.2128, s1.loss_cls: 0.0622, s1.acc: 95.3168, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1077, s2.loss_cls: 0.0304, s2.acc: 95.3191, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 1.0085 +2025-06-27 19:42:31,352 - mmdet - INFO - Epoch [34][250/7330] lr: 1.000e-06, eta: 6:13:50, time: 1.069, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1360, s0.acc: 95.0852, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2150, s1.loss_cls: 0.0610, s1.acc: 95.4344, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1078, s2.loss_cls: 0.0296, s2.acc: 95.5003, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0505, loss: 1.0053 +2025-06-27 19:43:22,292 - mmdet - INFO - Epoch [34][300/7330] lr: 1.000e-06, eta: 6:12:58, time: 1.019, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1375, s0.acc: 95.0078, s0.loss_bbox: 0.2136, s0.loss_mask: 0.2125, s1.loss_cls: 0.0612, s1.acc: 95.4279, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1074, s2.loss_cls: 0.0293, s2.acc: 95.6037, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9983 +2025-06-27 19:44:12,566 - mmdet - INFO - Epoch [34][350/7330] lr: 1.000e-06, eta: 6:12:06, time: 1.006, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1324, s0.acc: 95.2551, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2064, s1.loss_cls: 0.0587, s1.acc: 95.7319, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1038, s2.loss_cls: 0.0284, s2.acc: 95.7386, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0490, loss: 0.9655 +2025-06-27 19:45:03,147 - mmdet - INFO - Epoch [34][400/7330] lr: 1.000e-06, eta: 6:11:15, time: 1.012, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1404, s0.acc: 94.8474, s0.loss_bbox: 0.2236, s0.loss_mask: 0.2168, s1.loss_cls: 0.0635, s1.acc: 95.1982, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1100, s2.loss_cls: 0.0307, s2.acc: 95.2579, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0517, loss: 1.0325 +2025-06-27 19:45:54,566 - mmdet - INFO - Epoch [34][450/7330] lr: 1.000e-06, eta: 6:10:23, time: 1.028, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1388, s0.acc: 94.8835, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2153, s1.loss_cls: 0.0631, s1.acc: 95.3022, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1074, s2.loss_cls: 0.0310, s2.acc: 95.2481, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 1.0154 +2025-06-27 19:46:47,828 - mmdet - INFO - Epoch [34][500/7330] lr: 1.000e-06, eta: 6:09:32, time: 1.066, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1371, s0.acc: 94.8789, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2138, s1.loss_cls: 0.0617, s1.acc: 95.2902, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1085, s2.loss_cls: 0.0305, s2.acc: 95.2541, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0515, loss: 1.0210 +2025-06-27 19:47:42,899 - mmdet - INFO - Epoch [34][550/7330] lr: 1.000e-06, eta: 6:08:40, time: 1.101, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1379, s0.acc: 94.8806, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2114, s1.loss_cls: 0.0621, s1.acc: 95.3320, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1061, s2.loss_cls: 0.0301, s2.acc: 95.3553, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 1.0030 +2025-06-27 19:48:43,046 - mmdet - INFO - Epoch [34][600/7330] lr: 1.000e-06, eta: 6:07:49, time: 1.203, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1389, s0.acc: 94.9092, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2164, s1.loss_cls: 0.0624, s1.acc: 95.3382, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1096, s2.loss_cls: 0.0306, s2.acc: 95.3515, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0518, loss: 1.0234 +2025-06-27 19:49:32,550 - mmdet - INFO - Epoch [34][650/7330] lr: 1.000e-06, eta: 6:06:58, time: 0.990, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1316, s0.acc: 95.2412, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2036, s1.loss_cls: 0.0582, s1.acc: 95.7090, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1043, s2.loss_cls: 0.0283, s2.acc: 95.6767, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9691 +2025-06-27 19:50:24,451 - mmdet - INFO - Epoch [34][700/7330] lr: 1.000e-06, eta: 6:06:06, time: 1.038, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1300, s0.acc: 95.3022, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2095, s1.loss_cls: 0.0584, s1.acc: 95.6726, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1049, s2.loss_cls: 0.0283, s2.acc: 95.6891, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9803 +2025-06-27 19:51:14,508 - mmdet - INFO - Epoch [34][750/7330] lr: 1.000e-06, eta: 6:05:14, time: 1.001, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1391, s0.acc: 94.9243, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2110, s1.loss_cls: 0.0632, s1.acc: 95.2692, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1069, s2.loss_cls: 0.0306, s2.acc: 95.3213, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0503, loss: 1.0115 +2025-06-27 19:52:04,318 - mmdet - INFO - Epoch [34][800/7330] lr: 1.000e-06, eta: 6:04:23, time: 0.996, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1337, s0.acc: 95.1392, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2150, s1.loss_cls: 0.0590, s1.acc: 95.5952, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1080, s2.loss_cls: 0.0289, s2.acc: 95.5230, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 1.0008 +2025-06-27 19:52:55,100 - mmdet - INFO - Epoch [34][850/7330] lr: 1.000e-06, eta: 6:03:31, time: 1.016, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1365, s0.acc: 94.9836, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2148, s1.loss_cls: 0.0614, s1.acc: 95.4017, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1084, s2.loss_cls: 0.0301, s2.acc: 95.4452, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0511, loss: 1.0112 +2025-06-27 19:53:45,560 - mmdet - INFO - Epoch [34][900/7330] lr: 1.000e-06, eta: 6:02:39, time: 1.009, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1380, s0.acc: 94.9390, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2123, s1.loss_cls: 0.0618, s1.acc: 95.3398, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1078, s2.loss_cls: 0.0302, s2.acc: 95.4053, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0164 +2025-06-27 19:54:43,043 - mmdet - INFO - Epoch [34][950/7330] lr: 1.000e-06, eta: 6:01:48, time: 1.150, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1303, s0.acc: 95.1970, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2089, s1.loss_cls: 0.0585, s1.acc: 95.5922, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1045, s2.loss_cls: 0.0280, s2.acc: 95.7154, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0495, loss: 0.9717 +2025-06-27 19:55:44,411 - mmdet - INFO - Epoch [34][1000/7330] lr: 1.000e-06, eta: 6:00:58, time: 1.228, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1366, s0.acc: 95.0554, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2124, s1.loss_cls: 0.0614, s1.acc: 95.4831, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1077, s2.loss_cls: 0.0301, s2.acc: 95.4567, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0509, loss: 1.0074 +2025-06-27 19:56:37,025 - mmdet - INFO - Epoch [34][1050/7330] lr: 1.000e-06, eta: 6:00:06, time: 1.052, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1391, s0.acc: 94.8723, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2148, s1.loss_cls: 0.0632, s1.acc: 95.2730, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1069, s2.loss_cls: 0.0309, s2.acc: 95.3709, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0504, loss: 1.0262 +2025-06-27 19:57:29,225 - mmdet - INFO - Epoch [34][1100/7330] lr: 1.000e-06, eta: 5:59:14, time: 1.044, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1400, s0.acc: 94.7908, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2125, s1.loss_cls: 0.0639, s1.acc: 95.1738, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1068, s2.loss_cls: 0.0312, s2.acc: 95.1547, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0510, loss: 1.0234 +2025-06-27 19:58:19,125 - mmdet - INFO - Epoch [34][1150/7330] lr: 1.000e-06, eta: 5:58:23, time: 0.998, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1382, s0.acc: 94.8977, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2150, s1.loss_cls: 0.0621, s1.acc: 95.3310, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1078, s2.loss_cls: 0.0305, s2.acc: 95.3136, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0506, loss: 1.0155 +2025-06-27 19:59:08,220 - mmdet - INFO - Epoch [34][1200/7330] lr: 1.000e-06, eta: 5:57:31, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1339, s0.acc: 94.9868, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2131, s1.loss_cls: 0.0600, s1.acc: 95.4311, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1085, s2.loss_cls: 0.0295, s2.acc: 95.3993, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0515, loss: 1.0024 +2025-06-27 19:59:57,795 - mmdet - INFO - Epoch [34][1250/7330] lr: 1.000e-06, eta: 5:56:39, time: 0.992, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1357, s0.acc: 95.0173, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2151, s1.loss_cls: 0.0608, s1.acc: 95.4396, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1094, s2.loss_cls: 0.0294, s2.acc: 95.5836, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0519, loss: 1.0062 +2025-06-27 20:00:48,024 - mmdet - INFO - Epoch [34][1300/7330] lr: 1.000e-06, eta: 5:55:47, time: 1.004, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1384, s0.acc: 94.9402, s0.loss_bbox: 0.2212, s0.loss_mask: 0.2129, s1.loss_cls: 0.0627, s1.acc: 95.3369, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1081, s2.loss_cls: 0.0312, s2.acc: 95.2224, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0508, loss: 1.0200 +2025-06-27 20:01:40,024 - mmdet - INFO - Epoch [34][1350/7330] lr: 1.000e-06, eta: 5:54:56, time: 1.040, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1359, s0.acc: 95.1799, s0.loss_bbox: 0.2100, s0.loss_mask: 0.2116, s1.loss_cls: 0.0621, s1.acc: 95.5344, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1072, s2.loss_cls: 0.0301, s2.acc: 95.4587, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0505, loss: 0.9902 +2025-06-27 20:02:37,651 - mmdet - INFO - Epoch [34][1400/7330] lr: 1.000e-06, eta: 5:54:05, time: 1.153, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1307, s0.acc: 95.2107, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2074, s1.loss_cls: 0.0587, s1.acc: 95.6622, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1051, s2.loss_cls: 0.0283, s2.acc: 95.7598, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0495, loss: 0.9741 +2025-06-27 20:03:35,369 - mmdet - INFO - Epoch [34][1450/7330] lr: 1.000e-06, eta: 5:53:14, time: 1.155, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1450, s0.acc: 94.7839, s0.loss_bbox: 0.2219, s0.loss_mask: 0.2163, s1.loss_cls: 0.0659, s1.acc: 95.2093, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1089, s2.loss_cls: 0.0319, s2.acc: 95.2257, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 1.0313 +2025-06-27 20:04:27,962 - mmdet - INFO - Epoch [34][1500/7330] lr: 1.000e-06, eta: 5:52:22, time: 1.052, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1419, s0.acc: 94.8320, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2154, s1.loss_cls: 0.0641, s1.acc: 95.2368, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1081, s2.loss_cls: 0.0316, s2.acc: 95.2021, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0365 +2025-06-27 20:05:17,449 - mmdet - INFO - Epoch [34][1550/7330] lr: 1.000e-06, eta: 5:51:30, time: 0.990, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1349, s0.acc: 95.0471, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2101, s1.loss_cls: 0.0608, s1.acc: 95.4447, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1053, s2.loss_cls: 0.0296, s2.acc: 95.5470, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0499, loss: 0.9920 +2025-06-27 20:06:06,186 - mmdet - INFO - Epoch [34][1600/7330] lr: 1.000e-06, eta: 5:50:39, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1309, s0.acc: 95.1841, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2179, s1.loss_cls: 0.0597, s1.acc: 95.5103, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1100, s2.loss_cls: 0.0294, s2.acc: 95.4574, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0520, loss: 0.9944 +2025-06-27 20:06:55,449 - mmdet - INFO - Epoch [34][1650/7330] lr: 1.000e-06, eta: 5:49:47, time: 0.986, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1398, s0.acc: 94.9597, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2155, s1.loss_cls: 0.0629, s1.acc: 95.3634, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1087, s2.loss_cls: 0.0307, s2.acc: 95.3027, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0192 +2025-06-27 20:07:44,346 - mmdet - INFO - Epoch [34][1700/7330] lr: 1.000e-06, eta: 5:48:55, time: 0.978, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1317, s0.acc: 95.1936, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2064, s1.loss_cls: 0.0595, s1.acc: 95.5238, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1048, s2.loss_cls: 0.0287, s2.acc: 95.5802, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0498, loss: 0.9689 +2025-06-27 20:08:36,227 - mmdet - INFO - Epoch [34][1750/7330] lr: 1.000e-06, eta: 5:48:03, time: 1.038, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1351, s0.acc: 95.0457, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2113, s1.loss_cls: 0.0611, s1.acc: 95.4725, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1073, s2.loss_cls: 0.0301, s2.acc: 95.4902, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0508, loss: 0.9980 +2025-06-27 20:09:31,111 - mmdet - INFO - Epoch [34][1800/7330] lr: 1.000e-06, eta: 5:47:12, time: 1.097, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1377, s0.acc: 94.8616, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2131, s1.loss_cls: 0.0623, s1.acc: 95.2543, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1071, s2.loss_cls: 0.0305, s2.acc: 95.2987, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0505, loss: 1.0032 +2025-06-27 20:10:29,650 - mmdet - INFO - Epoch [34][1850/7330] lr: 1.000e-06, eta: 5:46:21, time: 1.171, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1352, s0.acc: 95.1538, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2086, s1.loss_cls: 0.0603, s1.acc: 95.5870, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1054, s2.loss_cls: 0.0296, s2.acc: 95.5579, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0503, loss: 0.9877 +2025-06-27 20:11:18,734 - mmdet - INFO - Epoch [34][1900/7330] lr: 1.000e-06, eta: 5:45:29, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1362, s0.acc: 95.0366, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2112, s1.loss_cls: 0.0614, s1.acc: 95.4401, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1061, s2.loss_cls: 0.0299, s2.acc: 95.4903, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 1.0011 +2025-06-27 20:12:09,872 - mmdet - INFO - Epoch [34][1950/7330] lr: 1.000e-06, eta: 5:44:38, time: 1.023, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1379, s0.acc: 94.9453, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2100, s1.loss_cls: 0.0615, s1.acc: 95.3696, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1055, s2.loss_cls: 0.0299, s2.acc: 95.4914, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0500, loss: 1.0019 +2025-06-27 20:12:59,042 - mmdet - INFO - Epoch [34][2000/7330] lr: 1.000e-06, eta: 5:43:46, time: 0.983, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1417, s0.acc: 94.9041, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2124, s1.loss_cls: 0.0636, s1.acc: 95.3984, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1069, s2.loss_cls: 0.0308, s2.acc: 95.4728, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0506, loss: 1.0248 +2025-06-27 20:13:48,262 - mmdet - INFO - Epoch [34][2050/7330] lr: 1.000e-06, eta: 5:42:54, time: 0.984, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1298, s0.acc: 95.2156, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2092, s1.loss_cls: 0.0579, s1.acc: 95.6609, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1054, s2.loss_cls: 0.0284, s2.acc: 95.7027, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9737 +2025-06-27 20:14:37,265 - mmdet - INFO - Epoch [34][2100/7330] lr: 1.000e-06, eta: 5:42:02, time: 0.980, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1307, s0.acc: 95.2271, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2118, s1.loss_cls: 0.0582, s1.acc: 95.6645, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1064, s2.loss_cls: 0.0285, s2.acc: 95.6447, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0503, loss: 0.9842 +2025-06-27 20:15:26,620 - mmdet - INFO - Epoch [34][2150/7330] lr: 1.000e-06, eta: 5:41:11, time: 0.987, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1352, s0.acc: 94.9905, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2156, s1.loss_cls: 0.0605, s1.acc: 95.4604, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1078, s2.loss_cls: 0.0293, s2.acc: 95.4788, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0513, loss: 1.0108 +2025-06-27 20:16:20,949 - mmdet - INFO - Epoch [34][2200/7330] lr: 1.000e-06, eta: 5:40:19, time: 1.087, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1378, s0.acc: 94.9011, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2139, s1.loss_cls: 0.0614, s1.acc: 95.3951, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1084, s2.loss_cls: 0.0306, s2.acc: 95.2874, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0517, loss: 1.0109 +2025-06-27 20:17:16,821 - mmdet - INFO - Epoch [34][2250/7330] lr: 1.000e-06, eta: 5:39:28, time: 1.117, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1324, s0.acc: 95.1941, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2084, s1.loss_cls: 0.0594, s1.acc: 95.6267, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1055, s2.loss_cls: 0.0286, s2.acc: 95.6606, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0499, loss: 0.9745 +2025-06-27 20:18:08,568 - mmdet - INFO - Epoch [34][2300/7330] lr: 1.000e-06, eta: 5:38:36, time: 1.035, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1346, s0.acc: 95.0537, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2072, s1.loss_cls: 0.0605, s1.acc: 95.4714, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1046, s2.loss_cls: 0.0290, s2.acc: 95.6354, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0496, loss: 0.9903 +2025-06-27 20:18:59,818 - mmdet - INFO - Epoch [34][2350/7330] lr: 1.000e-06, eta: 5:37:45, time: 1.025, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1346, s0.acc: 95.0542, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2151, s1.loss_cls: 0.0615, s1.acc: 95.4627, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1088, s2.loss_cls: 0.0295, s2.acc: 95.4345, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0515, loss: 0.9996 +2025-06-27 20:19:48,837 - mmdet - INFO - Epoch [34][2400/7330] lr: 1.000e-06, eta: 5:36:53, time: 0.980, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1363, s0.acc: 94.9409, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2182, s1.loss_cls: 0.0611, s1.acc: 95.3858, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1089, s2.loss_cls: 0.0298, s2.acc: 95.4316, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0204 +2025-06-27 20:20:38,071 - mmdet - INFO - Epoch [34][2450/7330] lr: 1.000e-06, eta: 5:36:01, time: 0.985, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1452, s0.acc: 94.7510, s0.loss_bbox: 0.2260, s0.loss_mask: 0.2176, s1.loss_cls: 0.0642, s1.acc: 95.3077, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1096, s2.loss_cls: 0.0315, s2.acc: 95.2732, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0433 +2025-06-27 20:21:27,082 - mmdet - INFO - Epoch [34][2500/7330] lr: 1.000e-06, eta: 5:35:09, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1333, s0.acc: 95.0486, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2132, s1.loss_cls: 0.0602, s1.acc: 95.4376, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1073, s2.loss_cls: 0.0296, s2.acc: 95.4354, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0508, loss: 0.9890 +2025-06-27 20:22:16,132 - mmdet - INFO - Epoch [34][2550/7330] lr: 1.000e-06, eta: 5:34:18, time: 0.981, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0296, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1375, s0.acc: 94.9734, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2140, s1.loss_cls: 0.0619, s1.acc: 95.3888, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1086, s2.loss_cls: 0.0305, s2.acc: 95.3301, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0517, loss: 1.0223 +2025-06-27 20:23:10,482 - mmdet - INFO - Epoch [34][2600/7330] lr: 1.000e-06, eta: 5:33:26, time: 1.087, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1353, s0.acc: 94.9927, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2122, s1.loss_cls: 0.0612, s1.acc: 95.3947, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1083, s2.loss_cls: 0.0301, s2.acc: 95.3795, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0515, loss: 1.0226 +2025-06-27 20:24:06,355 - mmdet - INFO - Epoch [34][2650/7330] lr: 1.000e-06, eta: 5:32:35, time: 1.117, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1318, s0.acc: 95.1018, s0.loss_bbox: 0.2129, s0.loss_mask: 0.2112, s1.loss_cls: 0.0589, s1.acc: 95.5506, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1073, s2.loss_cls: 0.0287, s2.acc: 95.5419, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0505, loss: 0.9890 +2025-06-27 20:25:00,022 - mmdet - INFO - Epoch [34][2700/7330] lr: 1.000e-06, eta: 5:31:44, time: 1.073, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1268, s0.acc: 95.3538, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2098, s1.loss_cls: 0.0561, s1.acc: 95.8369, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1071, s2.loss_cls: 0.0279, s2.acc: 95.6928, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0509, loss: 0.9756 +2025-06-27 20:25:51,503 - mmdet - INFO - Epoch [34][2750/7330] lr: 1.000e-06, eta: 5:30:52, time: 1.029, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1386, s0.acc: 95.0237, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2100, s1.loss_cls: 0.0616, s1.acc: 95.4952, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1062, s2.loss_cls: 0.0300, s2.acc: 95.4245, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 1.0013 +2025-06-27 20:26:40,710 - mmdet - INFO - Epoch [34][2800/7330] lr: 1.000e-06, eta: 5:30:00, time: 0.984, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1409, s0.acc: 94.8276, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2151, s1.loss_cls: 0.0629, s1.acc: 95.2778, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1076, s2.loss_cls: 0.0305, s2.acc: 95.3639, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 1.0177 +2025-06-27 20:27:29,974 - mmdet - INFO - Epoch [34][2850/7330] lr: 1.000e-06, eta: 5:29:08, time: 0.985, data_time: 0.039, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1405, s0.acc: 94.8281, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2185, s1.loss_cls: 0.0630, s1.acc: 95.2887, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1089, s2.loss_cls: 0.0309, s2.acc: 95.2820, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0514, loss: 1.0307 +2025-06-27 20:28:19,316 - mmdet - INFO - Epoch [34][2900/7330] lr: 1.000e-06, eta: 5:28:17, time: 0.986, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1351, s0.acc: 95.0286, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2128, s1.loss_cls: 0.0610, s1.acc: 95.4032, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1075, s2.loss_cls: 0.0298, s2.acc: 95.4733, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0066 +2025-06-27 20:29:08,443 - mmdet - INFO - Epoch [34][2950/7330] lr: 1.000e-06, eta: 5:27:25, time: 0.983, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1345, s0.acc: 95.1306, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2099, s1.loss_cls: 0.0602, s1.acc: 95.5341, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1058, s2.loss_cls: 0.0299, s2.acc: 95.5191, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9923 +2025-06-27 20:29:59,302 - mmdet - INFO - Epoch [34][3000/7330] lr: 1.000e-06, eta: 5:26:33, time: 1.017, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1332, s0.acc: 95.0835, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2120, s1.loss_cls: 0.0595, s1.acc: 95.5593, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1075, s2.loss_cls: 0.0287, s2.acc: 95.5875, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0508, loss: 0.9863 +2025-06-27 20:30:54,582 - mmdet - INFO - Epoch [34][3050/7330] lr: 1.000e-06, eta: 5:25:42, time: 1.105, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1384, s0.acc: 94.8909, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2115, s1.loss_cls: 0.0616, s1.acc: 95.4136, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1068, s2.loss_cls: 0.0304, s2.acc: 95.3377, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0508, loss: 1.0062 +2025-06-27 20:31:54,552 - mmdet - INFO - Epoch [34][3100/7330] lr: 1.000e-06, eta: 5:24:51, time: 1.199, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1367, s0.acc: 95.0522, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2103, s1.loss_cls: 0.0610, s1.acc: 95.5083, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1059, s2.loss_cls: 0.0307, s2.acc: 95.4186, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0502, loss: 0.9945 +2025-06-27 20:32:43,123 - mmdet - INFO - Epoch [34][3150/7330] lr: 1.000e-06, eta: 5:23:59, time: 0.971, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1338, s0.acc: 95.1704, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2127, s1.loss_cls: 0.0598, s1.acc: 95.5737, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1072, s2.loss_cls: 0.0295, s2.acc: 95.4954, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0510, loss: 0.9874 +2025-06-27 20:33:34,748 - mmdet - INFO - Epoch [34][3200/7330] lr: 1.000e-06, eta: 5:23:08, time: 1.033, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1378, s0.acc: 94.9534, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2159, s1.loss_cls: 0.0620, s1.acc: 95.3836, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1092, s2.loss_cls: 0.0300, s2.acc: 95.4435, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0515, loss: 1.0175 +2025-06-27 20:34:24,312 - mmdet - INFO - Epoch [34][3250/7330] lr: 1.000e-06, eta: 5:22:16, time: 0.991, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1267, s0.acc: 95.2974, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2053, s1.loss_cls: 0.0564, s1.acc: 95.7651, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1051, s2.loss_cls: 0.0280, s2.acc: 95.7041, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9627 +2025-06-27 20:35:14,040 - mmdet - INFO - Epoch [34][3300/7330] lr: 1.000e-06, eta: 5:21:24, time: 0.995, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1349, s0.acc: 95.0447, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2069, s1.loss_cls: 0.0600, s1.acc: 95.5016, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1054, s2.loss_cls: 0.0297, s2.acc: 95.4119, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0499, loss: 1.0002 +2025-06-27 20:36:02,509 - mmdet - INFO - Epoch [34][3350/7330] lr: 1.000e-06, eta: 5:20:32, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1360, s0.acc: 95.0078, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2133, s1.loss_cls: 0.0614, s1.acc: 95.4047, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1075, s2.loss_cls: 0.0304, s2.acc: 95.2863, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0508, loss: 1.0082 +2025-06-27 20:36:51,378 - mmdet - INFO - Epoch [34][3400/7330] lr: 1.000e-06, eta: 5:19:40, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1399, s0.acc: 94.9299, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2141, s1.loss_cls: 0.0629, s1.acc: 95.4382, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1082, s2.loss_cls: 0.0308, s2.acc: 95.2844, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0511, loss: 1.0128 +2025-06-27 20:37:45,966 - mmdet - INFO - Epoch [34][3450/7330] lr: 1.000e-06, eta: 5:18:49, time: 1.092, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1349, s0.acc: 95.0215, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2115, s1.loss_cls: 0.0607, s1.acc: 95.4628, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1058, s2.loss_cls: 0.0296, s2.acc: 95.4361, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9947 +2025-06-27 20:38:46,262 - mmdet - INFO - Epoch [34][3500/7330] lr: 1.000e-06, eta: 5:17:58, time: 1.206, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1338, s0.acc: 95.1440, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2130, s1.loss_cls: 0.0596, s1.acc: 95.6371, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1083, s2.loss_cls: 0.0288, s2.acc: 95.7014, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0513, loss: 0.9923 +2025-06-27 20:39:37,678 - mmdet - INFO - Epoch [34][3550/7330] lr: 1.000e-06, eta: 5:17:07, time: 1.028, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1385, s0.acc: 95.0103, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2152, s1.loss_cls: 0.0628, s1.acc: 95.4002, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1084, s2.loss_cls: 0.0304, s2.acc: 95.3866, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 1.0072 +2025-06-27 20:40:29,004 - mmdet - INFO - Epoch [34][3600/7330] lr: 1.000e-06, eta: 5:16:15, time: 1.026, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1331, s0.acc: 95.0881, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2094, s1.loss_cls: 0.0594, s1.acc: 95.5842, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1061, s2.loss_cls: 0.0293, s2.acc: 95.4755, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0501, loss: 0.9834 +2025-06-27 20:41:17,580 - mmdet - INFO - Epoch [34][3650/7330] lr: 1.000e-06, eta: 5:15:23, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1280, s0.acc: 95.3721, s0.loss_bbox: 0.2029, s0.loss_mask: 0.2114, s1.loss_cls: 0.0578, s1.acc: 95.7572, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1077, s2.loss_cls: 0.0285, s2.acc: 95.6423, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0508, loss: 0.9680 +2025-06-27 20:42:06,809 - mmdet - INFO - Epoch [34][3700/7330] lr: 1.000e-06, eta: 5:14:31, time: 0.985, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1399, s0.acc: 94.8530, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2139, s1.loss_cls: 0.0634, s1.acc: 95.1644, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1073, s2.loss_cls: 0.0308, s2.acc: 95.1694, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0503, loss: 1.0211 +2025-06-27 20:42:55,763 - mmdet - INFO - Epoch [34][3750/7330] lr: 1.000e-06, eta: 5:13:40, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1360, s0.acc: 95.0437, s0.loss_bbox: 0.2157, s0.loss_mask: 0.2136, s1.loss_cls: 0.0610, s1.acc: 95.4894, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1084, s2.loss_cls: 0.0298, s2.acc: 95.4462, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0514, loss: 1.0060 +2025-06-27 20:43:44,373 - mmdet - INFO - Epoch [34][3800/7330] lr: 1.000e-06, eta: 5:12:48, time: 0.973, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1256, s0.acc: 95.3032, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2085, s1.loss_cls: 0.0563, s1.acc: 95.7113, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1059, s2.loss_cls: 0.0277, s2.acc: 95.7182, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0502, loss: 0.9603 +2025-06-27 20:44:38,679 - mmdet - INFO - Epoch [34][3850/7330] lr: 1.000e-06, eta: 5:11:56, time: 1.023, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1358, s0.acc: 95.0298, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2152, s1.loss_cls: 0.0612, s1.acc: 95.4503, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1078, s2.loss_cls: 0.0298, s2.acc: 95.4501, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0511, loss: 1.0113 +2025-06-27 20:45:32,434 - mmdet - INFO - Epoch [34][3900/7330] lr: 1.000e-06, eta: 5:11:05, time: 1.138, data_time: 0.088, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1301, s0.acc: 95.1721, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2098, s1.loss_cls: 0.0585, s1.acc: 95.5788, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1059, s2.loss_cls: 0.0287, s2.acc: 95.5967, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0502, loss: 0.9746 +2025-06-27 20:46:28,886 - mmdet - INFO - Epoch [34][3950/7330] lr: 1.000e-06, eta: 5:10:14, time: 1.129, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0234, s0.loss_cls: 0.1430, s0.acc: 94.7036, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2189, s1.loss_cls: 0.0645, s1.acc: 95.1560, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1099, s2.loss_cls: 0.0319, s2.acc: 95.1117, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0518, loss: 1.0458 +2025-06-27 20:47:20,921 - mmdet - INFO - Epoch [34][4000/7330] lr: 1.000e-06, eta: 5:09:22, time: 1.041, data_time: 0.036, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0289, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1389, s0.acc: 94.9441, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2141, s1.loss_cls: 0.0625, s1.acc: 95.3733, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1078, s2.loss_cls: 0.0304, s2.acc: 95.4645, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 1.0191 +2025-06-27 20:48:09,517 - mmdet - INFO - Epoch [34][4050/7330] lr: 1.000e-06, eta: 5:08:30, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1319, s0.acc: 95.0813, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2103, s1.loss_cls: 0.0589, s1.acc: 95.6032, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1059, s2.loss_cls: 0.0289, s2.acc: 95.5496, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0502, loss: 0.9762 +2025-06-27 20:48:58,098 - mmdet - INFO - Epoch [34][4100/7330] lr: 1.000e-06, eta: 5:07:38, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1367, s0.acc: 95.0186, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2174, s1.loss_cls: 0.0612, s1.acc: 95.4095, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1093, s2.loss_cls: 0.0298, s2.acc: 95.4024, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0191 +2025-06-27 20:49:46,908 - mmdet - INFO - Epoch [34][4150/7330] lr: 1.000e-06, eta: 5:06:47, time: 0.976, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1308, s0.acc: 95.1506, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2077, s1.loss_cls: 0.0584, s1.acc: 95.6810, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1049, s2.loss_cls: 0.0285, s2.acc: 95.6686, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0498, loss: 0.9782 +2025-06-27 20:50:35,999 - mmdet - INFO - Epoch [34][4200/7330] lr: 1.000e-06, eta: 5:05:55, time: 0.982, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1454, s0.acc: 94.7166, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2168, s1.loss_cls: 0.0651, s1.acc: 95.1591, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1092, s2.loss_cls: 0.0315, s2.acc: 95.1862, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0514, loss: 1.0459 +2025-06-27 20:51:26,955 - mmdet - INFO - Epoch [34][4250/7330] lr: 1.000e-06, eta: 5:05:03, time: 1.019, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1364, s0.acc: 94.9102, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2115, s1.loss_cls: 0.0615, s1.acc: 95.3858, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1057, s2.loss_cls: 0.0300, s2.acc: 95.4368, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0500, loss: 1.0071 +2025-06-27 20:52:23,899 - mmdet - INFO - Epoch [34][4300/7330] lr: 1.000e-06, eta: 5:04:12, time: 1.139, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1282, s0.acc: 95.2766, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2081, s1.loss_cls: 0.0583, s1.acc: 95.6134, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1051, s2.loss_cls: 0.0283, s2.acc: 95.6423, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0500, loss: 0.9701 +2025-06-27 20:53:20,843 - mmdet - INFO - Epoch [34][4350/7330] lr: 1.000e-06, eta: 5:03:21, time: 1.139, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1377, s0.acc: 94.8535, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2118, s1.loss_cls: 0.0622, s1.acc: 95.2687, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1069, s2.loss_cls: 0.0304, s2.acc: 95.2927, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0506, loss: 1.0134 +2025-06-27 20:54:12,277 - mmdet - INFO - Epoch [34][4400/7330] lr: 1.000e-06, eta: 5:02:29, time: 1.029, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1324, s0.acc: 95.2024, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2094, s1.loss_cls: 0.0589, s1.acc: 95.6317, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1055, s2.loss_cls: 0.0291, s2.acc: 95.5582, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9821 +2025-06-27 20:55:00,882 - mmdet - INFO - Epoch [34][4450/7330] lr: 1.000e-06, eta: 5:01:37, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1343, s0.acc: 95.1492, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2122, s1.loss_cls: 0.0599, s1.acc: 95.5410, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1066, s2.loss_cls: 0.0293, s2.acc: 95.5643, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 0.9925 +2025-06-27 20:55:50,084 - mmdet - INFO - Epoch [34][4500/7330] lr: 1.000e-06, eta: 5:00:46, time: 0.984, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1376, s0.acc: 94.9707, s0.loss_bbox: 0.2148, s0.loss_mask: 0.2129, s1.loss_cls: 0.0615, s1.acc: 95.3812, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1069, s2.loss_cls: 0.0299, s2.acc: 95.4578, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 1.0018 +2025-06-27 20:56:38,714 - mmdet - INFO - Epoch [34][4550/7330] lr: 1.000e-06, eta: 4:59:54, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1310, s0.acc: 95.2498, s0.loss_bbox: 0.2064, s0.loss_mask: 0.2087, s1.loss_cls: 0.0596, s1.acc: 95.5963, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1067, s2.loss_cls: 0.0286, s2.acc: 95.7082, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0504, loss: 0.9735 +2025-06-27 20:57:27,783 - mmdet - INFO - Epoch [34][4600/7330] lr: 1.000e-06, eta: 4:59:02, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1353, s0.acc: 95.0771, s0.loss_bbox: 0.2205, s0.loss_mask: 0.2082, s1.loss_cls: 0.0598, s1.acc: 95.5960, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1064, s2.loss_cls: 0.0288, s2.acc: 95.6425, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0506, loss: 1.0063 +2025-06-27 20:58:16,440 - mmdet - INFO - Epoch [34][4650/7330] lr: 1.000e-06, eta: 4:58:10, time: 0.973, data_time: 0.022, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1321, s0.acc: 95.2024, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2065, s1.loss_cls: 0.0583, s1.acc: 95.7254, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1047, s2.loss_cls: 0.0290, s2.acc: 95.6866, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0498, loss: 0.9738 +2025-06-27 20:59:13,021 - mmdet - INFO - Epoch [34][4700/7330] lr: 1.000e-06, eta: 4:57:19, time: 1.132, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0300, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1441, s0.acc: 94.7644, s0.loss_bbox: 0.2215, s0.loss_mask: 0.2183, s1.loss_cls: 0.0645, s1.acc: 95.1854, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1104, s2.loss_cls: 0.0319, s2.acc: 95.2280, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0525, loss: 1.0415 +2025-06-27 21:00:09,181 - mmdet - INFO - Epoch [34][4750/7330] lr: 1.000e-06, eta: 4:56:28, time: 1.123, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1298, s0.acc: 95.2014, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2121, s1.loss_cls: 0.0585, s1.acc: 95.6271, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1064, s2.loss_cls: 0.0288, s2.acc: 95.5923, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0503, loss: 0.9804 +2025-06-27 21:01:00,563 - mmdet - INFO - Epoch [34][4800/7330] lr: 1.000e-06, eta: 4:55:36, time: 1.028, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1312, s0.acc: 95.2566, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2073, s1.loss_cls: 0.0584, s1.acc: 95.7040, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1045, s2.loss_cls: 0.0281, s2.acc: 95.7085, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0491, loss: 0.9669 +2025-06-27 21:01:52,078 - mmdet - INFO - Epoch [34][4850/7330] lr: 1.000e-06, eta: 4:54:45, time: 1.030, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1340, s0.acc: 95.0237, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2130, s1.loss_cls: 0.0618, s1.acc: 95.3819, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1070, s2.loss_cls: 0.0297, s2.acc: 95.4160, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0506, loss: 1.0046 +2025-06-27 21:02:41,090 - mmdet - INFO - Epoch [34][4900/7330] lr: 1.000e-06, eta: 4:53:53, time: 0.980, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1337, s0.acc: 95.1418, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2136, s1.loss_cls: 0.0599, s1.acc: 95.5656, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1076, s2.loss_cls: 0.0289, s2.acc: 95.5287, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0504, loss: 0.9898 +2025-06-27 21:03:29,943 - mmdet - INFO - Epoch [34][4950/7330] lr: 1.000e-06, eta: 4:53:01, time: 0.978, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1370, s0.acc: 95.0676, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2117, s1.loss_cls: 0.0618, s1.acc: 95.4329, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1068, s2.loss_cls: 0.0299, s2.acc: 95.4633, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0505, loss: 0.9968 +2025-06-27 21:04:18,770 - mmdet - INFO - Epoch [34][5000/7330] lr: 1.000e-06, eta: 4:52:09, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1343, s0.acc: 95.0767, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2084, s1.loss_cls: 0.0609, s1.acc: 95.5269, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1054, s2.loss_cls: 0.0297, s2.acc: 95.4877, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0500, loss: 0.9877 +2025-06-27 21:05:07,240 - mmdet - INFO - Epoch [34][5050/7330] lr: 1.000e-06, eta: 4:51:18, time: 0.970, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1283, s0.acc: 95.3145, s0.loss_bbox: 0.1998, s0.loss_mask: 0.2064, s1.loss_cls: 0.0584, s1.acc: 95.6047, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1041, s2.loss_cls: 0.0286, s2.acc: 95.6176, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0491, loss: 0.9504 +2025-06-27 21:06:02,397 - mmdet - INFO - Epoch [34][5100/7330] lr: 1.000e-06, eta: 4:50:26, time: 1.103, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1338, s0.acc: 95.0906, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2118, s1.loss_cls: 0.0598, s1.acc: 95.5512, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1068, s2.loss_cls: 0.0289, s2.acc: 95.6099, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0508, loss: 0.9887 +2025-06-27 21:07:01,450 - mmdet - INFO - Epoch [34][5150/7330] lr: 1.000e-06, eta: 4:49:35, time: 1.181, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1383, s0.acc: 94.9497, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2103, s1.loss_cls: 0.0621, s1.acc: 95.3093, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1066, s2.loss_cls: 0.0305, s2.acc: 95.2823, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 1.0086 +2025-06-27 21:07:52,735 - mmdet - INFO - Epoch [34][5200/7330] lr: 1.000e-06, eta: 4:48:43, time: 1.026, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1321, s0.acc: 95.2388, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2043, s1.loss_cls: 0.0576, s1.acc: 95.7164, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1035, s2.loss_cls: 0.0286, s2.acc: 95.6432, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0492, loss: 0.9742 +2025-06-27 21:08:44,202 - mmdet - INFO - Epoch [34][5250/7330] lr: 1.000e-06, eta: 4:47:52, time: 1.030, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1294, s0.acc: 95.2461, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2110, s1.loss_cls: 0.0582, s1.acc: 95.6227, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1065, s2.loss_cls: 0.0290, s2.acc: 95.6110, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0504, loss: 0.9819 +2025-06-27 21:09:32,624 - mmdet - INFO - Epoch [34][5300/7330] lr: 1.000e-06, eta: 4:47:00, time: 0.969, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1287, s0.acc: 95.3059, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2096, s1.loss_cls: 0.0579, s1.acc: 95.6583, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1062, s2.loss_cls: 0.0281, s2.acc: 95.6906, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9700 +2025-06-27 21:10:21,097 - mmdet - INFO - Epoch [34][5350/7330] lr: 1.000e-06, eta: 4:46:08, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1346, s0.acc: 95.0891, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2090, s1.loss_cls: 0.0605, s1.acc: 95.4805, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1050, s2.loss_cls: 0.0298, s2.acc: 95.4811, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0495, loss: 0.9855 +2025-06-27 21:11:09,939 - mmdet - INFO - Epoch [34][5400/7330] lr: 1.000e-06, eta: 4:45:16, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1317, s0.acc: 95.1687, s0.loss_bbox: 0.2109, s0.loss_mask: 0.2113, s1.loss_cls: 0.0591, s1.acc: 95.5648, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1075, s2.loss_cls: 0.0293, s2.acc: 95.4665, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 0.9858 +2025-06-27 21:11:58,888 - mmdet - INFO - Epoch [34][5450/7330] lr: 1.000e-06, eta: 4:44:25, time: 0.979, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1346, s0.acc: 95.0803, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2125, s1.loss_cls: 0.0603, s1.acc: 95.5058, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1072, s2.loss_cls: 0.0294, s2.acc: 95.4820, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0507, loss: 1.0036 +2025-06-27 21:12:50,184 - mmdet - INFO - Epoch [34][5500/7330] lr: 1.000e-06, eta: 4:43:33, time: 1.025, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1302, s0.acc: 95.1956, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2089, s1.loss_cls: 0.0582, s1.acc: 95.6706, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1058, s2.loss_cls: 0.0287, s2.acc: 95.5968, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0501, loss: 0.9735 +2025-06-27 21:13:46,390 - mmdet - INFO - Epoch [34][5550/7330] lr: 1.000e-06, eta: 4:42:42, time: 1.125, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1336, s0.acc: 95.1860, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2105, s1.loss_cls: 0.0598, s1.acc: 95.6234, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1069, s2.loss_cls: 0.0293, s2.acc: 95.4910, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0506, loss: 0.9992 +2025-06-27 21:14:42,627 - mmdet - INFO - Epoch [34][5600/7330] lr: 1.000e-06, eta: 4:41:51, time: 1.124, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1394, s0.acc: 94.9158, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2171, s1.loss_cls: 0.0637, s1.acc: 95.3028, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1087, s2.loss_cls: 0.0314, s2.acc: 95.3657, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0512, loss: 1.0199 +2025-06-27 21:15:34,242 - mmdet - INFO - Epoch [34][5650/7330] lr: 1.000e-06, eta: 4:40:59, time: 1.033, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1371, s0.acc: 94.9082, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2135, s1.loss_cls: 0.0616, s1.acc: 95.4101, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1081, s2.loss_cls: 0.0301, s2.acc: 95.3778, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0510, loss: 1.0068 +2025-06-27 21:16:23,231 - mmdet - INFO - Epoch [34][5700/7330] lr: 1.000e-06, eta: 4:40:07, time: 0.980, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1365, s0.acc: 95.0098, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2140, s1.loss_cls: 0.0613, s1.acc: 95.4756, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1076, s2.loss_cls: 0.0299, s2.acc: 95.4826, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 1.0069 +2025-06-27 21:17:11,775 - mmdet - INFO - Epoch [34][5750/7330] lr: 1.000e-06, eta: 4:39:15, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1319, s0.acc: 95.1326, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2079, s1.loss_cls: 0.0591, s1.acc: 95.5125, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1045, s2.loss_cls: 0.0289, s2.acc: 95.5205, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0495, loss: 0.9712 +2025-06-27 21:18:00,764 - mmdet - INFO - Epoch [34][5800/7330] lr: 1.000e-06, eta: 4:38:24, time: 0.980, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1365, s0.acc: 94.9236, s0.loss_bbox: 0.2208, s0.loss_mask: 0.2156, s1.loss_cls: 0.0617, s1.acc: 95.3014, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1090, s2.loss_cls: 0.0304, s2.acc: 95.3038, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0517, loss: 1.0220 +2025-06-27 21:18:49,756 - mmdet - INFO - Epoch [34][5850/7330] lr: 1.000e-06, eta: 4:37:32, time: 0.980, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1311, s0.acc: 95.1899, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2067, s1.loss_cls: 0.0589, s1.acc: 95.5481, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1052, s2.loss_cls: 0.0288, s2.acc: 95.5496, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0501, loss: 0.9775 +2025-06-27 21:19:38,623 - mmdet - INFO - Epoch [34][5900/7330] lr: 1.000e-06, eta: 4:36:40, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1331, s0.acc: 95.2085, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2103, s1.loss_cls: 0.0589, s1.acc: 95.6377, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1055, s2.loss_cls: 0.0285, s2.acc: 95.6916, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0501, loss: 0.9754 +2025-06-27 21:20:37,414 - mmdet - INFO - Epoch [34][5950/7330] lr: 1.000e-06, eta: 4:35:49, time: 1.176, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1392, s0.acc: 94.9001, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2177, s1.loss_cls: 0.0626, s1.acc: 95.3551, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1103, s2.loss_cls: 0.0309, s2.acc: 95.2451, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0518, loss: 1.0279 +2025-06-27 21:21:33,803 - mmdet - INFO - Epoch [34][6000/7330] lr: 1.000e-06, eta: 4:34:58, time: 1.128, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0221, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1272, s0.acc: 95.3618, s0.loss_bbox: 0.2036, s0.loss_mask: 0.2069, s1.loss_cls: 0.0569, s1.acc: 95.7704, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1055, s2.loss_cls: 0.0279, s2.acc: 95.7917, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0499, loss: 0.9556 +2025-06-27 21:22:25,931 - mmdet - INFO - Epoch [34][6050/7330] lr: 1.000e-06, eta: 4:34:06, time: 1.043, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1316, s0.acc: 95.1304, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2153, s1.loss_cls: 0.0588, s1.acc: 95.5844, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1083, s2.loss_cls: 0.0290, s2.acc: 95.5511, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0511, loss: 1.0015 +2025-06-27 21:23:16,888 - mmdet - INFO - Epoch [34][6100/7330] lr: 1.000e-06, eta: 4:33:15, time: 1.019, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1318, s0.acc: 95.1750, s0.loss_bbox: 0.2072, s0.loss_mask: 0.2060, s1.loss_cls: 0.0594, s1.acc: 95.6223, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1036, s2.loss_cls: 0.0287, s2.acc: 95.6750, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0491, loss: 0.9690 +2025-06-27 21:24:05,877 - mmdet - INFO - Epoch [34][6150/7330] lr: 1.000e-06, eta: 4:32:23, time: 0.979, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1408, s0.acc: 94.8665, s0.loss_bbox: 0.2223, s0.loss_mask: 0.2178, s1.loss_cls: 0.0642, s1.acc: 95.2860, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1095, s2.loss_cls: 0.0312, s2.acc: 95.2937, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0516, loss: 1.0332 +2025-06-27 21:24:54,393 - mmdet - INFO - Epoch [34][6200/7330] lr: 1.000e-06, eta: 4:31:31, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1371, s0.acc: 95.0413, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2100, s1.loss_cls: 0.0615, s1.acc: 95.5268, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1072, s2.loss_cls: 0.0293, s2.acc: 95.5565, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0507, loss: 0.9971 +2025-06-27 21:25:42,489 - mmdet - INFO - Epoch [34][6250/7330] lr: 1.000e-06, eta: 4:30:39, time: 0.962, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1306, s0.acc: 95.2712, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2106, s1.loss_cls: 0.0585, s1.acc: 95.7242, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1062, s2.loss_cls: 0.0287, s2.acc: 95.6669, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0503, loss: 0.9777 +2025-06-27 21:26:31,420 - mmdet - INFO - Epoch [34][6300/7330] lr: 1.000e-06, eta: 4:29:47, time: 0.979, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1359, s0.acc: 94.9790, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2150, s1.loss_cls: 0.0610, s1.acc: 95.3621, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1082, s2.loss_cls: 0.0295, s2.acc: 95.4525, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0513, loss: 1.0099 +2025-06-27 21:27:24,827 - mmdet - INFO - Epoch [34][6350/7330] lr: 1.000e-06, eta: 4:28:56, time: 1.068, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1353, s0.acc: 95.0327, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2162, s1.loss_cls: 0.0608, s1.acc: 95.4731, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1080, s2.loss_cls: 0.0297, s2.acc: 95.5027, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0510, loss: 0.9960 +2025-06-27 21:28:25,799 - mmdet - INFO - Epoch [34][6400/7330] lr: 1.000e-06, eta: 4:28:05, time: 1.219, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0292, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1414, s0.acc: 94.8435, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2136, s1.loss_cls: 0.0634, s1.acc: 95.2864, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1076, s2.loss_cls: 0.0311, s2.acc: 95.2320, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0504, loss: 1.0267 +2025-06-27 21:29:16,911 - mmdet - INFO - Epoch [34][6450/7330] lr: 1.000e-06, eta: 4:27:13, time: 1.022, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1340, s0.acc: 95.0632, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2137, s1.loss_cls: 0.0598, s1.acc: 95.5617, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1072, s2.loss_cls: 0.0291, s2.acc: 95.6032, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0507, loss: 0.9978 +2025-06-27 21:30:08,389 - mmdet - INFO - Epoch [34][6500/7330] lr: 1.000e-06, eta: 4:26:22, time: 1.030, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1347, s0.acc: 95.0745, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2100, s1.loss_cls: 0.0600, s1.acc: 95.5824, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1056, s2.loss_cls: 0.0292, s2.acc: 95.5809, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0501, loss: 0.9952 +2025-06-27 21:30:57,619 - mmdet - INFO - Epoch [34][6550/7330] lr: 1.000e-06, eta: 4:25:30, time: 0.985, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1392, s0.acc: 94.8696, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2133, s1.loss_cls: 0.0628, s1.acc: 95.2989, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1076, s2.loss_cls: 0.0308, s2.acc: 95.2672, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0508, loss: 1.0263 +2025-06-27 21:31:46,122 - mmdet - INFO - Epoch [34][6600/7330] lr: 1.000e-06, eta: 4:24:38, time: 0.970, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1347, s0.acc: 95.0383, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2121, s1.loss_cls: 0.0601, s1.acc: 95.5141, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1075, s2.loss_cls: 0.0295, s2.acc: 95.4504, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 1.0017 +2025-06-27 21:32:35,057 - mmdet - INFO - Epoch [34][6650/7330] lr: 1.000e-06, eta: 4:23:47, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1375, s0.acc: 94.9041, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2102, s1.loss_cls: 0.0619, s1.acc: 95.3003, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1059, s2.loss_cls: 0.0302, s2.acc: 95.3708, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0504, loss: 1.0003 +2025-06-27 21:33:23,390 - mmdet - INFO - Epoch [34][6700/7330] lr: 1.000e-06, eta: 4:22:55, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1248, s0.acc: 95.4717, s0.loss_bbox: 0.2020, s0.loss_mask: 0.2099, s1.loss_cls: 0.0564, s1.acc: 95.8581, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1071, s2.loss_cls: 0.0275, s2.acc: 95.7861, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0509, loss: 0.9597 +2025-06-27 21:34:14,668 - mmdet - INFO - Epoch [34][6750/7330] lr: 1.000e-06, eta: 4:22:03, time: 1.026, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1396, s0.acc: 94.8970, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2116, s1.loss_cls: 0.0627, s1.acc: 95.3013, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1073, s2.loss_cls: 0.0305, s2.acc: 95.3374, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0507, loss: 1.0081 +2025-06-27 21:35:11,890 - mmdet - INFO - Epoch [34][6800/7330] lr: 1.000e-06, eta: 4:21:12, time: 1.144, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1296, s0.acc: 95.2329, s0.loss_bbox: 0.2058, s0.loss_mask: 0.2103, s1.loss_cls: 0.0572, s1.acc: 95.7205, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1061, s2.loss_cls: 0.0281, s2.acc: 95.6484, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0504, loss: 0.9687 +2025-06-27 21:36:10,341 - mmdet - INFO - Epoch [34][6850/7330] lr: 1.000e-06, eta: 4:20:21, time: 1.169, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1383, s0.acc: 94.9150, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2137, s1.loss_cls: 0.0615, s1.acc: 95.3558, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1072, s2.loss_cls: 0.0299, s2.acc: 95.4670, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0508, loss: 1.0162 +2025-06-27 21:37:02,308 - mmdet - INFO - Epoch [34][6900/7330] lr: 1.000e-06, eta: 4:19:29, time: 1.039, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1386, s0.acc: 94.9563, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2134, s1.loss_cls: 0.0629, s1.acc: 95.3234, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1070, s2.loss_cls: 0.0303, s2.acc: 95.4039, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0505, loss: 1.0036 +2025-06-27 21:37:50,989 - mmdet - INFO - Epoch [34][6950/7330] lr: 1.000e-06, eta: 4:18:37, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1380, s0.acc: 94.9307, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2135, s1.loss_cls: 0.0620, s1.acc: 95.3991, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1076, s2.loss_cls: 0.0303, s2.acc: 95.3905, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0510, loss: 1.0137 +2025-06-27 21:38:40,105 - mmdet - INFO - Epoch [34][7000/7330] lr: 1.000e-06, eta: 4:17:46, time: 0.982, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1375, s0.acc: 94.9868, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2149, s1.loss_cls: 0.0617, s1.acc: 95.4181, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1083, s2.loss_cls: 0.0303, s2.acc: 95.3974, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0514, loss: 1.0138 +2025-06-27 21:39:29,116 - mmdet - INFO - Epoch [34][7050/7330] lr: 1.000e-06, eta: 4:16:54, time: 0.980, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1340, s0.acc: 95.0332, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2131, s1.loss_cls: 0.0595, s1.acc: 95.5275, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1085, s2.loss_cls: 0.0291, s2.acc: 95.5245, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0030 +2025-06-27 21:40:17,884 - mmdet - INFO - Epoch [34][7100/7330] lr: 1.000e-06, eta: 4:16:02, time: 0.975, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1357, s0.acc: 94.9648, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2118, s1.loss_cls: 0.0615, s1.acc: 95.2686, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1072, s2.loss_cls: 0.0304, s2.acc: 95.2996, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0507, loss: 1.0013 +2025-06-27 21:41:07,404 - mmdet - INFO - Epoch [34][7150/7330] lr: 1.000e-06, eta: 4:15:10, time: 0.990, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1400, s0.acc: 94.8691, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2132, s1.loss_cls: 0.0633, s1.acc: 95.2671, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1085, s2.loss_cls: 0.0308, s2.acc: 95.2876, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0517, loss: 1.0200 +2025-06-27 21:42:03,809 - mmdet - INFO - Epoch [34][7200/7330] lr: 1.000e-06, eta: 4:14:19, time: 1.129, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1343, s0.acc: 94.9814, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2110, s1.loss_cls: 0.0603, s1.acc: 95.3765, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1067, s2.loss_cls: 0.0297, s2.acc: 95.4223, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0505, loss: 1.0019 +2025-06-27 21:43:02,178 - mmdet - INFO - Epoch [34][7250/7330] lr: 1.000e-06, eta: 4:13:28, time: 1.167, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1294, s0.acc: 95.1826, s0.loss_bbox: 0.2083, s0.loss_mask: 0.2038, s1.loss_cls: 0.0576, s1.acc: 95.6035, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1032, s2.loss_cls: 0.0282, s2.acc: 95.5707, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0492, loss: 0.9649 +2025-06-27 21:43:53,427 - mmdet - INFO - Epoch [34][7300/7330] lr: 1.000e-06, eta: 4:12:36, time: 1.026, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1377, s0.acc: 95.0432, s0.loss_bbox: 0.2201, s0.loss_mask: 0.2176, s1.loss_cls: 0.0624, s1.acc: 95.4056, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1093, s2.loss_cls: 0.0304, s2.acc: 95.4242, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0186 +2025-06-27 21:44:35,427 - mmdet - INFO - Saving checkpoint at 34 epochs +2025-06-27 21:47:45,185 - mmdet - INFO - Evaluating bbox... +2025-06-27 21:48:15,187 - mmdet - INFO - Evaluating segm... +2025-06-27 21:48:45,041 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 21:48:45,041 - mmdet - INFO - Epoch(val) [34][7330] bbox_mAP: 0.5030, bbox_mAP_50: 0.6920, bbox_mAP_75: 0.5470, bbox_mAP_s: 0.3360, bbox_mAP_m: 0.5330, bbox_mAP_l: 0.6610, bbox_mAP_copypaste: 0.503 0.692 0.547 0.336 0.533 0.661, segm_mAP: 0.4360, segm_mAP_50: 0.6680, segm_mAP_75: 0.4710, segm_mAP_s: 0.2720, segm_mAP_m: 0.4670, segm_mAP_l: 0.5940, segm_mAP_copypaste: 0.436 0.668 0.471 0.272 0.467 0.594 +2025-06-27 21:50:53,188 - mmdet - INFO - Epoch [35][50/7330] lr: 1.000e-06, eta: 4:11:16, time: 2.562, data_time: 1.540, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1288, s0.acc: 95.3293, s0.loss_bbox: 0.1961, s0.loss_mask: 0.2034, s1.loss_cls: 0.0574, s1.acc: 95.7910, s1.loss_bbox: 0.0915, s1.loss_mask: 0.1028, s2.loss_cls: 0.0281, s2.acc: 95.8000, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0491, loss: 0.9430 +2025-06-27 21:51:45,748 - mmdet - INFO - Epoch [35][100/7330] lr: 1.000e-06, eta: 4:10:25, time: 1.051, data_time: 0.040, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1419, s0.acc: 94.7058, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2146, s1.loss_cls: 0.0639, s1.acc: 95.0744, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1072, s2.loss_cls: 0.0311, s2.acc: 95.1624, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0506, loss: 1.0311 +2025-06-27 21:52:38,025 - mmdet - INFO - Epoch [35][150/7330] lr: 1.000e-06, eta: 4:09:33, time: 1.046, data_time: 0.037, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1418, s0.acc: 94.8418, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2181, s1.loss_cls: 0.0640, s1.acc: 95.2082, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1089, s2.loss_cls: 0.0312, s2.acc: 95.3791, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0298 +2025-06-27 21:53:34,923 - mmdet - INFO - Epoch [35][200/7330] lr: 1.000e-06, eta: 4:08:42, time: 1.138, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1370, s0.acc: 94.9182, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2151, s1.loss_cls: 0.0620, s1.acc: 95.3198, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1080, s2.loss_cls: 0.0302, s2.acc: 95.3284, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0511, loss: 1.0152 +2025-06-27 21:54:34,629 - mmdet - INFO - Epoch [35][250/7330] lr: 1.000e-06, eta: 4:07:51, time: 1.194, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0241, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1300, s0.acc: 95.2322, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2056, s1.loss_cls: 0.0587, s1.acc: 95.6731, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1047, s2.loss_cls: 0.0288, s2.acc: 95.6318, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0500, loss: 0.9728 +2025-06-27 21:55:27,729 - mmdet - INFO - Epoch [35][300/7330] lr: 1.000e-06, eta: 4:06:59, time: 1.062, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1364, s0.acc: 94.9050, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2164, s1.loss_cls: 0.0615, s1.acc: 95.3527, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1094, s2.loss_cls: 0.0299, s2.acc: 95.4108, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0161 +2025-06-27 21:56:24,091 - mmdet - INFO - Epoch [35][350/7330] lr: 1.000e-06, eta: 4:06:08, time: 1.128, data_time: 0.038, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1377, s0.acc: 95.0525, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2083, s1.loss_cls: 0.0615, s1.acc: 95.4513, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1056, s2.loss_cls: 0.0298, s2.acc: 95.4990, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 1.0006 +2025-06-27 21:57:14,112 - mmdet - INFO - Epoch [35][400/7330] lr: 1.000e-06, eta: 4:05:16, time: 1.000, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1328, s0.acc: 95.1440, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2115, s1.loss_cls: 0.0600, s1.acc: 95.5259, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1076, s2.loss_cls: 0.0296, s2.acc: 95.5161, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0511, loss: 0.9972 +2025-06-27 21:58:04,173 - mmdet - INFO - Epoch [35][450/7330] lr: 1.000e-06, eta: 4:04:25, time: 1.001, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1278, s0.acc: 95.3511, s0.loss_bbox: 0.1982, s0.loss_mask: 0.2066, s1.loss_cls: 0.0574, s1.acc: 95.7663, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1064, s2.loss_cls: 0.0280, s2.acc: 95.7610, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0509, loss: 0.9538 +2025-06-27 21:58:53,881 - mmdet - INFO - Epoch [35][500/7330] lr: 1.000e-06, eta: 4:03:33, time: 0.994, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0224, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1291, s0.acc: 95.3560, s0.loss_bbox: 0.2003, s0.loss_mask: 0.2064, s1.loss_cls: 0.0572, s1.acc: 95.8408, s1.loss_bbox: 0.0934, s1.loss_mask: 0.1045, s2.loss_cls: 0.0279, s2.acc: 95.8070, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0497, loss: 0.9486 +2025-06-27 21:59:43,934 - mmdet - INFO - Epoch [35][550/7330] lr: 1.000e-06, eta: 4:02:41, time: 1.001, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1345, s0.acc: 95.0337, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2134, s1.loss_cls: 0.0603, s1.acc: 95.4809, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1070, s2.loss_cls: 0.0300, s2.acc: 95.3523, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0505, loss: 1.0037 +2025-06-27 22:00:36,338 - mmdet - INFO - Epoch [35][600/7330] lr: 1.000e-06, eta: 4:01:50, time: 1.048, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1300, s0.acc: 95.1770, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2067, s1.loss_cls: 0.0588, s1.acc: 95.5577, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1058, s2.loss_cls: 0.0287, s2.acc: 95.5907, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0507, loss: 0.9816 +2025-06-27 22:01:30,870 - mmdet - INFO - Epoch [35][650/7330] lr: 1.000e-06, eta: 4:00:58, time: 1.091, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1280, s0.acc: 95.2341, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2102, s1.loss_cls: 0.0579, s1.acc: 95.6416, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1065, s2.loss_cls: 0.0286, s2.acc: 95.6457, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0505, loss: 0.9755 +2025-06-27 22:02:29,063 - mmdet - INFO - Epoch [35][700/7330] lr: 1.000e-06, eta: 4:00:07, time: 1.164, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1354, s0.acc: 94.9834, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2128, s1.loss_cls: 0.0598, s1.acc: 95.4684, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1076, s2.loss_cls: 0.0291, s2.acc: 95.5471, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0509, loss: 0.9985 +2025-06-27 22:03:21,217 - mmdet - INFO - Epoch [35][750/7330] lr: 1.000e-06, eta: 3:59:16, time: 1.043, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1328, s0.acc: 95.0537, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2115, s1.loss_cls: 0.0602, s1.acc: 95.4396, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1067, s2.loss_cls: 0.0292, s2.acc: 95.4822, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0506, loss: 0.9953 +2025-06-27 22:04:13,859 - mmdet - INFO - Epoch [35][800/7330] lr: 1.000e-06, eta: 3:58:24, time: 1.053, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1390, s0.acc: 94.8711, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2151, s1.loss_cls: 0.0625, s1.acc: 95.2861, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1083, s2.loss_cls: 0.0308, s2.acc: 95.2765, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0511, loss: 1.0232 +2025-06-27 22:05:02,843 - mmdet - INFO - Epoch [35][850/7330] lr: 1.000e-06, eta: 3:57:32, time: 0.980, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1371, s0.acc: 95.0903, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2075, s1.loss_cls: 0.0627, s1.acc: 95.3726, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1049, s2.loss_cls: 0.0304, s2.acc: 95.4176, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9916 +2025-06-27 22:05:51,968 - mmdet - INFO - Epoch [35][900/7330] lr: 1.000e-06, eta: 3:56:40, time: 0.982, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1296, s0.acc: 95.2646, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2091, s1.loss_cls: 0.0580, s1.acc: 95.6312, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1069, s2.loss_cls: 0.0285, s2.acc: 95.6294, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0509, loss: 0.9807 +2025-06-27 22:06:40,691 - mmdet - INFO - Epoch [35][950/7330] lr: 1.000e-06, eta: 3:55:49, time: 0.975, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1326, s0.acc: 95.1367, s0.loss_bbox: 0.2092, s0.loss_mask: 0.2142, s1.loss_cls: 0.0592, s1.acc: 95.6318, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1090, s2.loss_cls: 0.0292, s2.acc: 95.6312, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0514, loss: 0.9869 +2025-06-27 22:07:32,540 - mmdet - INFO - Epoch [35][1000/7330] lr: 1.000e-06, eta: 3:54:57, time: 1.036, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1404, s0.acc: 94.8923, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2084, s1.loss_cls: 0.0636, s1.acc: 95.1924, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1057, s2.loss_cls: 0.0310, s2.acc: 95.2275, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0499, loss: 1.0093 +2025-06-27 22:08:23,835 - mmdet - INFO - Epoch [35][1050/7330] lr: 1.000e-06, eta: 3:54:06, time: 1.027, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1370, s0.acc: 94.9775, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2115, s1.loss_cls: 0.0618, s1.acc: 95.3446, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1063, s2.loss_cls: 0.0302, s2.acc: 95.3222, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0502, loss: 1.0062 +2025-06-27 22:09:22,836 - mmdet - INFO - Epoch [35][1100/7330] lr: 1.000e-06, eta: 3:53:14, time: 1.180, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1357, s0.acc: 95.0605, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2115, s1.loss_cls: 0.0615, s1.acc: 95.3887, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1075, s2.loss_cls: 0.0304, s2.acc: 95.3629, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0509, loss: 0.9937 +2025-06-27 22:10:11,379 - mmdet - INFO - Epoch [35][1150/7330] lr: 1.000e-06, eta: 3:52:23, time: 0.971, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1410, s0.acc: 94.7532, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2172, s1.loss_cls: 0.0636, s1.acc: 95.1658, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1088, s2.loss_cls: 0.0310, s2.acc: 95.1561, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0514, loss: 1.0297 +2025-06-27 22:11:05,525 - mmdet - INFO - Epoch [35][1200/7330] lr: 1.000e-06, eta: 3:51:31, time: 1.083, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1358, s0.acc: 94.9709, s0.loss_bbox: 0.2185, s0.loss_mask: 0.2150, s1.loss_cls: 0.0619, s1.acc: 95.3340, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1073, s2.loss_cls: 0.0304, s2.acc: 95.2732, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0506, loss: 1.0105 +2025-06-27 22:11:53,878 - mmdet - INFO - Epoch [35][1250/7330] lr: 1.000e-06, eta: 3:50:39, time: 0.967, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1293, s0.acc: 95.2419, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2093, s1.loss_cls: 0.0582, s1.acc: 95.7431, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1053, s2.loss_cls: 0.0281, s2.acc: 95.7415, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0497, loss: 0.9723 +2025-06-27 22:12:42,192 - mmdet - INFO - Epoch [35][1300/7330] lr: 1.000e-06, eta: 3:49:48, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1336, s0.acc: 95.0342, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2170, s1.loss_cls: 0.0597, s1.acc: 95.4787, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1093, s2.loss_cls: 0.0289, s2.acc: 95.5269, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0516, loss: 0.9973 +2025-06-27 22:13:30,248 - mmdet - INFO - Epoch [35][1350/7330] lr: 1.000e-06, eta: 3:48:56, time: 0.961, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1326, s0.acc: 95.1350, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2154, s1.loss_cls: 0.0591, s1.acc: 95.5346, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1075, s2.loss_cls: 0.0293, s2.acc: 95.5917, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0506, loss: 0.9887 +2025-06-27 22:14:18,487 - mmdet - INFO - Epoch [35][1400/7330] lr: 1.000e-06, eta: 3:48:04, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1309, s0.acc: 95.2432, s0.loss_bbox: 0.2089, s0.loss_mask: 0.2078, s1.loss_cls: 0.0575, s1.acc: 95.7477, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1056, s2.loss_cls: 0.0283, s2.acc: 95.7022, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9748 +2025-06-27 22:15:12,746 - mmdet - INFO - Epoch [35][1450/7330] lr: 1.000e-06, eta: 3:47:12, time: 1.086, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1382, s0.acc: 95.0103, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2111, s1.loss_cls: 0.0621, s1.acc: 95.3885, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1066, s2.loss_cls: 0.0300, s2.acc: 95.4545, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 0.9998 +2025-06-27 22:16:10,160 - mmdet - INFO - Epoch [35][1500/7330] lr: 1.000e-06, eta: 3:46:21, time: 1.148, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1355, s0.acc: 95.0371, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2079, s1.loss_cls: 0.0608, s1.acc: 95.4956, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1060, s2.loss_cls: 0.0300, s2.acc: 95.4767, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0502, loss: 0.9878 +2025-06-27 22:17:01,245 - mmdet - INFO - Epoch [35][1550/7330] lr: 1.000e-06, eta: 3:45:30, time: 1.021, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1390, s0.acc: 94.9468, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2125, s1.loss_cls: 0.0628, s1.acc: 95.2687, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1078, s2.loss_cls: 0.0303, s2.acc: 95.3031, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0140 +2025-06-27 22:17:54,823 - mmdet - INFO - Epoch [35][1600/7330] lr: 1.000e-06, eta: 3:44:38, time: 1.071, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1402, s0.acc: 94.9229, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2069, s1.loss_cls: 0.0632, s1.acc: 95.2489, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1039, s2.loss_cls: 0.0302, s2.acc: 95.4010, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0491, loss: 1.0001 +2025-06-27 22:18:43,866 - mmdet - INFO - Epoch [35][1650/7330] lr: 1.000e-06, eta: 3:43:46, time: 0.982, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1372, s0.acc: 94.8611, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2152, s1.loss_cls: 0.0614, s1.acc: 95.3081, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1086, s2.loss_cls: 0.0303, s2.acc: 95.2355, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0515, loss: 1.0130 +2025-06-27 22:19:31,873 - mmdet - INFO - Epoch [35][1700/7330] lr: 1.000e-06, eta: 3:42:55, time: 0.960, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1302, s0.acc: 95.2314, s0.loss_bbox: 0.2062, s0.loss_mask: 0.2118, s1.loss_cls: 0.0594, s1.acc: 95.5978, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1069, s2.loss_cls: 0.0290, s2.acc: 95.6246, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0510, loss: 0.9804 +2025-06-27 22:20:20,286 - mmdet - INFO - Epoch [35][1750/7330] lr: 1.000e-06, eta: 3:42:03, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1325, s0.acc: 95.1409, s0.loss_bbox: 0.2095, s0.loss_mask: 0.2113, s1.loss_cls: 0.0589, s1.acc: 95.6522, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1075, s2.loss_cls: 0.0287, s2.acc: 95.6895, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0508, loss: 0.9870 +2025-06-27 22:21:08,922 - mmdet - INFO - Epoch [35][1800/7330] lr: 1.000e-06, eta: 3:41:11, time: 0.973, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1344, s0.acc: 95.0742, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2087, s1.loss_cls: 0.0604, s1.acc: 95.4898, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1066, s2.loss_cls: 0.0294, s2.acc: 95.5614, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0506, loss: 0.9938 +2025-06-27 22:21:59,909 - mmdet - INFO - Epoch [35][1850/7330] lr: 1.000e-06, eta: 3:40:19, time: 1.020, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1379, s0.acc: 94.9570, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2100, s1.loss_cls: 0.0617, s1.acc: 95.4126, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1049, s2.loss_cls: 0.0301, s2.acc: 95.3910, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0497, loss: 0.9971 +2025-06-27 22:22:56,091 - mmdet - INFO - Epoch [35][1900/7330] lr: 1.000e-06, eta: 3:39:28, time: 1.124, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1383, s0.acc: 94.9109, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2102, s1.loss_cls: 0.0631, s1.acc: 95.2624, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1069, s2.loss_cls: 0.0310, s2.acc: 95.2192, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0106 +2025-06-27 22:23:50,236 - mmdet - INFO - Epoch [35][1950/7330] lr: 1.000e-06, eta: 3:38:37, time: 1.083, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1387, s0.acc: 94.9204, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2148, s1.loss_cls: 0.0621, s1.acc: 95.3497, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1079, s2.loss_cls: 0.0303, s2.acc: 95.3220, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0513, loss: 1.0198 +2025-06-27 22:24:41,379 - mmdet - INFO - Epoch [35][2000/7330] lr: 1.000e-06, eta: 3:37:45, time: 1.023, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1336, s0.acc: 95.0669, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2164, s1.loss_cls: 0.0601, s1.acc: 95.5041, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1077, s2.loss_cls: 0.0294, s2.acc: 95.4820, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0510, loss: 0.9996 +2025-06-27 22:25:32,858 - mmdet - INFO - Epoch [35][2050/7330] lr: 1.000e-06, eta: 3:36:53, time: 1.030, data_time: 0.036, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1363, s0.acc: 94.9883, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2100, s1.loss_cls: 0.0609, s1.acc: 95.3926, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1060, s2.loss_cls: 0.0299, s2.acc: 95.4092, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0502, loss: 0.9979 +2025-06-27 22:26:22,087 - mmdet - INFO - Epoch [35][2100/7330] lr: 1.000e-06, eta: 3:36:02, time: 0.984, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1355, s0.acc: 95.0303, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2133, s1.loss_cls: 0.0614, s1.acc: 95.3730, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1079, s2.loss_cls: 0.0301, s2.acc: 95.2874, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0510, loss: 1.0041 +2025-06-27 22:27:10,790 - mmdet - INFO - Epoch [35][2150/7330] lr: 1.000e-06, eta: 3:35:10, time: 0.974, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1337, s0.acc: 95.1323, s0.loss_bbox: 0.2088, s0.loss_mask: 0.2095, s1.loss_cls: 0.0605, s1.acc: 95.5335, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1056, s2.loss_cls: 0.0295, s2.acc: 95.5877, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0500, loss: 0.9824 +2025-06-27 22:27:58,551 - mmdet - INFO - Epoch [35][2200/7330] lr: 1.000e-06, eta: 3:34:18, time: 0.955, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1322, s0.acc: 95.1064, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2112, s1.loss_cls: 0.0591, s1.acc: 95.5042, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1064, s2.loss_cls: 0.0286, s2.acc: 95.6329, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0506, loss: 0.9830 +2025-06-27 22:28:49,817 - mmdet - INFO - Epoch [35][2250/7330] lr: 1.000e-06, eta: 3:33:26, time: 1.025, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1397, s0.acc: 94.8655, s0.loss_bbox: 0.2234, s0.loss_mask: 0.2140, s1.loss_cls: 0.0628, s1.acc: 95.2830, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1073, s2.loss_cls: 0.0311, s2.acc: 95.2234, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0506, loss: 1.0264 +2025-06-27 22:29:41,674 - mmdet - INFO - Epoch [35][2300/7330] lr: 1.000e-06, eta: 3:32:35, time: 1.037, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1409, s0.acc: 94.8896, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2132, s1.loss_cls: 0.0633, s1.acc: 95.3596, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1072, s2.loss_cls: 0.0307, s2.acc: 95.3187, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0504, loss: 1.0212 +2025-06-27 22:30:41,592 - mmdet - INFO - Epoch [35][2350/7330] lr: 1.000e-06, eta: 3:31:44, time: 1.198, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1394, s0.acc: 94.8743, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2143, s1.loss_cls: 0.0631, s1.acc: 95.2925, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1083, s2.loss_cls: 0.0307, s2.acc: 95.4432, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0221 +2025-06-27 22:31:29,929 - mmdet - INFO - Epoch [35][2400/7330] lr: 1.000e-06, eta: 3:30:52, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1349, s0.acc: 95.0271, s0.loss_bbox: 0.2102, s0.loss_mask: 0.2126, s1.loss_cls: 0.0609, s1.acc: 95.4181, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1066, s2.loss_cls: 0.0294, s2.acc: 95.5452, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0506, loss: 0.9924 +2025-06-27 22:32:23,544 - mmdet - INFO - Epoch [35][2450/7330] lr: 1.000e-06, eta: 3:30:00, time: 1.072, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0243, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1368, s0.acc: 95.0352, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2156, s1.loss_cls: 0.0597, s1.acc: 95.5289, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1083, s2.loss_cls: 0.0294, s2.acc: 95.4570, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0513, loss: 1.0093 +2025-06-27 22:33:12,603 - mmdet - INFO - Epoch [35][2500/7330] lr: 1.000e-06, eta: 3:29:09, time: 0.981, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0297, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1383, s0.acc: 94.8970, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2127, s1.loss_cls: 0.0620, s1.acc: 95.3126, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1070, s2.loss_cls: 0.0307, s2.acc: 95.2014, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0506, loss: 1.0209 +2025-06-27 22:34:01,272 - mmdet - INFO - Epoch [35][2550/7330] lr: 1.000e-06, eta: 3:28:17, time: 0.973, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1357, s0.acc: 95.0552, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2150, s1.loss_cls: 0.0600, s1.acc: 95.5274, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1072, s2.loss_cls: 0.0293, s2.acc: 95.4911, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0507, loss: 1.0101 +2025-06-27 22:34:49,841 - mmdet - INFO - Epoch [35][2600/7330] lr: 1.000e-06, eta: 3:27:25, time: 0.971, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1318, s0.acc: 95.1372, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2177, s1.loss_cls: 0.0589, s1.acc: 95.6118, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1094, s2.loss_cls: 0.0291, s2.acc: 95.6418, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0519, loss: 0.9994 +2025-06-27 22:35:38,991 - mmdet - INFO - Epoch [35][2650/7330] lr: 1.000e-06, eta: 3:26:33, time: 0.983, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1369, s0.acc: 95.0117, s0.loss_bbox: 0.2105, s0.loss_mask: 0.2070, s1.loss_cls: 0.0618, s1.acc: 95.4907, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1051, s2.loss_cls: 0.0299, s2.acc: 95.5431, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9875 +2025-06-27 22:36:32,167 - mmdet - INFO - Epoch [35][2700/7330] lr: 1.000e-06, eta: 3:25:42, time: 1.064, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1319, s0.acc: 95.2046, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2082, s1.loss_cls: 0.0583, s1.acc: 95.6816, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1060, s2.loss_cls: 0.0285, s2.acc: 95.7358, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 0.9839 +2025-06-27 22:37:28,636 - mmdet - INFO - Epoch [35][2750/7330] lr: 1.000e-06, eta: 3:24:51, time: 1.129, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1314, s0.acc: 95.2200, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2105, s1.loss_cls: 0.0585, s1.acc: 95.6557, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1071, s2.loss_cls: 0.0285, s2.acc: 95.7467, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0506, loss: 0.9864 +2025-06-27 22:38:19,239 - mmdet - INFO - Epoch [35][2800/7330] lr: 1.000e-06, eta: 3:23:59, time: 1.012, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1349, s0.acc: 94.9751, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2177, s1.loss_cls: 0.0606, s1.acc: 95.4092, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1095, s2.loss_cls: 0.0290, s2.acc: 95.4544, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0515, loss: 1.0060 +2025-06-27 22:39:14,901 - mmdet - INFO - Epoch [35][2850/7330] lr: 1.000e-06, eta: 3:23:08, time: 1.113, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1369, s0.acc: 95.0022, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2104, s1.loss_cls: 0.0614, s1.acc: 95.4605, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1054, s2.loss_cls: 0.0300, s2.acc: 95.4410, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0497, loss: 0.9983 +2025-06-27 22:40:03,625 - mmdet - INFO - Epoch [35][2900/7330] lr: 1.000e-06, eta: 3:22:16, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1398, s0.acc: 94.9250, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2131, s1.loss_cls: 0.0627, s1.acc: 95.4173, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1080, s2.loss_cls: 0.0308, s2.acc: 95.3574, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0509, loss: 1.0140 +2025-06-27 22:40:52,234 - mmdet - INFO - Epoch [35][2950/7330] lr: 1.000e-06, eta: 3:21:24, time: 0.973, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1351, s0.acc: 95.0996, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2086, s1.loss_cls: 0.0609, s1.acc: 95.5282, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1045, s2.loss_cls: 0.0299, s2.acc: 95.5296, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0496, loss: 0.9903 +2025-06-27 22:41:41,079 - mmdet - INFO - Epoch [35][3000/7330] lr: 1.000e-06, eta: 3:20:32, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1376, s0.acc: 95.0347, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2175, s1.loss_cls: 0.0614, s1.acc: 95.4604, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1095, s2.loss_cls: 0.0305, s2.acc: 95.4297, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0525, loss: 1.0258 +2025-06-27 22:42:29,318 - mmdet - INFO - Epoch [35][3050/7330] lr: 1.000e-06, eta: 3:19:41, time: 0.965, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1342, s0.acc: 95.0369, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2148, s1.loss_cls: 0.0610, s1.acc: 95.4286, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1076, s2.loss_cls: 0.0295, s2.acc: 95.4575, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0035 +2025-06-27 22:43:20,262 - mmdet - INFO - Epoch [35][3100/7330] lr: 1.000e-06, eta: 3:18:49, time: 1.019, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1386, s0.acc: 94.8420, s0.loss_bbox: 0.2156, s0.loss_mask: 0.2130, s1.loss_cls: 0.0624, s1.acc: 95.3126, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1071, s2.loss_cls: 0.0304, s2.acc: 95.3270, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0503, loss: 1.0080 +2025-06-27 22:44:16,259 - mmdet - INFO - Epoch [35][3150/7330] lr: 1.000e-06, eta: 3:17:58, time: 1.120, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1371, s0.acc: 94.9761, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2127, s1.loss_cls: 0.0608, s1.acc: 95.4890, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1069, s2.loss_cls: 0.0296, s2.acc: 95.5148, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0138 +2025-06-27 22:45:09,333 - mmdet - INFO - Epoch [35][3200/7330] lr: 1.000e-06, eta: 3:17:06, time: 1.061, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1381, s0.acc: 94.9065, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2092, s1.loss_cls: 0.0625, s1.acc: 95.3096, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1055, s2.loss_cls: 0.0302, s2.acc: 95.3566, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0498, loss: 1.0004 +2025-06-27 22:46:02,046 - mmdet - INFO - Epoch [35][3250/7330] lr: 1.000e-06, eta: 3:16:14, time: 1.054, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1323, s0.acc: 95.1208, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2126, s1.loss_cls: 0.0593, s1.acc: 95.5488, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1073, s2.loss_cls: 0.0289, s2.acc: 95.5458, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0509, loss: 0.9968 +2025-06-27 22:46:53,467 - mmdet - INFO - Epoch [35][3300/7330] lr: 1.000e-06, eta: 3:15:23, time: 1.028, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1357, s0.acc: 95.0505, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2153, s1.loss_cls: 0.0612, s1.acc: 95.4197, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1085, s2.loss_cls: 0.0301, s2.acc: 95.4813, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0513, loss: 1.0108 +2025-06-27 22:47:41,892 - mmdet - INFO - Epoch [35][3350/7330] lr: 1.000e-06, eta: 3:14:31, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1306, s0.acc: 95.2007, s0.loss_bbox: 0.2081, s0.loss_mask: 0.2134, s1.loss_cls: 0.0593, s1.acc: 95.5518, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1077, s2.loss_cls: 0.0292, s2.acc: 95.5787, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0507, loss: 0.9823 +2025-06-27 22:48:30,602 - mmdet - INFO - Epoch [35][3400/7330] lr: 1.000e-06, eta: 3:13:39, time: 0.975, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1380, s0.acc: 94.9546, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2117, s1.loss_cls: 0.0620, s1.acc: 95.3627, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1066, s2.loss_cls: 0.0306, s2.acc: 95.3294, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0504, loss: 1.0089 +2025-06-27 22:49:18,965 - mmdet - INFO - Epoch [35][3450/7330] lr: 1.000e-06, eta: 3:12:48, time: 0.967, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1349, s0.acc: 95.1121, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2095, s1.loss_cls: 0.0601, s1.acc: 95.6281, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1063, s2.loss_cls: 0.0292, s2.acc: 95.5349, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9861 +2025-06-27 22:50:09,488 - mmdet - INFO - Epoch [35][3500/7330] lr: 1.000e-06, eta: 3:11:56, time: 1.010, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1300, s0.acc: 95.3311, s0.loss_bbox: 0.2012, s0.loss_mask: 0.2090, s1.loss_cls: 0.0581, s1.acc: 95.7572, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1048, s2.loss_cls: 0.0283, s2.acc: 95.7696, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0495, loss: 0.9605 +2025-06-27 22:51:01,027 - mmdet - INFO - Epoch [35][3550/7330] lr: 1.000e-06, eta: 3:11:04, time: 1.031, data_time: 0.035, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1374, s0.acc: 94.9343, s0.loss_bbox: 0.2158, s0.loss_mask: 0.2165, s1.loss_cls: 0.0621, s1.acc: 95.3508, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1082, s2.loss_cls: 0.0302, s2.acc: 95.3571, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0508, loss: 1.0136 +2025-06-27 22:51:59,327 - mmdet - INFO - Epoch [35][3600/7330] lr: 1.000e-06, eta: 3:10:13, time: 1.167, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1317, s0.acc: 95.1743, s0.loss_bbox: 0.2124, s0.loss_mask: 0.2082, s1.loss_cls: 0.0595, s1.acc: 95.5287, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1050, s2.loss_cls: 0.0287, s2.acc: 95.6038, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9821 +2025-06-27 22:52:48,247 - mmdet - INFO - Epoch [35][3650/7330] lr: 1.000e-06, eta: 3:09:21, time: 0.978, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1304, s0.acc: 95.2126, s0.loss_bbox: 0.2149, s0.loss_mask: 0.2154, s1.loss_cls: 0.0582, s1.acc: 95.6831, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1094, s2.loss_cls: 0.0285, s2.acc: 95.6417, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0520, loss: 0.9991 +2025-06-27 22:53:42,590 - mmdet - INFO - Epoch [35][3700/7330] lr: 1.000e-06, eta: 3:08:30, time: 1.087, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1364, s0.acc: 94.9517, s0.loss_bbox: 0.2193, s0.loss_mask: 0.2145, s1.loss_cls: 0.0616, s1.acc: 95.4113, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1082, s2.loss_cls: 0.0298, s2.acc: 95.4249, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0510, loss: 1.0128 +2025-06-27 22:54:32,319 - mmdet - INFO - Epoch [35][3750/7330] lr: 1.000e-06, eta: 3:07:38, time: 0.995, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0299, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1448, s0.acc: 94.6619, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2126, s1.loss_cls: 0.0655, s1.acc: 95.1169, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1073, s2.loss_cls: 0.0325, s2.acc: 95.0166, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0508, loss: 1.0469 +2025-06-27 22:55:20,816 - mmdet - INFO - Epoch [35][3800/7330] lr: 1.000e-06, eta: 3:06:47, time: 0.970, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1371, s0.acc: 94.9788, s0.loss_bbox: 0.2199, s0.loss_mask: 0.2121, s1.loss_cls: 0.0614, s1.acc: 95.4860, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1062, s2.loss_cls: 0.0301, s2.acc: 95.4335, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0501, loss: 1.0089 +2025-06-27 22:56:09,540 - mmdet - INFO - Epoch [35][3850/7330] lr: 1.000e-06, eta: 3:05:55, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1344, s0.acc: 95.1619, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2151, s1.loss_cls: 0.0604, s1.acc: 95.5810, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1082, s2.loss_cls: 0.0293, s2.acc: 95.5653, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0512, loss: 0.9977 +2025-06-27 22:56:58,319 - mmdet - INFO - Epoch [35][3900/7330] lr: 1.000e-06, eta: 3:05:03, time: 0.976, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1367, s0.acc: 95.0088, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2106, s1.loss_cls: 0.0616, s1.acc: 95.3735, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1066, s2.loss_cls: 0.0298, s2.acc: 95.5177, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 1.0013 +2025-06-27 22:57:51,571 - mmdet - INFO - Epoch [35][3950/7330] lr: 1.000e-06, eta: 3:04:12, time: 1.065, data_time: 0.023, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1362, s0.acc: 95.0732, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2123, s1.loss_cls: 0.0612, s1.acc: 95.4845, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1072, s2.loss_cls: 0.0298, s2.acc: 95.4477, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0513, loss: 0.9953 +2025-06-27 22:58:48,569 - mmdet - INFO - Epoch [35][4000/7330] lr: 1.000e-06, eta: 3:03:20, time: 1.140, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1387, s0.acc: 94.9626, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2159, s1.loss_cls: 0.0617, s1.acc: 95.3992, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1091, s2.loss_cls: 0.0301, s2.acc: 95.4247, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0179 +2025-06-27 22:59:39,306 - mmdet - INFO - Epoch [35][4050/7330] lr: 1.000e-06, eta: 3:02:29, time: 1.015, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1361, s0.acc: 95.0381, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2122, s1.loss_cls: 0.0620, s1.acc: 95.3300, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1063, s2.loss_cls: 0.0300, s2.acc: 95.3362, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0502, loss: 0.9960 +2025-06-27 23:00:32,796 - mmdet - INFO - Epoch [35][4100/7330] lr: 1.000e-06, eta: 3:01:37, time: 1.070, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1345, s0.acc: 95.1050, s0.loss_bbox: 0.2147, s0.loss_mask: 0.2121, s1.loss_cls: 0.0606, s1.acc: 95.4677, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1063, s2.loss_cls: 0.0298, s2.acc: 95.5181, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0502, loss: 0.9957 +2025-06-27 23:01:21,243 - mmdet - INFO - Epoch [35][4150/7330] lr: 1.000e-06, eta: 3:00:45, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1316, s0.acc: 95.1921, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2089, s1.loss_cls: 0.0596, s1.acc: 95.5220, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1056, s2.loss_cls: 0.0290, s2.acc: 95.5278, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0498, loss: 0.9741 +2025-06-27 23:02:09,865 - mmdet - INFO - Epoch [35][4200/7330] lr: 1.000e-06, eta: 2:59:54, time: 0.972, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1336, s0.acc: 95.0757, s0.loss_bbox: 0.2107, s0.loss_mask: 0.2071, s1.loss_cls: 0.0608, s1.acc: 95.4454, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1051, s2.loss_cls: 0.0299, s2.acc: 95.4339, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0498, loss: 0.9852 +2025-06-27 23:02:58,711 - mmdet - INFO - Epoch [35][4250/7330] lr: 1.000e-06, eta: 2:59:02, time: 0.977, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1339, s0.acc: 95.0598, s0.loss_bbox: 0.2163, s0.loss_mask: 0.2111, s1.loss_cls: 0.0605, s1.acc: 95.5015, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1066, s2.loss_cls: 0.0295, s2.acc: 95.5079, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0506, loss: 0.9942 +2025-06-27 23:03:47,213 - mmdet - INFO - Epoch [35][4300/7330] lr: 1.000e-06, eta: 2:58:10, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1342, s0.acc: 95.0627, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2081, s1.loss_cls: 0.0606, s1.acc: 95.4963, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1053, s2.loss_cls: 0.0291, s2.acc: 95.5952, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0497, loss: 0.9829 +2025-06-27 23:04:37,856 - mmdet - INFO - Epoch [35][4350/7330] lr: 1.000e-06, eta: 2:57:18, time: 1.012, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1358, s0.acc: 95.0105, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2118, s1.loss_cls: 0.0620, s1.acc: 95.3563, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1067, s2.loss_cls: 0.0303, s2.acc: 95.3239, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0505, loss: 1.0053 +2025-06-27 23:05:33,730 - mmdet - INFO - Epoch [35][4400/7330] lr: 1.000e-06, eta: 2:56:27, time: 1.118, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1334, s0.acc: 95.1118, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2139, s1.loss_cls: 0.0593, s1.acc: 95.5898, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1079, s2.loss_cls: 0.0293, s2.acc: 95.4921, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0510, loss: 0.9977 +2025-06-27 23:06:26,713 - mmdet - INFO - Epoch [35][4450/7330] lr: 1.000e-06, eta: 2:55:36, time: 1.060, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1298, s0.acc: 95.2329, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2090, s1.loss_cls: 0.0588, s1.acc: 95.5534, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1065, s2.loss_cls: 0.0286, s2.acc: 95.6228, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0503, loss: 0.9700 +2025-06-27 23:07:20,907 - mmdet - INFO - Epoch [35][4500/7330] lr: 1.000e-06, eta: 2:54:44, time: 1.084, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1437, s0.acc: 94.7778, s0.loss_bbox: 0.2195, s0.loss_mask: 0.2119, s1.loss_cls: 0.0640, s1.acc: 95.2000, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1064, s2.loss_cls: 0.0315, s2.acc: 95.1602, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 1.0213 +2025-06-27 23:08:09,894 - mmdet - INFO - Epoch [35][4550/7330] lr: 1.000e-06, eta: 2:53:52, time: 0.979, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1423, s0.acc: 94.7512, s0.loss_bbox: 0.2242, s0.loss_mask: 0.2182, s1.loss_cls: 0.0640, s1.acc: 95.2113, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1099, s2.loss_cls: 0.0312, s2.acc: 95.2955, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0520, loss: 1.0376 +2025-06-27 23:08:58,803 - mmdet - INFO - Epoch [35][4600/7330] lr: 1.000e-06, eta: 2:53:01, time: 0.979, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1389, s0.acc: 94.8135, s0.loss_bbox: 0.2183, s0.loss_mask: 0.2107, s1.loss_cls: 0.0621, s1.acc: 95.3261, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1067, s2.loss_cls: 0.0306, s2.acc: 95.2932, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0509, loss: 1.0126 +2025-06-27 23:09:47,527 - mmdet - INFO - Epoch [35][4650/7330] lr: 1.000e-06, eta: 2:52:09, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1355, s0.acc: 95.0342, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2157, s1.loss_cls: 0.0605, s1.acc: 95.4930, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1094, s2.loss_cls: 0.0299, s2.acc: 95.5073, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0514, loss: 1.0078 +2025-06-27 23:10:35,991 - mmdet - INFO - Epoch [35][4700/7330] lr: 1.000e-06, eta: 2:51:17, time: 0.969, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1338, s0.acc: 95.1096, s0.loss_bbox: 0.2060, s0.loss_mask: 0.2093, s1.loss_cls: 0.0603, s1.acc: 95.4225, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1062, s2.loss_cls: 0.0294, s2.acc: 95.4678, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0503, loss: 0.9811 +2025-06-27 23:11:26,615 - mmdet - INFO - Epoch [35][4750/7330] lr: 1.000e-06, eta: 2:50:26, time: 1.013, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1311, s0.acc: 95.1685, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2124, s1.loss_cls: 0.0593, s1.acc: 95.5877, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1070, s2.loss_cls: 0.0288, s2.acc: 95.6056, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0505, loss: 0.9797 +2025-06-27 23:12:17,477 - mmdet - INFO - Epoch [35][4800/7330] lr: 1.000e-06, eta: 2:49:34, time: 1.017, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1318, s0.acc: 95.1626, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2088, s1.loss_cls: 0.0595, s1.acc: 95.5335, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1059, s2.loss_cls: 0.0288, s2.acc: 95.5800, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0503, loss: 0.9815 +2025-06-27 23:13:15,336 - mmdet - INFO - Epoch [35][4850/7330] lr: 1.000e-06, eta: 2:48:43, time: 1.157, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1355, s0.acc: 95.0200, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2151, s1.loss_cls: 0.0612, s1.acc: 95.3956, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1081, s2.loss_cls: 0.0299, s2.acc: 95.3907, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0510, loss: 1.0006 +2025-06-27 23:14:04,584 - mmdet - INFO - Epoch [35][4900/7330] lr: 1.000e-06, eta: 2:47:51, time: 0.985, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1374, s0.acc: 94.9631, s0.loss_bbox: 0.2169, s0.loss_mask: 0.2138, s1.loss_cls: 0.0618, s1.acc: 95.3661, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1080, s2.loss_cls: 0.0301, s2.acc: 95.3978, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0510, loss: 1.0080 +2025-06-27 23:14:58,251 - mmdet - INFO - Epoch [35][4950/7330] lr: 1.000e-06, eta: 2:46:59, time: 1.073, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1353, s0.acc: 95.0503, s0.loss_bbox: 0.2179, s0.loss_mask: 0.2127, s1.loss_cls: 0.0619, s1.acc: 95.3570, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1081, s2.loss_cls: 0.0301, s2.acc: 95.2943, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 1.0069 +2025-06-27 23:15:46,434 - mmdet - INFO - Epoch [35][5000/7330] lr: 1.000e-06, eta: 2:46:08, time: 0.964, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0184, s0.loss_cls: 0.1247, s0.acc: 95.3896, s0.loss_bbox: 0.2031, s0.loss_mask: 0.2049, s1.loss_cls: 0.0567, s1.acc: 95.7463, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1047, s2.loss_cls: 0.0275, s2.acc: 95.7555, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0496, loss: 0.9486 +2025-06-27 23:16:35,257 - mmdet - INFO - Epoch [35][5050/7330] lr: 1.000e-06, eta: 2:45:16, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1384, s0.acc: 94.9131, s0.loss_bbox: 0.2172, s0.loss_mask: 0.2199, s1.loss_cls: 0.0626, s1.acc: 95.3257, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1107, s2.loss_cls: 0.0304, s2.acc: 95.3356, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0523, loss: 1.0235 +2025-06-27 23:17:23,613 - mmdet - INFO - Epoch [35][5100/7330] lr: 1.000e-06, eta: 2:44:24, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1359, s0.acc: 95.0859, s0.loss_bbox: 0.2127, s0.loss_mask: 0.2116, s1.loss_cls: 0.0601, s1.acc: 95.5401, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1072, s2.loss_cls: 0.0295, s2.acc: 95.4774, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0505, loss: 0.9933 +2025-06-27 23:18:11,925 - mmdet - INFO - Epoch [35][5150/7330] lr: 1.000e-06, eta: 2:43:33, time: 0.966, data_time: 0.024, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1350, s0.acc: 95.0034, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2119, s1.loss_cls: 0.0603, s1.acc: 95.4848, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1079, s2.loss_cls: 0.0294, s2.acc: 95.5604, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0510, loss: 0.9949 +2025-06-27 23:19:05,372 - mmdet - INFO - Epoch [35][5200/7330] lr: 1.000e-06, eta: 2:42:41, time: 1.069, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1380, s0.acc: 94.8552, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2138, s1.loss_cls: 0.0619, s1.acc: 95.2658, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1074, s2.loss_cls: 0.0300, s2.acc: 95.3714, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0505, loss: 1.0150 +2025-06-27 23:20:01,381 - mmdet - INFO - Epoch [35][5250/7330] lr: 1.000e-06, eta: 2:41:50, time: 1.120, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0273, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1371, s0.acc: 94.9944, s0.loss_bbox: 0.2174, s0.loss_mask: 0.2141, s1.loss_cls: 0.0614, s1.acc: 95.4348, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1077, s2.loss_cls: 0.0298, s2.acc: 95.4924, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0509, loss: 1.0098 +2025-06-27 23:20:55,307 - mmdet - INFO - Epoch [35][5300/7330] lr: 1.000e-06, eta: 2:40:58, time: 1.078, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0285, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1389, s0.acc: 94.9822, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2174, s1.loss_cls: 0.0622, s1.acc: 95.3386, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1095, s2.loss_cls: 0.0306, s2.acc: 95.3720, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0522, loss: 1.0260 +2025-06-27 23:21:49,328 - mmdet - INFO - Epoch [35][5350/7330] lr: 1.000e-06, eta: 2:40:07, time: 1.080, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1415, s0.acc: 94.7808, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2150, s1.loss_cls: 0.0646, s1.acc: 95.1023, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1086, s2.loss_cls: 0.0312, s2.acc: 95.2131, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0516, loss: 1.0306 +2025-06-27 23:22:39,042 - mmdet - INFO - Epoch [35][5400/7330] lr: 1.000e-06, eta: 2:39:15, time: 0.995, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1299, s0.acc: 95.1985, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2084, s1.loss_cls: 0.0583, s1.acc: 95.6322, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1049, s2.loss_cls: 0.0283, s2.acc: 95.6383, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0500, loss: 0.9756 +2025-06-27 23:23:27,545 - mmdet - INFO - Epoch [35][5450/7330] lr: 1.000e-06, eta: 2:38:23, time: 0.970, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1320, s0.acc: 95.1340, s0.loss_bbox: 0.2138, s0.loss_mask: 0.2161, s1.loss_cls: 0.0589, s1.acc: 95.5669, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1078, s2.loss_cls: 0.0289, s2.acc: 95.6005, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0506, loss: 0.9941 +2025-06-27 23:24:15,940 - mmdet - INFO - Epoch [35][5500/7330] lr: 1.000e-06, eta: 2:37:31, time: 0.968, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1404, s0.acc: 94.7688, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2155, s1.loss_cls: 0.0632, s1.acc: 95.2576, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1075, s2.loss_cls: 0.0307, s2.acc: 95.2773, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0173 +2025-06-27 23:25:04,255 - mmdet - INFO - Epoch [35][5550/7330] lr: 1.000e-06, eta: 2:36:40, time: 0.966, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0244, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1286, s0.acc: 95.2014, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2092, s1.loss_cls: 0.0591, s1.acc: 95.4983, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1064, s2.loss_cls: 0.0288, s2.acc: 95.5244, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0505, loss: 0.9667 +2025-06-27 23:25:54,835 - mmdet - INFO - Epoch [35][5600/7330] lr: 1.000e-06, eta: 2:35:48, time: 1.012, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1337, s0.acc: 95.1055, s0.loss_bbox: 0.2103, s0.loss_mask: 0.2130, s1.loss_cls: 0.0598, s1.acc: 95.5068, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1080, s2.loss_cls: 0.0293, s2.acc: 95.5321, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0510, loss: 0.9929 +2025-06-27 23:26:50,659 - mmdet - INFO - Epoch [35][5650/7330] lr: 1.000e-06, eta: 2:34:57, time: 1.116, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1277, s0.acc: 95.2375, s0.loss_bbox: 0.2155, s0.loss_mask: 0.2094, s1.loss_cls: 0.0568, s1.acc: 95.7763, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1056, s2.loss_cls: 0.0280, s2.acc: 95.7048, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0499, loss: 0.9796 +2025-06-27 23:27:45,560 - mmdet - INFO - Epoch [35][5700/7330] lr: 1.000e-06, eta: 2:34:05, time: 1.098, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0303, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1396, s0.acc: 94.8667, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2163, s1.loss_cls: 0.0628, s1.acc: 95.2942, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1078, s2.loss_cls: 0.0310, s2.acc: 95.2014, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0510, loss: 1.0333 +2025-06-27 23:28:38,460 - mmdet - INFO - Epoch [35][5750/7330] lr: 1.000e-06, eta: 2:33:14, time: 1.058, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1299, s0.acc: 95.2354, s0.loss_bbox: 0.2044, s0.loss_mask: 0.2142, s1.loss_cls: 0.0586, s1.acc: 95.6459, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1072, s2.loss_cls: 0.0285, s2.acc: 95.5563, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0507, loss: 0.9756 +2025-06-27 23:29:27,120 - mmdet - INFO - Epoch [35][5800/7330] lr: 1.000e-06, eta: 2:32:22, time: 0.973, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1330, s0.acc: 95.0764, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2136, s1.loss_cls: 0.0596, s1.acc: 95.5225, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1073, s2.loss_cls: 0.0291, s2.acc: 95.4903, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0509, loss: 0.9905 +2025-06-27 23:30:15,914 - mmdet - INFO - Epoch [35][5850/7330] lr: 1.000e-06, eta: 2:31:30, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1381, s0.acc: 94.9199, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2114, s1.loss_cls: 0.0626, s1.acc: 95.2808, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1075, s2.loss_cls: 0.0306, s2.acc: 95.2651, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0509, loss: 1.0162 +2025-06-27 23:31:04,775 - mmdet - INFO - Epoch [35][5900/7330] lr: 1.000e-06, eta: 2:30:39, time: 0.977, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1372, s0.acc: 94.8994, s0.loss_bbox: 0.2218, s0.loss_mask: 0.2095, s1.loss_cls: 0.0622, s1.acc: 95.2557, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1057, s2.loss_cls: 0.0306, s2.acc: 95.2517, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0500, loss: 1.0121 +2025-06-27 23:31:52,788 - mmdet - INFO - Epoch [35][5950/7330] lr: 1.000e-06, eta: 2:29:47, time: 0.960, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0187, s0.loss_cls: 0.1202, s0.acc: 95.5801, s0.loss_bbox: 0.1949, s0.loss_mask: 0.2039, s1.loss_cls: 0.0538, s1.acc: 96.0569, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1046, s2.loss_cls: 0.0261, s2.acc: 96.0501, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0495, loss: 0.9251 +2025-06-27 23:32:43,488 - mmdet - INFO - Epoch [35][6000/7330] lr: 1.000e-06, eta: 2:28:55, time: 1.014, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1358, s0.acc: 95.0730, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2101, s1.loss_cls: 0.0601, s1.acc: 95.5793, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1062, s2.loss_cls: 0.0291, s2.acc: 95.5678, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0501, loss: 0.9909 +2025-06-27 23:33:37,144 - mmdet - INFO - Epoch [35][6050/7330] lr: 1.000e-06, eta: 2:28:04, time: 1.073, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1385, s0.acc: 94.9443, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2076, s1.loss_cls: 0.0615, s1.acc: 95.3913, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1052, s2.loss_cls: 0.0301, s2.acc: 95.4340, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0497, loss: 0.9941 +2025-06-27 23:34:37,671 - mmdet - INFO - Epoch [35][6100/7330] lr: 1.000e-06, eta: 2:27:12, time: 1.211, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1383, s0.acc: 94.9548, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2044, s1.loss_cls: 0.0616, s1.acc: 95.4791, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1046, s2.loss_cls: 0.0302, s2.acc: 95.4833, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0497, loss: 1.0054 +2025-06-27 23:35:26,526 - mmdet - INFO - Epoch [35][6150/7330] lr: 1.000e-06, eta: 2:26:21, time: 0.977, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1365, s0.acc: 95.0513, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2111, s1.loss_cls: 0.0607, s1.acc: 95.5240, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1061, s2.loss_cls: 0.0300, s2.acc: 95.5198, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0503, loss: 0.9978 +2025-06-27 23:36:20,059 - mmdet - INFO - Epoch [35][6200/7330] lr: 1.000e-06, eta: 2:25:29, time: 1.071, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1368, s0.acc: 94.8955, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2170, s1.loss_cls: 0.0615, s1.acc: 95.3118, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1090, s2.loss_cls: 0.0297, s2.acc: 95.3409, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0511, loss: 1.0288 +2025-06-27 23:37:09,090 - mmdet - INFO - Epoch [35][6250/7330] lr: 1.000e-06, eta: 2:24:38, time: 0.981, data_time: 0.040, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1360, s0.acc: 94.9578, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2149, s1.loss_cls: 0.0615, s1.acc: 95.3106, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1088, s2.loss_cls: 0.0305, s2.acc: 95.2466, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0514, loss: 1.0158 +2025-06-27 23:37:57,559 - mmdet - INFO - Epoch [35][6300/7330] lr: 1.000e-06, eta: 2:23:46, time: 0.969, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1440, s0.acc: 94.6836, s0.loss_bbox: 0.2252, s0.loss_mask: 0.2137, s1.loss_cls: 0.0651, s1.acc: 95.0705, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1073, s2.loss_cls: 0.0315, s2.acc: 95.1972, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0507, loss: 1.0347 +2025-06-27 23:38:46,244 - mmdet - INFO - Epoch [35][6350/7330] lr: 1.000e-06, eta: 2:22:54, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1364, s0.acc: 94.9680, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2081, s1.loss_cls: 0.0609, s1.acc: 95.3603, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1067, s2.loss_cls: 0.0304, s2.acc: 95.2406, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0506, loss: 1.0107 +2025-06-27 23:39:34,470 - mmdet - INFO - Epoch [35][6400/7330] lr: 1.000e-06, eta: 2:22:02, time: 0.964, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1282, s0.acc: 95.2788, s0.loss_bbox: 0.2057, s0.loss_mask: 0.2117, s1.loss_cls: 0.0580, s1.acc: 95.6084, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1063, s2.loss_cls: 0.0287, s2.acc: 95.5828, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0504, loss: 0.9690 +2025-06-27 23:40:30,950 - mmdet - INFO - Epoch [35][6450/7330] lr: 1.000e-06, eta: 2:21:11, time: 1.130, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1357, s0.acc: 95.0857, s0.loss_bbox: 0.2170, s0.loss_mask: 0.2128, s1.loss_cls: 0.0595, s1.acc: 95.5602, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1075, s2.loss_cls: 0.0294, s2.acc: 95.4869, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0508, loss: 1.0023 +2025-06-27 23:41:27,552 - mmdet - INFO - Epoch [35][6500/7330] lr: 1.000e-06, eta: 2:20:20, time: 1.132, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1351, s0.acc: 94.9707, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2099, s1.loss_cls: 0.0603, s1.acc: 95.4750, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1058, s2.loss_cls: 0.0298, s2.acc: 95.4522, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0498, loss: 1.0034 +2025-06-27 23:42:19,845 - mmdet - INFO - Epoch [35][6550/7330] lr: 1.000e-06, eta: 2:19:28, time: 1.046, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1362, s0.acc: 94.9768, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2149, s1.loss_cls: 0.0607, s1.acc: 95.4120, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1077, s2.loss_cls: 0.0297, s2.acc: 95.3692, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0509, loss: 1.0106 +2025-06-27 23:43:10,899 - mmdet - INFO - Epoch [35][6600/7330] lr: 1.000e-06, eta: 2:18:36, time: 1.021, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0200, s0.loss_cls: 0.1306, s0.acc: 95.2119, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2034, s1.loss_cls: 0.0590, s1.acc: 95.6055, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1030, s2.loss_cls: 0.0283, s2.acc: 95.7469, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0490, loss: 0.9643 +2025-06-27 23:43:59,713 - mmdet - INFO - Epoch [35][6650/7330] lr: 1.000e-06, eta: 2:17:45, time: 0.976, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1396, s0.acc: 94.9326, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2064, s1.loss_cls: 0.0619, s1.acc: 95.4030, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1042, s2.loss_cls: 0.0298, s2.acc: 95.5019, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0492, loss: 0.9990 +2025-06-27 23:44:48,406 - mmdet - INFO - Epoch [35][6700/7330] lr: 1.000e-06, eta: 2:16:53, time: 0.974, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1395, s0.acc: 94.8535, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2125, s1.loss_cls: 0.0626, s1.acc: 95.2391, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1072, s2.loss_cls: 0.0306, s2.acc: 95.2451, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0174 +2025-06-27 23:45:36,789 - mmdet - INFO - Epoch [35][6750/7330] lr: 1.000e-06, eta: 2:16:01, time: 0.967, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1311, s0.acc: 95.1833, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2050, s1.loss_cls: 0.0594, s1.acc: 95.5784, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1039, s2.loss_cls: 0.0292, s2.acc: 95.4452, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0493, loss: 0.9753 +2025-06-27 23:46:25,566 - mmdet - INFO - Epoch [35][6800/7330] lr: 1.000e-06, eta: 2:15:10, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1363, s0.acc: 94.9609, s0.loss_bbox: 0.2146, s0.loss_mask: 0.2105, s1.loss_cls: 0.0619, s1.acc: 95.3407, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1058, s2.loss_cls: 0.0299, s2.acc: 95.4541, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0500, loss: 0.9993 +2025-06-27 23:47:16,956 - mmdet - INFO - Epoch [35][6850/7330] lr: 1.000e-06, eta: 2:14:18, time: 1.028, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1379, s0.acc: 94.9402, s0.loss_bbox: 0.2203, s0.loss_mask: 0.2133, s1.loss_cls: 0.0611, s1.acc: 95.4071, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1080, s2.loss_cls: 0.0298, s2.acc: 95.4108, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0508, loss: 1.0129 +2025-06-27 23:48:16,506 - mmdet - INFO - Epoch [35][6900/7330] lr: 1.000e-06, eta: 2:13:27, time: 1.190, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1328, s0.acc: 95.1980, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2079, s1.loss_cls: 0.0585, s1.acc: 95.7112, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1044, s2.loss_cls: 0.0286, s2.acc: 95.6963, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0496, loss: 0.9785 +2025-06-27 23:49:07,193 - mmdet - INFO - Epoch [35][6950/7330] lr: 1.000e-06, eta: 2:12:35, time: 1.014, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1332, s0.acc: 95.1255, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2124, s1.loss_cls: 0.0591, s1.acc: 95.5487, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1061, s2.loss_cls: 0.0284, s2.acc: 95.5608, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0502, loss: 0.9877 +2025-06-27 23:50:01,093 - mmdet - INFO - Epoch [35][7000/7330] lr: 1.000e-06, eta: 2:11:44, time: 1.077, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1337, s0.acc: 95.0442, s0.loss_bbox: 0.2144, s0.loss_mask: 0.2115, s1.loss_cls: 0.0602, s1.acc: 95.4482, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1065, s2.loss_cls: 0.0299, s2.acc: 95.3748, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 0.9989 +2025-06-27 23:50:49,843 - mmdet - INFO - Epoch [35][7050/7330] lr: 1.000e-06, eta: 2:10:52, time: 0.976, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1279, s0.acc: 95.3606, s0.loss_bbox: 0.2078, s0.loss_mask: 0.2124, s1.loss_cls: 0.0576, s1.acc: 95.7286, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1069, s2.loss_cls: 0.0280, s2.acc: 95.8136, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0506, loss: 0.9718 +2025-06-27 23:51:38,758 - mmdet - INFO - Epoch [35][7100/7330] lr: 1.000e-06, eta: 2:10:00, time: 0.978, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1369, s0.acc: 94.9963, s0.loss_bbox: 0.2101, s0.loss_mask: 0.2092, s1.loss_cls: 0.0609, s1.acc: 95.5129, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1060, s2.loss_cls: 0.0298, s2.acc: 95.4511, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0504, loss: 0.9917 +2025-06-27 23:52:27,224 - mmdet - INFO - Epoch [35][7150/7330] lr: 1.000e-06, eta: 2:09:09, time: 0.970, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0201, s0.loss_cls: 0.1294, s0.acc: 95.2722, s0.loss_bbox: 0.2061, s0.loss_mask: 0.2098, s1.loss_cls: 0.0573, s1.acc: 95.6425, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1068, s2.loss_cls: 0.0280, s2.acc: 95.7150, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0505, loss: 0.9698 +2025-06-27 23:53:15,724 - mmdet - INFO - Epoch [35][7200/7330] lr: 1.000e-06, eta: 2:08:17, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1310, s0.acc: 95.1282, s0.loss_bbox: 0.2080, s0.loss_mask: 0.2066, s1.loss_cls: 0.0601, s1.acc: 95.4259, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1049, s2.loss_cls: 0.0292, s2.acc: 95.4824, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0492, loss: 0.9740 +2025-06-27 23:54:08,234 - mmdet - INFO - Epoch [35][7250/7330] lr: 1.000e-06, eta: 2:07:25, time: 1.051, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1365, s0.acc: 94.9678, s0.loss_bbox: 0.2214, s0.loss_mask: 0.2171, s1.loss_cls: 0.0611, s1.acc: 95.4459, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1097, s2.loss_cls: 0.0299, s2.acc: 95.4398, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0520, loss: 1.0212 +2025-06-27 23:55:02,190 - mmdet - INFO - Epoch [35][7300/7330] lr: 1.000e-06, eta: 2:06:34, time: 1.079, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1338, s0.acc: 95.0762, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2128, s1.loss_cls: 0.0598, s1.acc: 95.4889, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1075, s2.loss_cls: 0.0292, s2.acc: 95.5231, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0511, loss: 0.9940 +2025-06-27 23:55:44,727 - mmdet - INFO - Saving checkpoint at 35 epochs +2025-06-27 23:58:55,963 - mmdet - INFO - Evaluating bbox... +2025-06-27 23:59:24,263 - mmdet - INFO - Evaluating segm... +2025-06-27 23:59:56,817 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-27 23:59:56,817 - mmdet - INFO - Epoch(val) [35][7330] bbox_mAP: 0.5030, bbox_mAP_50: 0.6920, bbox_mAP_75: 0.5490, bbox_mAP_s: 0.3360, bbox_mAP_m: 0.5320, bbox_mAP_l: 0.6590, bbox_mAP_copypaste: 0.503 0.692 0.549 0.336 0.532 0.659, segm_mAP: 0.4360, segm_mAP_50: 0.6670, segm_mAP_75: 0.4680, segm_mAP_s: 0.2700, segm_mAP_m: 0.4670, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.436 0.667 0.468 0.270 0.467 0.591 +2025-06-28 00:02:05,553 - mmdet - INFO - Epoch [36][50/7330] lr: 1.000e-06, eta: 2:05:13, time: 2.573, data_time: 1.484, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0290, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1391, s0.acc: 94.8083, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2223, s1.loss_cls: 0.0625, s1.acc: 95.2316, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1110, s2.loss_cls: 0.0308, s2.acc: 95.3026, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0520, loss: 1.0535 +2025-06-28 00:02:59,049 - mmdet - INFO - Epoch [36][100/7330] lr: 1.000e-06, eta: 2:04:21, time: 1.070, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1430, s0.acc: 94.6992, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2177, s1.loss_cls: 0.0634, s1.acc: 95.2519, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1091, s2.loss_cls: 0.0311, s2.acc: 95.2394, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0516, loss: 1.0413 +2025-06-28 00:03:51,969 - mmdet - INFO - Epoch [36][150/7330] lr: 1.000e-06, eta: 2:03:29, time: 1.059, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1342, s0.acc: 95.0354, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2156, s1.loss_cls: 0.0611, s1.acc: 95.4010, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1089, s2.loss_cls: 0.0294, s2.acc: 95.4737, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0515, loss: 0.9980 +2025-06-28 00:04:44,133 - mmdet - INFO - Epoch [36][200/7330] lr: 1.000e-06, eta: 2:02:38, time: 1.043, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1295, s0.acc: 95.1919, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2088, s1.loss_cls: 0.0582, s1.acc: 95.6219, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1057, s2.loss_cls: 0.0286, s2.acc: 95.6122, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0500, loss: 0.9788 +2025-06-28 00:05:39,345 - mmdet - INFO - Epoch [36][250/7330] lr: 1.000e-06, eta: 2:01:46, time: 1.104, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1328, s0.acc: 95.1416, s0.loss_bbox: 0.2128, s0.loss_mask: 0.2083, s1.loss_cls: 0.0601, s1.acc: 95.5485, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1057, s2.loss_cls: 0.0292, s2.acc: 95.5460, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9881 +2025-06-28 00:06:34,095 - mmdet - INFO - Epoch [36][300/7330] lr: 1.000e-06, eta: 2:00:55, time: 1.095, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0313, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1466, s0.acc: 94.7629, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2150, s1.loss_cls: 0.0656, s1.acc: 95.1560, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1081, s2.loss_cls: 0.0316, s2.acc: 95.1988, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0509, loss: 1.0466 +2025-06-28 00:07:35,651 - mmdet - INFO - Epoch [36][350/7330] lr: 1.000e-06, eta: 2:00:04, time: 1.231, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1340, s0.acc: 95.0857, s0.loss_bbox: 0.2123, s0.loss_mask: 0.2118, s1.loss_cls: 0.0600, s1.acc: 95.5278, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1071, s2.loss_cls: 0.0290, s2.acc: 95.5514, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0511, loss: 0.9924 +2025-06-28 00:08:26,989 - mmdet - INFO - Epoch [36][400/7330] lr: 1.000e-06, eta: 1:59:12, time: 1.026, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0231, s0.loss_cls: 0.1362, s0.acc: 94.9797, s0.loss_bbox: 0.2177, s0.loss_mask: 0.2149, s1.loss_cls: 0.0606, s1.acc: 95.4772, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1082, s2.loss_cls: 0.0298, s2.acc: 95.4359, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0515, loss: 1.0126 +2025-06-28 00:09:19,895 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 00:09:19,895 - mmdet - INFO - Epoch [36][450/7330] lr: 1.000e-06, eta: 1:58:20, time: 1.059, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1312, s0.acc: 95.1726, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2128, s1.loss_cls: 0.0597, s1.acc: 95.5059, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1074, s2.loss_cls: 0.0290, s2.acc: 95.5814, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0508, loss: 0.9953 +2025-06-28 00:10:09,736 - mmdet - INFO - Epoch [36][500/7330] lr: 1.000e-06, eta: 1:57:29, time: 0.997, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1406, s0.acc: 94.8162, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2136, s1.loss_cls: 0.0635, s1.acc: 95.1692, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1085, s2.loss_cls: 0.0308, s2.acc: 95.3088, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0512, loss: 1.0125 +2025-06-28 00:10:59,681 - mmdet - INFO - Epoch [36][550/7330] lr: 1.000e-06, eta: 1:56:37, time: 0.998, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1342, s0.acc: 95.0938, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2127, s1.loss_cls: 0.0602, s1.acc: 95.4405, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1080, s2.loss_cls: 0.0290, s2.acc: 95.5737, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0512, loss: 0.9960 +2025-06-28 00:11:50,593 - mmdet - INFO - Epoch [36][600/7330] lr: 1.000e-06, eta: 1:55:45, time: 1.019, data_time: 0.035, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1403, s0.acc: 94.8538, s0.loss_bbox: 0.2216, s0.loss_mask: 0.2145, s1.loss_cls: 0.0631, s1.acc: 95.2647, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1082, s2.loss_cls: 0.0307, s2.acc: 95.3358, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0513, loss: 1.0283 +2025-06-28 00:12:43,592 - mmdet - INFO - Epoch [36][650/7330] lr: 1.000e-06, eta: 1:54:54, time: 1.060, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1340, s0.acc: 95.1550, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2069, s1.loss_cls: 0.0606, s1.acc: 95.5207, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1054, s2.loss_cls: 0.0295, s2.acc: 95.4637, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0501, loss: 0.9838 +2025-06-28 00:13:36,123 - mmdet - INFO - Epoch [36][700/7330] lr: 1.000e-06, eta: 1:54:02, time: 1.051, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1296, s0.acc: 95.1851, s0.loss_bbox: 0.2122, s0.loss_mask: 0.2057, s1.loss_cls: 0.0582, s1.acc: 95.5947, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1050, s2.loss_cls: 0.0286, s2.acc: 95.4982, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0498, loss: 0.9765 +2025-06-28 00:14:36,660 - mmdet - INFO - Epoch [36][750/7330] lr: 1.000e-06, eta: 1:53:11, time: 1.211, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1440, s0.acc: 94.7778, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2173, s1.loss_cls: 0.0644, s1.acc: 95.2774, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1099, s2.loss_cls: 0.0314, s2.acc: 95.2894, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0520, loss: 1.0371 +2025-06-28 00:15:29,264 - mmdet - INFO - Epoch [36][800/7330] lr: 1.000e-06, eta: 1:52:19, time: 1.052, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0288, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1384, s0.acc: 94.8335, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2141, s1.loss_cls: 0.0621, s1.acc: 95.3381, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1079, s2.loss_cls: 0.0301, s2.acc: 95.4108, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0513, loss: 1.0263 +2025-06-28 00:16:21,358 - mmdet - INFO - Epoch [36][850/7330] lr: 1.000e-06, eta: 1:51:28, time: 1.042, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1307, s0.acc: 95.2415, s0.loss_bbox: 0.2065, s0.loss_mask: 0.2051, s1.loss_cls: 0.0587, s1.acc: 95.6918, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1056, s2.loss_cls: 0.0288, s2.acc: 95.6840, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0503, loss: 0.9693 +2025-06-28 00:17:11,424 - mmdet - INFO - Epoch [36][900/7330] lr: 1.000e-06, eta: 1:50:36, time: 1.001, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1383, s0.acc: 95.0071, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2087, s1.loss_cls: 0.0605, s1.acc: 95.5100, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1058, s2.loss_cls: 0.0294, s2.acc: 95.5036, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0500, loss: 1.0001 +2025-06-28 00:18:01,103 - mmdet - INFO - Epoch [36][950/7330] lr: 1.000e-06, eta: 1:49:44, time: 0.993, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1399, s0.acc: 94.9072, s0.loss_bbox: 0.2164, s0.loss_mask: 0.2076, s1.loss_cls: 0.0628, s1.acc: 95.3626, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1053, s2.loss_cls: 0.0307, s2.acc: 95.4015, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0497, loss: 1.0056 +2025-06-28 00:18:51,623 - mmdet - INFO - Epoch [36][1000/7330] lr: 1.000e-06, eta: 1:48:53, time: 1.011, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0291, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1408, s0.acc: 94.8606, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2173, s1.loss_cls: 0.0628, s1.acc: 95.3351, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1098, s2.loss_cls: 0.0306, s2.acc: 95.4485, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0516, loss: 1.0355 +2025-06-28 00:19:43,084 - mmdet - INFO - Epoch [36][1050/7330] lr: 1.000e-06, eta: 1:48:01, time: 1.029, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1340, s0.acc: 95.1311, s0.loss_bbox: 0.2162, s0.loss_mask: 0.2074, s1.loss_cls: 0.0596, s1.acc: 95.5884, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1056, s2.loss_cls: 0.0290, s2.acc: 95.5989, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0502, loss: 0.9897 +2025-06-28 00:20:34,993 - mmdet - INFO - Epoch [36][1100/7330] lr: 1.000e-06, eta: 1:47:10, time: 1.039, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1347, s0.acc: 95.1267, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2131, s1.loss_cls: 0.0611, s1.acc: 95.4259, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1067, s2.loss_cls: 0.0297, s2.acc: 95.4402, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0505, loss: 0.9987 +2025-06-28 00:21:31,095 - mmdet - INFO - Epoch [36][1150/7330] lr: 1.000e-06, eta: 1:46:18, time: 1.122, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0235, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1359, s0.acc: 94.9685, s0.loss_bbox: 0.2139, s0.loss_mask: 0.2103, s1.loss_cls: 0.0609, s1.acc: 95.4411, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1063, s2.loss_cls: 0.0298, s2.acc: 95.4935, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0503, loss: 0.9931 +2025-06-28 00:22:28,334 - mmdet - INFO - Epoch [36][1200/7330] lr: 1.000e-06, eta: 1:45:27, time: 1.145, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1395, s0.acc: 94.8718, s0.loss_bbox: 0.2220, s0.loss_mask: 0.2129, s1.loss_cls: 0.0626, s1.acc: 95.2685, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1072, s2.loss_cls: 0.0308, s2.acc: 95.2141, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0508, loss: 1.0205 +2025-06-28 00:23:17,053 - mmdet - INFO - Epoch [36][1250/7330] lr: 1.000e-06, eta: 1:44:35, time: 0.974, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1319, s0.acc: 95.2180, s0.loss_bbox: 0.2055, s0.loss_mask: 0.2065, s1.loss_cls: 0.0596, s1.acc: 95.5645, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1044, s2.loss_cls: 0.0290, s2.acc: 95.6239, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0495, loss: 0.9715 +2025-06-28 00:24:08,309 - mmdet - INFO - Epoch [36][1300/7330] lr: 1.000e-06, eta: 1:43:43, time: 1.026, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1359, s0.acc: 95.0134, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2144, s1.loss_cls: 0.0613, s1.acc: 95.4409, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1073, s2.loss_cls: 0.0298, s2.acc: 95.4450, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0505, loss: 1.0083 +2025-06-28 00:24:57,486 - mmdet - INFO - Epoch [36][1350/7330] lr: 1.000e-06, eta: 1:42:52, time: 0.984, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1386, s0.acc: 94.9402, s0.loss_bbox: 0.2180, s0.loss_mask: 0.2123, s1.loss_cls: 0.0626, s1.acc: 95.3988, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1068, s2.loss_cls: 0.0303, s2.acc: 95.3566, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0505, loss: 1.0116 +2025-06-28 00:25:46,087 - mmdet - INFO - Epoch [36][1400/7330] lr: 1.000e-06, eta: 1:42:00, time: 0.972, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1312, s0.acc: 95.1685, s0.loss_bbox: 0.2115, s0.loss_mask: 0.2122, s1.loss_cls: 0.0596, s1.acc: 95.5480, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1070, s2.loss_cls: 0.0292, s2.acc: 95.6133, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 0.9885 +2025-06-28 00:26:34,951 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 00:26:34,951 - mmdet - INFO - Epoch [36][1450/7330] lr: 1.000e-06, eta: 1:41:08, time: 0.977, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1301, s0.acc: 95.2615, s0.loss_bbox: 0.2112, s0.loss_mask: 0.2126, s1.loss_cls: 0.0582, s1.acc: 95.6477, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1071, s2.loss_cls: 0.0288, s2.acc: 95.6288, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0508, loss: 0.9852 +2025-06-28 00:27:29,087 - mmdet - INFO - Epoch [36][1500/7330] lr: 1.000e-06, eta: 1:40:17, time: 1.083, data_time: 0.032, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1388, s0.acc: 94.8916, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2163, s1.loss_cls: 0.0613, s1.acc: 95.3389, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1082, s2.loss_cls: 0.0304, s2.acc: 95.3076, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0510, loss: 1.0172 +2025-06-28 00:28:20,418 - mmdet - INFO - Epoch [36][1550/7330] lr: 1.000e-06, eta: 1:39:25, time: 1.027, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1303, s0.acc: 95.2661, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2029, s1.loss_cls: 0.0581, s1.acc: 95.6824, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1027, s2.loss_cls: 0.0283, s2.acc: 95.6638, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0488, loss: 0.9553 +2025-06-28 00:29:19,546 - mmdet - INFO - Epoch [36][1600/7330] lr: 1.000e-06, eta: 1:38:34, time: 1.136, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1364, s0.acc: 94.9624, s0.loss_bbox: 0.2196, s0.loss_mask: 0.2167, s1.loss_cls: 0.0613, s1.acc: 95.3941, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1087, s2.loss_cls: 0.0298, s2.acc: 95.4336, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0516, loss: 1.0164 +2025-06-28 00:30:08,631 - mmdet - INFO - Epoch [36][1650/7330] lr: 1.000e-06, eta: 1:37:42, time: 1.028, data_time: 0.075, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1422, s0.acc: 94.7700, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2170, s1.loss_cls: 0.0639, s1.acc: 95.2301, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1087, s2.loss_cls: 0.0313, s2.acc: 95.1614, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0512, loss: 1.0389 +2025-06-28 00:31:00,883 - mmdet - INFO - Epoch [36][1700/7330] lr: 1.000e-06, eta: 1:36:50, time: 1.045, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1290, s0.acc: 95.2827, s0.loss_bbox: 0.2070, s0.loss_mask: 0.2058, s1.loss_cls: 0.0588, s1.acc: 95.5875, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1056, s2.loss_cls: 0.0291, s2.acc: 95.5331, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0502, loss: 0.9714 +2025-06-28 00:31:49,810 - mmdet - INFO - Epoch [36][1750/7330] lr: 1.000e-06, eta: 1:35:59, time: 0.979, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1387, s0.acc: 94.9360, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2135, s1.loss_cls: 0.0625, s1.acc: 95.3289, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1073, s2.loss_cls: 0.0307, s2.acc: 95.3773, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0038 +2025-06-28 00:32:38,873 - mmdet - INFO - Epoch [36][1800/7330] lr: 1.000e-06, eta: 1:35:07, time: 0.981, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0281, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1419, s0.acc: 94.7783, s0.loss_bbox: 0.2202, s0.loss_mask: 0.2123, s1.loss_cls: 0.0640, s1.acc: 95.2466, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1071, s2.loss_cls: 0.0311, s2.acc: 95.3090, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0507, loss: 1.0217 +2025-06-28 00:33:28,206 - mmdet - INFO - Epoch [36][1850/7330] lr: 1.000e-06, eta: 1:34:15, time: 0.986, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1337, s0.acc: 95.0786, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2081, s1.loss_cls: 0.0603, s1.acc: 95.4990, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1059, s2.loss_cls: 0.0299, s2.acc: 95.4335, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0502, loss: 0.9902 +2025-06-28 00:34:19,582 - mmdet - INFO - Epoch [36][1900/7330] lr: 1.000e-06, eta: 1:33:24, time: 1.028, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0283, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1357, s0.acc: 94.9712, s0.loss_bbox: 0.2204, s0.loss_mask: 0.2146, s1.loss_cls: 0.0612, s1.acc: 95.4092, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1077, s2.loss_cls: 0.0300, s2.acc: 95.4150, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0507, loss: 1.0158 +2025-06-28 00:35:11,266 - mmdet - INFO - Epoch [36][1950/7330] lr: 1.000e-06, eta: 1:32:32, time: 1.034, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1362, s0.acc: 95.0251, s0.loss_bbox: 0.2152, s0.loss_mask: 0.2126, s1.loss_cls: 0.0612, s1.acc: 95.4599, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1073, s2.loss_cls: 0.0297, s2.acc: 95.5109, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0037 +2025-06-28 00:36:12,728 - mmdet - INFO - Epoch [36][2000/7330] lr: 1.000e-06, eta: 1:31:41, time: 1.229, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0248, loss_rpn_bbox: 0.0209, s0.loss_cls: 0.1329, s0.acc: 95.1550, s0.loss_bbox: 0.2068, s0.loss_mask: 0.2068, s1.loss_cls: 0.0593, s1.acc: 95.5966, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1057, s2.loss_cls: 0.0288, s2.acc: 95.7031, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0501, loss: 0.9749 +2025-06-28 00:37:04,318 - mmdet - INFO - Epoch [36][2050/7330] lr: 1.000e-06, eta: 1:30:49, time: 1.032, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1366, s0.acc: 94.9507, s0.loss_bbox: 0.2173, s0.loss_mask: 0.2117, s1.loss_cls: 0.0614, s1.acc: 95.3813, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1075, s2.loss_cls: 0.0301, s2.acc: 95.3358, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 1.0071 +2025-06-28 00:37:55,797 - mmdet - INFO - Epoch [36][2100/7330] lr: 1.000e-06, eta: 1:29:58, time: 1.030, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1289, s0.acc: 95.2263, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2093, s1.loss_cls: 0.0573, s1.acc: 95.7178, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1054, s2.loss_cls: 0.0281, s2.acc: 95.6492, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0498, loss: 0.9824 +2025-06-28 00:38:44,967 - mmdet - INFO - Epoch [36][2150/7330] lr: 1.000e-06, eta: 1:29:06, time: 0.983, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0242, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1343, s0.acc: 95.0459, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2097, s1.loss_cls: 0.0599, s1.acc: 95.4599, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1063, s2.loss_cls: 0.0296, s2.acc: 95.4597, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0501, loss: 0.9902 +2025-06-28 00:39:33,383 - mmdet - INFO - Epoch [36][2200/7330] lr: 1.000e-06, eta: 1:28:14, time: 0.968, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1333, s0.acc: 95.1331, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2190, s1.loss_cls: 0.0594, s1.acc: 95.5882, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1107, s2.loss_cls: 0.0288, s2.acc: 95.6100, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0522, loss: 1.0010 +2025-06-28 00:40:21,844 - mmdet - INFO - Epoch [36][2250/7330] lr: 1.000e-06, eta: 1:27:23, time: 0.969, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1348, s0.acc: 95.0432, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2094, s1.loss_cls: 0.0612, s1.acc: 95.4397, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1062, s2.loss_cls: 0.0298, s2.acc: 95.5036, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0503, loss: 0.9927 +2025-06-28 00:41:12,996 - mmdet - INFO - Epoch [36][2300/7330] lr: 1.000e-06, eta: 1:26:31, time: 1.023, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1286, s0.acc: 95.2361, s0.loss_bbox: 0.2059, s0.loss_mask: 0.2088, s1.loss_cls: 0.0576, s1.acc: 95.6778, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1054, s2.loss_cls: 0.0287, s2.acc: 95.5273, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0497, loss: 0.9642 +2025-06-28 00:42:04,522 - mmdet - INFO - Epoch [36][2350/7330] lr: 1.000e-06, eta: 1:25:39, time: 1.031, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1377, s0.acc: 94.9602, s0.loss_bbox: 0.2166, s0.loss_mask: 0.2172, s1.loss_cls: 0.0621, s1.acc: 95.3990, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1095, s2.loss_cls: 0.0300, s2.acc: 95.4940, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0517, loss: 1.0149 +2025-06-28 00:42:58,179 - mmdet - INFO - Epoch [36][2400/7330] lr: 1.000e-06, eta: 1:24:48, time: 1.073, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1403, s0.acc: 94.8823, s0.loss_bbox: 0.2184, s0.loss_mask: 0.2174, s1.loss_cls: 0.0630, s1.acc: 95.3304, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1094, s2.loss_cls: 0.0308, s2.acc: 95.4050, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0518, loss: 1.0223 +2025-06-28 00:43:55,269 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 00:43:55,269 - mmdet - INFO - Epoch [36][2450/7330] lr: 1.000e-06, eta: 1:23:56, time: 1.142, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1347, s0.acc: 95.1775, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2128, s1.loss_cls: 0.0602, s1.acc: 95.5857, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1076, s2.loss_cls: 0.0292, s2.acc: 95.6247, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0513, loss: 0.9921 +2025-06-28 00:44:45,823 - mmdet - INFO - Epoch [36][2500/7330] lr: 1.000e-06, eta: 1:23:05, time: 1.012, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0254, loss_rpn_bbox: 0.0202, s0.loss_cls: 0.1305, s0.acc: 95.2371, s0.loss_bbox: 0.2047, s0.loss_mask: 0.2113, s1.loss_cls: 0.0587, s1.acc: 95.6224, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1066, s2.loss_cls: 0.0281, s2.acc: 95.6673, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0504, loss: 0.9732 +2025-06-28 00:45:34,876 - mmdet - INFO - Epoch [36][2550/7330] lr: 1.000e-06, eta: 1:22:13, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1310, s0.acc: 95.2661, s0.loss_bbox: 0.2069, s0.loss_mask: 0.2090, s1.loss_cls: 0.0586, s1.acc: 95.6259, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1060, s2.loss_cls: 0.0284, s2.acc: 95.7580, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0499, loss: 0.9748 +2025-06-28 00:46:23,533 - mmdet - INFO - Epoch [36][2600/7330] lr: 1.000e-06, eta: 1:21:21, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1299, s0.acc: 95.2656, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2073, s1.loss_cls: 0.0582, s1.acc: 95.7209, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1055, s2.loss_cls: 0.0282, s2.acc: 95.6989, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0500, loss: 0.9755 +2025-06-28 00:47:12,049 - mmdet - INFO - Epoch [36][2650/7330] lr: 1.000e-06, eta: 1:20:30, time: 0.970, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1288, s0.acc: 95.1233, s0.loss_bbox: 0.2111, s0.loss_mask: 0.2071, s1.loss_cls: 0.0587, s1.acc: 95.5310, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1050, s2.loss_cls: 0.0288, s2.acc: 95.5272, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0499, loss: 0.9757 +2025-06-28 00:48:01,081 - mmdet - INFO - Epoch [36][2700/7330] lr: 1.000e-06, eta: 1:19:38, time: 0.981, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1374, s0.acc: 94.9878, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2171, s1.loss_cls: 0.0613, s1.acc: 95.3893, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1097, s2.loss_cls: 0.0302, s2.acc: 95.3782, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0519, loss: 1.0184 +2025-06-28 00:48:54,544 - mmdet - INFO - Epoch [36][2750/7330] lr: 1.000e-06, eta: 1:18:47, time: 1.069, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0239, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1313, s0.acc: 95.1914, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2091, s1.loss_cls: 0.0594, s1.acc: 95.5048, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1056, s2.loss_cls: 0.0291, s2.acc: 95.5087, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0500, loss: 0.9762 +2025-06-28 00:49:45,875 - mmdet - INFO - Epoch [36][2800/7330] lr: 1.000e-06, eta: 1:17:55, time: 1.027, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0280, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1382, s0.acc: 94.8506, s0.loss_bbox: 0.2213, s0.loss_mask: 0.2145, s1.loss_cls: 0.0618, s1.acc: 95.3304, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1076, s2.loss_cls: 0.0306, s2.acc: 95.2282, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0506, loss: 1.0206 +2025-06-28 00:50:45,672 - mmdet - INFO - Epoch [36][2850/7330] lr: 1.000e-06, eta: 1:17:03, time: 1.196, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0198, s0.loss_cls: 0.1311, s0.acc: 95.1167, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2053, s1.loss_cls: 0.0599, s1.acc: 95.4262, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1040, s2.loss_cls: 0.0291, s2.acc: 95.5650, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0496, loss: 0.9725 +2025-06-28 00:51:34,896 - mmdet - INFO - Epoch [36][2900/7330] lr: 1.000e-06, eta: 1:16:12, time: 0.984, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1419, s0.acc: 94.8281, s0.loss_bbox: 0.2248, s0.loss_mask: 0.2135, s1.loss_cls: 0.0630, s1.acc: 95.2755, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1071, s2.loss_cls: 0.0308, s2.acc: 95.2383, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0506, loss: 1.0271 +2025-06-28 00:52:26,446 - mmdet - INFO - Epoch [36][2950/7330] lr: 1.000e-06, eta: 1:15:20, time: 1.031, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0216, s0.loss_cls: 0.1357, s0.acc: 94.9983, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2120, s1.loss_cls: 0.0606, s1.acc: 95.4482, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1076, s2.loss_cls: 0.0296, s2.acc: 95.4124, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0511, loss: 1.0048 +2025-06-28 00:53:14,829 - mmdet - INFO - Epoch [36][3000/7330] lr: 1.000e-06, eta: 1:14:29, time: 0.968, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0275, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1399, s0.acc: 94.9448, s0.loss_bbox: 0.2135, s0.loss_mask: 0.2069, s1.loss_cls: 0.0630, s1.acc: 95.3351, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1043, s2.loss_cls: 0.0302, s2.acc: 95.4020, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0495, loss: 0.9966 +2025-06-28 00:54:03,599 - mmdet - INFO - Epoch [36][3050/7330] lr: 1.000e-06, eta: 1:13:37, time: 0.975, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1307, s0.acc: 95.0913, s0.loss_bbox: 0.2119, s0.loss_mask: 0.2122, s1.loss_cls: 0.0597, s1.acc: 95.5138, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1077, s2.loss_cls: 0.0296, s2.acc: 95.4732, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0512, loss: 0.9933 +2025-06-28 00:54:52,382 - mmdet - INFO - Epoch [36][3100/7330] lr: 1.000e-06, eta: 1:12:45, time: 0.976, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1365, s0.acc: 94.9595, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2130, s1.loss_cls: 0.0622, s1.acc: 95.3232, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1070, s2.loss_cls: 0.0302, s2.acc: 95.3677, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0506, loss: 1.0095 +2025-06-28 00:55:42,489 - mmdet - INFO - Epoch [36][3150/7330] lr: 1.000e-06, eta: 1:11:54, time: 1.002, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0251, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1388, s0.acc: 94.9106, s0.loss_bbox: 0.2145, s0.loss_mask: 0.2103, s1.loss_cls: 0.0634, s1.acc: 95.2842, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1067, s2.loss_cls: 0.0306, s2.acc: 95.3159, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0507, loss: 1.0019 +2025-06-28 00:56:33,593 - mmdet - INFO - Epoch [36][3200/7330] lr: 1.000e-06, eta: 1:11:02, time: 1.022, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0261, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1325, s0.acc: 95.1318, s0.loss_bbox: 0.2104, s0.loss_mask: 0.2076, s1.loss_cls: 0.0589, s1.acc: 95.5542, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1050, s2.loss_cls: 0.0289, s2.acc: 95.6162, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0499, loss: 0.9785 +2025-06-28 00:57:32,178 - mmdet - INFO - Epoch [36][3250/7330] lr: 1.000e-06, eta: 1:10:10, time: 1.172, data_time: 0.034, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1363, s0.acc: 94.9619, s0.loss_bbox: 0.2210, s0.loss_mask: 0.2148, s1.loss_cls: 0.0618, s1.acc: 95.3393, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1086, s2.loss_cls: 0.0303, s2.acc: 95.3468, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0513, loss: 1.0203 +2025-06-28 00:58:23,689 - mmdet - INFO - Epoch [36][3300/7330] lr: 1.000e-06, eta: 1:09:19, time: 1.030, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1292, s0.acc: 95.1997, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2111, s1.loss_cls: 0.0573, s1.acc: 95.6616, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1067, s2.loss_cls: 0.0291, s2.acc: 95.5857, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0506, loss: 0.9862 +2025-06-28 00:59:17,038 - mmdet - INFO - Epoch [36][3350/7330] lr: 1.000e-06, eta: 1:08:27, time: 1.067, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1360, s0.acc: 95.0679, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2087, s1.loss_cls: 0.0606, s1.acc: 95.5205, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1055, s2.loss_cls: 0.0296, s2.acc: 95.5363, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0503, loss: 0.9937 +2025-06-28 01:00:06,027 - mmdet - INFO - Epoch [36][3400/7330] lr: 1.000e-06, eta: 1:07:36, time: 0.979, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1336, s0.acc: 95.1689, s0.loss_bbox: 0.2099, s0.loss_mask: 0.2094, s1.loss_cls: 0.0604, s1.acc: 95.4695, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1058, s2.loss_cls: 0.0293, s2.acc: 95.5119, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0501, loss: 0.9823 +2025-06-28 01:00:54,724 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 01:00:54,725 - mmdet - INFO - Epoch [36][3450/7330] lr: 1.000e-06, eta: 1:06:44, time: 0.974, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0234, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1235, s0.acc: 95.4341, s0.loss_bbox: 0.1973, s0.loss_mask: 0.2036, s1.loss_cls: 0.0556, s1.acc: 95.8388, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1034, s2.loss_cls: 0.0270, s2.acc: 95.9185, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0494, loss: 0.9354 +2025-06-28 01:01:43,041 - mmdet - INFO - Epoch [36][3500/7330] lr: 1.000e-06, eta: 1:05:52, time: 0.967, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1385, s0.acc: 94.8650, s0.loss_bbox: 0.2227, s0.loss_mask: 0.2145, s1.loss_cls: 0.0621, s1.acc: 95.3482, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1070, s2.loss_cls: 0.0305, s2.acc: 95.2967, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0509, loss: 1.0184 +2025-06-28 01:02:34,457 - mmdet - INFO - Epoch [36][3550/7330] lr: 1.000e-06, eta: 1:05:01, time: 1.028, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1352, s0.acc: 95.1226, s0.loss_bbox: 0.2206, s0.loss_mask: 0.2161, s1.loss_cls: 0.0601, s1.acc: 95.5171, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1093, s2.loss_cls: 0.0293, s2.acc: 95.5465, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0514, loss: 1.0162 +2025-06-28 01:03:25,486 - mmdet - INFO - Epoch [36][3600/7330] lr: 1.000e-06, eta: 1:04:09, time: 1.021, data_time: 0.033, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1332, s0.acc: 95.1641, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2094, s1.loss_cls: 0.0596, s1.acc: 95.5160, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1061, s2.loss_cls: 0.0290, s2.acc: 95.5137, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0504, loss: 0.9868 +2025-06-28 01:04:19,916 - mmdet - INFO - Epoch [36][3650/7330] lr: 1.000e-06, eta: 1:03:18, time: 1.089, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1318, s0.acc: 95.1528, s0.loss_bbox: 0.2093, s0.loss_mask: 0.2051, s1.loss_cls: 0.0593, s1.acc: 95.5250, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1029, s2.loss_cls: 0.0290, s2.acc: 95.5591, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0489, loss: 0.9697 +2025-06-28 01:05:16,512 - mmdet - INFO - Epoch [36][3700/7330] lr: 1.000e-06, eta: 1:02:26, time: 1.132, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1351, s0.acc: 95.0657, s0.loss_bbox: 0.2153, s0.loss_mask: 0.2145, s1.loss_cls: 0.0604, s1.acc: 95.5253, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1083, s2.loss_cls: 0.0297, s2.acc: 95.5138, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0513, loss: 1.0054 +2025-06-28 01:06:08,973 - mmdet - INFO - Epoch [36][3750/7330] lr: 1.000e-06, eta: 1:01:34, time: 1.049, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1360, s0.acc: 95.0598, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2049, s1.loss_cls: 0.0617, s1.acc: 95.4234, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1040, s2.loss_cls: 0.0296, s2.acc: 95.4717, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0495, loss: 0.9769 +2025-06-28 01:06:57,654 - mmdet - INFO - Epoch [36][3800/7330] lr: 1.000e-06, eta: 1:00:43, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1324, s0.acc: 95.1287, s0.loss_bbox: 0.2094, s0.loss_mask: 0.2098, s1.loss_cls: 0.0599, s1.acc: 95.4660, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1064, s2.loss_cls: 0.0294, s2.acc: 95.4694, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0509, loss: 0.9838 +2025-06-28 01:07:46,514 - mmdet - INFO - Epoch [36][3850/7330] lr: 1.000e-06, eta: 0:59:51, time: 0.977, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1384, s0.acc: 94.9077, s0.loss_bbox: 0.2168, s0.loss_mask: 0.2101, s1.loss_cls: 0.0627, s1.acc: 95.3104, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1051, s2.loss_cls: 0.0304, s2.acc: 95.4068, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0499, loss: 1.0038 +2025-06-28 01:08:35,113 - mmdet - INFO - Epoch [36][3900/7330] lr: 1.000e-06, eta: 0:59:00, time: 0.972, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1390, s0.acc: 95.0166, s0.loss_bbox: 0.2178, s0.loss_mask: 0.2111, s1.loss_cls: 0.0624, s1.acc: 95.4557, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1072, s2.loss_cls: 0.0305, s2.acc: 95.4071, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0510, loss: 1.0114 +2025-06-28 01:09:23,522 - mmdet - INFO - Epoch [36][3950/7330] lr: 1.000e-06, eta: 0:58:08, time: 0.968, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1383, s0.acc: 95.0046, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2108, s1.loss_cls: 0.0616, s1.acc: 95.4686, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1067, s2.loss_cls: 0.0300, s2.acc: 95.4655, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0504, loss: 0.9943 +2025-06-28 01:10:16,964 - mmdet - INFO - Epoch [36][4000/7330] lr: 1.000e-06, eta: 0:57:16, time: 1.069, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1326, s0.acc: 95.0569, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2152, s1.loss_cls: 0.0599, s1.acc: 95.4073, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1091, s2.loss_cls: 0.0295, s2.acc: 95.3812, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0514, loss: 1.0009 +2025-06-28 01:11:09,119 - mmdet - INFO - Epoch [36][4050/7330] lr: 1.000e-06, eta: 0:56:25, time: 1.043, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1392, s0.acc: 94.8606, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2147, s1.loss_cls: 0.0627, s1.acc: 95.2749, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1077, s2.loss_cls: 0.0303, s2.acc: 95.4313, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0512, loss: 1.0137 +2025-06-28 01:12:07,058 - mmdet - INFO - Epoch [36][4100/7330] lr: 1.000e-06, eta: 0:55:33, time: 1.158, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1282, s0.acc: 95.2368, s0.loss_bbox: 0.2050, s0.loss_mask: 0.2111, s1.loss_cls: 0.0581, s1.acc: 95.6482, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1069, s2.loss_cls: 0.0287, s2.acc: 95.6192, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0505, loss: 0.9692 +2025-06-28 01:12:55,649 - mmdet - INFO - Epoch [36][4150/7330] lr: 1.000e-06, eta: 0:54:42, time: 0.972, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1299, s0.acc: 95.2896, s0.loss_bbox: 0.2079, s0.loss_mask: 0.2104, s1.loss_cls: 0.0584, s1.acc: 95.6554, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1073, s2.loss_cls: 0.0289, s2.acc: 95.6272, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0507, loss: 0.9793 +2025-06-28 01:13:48,431 - mmdet - INFO - Epoch [36][4200/7330] lr: 1.000e-06, eta: 0:53:50, time: 1.056, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0224, s0.loss_cls: 0.1386, s0.acc: 94.9849, s0.loss_bbox: 0.2134, s0.loss_mask: 0.2129, s1.loss_cls: 0.0623, s1.acc: 95.4491, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1072, s2.loss_cls: 0.0304, s2.acc: 95.4149, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0509, loss: 1.0049 +2025-06-28 01:14:36,649 - mmdet - INFO - Epoch [36][4250/7330] lr: 1.000e-06, eta: 0:52:58, time: 0.964, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1304, s0.acc: 95.2358, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2134, s1.loss_cls: 0.0597, s1.acc: 95.5380, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1084, s2.loss_cls: 0.0289, s2.acc: 95.6815, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0512, loss: 0.9882 +2025-06-28 01:15:25,458 - mmdet - INFO - Epoch [36][4300/7330] lr: 1.000e-06, eta: 0:52:07, time: 0.976, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0264, loss_rpn_bbox: 0.0210, s0.loss_cls: 0.1321, s0.acc: 95.0925, s0.loss_bbox: 0.2077, s0.loss_mask: 0.2118, s1.loss_cls: 0.0595, s1.acc: 95.4864, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1058, s2.loss_cls: 0.0294, s2.acc: 95.4803, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0499, loss: 0.9796 +2025-06-28 01:16:14,344 - mmdet - INFO - Epoch [36][4350/7330] lr: 1.000e-06, eta: 0:51:15, time: 0.977, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0258, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1367, s0.acc: 94.9558, s0.loss_bbox: 0.2161, s0.loss_mask: 0.2111, s1.loss_cls: 0.0610, s1.acc: 95.4628, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1065, s2.loss_cls: 0.0296, s2.acc: 95.4483, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0504, loss: 1.0008 +2025-06-28 01:17:05,124 - mmdet - INFO - Epoch [36][4400/7330] lr: 1.000e-06, eta: 0:50:23, time: 1.016, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0298, loss_rpn_bbox: 0.0222, s0.loss_cls: 0.1348, s0.acc: 95.0198, s0.loss_bbox: 0.2113, s0.loss_mask: 0.2080, s1.loss_cls: 0.0602, s1.acc: 95.4971, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1044, s2.loss_cls: 0.0296, s2.acc: 95.4463, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0490, loss: 0.9869 +2025-06-28 01:17:59,971 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 01:17:59,972 - mmdet - INFO - Epoch [36][4450/7330] lr: 1.000e-06, eta: 0:49:32, time: 1.097, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1336, s0.acc: 95.1040, s0.loss_bbox: 0.2075, s0.loss_mask: 0.2084, s1.loss_cls: 0.0599, s1.acc: 95.5630, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1056, s2.loss_cls: 0.0288, s2.acc: 95.6316, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0500, loss: 0.9798 +2025-06-28 01:18:56,153 - mmdet - INFO - Epoch [36][4500/7330] lr: 1.000e-06, eta: 0:48:40, time: 1.123, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0246, loss_rpn_bbox: 0.0220, s0.loss_cls: 0.1367, s0.acc: 95.0386, s0.loss_bbox: 0.2190, s0.loss_mask: 0.2146, s1.loss_cls: 0.0605, s1.acc: 95.5380, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1082, s2.loss_cls: 0.0298, s2.acc: 95.4891, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0516, loss: 1.0108 +2025-06-28 01:19:47,313 - mmdet - INFO - Epoch [36][4550/7330] lr: 1.000e-06, eta: 0:47:49, time: 1.023, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0240, loss_rpn_bbox: 0.0195, s0.loss_cls: 0.1308, s0.acc: 95.1936, s0.loss_bbox: 0.2096, s0.loss_mask: 0.2067, s1.loss_cls: 0.0585, s1.acc: 95.6773, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1044, s2.loss_cls: 0.0282, s2.acc: 95.7041, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0498, loss: 0.9690 +2025-06-28 01:20:38,079 - mmdet - INFO - Epoch [36][4600/7330] lr: 1.000e-06, eta: 0:46:57, time: 1.016, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0212, s0.loss_cls: 0.1294, s0.acc: 95.1599, s0.loss_bbox: 0.2082, s0.loss_mask: 0.2114, s1.loss_cls: 0.0584, s1.acc: 95.5451, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1075, s2.loss_cls: 0.0287, s2.acc: 95.6283, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0509, loss: 0.9772 +2025-06-28 01:21:27,299 - mmdet - INFO - Epoch [36][4650/7330] lr: 1.000e-06, eta: 0:46:05, time: 0.984, data_time: 0.033, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1360, s0.acc: 94.9705, s0.loss_bbox: 0.2175, s0.loss_mask: 0.2152, s1.loss_cls: 0.0614, s1.acc: 95.3290, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1076, s2.loss_cls: 0.0303, s2.acc: 95.3682, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0509, loss: 1.0140 +2025-06-28 01:22:16,254 - mmdet - INFO - Epoch [36][4700/7330] lr: 1.000e-06, eta: 0:45:14, time: 0.979, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0270, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1341, s0.acc: 95.0540, s0.loss_bbox: 0.2189, s0.loss_mask: 0.2111, s1.loss_cls: 0.0602, s1.acc: 95.4557, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1067, s2.loss_cls: 0.0295, s2.acc: 95.4908, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0507, loss: 1.0032 +2025-06-28 01:23:04,921 - mmdet - INFO - Epoch [36][4750/7330] lr: 1.000e-06, eta: 0:44:22, time: 0.973, data_time: 0.034, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0282, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1385, s0.acc: 94.9756, s0.loss_bbox: 0.2187, s0.loss_mask: 0.2157, s1.loss_cls: 0.0622, s1.acc: 95.4207, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1072, s2.loss_cls: 0.0303, s2.acc: 95.4269, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0508, loss: 1.0162 +2025-06-28 01:23:55,776 - mmdet - INFO - Epoch [36][4800/7330] lr: 1.000e-06, eta: 0:43:31, time: 1.017, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1381, s0.acc: 95.0149, s0.loss_bbox: 0.2141, s0.loss_mask: 0.2130, s1.loss_cls: 0.0620, s1.acc: 95.4503, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1073, s2.loss_cls: 0.0300, s2.acc: 95.4354, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0507, loss: 1.0034 +2025-06-28 01:24:46,788 - mmdet - INFO - Epoch [36][4850/7330] lr: 1.000e-06, eta: 0:42:39, time: 1.020, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0211, loss_rpn_bbox: 0.0191, s0.loss_cls: 0.1264, s0.acc: 95.4312, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2044, s1.loss_cls: 0.0560, s1.acc: 95.8553, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1044, s2.loss_cls: 0.0269, s2.acc: 95.9435, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0498, loss: 0.9495 +2025-06-28 01:25:40,000 - mmdet - INFO - Epoch [36][4900/7330] lr: 1.000e-06, eta: 0:41:47, time: 1.064, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1314, s0.acc: 95.1316, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2129, s1.loss_cls: 0.0583, s1.acc: 95.5384, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1079, s2.loss_cls: 0.0285, s2.acc: 95.5847, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0508, loss: 0.9908 +2025-06-28 01:26:36,953 - mmdet - INFO - Epoch [36][4950/7330] lr: 1.000e-06, eta: 0:40:56, time: 1.139, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0271, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1354, s0.acc: 95.0178, s0.loss_bbox: 0.2137, s0.loss_mask: 0.2093, s1.loss_cls: 0.0606, s1.acc: 95.5089, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1066, s2.loss_cls: 0.0294, s2.acc: 95.4760, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0508, loss: 0.9981 +2025-06-28 01:27:28,189 - mmdet - INFO - Epoch [36][5000/7330] lr: 1.000e-06, eta: 0:40:04, time: 1.025, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1407, s0.acc: 94.8181, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2148, s1.loss_cls: 0.0640, s1.acc: 95.2719, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1086, s2.loss_cls: 0.0312, s2.acc: 95.2164, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0516, loss: 1.0329 +2025-06-28 01:28:16,374 - mmdet - INFO - Epoch [36][5050/7330] lr: 1.000e-06, eta: 0:39:13, time: 0.964, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0252, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1266, s0.acc: 95.3892, s0.loss_bbox: 0.2037, s0.loss_mask: 0.2099, s1.loss_cls: 0.0562, s1.acc: 95.8875, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1048, s2.loss_cls: 0.0279, s2.acc: 95.8275, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0495, loss: 0.9595 +2025-06-28 01:29:05,095 - mmdet - INFO - Epoch [36][5100/7330] lr: 1.000e-06, eta: 0:38:21, time: 0.974, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1303, s0.acc: 95.2585, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2130, s1.loss_cls: 0.0585, s1.acc: 95.7101, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1076, s2.loss_cls: 0.0288, s2.acc: 95.6745, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0511, loss: 0.9785 +2025-06-28 01:29:53,541 - mmdet - INFO - Epoch [36][5150/7330] lr: 1.000e-06, eta: 0:37:29, time: 0.969, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0208, s0.loss_cls: 0.1323, s0.acc: 95.1865, s0.loss_bbox: 0.2106, s0.loss_mask: 0.2111, s1.loss_cls: 0.0598, s1.acc: 95.6046, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1061, s2.loss_cls: 0.0294, s2.acc: 95.5219, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0502, loss: 0.9857 +2025-06-28 01:30:45,561 - mmdet - INFO - Epoch [36][5200/7330] lr: 1.000e-06, eta: 0:36:38, time: 1.040, data_time: 0.031, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0265, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1360, s0.acc: 94.9585, s0.loss_bbox: 0.2197, s0.loss_mask: 0.2130, s1.loss_cls: 0.0615, s1.acc: 95.3547, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1078, s2.loss_cls: 0.0304, s2.acc: 95.2533, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0501, loss: 1.0103 +2025-06-28 01:31:37,039 - mmdet - INFO - Epoch [36][5250/7330] lr: 1.000e-06, eta: 0:35:46, time: 1.030, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1390, s0.acc: 94.8669, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2151, s1.loss_cls: 0.0625, s1.acc: 95.3377, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1088, s2.loss_cls: 0.0304, s2.acc: 95.3323, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0515, loss: 1.0256 +2025-06-28 01:32:28,136 - mmdet - INFO - Epoch [36][5300/7330] lr: 1.000e-06, eta: 0:34:55, time: 1.022, data_time: 0.025, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0228, loss_rpn_bbox: 0.0199, s0.loss_cls: 0.1275, s0.acc: 95.2930, s0.loss_bbox: 0.2073, s0.loss_mask: 0.2071, s1.loss_cls: 0.0582, s1.acc: 95.6506, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1057, s2.loss_cls: 0.0283, s2.acc: 95.6257, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0502, loss: 0.9645 +2025-06-28 01:33:24,933 - mmdet - INFO - Epoch [36][5350/7330] lr: 1.000e-06, eta: 0:34:03, time: 1.136, data_time: 0.032, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0286, loss_rpn_bbox: 0.0217, s0.loss_cls: 0.1391, s0.acc: 94.9080, s0.loss_bbox: 0.2228, s0.loss_mask: 0.2116, s1.loss_cls: 0.0622, s1.acc: 95.3487, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1069, s2.loss_cls: 0.0304, s2.acc: 95.3315, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0503, loss: 1.0190 +2025-06-28 01:34:13,563 - mmdet - INFO - Epoch [36][5400/7330] lr: 1.000e-06, eta: 0:33:11, time: 0.973, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1330, s0.acc: 95.1858, s0.loss_bbox: 0.2098, s0.loss_mask: 0.2108, s1.loss_cls: 0.0593, s1.acc: 95.6119, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1061, s2.loss_cls: 0.0286, s2.acc: 95.6754, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0501, loss: 0.9824 +2025-06-28 01:35:04,816 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 01:35:04,816 - mmdet - INFO - Epoch [36][5450/7330] lr: 1.000e-06, eta: 0:32:20, time: 1.025, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0247, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1290, s0.acc: 95.3101, s0.loss_bbox: 0.2041, s0.loss_mask: 0.2069, s1.loss_cls: 0.0574, s1.acc: 95.8059, s1.loss_bbox: 0.0965, s1.loss_mask: 0.1051, s2.loss_cls: 0.0278, s2.acc: 95.7980, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0498, loss: 0.9619 +2025-06-28 01:35:53,356 - mmdet - INFO - Epoch [36][5500/7330] lr: 1.000e-06, eta: 0:31:28, time: 0.971, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0213, s0.loss_cls: 0.1347, s0.acc: 95.0002, s0.loss_bbox: 0.2160, s0.loss_mask: 0.2148, s1.loss_cls: 0.0600, s1.acc: 95.3945, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1079, s2.loss_cls: 0.0296, s2.acc: 95.4909, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0511, loss: 1.0027 +2025-06-28 01:36:42,030 - mmdet - INFO - Epoch [36][5550/7330] lr: 1.000e-06, eta: 0:30:36, time: 0.973, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0267, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1377, s0.acc: 94.9585, s0.loss_bbox: 0.2140, s0.loss_mask: 0.2096, s1.loss_cls: 0.0621, s1.acc: 95.3855, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1051, s2.loss_cls: 0.0303, s2.acc: 95.3539, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0494, loss: 0.9961 +2025-06-28 01:37:30,744 - mmdet - INFO - Epoch [36][5600/7330] lr: 1.000e-06, eta: 0:29:45, time: 0.974, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1330, s0.acc: 95.1292, s0.loss_bbox: 0.2118, s0.loss_mask: 0.2106, s1.loss_cls: 0.0594, s1.acc: 95.5192, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1066, s2.loss_cls: 0.0289, s2.acc: 95.5804, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0504, loss: 0.9892 +2025-06-28 01:38:21,474 - mmdet - INFO - Epoch [36][5650/7330] lr: 1.000e-06, eta: 0:28:53, time: 1.014, data_time: 0.028, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0274, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1354, s0.acc: 95.0293, s0.loss_bbox: 0.2131, s0.loss_mask: 0.2142, s1.loss_cls: 0.0608, s1.acc: 95.4224, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1073, s2.loss_cls: 0.0298, s2.acc: 95.4387, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0506, loss: 0.9993 +2025-06-28 01:39:14,874 - mmdet - INFO - Epoch [36][5700/7330] lr: 1.000e-06, eta: 0:28:02, time: 1.069, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0287, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1287, s0.acc: 95.2244, s0.loss_bbox: 0.2051, s0.loss_mask: 0.2109, s1.loss_cls: 0.0588, s1.acc: 95.5634, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1079, s2.loss_cls: 0.0285, s2.acc: 95.6309, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0514, loss: 0.9774 +2025-06-28 01:40:11,214 - mmdet - INFO - Epoch [36][5750/7330] lr: 1.000e-06, eta: 0:27:10, time: 1.127, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1303, s0.acc: 95.1914, s0.loss_bbox: 0.2120, s0.loss_mask: 0.2060, s1.loss_cls: 0.0590, s1.acc: 95.4881, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1045, s2.loss_cls: 0.0287, s2.acc: 95.5819, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0497, loss: 0.9781 +2025-06-28 01:41:02,304 - mmdet - INFO - Epoch [36][5800/7330] lr: 1.000e-06, eta: 0:26:18, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0236, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1308, s0.acc: 95.2295, s0.loss_bbox: 0.2038, s0.loss_mask: 0.2040, s1.loss_cls: 0.0589, s1.acc: 95.6517, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1041, s2.loss_cls: 0.0293, s2.acc: 95.5896, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0494, loss: 0.9616 +2025-06-28 01:41:54,205 - mmdet - INFO - Epoch [36][5850/7330] lr: 1.000e-06, eta: 0:25:27, time: 1.037, data_time: 0.030, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0284, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1432, s0.acc: 94.8110, s0.loss_bbox: 0.2232, s0.loss_mask: 0.2178, s1.loss_cls: 0.0645, s1.acc: 95.2156, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1091, s2.loss_cls: 0.0308, s2.acc: 95.3657, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0519, loss: 1.0363 +2025-06-28 01:42:42,399 - mmdet - INFO - Epoch [36][5900/7330] lr: 1.000e-06, eta: 0:24:35, time: 0.964, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0276, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1330, s0.acc: 95.1348, s0.loss_bbox: 0.2150, s0.loss_mask: 0.2120, s1.loss_cls: 0.0598, s1.acc: 95.5772, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1076, s2.loss_cls: 0.0294, s2.acc: 95.5957, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0512, loss: 0.9989 +2025-06-28 01:43:30,902 - mmdet - INFO - Epoch [36][5950/7330] lr: 1.000e-06, eta: 0:23:44, time: 0.970, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1334, s0.acc: 95.1794, s0.loss_bbox: 0.2142, s0.loss_mask: 0.2108, s1.loss_cls: 0.0599, s1.acc: 95.5776, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1065, s2.loss_cls: 0.0293, s2.acc: 95.5496, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0504, loss: 0.9923 +2025-06-28 01:44:19,773 - mmdet - INFO - Epoch [36][6000/7330] lr: 1.000e-06, eta: 0:22:52, time: 0.978, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0218, s0.loss_cls: 0.1389, s0.acc: 94.9126, s0.loss_bbox: 0.2176, s0.loss_mask: 0.2105, s1.loss_cls: 0.0626, s1.acc: 95.3360, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1054, s2.loss_cls: 0.0300, s2.acc: 95.4781, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0497, loss: 1.0060 +2025-06-28 01:45:10,767 - mmdet - INFO - Epoch [36][6050/7330] lr: 1.000e-06, eta: 0:22:00, time: 1.020, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0253, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1315, s0.acc: 95.2009, s0.loss_bbox: 0.2154, s0.loss_mask: 0.2114, s1.loss_cls: 0.0598, s1.acc: 95.5781, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1068, s2.loss_cls: 0.0296, s2.acc: 95.5440, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0506, loss: 0.9963 +2025-06-28 01:46:01,790 - mmdet - INFO - Epoch [36][6100/7330] lr: 1.000e-06, eta: 0:21:09, time: 1.020, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1365, s0.acc: 94.9365, s0.loss_bbox: 0.2186, s0.loss_mask: 0.2152, s1.loss_cls: 0.0611, s1.acc: 95.3775, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1082, s2.loss_cls: 0.0299, s2.acc: 95.3855, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0513, loss: 1.0122 +2025-06-28 01:46:57,165 - mmdet - INFO - Epoch [36][6150/7330] lr: 1.000e-06, eta: 0:20:17, time: 1.108, data_time: 0.026, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0266, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1306, s0.acc: 95.1575, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2089, s1.loss_cls: 0.0590, s1.acc: 95.5250, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1063, s2.loss_cls: 0.0290, s2.acc: 95.4829, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0502, loss: 0.9822 +2025-06-28 01:47:50,444 - mmdet - INFO - Epoch [36][6200/7330] lr: 1.000e-06, eta: 0:19:26, time: 1.065, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0269, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1313, s0.acc: 95.2319, s0.loss_bbox: 0.2108, s0.loss_mask: 0.2105, s1.loss_cls: 0.0590, s1.acc: 95.6136, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1059, s2.loss_cls: 0.0291, s2.acc: 95.5907, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0503, loss: 0.9850 +2025-06-28 01:48:41,617 - mmdet - INFO - Epoch [36][6250/7330] lr: 1.000e-06, eta: 0:18:34, time: 1.024, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0219, s0.loss_cls: 0.1343, s0.acc: 95.1406, s0.loss_bbox: 0.2130, s0.loss_mask: 0.2094, s1.loss_cls: 0.0592, s1.acc: 95.6660, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1056, s2.loss_cls: 0.0294, s2.acc: 95.5793, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0501, loss: 0.9902 +2025-06-28 01:49:30,189 - mmdet - INFO - Epoch [36][6300/7330] lr: 1.000e-06, eta: 0:17:42, time: 0.971, data_time: 0.024, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0238, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1284, s0.acc: 95.2925, s0.loss_bbox: 0.2085, s0.loss_mask: 0.2091, s1.loss_cls: 0.0568, s1.acc: 95.8094, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1062, s2.loss_cls: 0.0277, s2.acc: 95.7941, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0507, loss: 0.9688 +2025-06-28 01:50:18,887 - mmdet - INFO - Epoch [36][6350/7330] lr: 1.000e-06, eta: 0:16:51, time: 0.974, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0263, loss_rpn_bbox: 0.0194, s0.loss_cls: 0.1316, s0.acc: 95.1819, s0.loss_bbox: 0.2091, s0.loss_mask: 0.2087, s1.loss_cls: 0.0582, s1.acc: 95.6598, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1047, s2.loss_cls: 0.0287, s2.acc: 95.6068, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0496, loss: 0.9744 +2025-06-28 01:51:08,003 - mmdet - INFO - Epoch [36][6400/7330] lr: 1.000e-06, eta: 0:15:59, time: 0.982, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1394, s0.acc: 94.8311, s0.loss_bbox: 0.2217, s0.loss_mask: 0.2229, s1.loss_cls: 0.0627, s1.acc: 95.1919, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1114, s2.loss_cls: 0.0304, s2.acc: 95.2401, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0525, loss: 1.0356 +2025-06-28 01:51:58,976 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 01:51:58,976 - mmdet - INFO - Epoch [36][6450/7330] lr: 1.000e-06, eta: 0:15:08, time: 1.019, data_time: 0.031, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1359, s0.acc: 95.0122, s0.loss_bbox: 0.2165, s0.loss_mask: 0.2112, s1.loss_cls: 0.0611, s1.acc: 95.4304, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1051, s2.loss_cls: 0.0294, s2.acc: 95.3953, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0497, loss: 0.9929 +2025-06-28 01:52:50,183 - mmdet - INFO - Epoch [36][6500/7330] lr: 1.000e-06, eta: 0:14:16, time: 1.024, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0255, loss_rpn_bbox: 0.0207, s0.loss_cls: 0.1291, s0.acc: 95.2744, s0.loss_bbox: 0.2033, s0.loss_mask: 0.2029, s1.loss_cls: 0.0581, s1.acc: 95.6783, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1032, s2.loss_cls: 0.0283, s2.acc: 95.6761, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0487, loss: 0.9546 +2025-06-28 01:53:40,743 - mmdet - INFO - Epoch [36][6550/7330] lr: 1.000e-06, eta: 0:13:24, time: 1.011, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0272, loss_rpn_bbox: 0.0205, s0.loss_cls: 0.1347, s0.acc: 95.1099, s0.loss_bbox: 0.2117, s0.loss_mask: 0.2120, s1.loss_cls: 0.0617, s1.acc: 95.4923, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1054, s2.loss_cls: 0.0301, s2.acc: 95.3521, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0500, loss: 0.9923 +2025-06-28 01:54:41,412 - mmdet - INFO - Epoch [36][6600/7330] lr: 1.000e-06, eta: 0:12:33, time: 1.213, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1358, s0.acc: 95.0369, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2143, s1.loss_cls: 0.0613, s1.acc: 95.4551, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1069, s2.loss_cls: 0.0299, s2.acc: 95.5055, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0503, loss: 0.9986 +2025-06-28 01:55:29,726 - mmdet - INFO - Epoch [36][6650/7330] lr: 1.000e-06, eta: 0:11:41, time: 0.967, data_time: 0.026, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0256, loss_rpn_bbox: 0.0203, s0.loss_cls: 0.1305, s0.acc: 95.2502, s0.loss_bbox: 0.2087, s0.loss_mask: 0.2096, s1.loss_cls: 0.0583, s1.acc: 95.6900, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1056, s2.loss_cls: 0.0287, s2.acc: 95.6005, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0497, loss: 0.9746 +2025-06-28 01:56:20,757 - mmdet - INFO - Epoch [36][6700/7330] lr: 1.000e-06, eta: 0:10:50, time: 1.021, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0293, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1435, s0.acc: 94.7466, s0.loss_bbox: 0.2233, s0.loss_mask: 0.2150, s1.loss_cls: 0.0634, s1.acc: 95.2952, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1064, s2.loss_cls: 0.0308, s2.acc: 95.3560, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0499, loss: 1.0271 +2025-06-28 01:57:09,522 - mmdet - INFO - Epoch [36][6750/7330] lr: 1.000e-06, eta: 0:09:58, time: 0.975, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0249, loss_rpn_bbox: 0.0206, s0.loss_cls: 0.1316, s0.acc: 95.1428, s0.loss_bbox: 0.2125, s0.loss_mask: 0.2109, s1.loss_cls: 0.0594, s1.acc: 95.5319, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1065, s2.loss_cls: 0.0287, s2.acc: 95.5674, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0506, loss: 0.9857 +2025-06-28 01:57:58,103 - mmdet - INFO - Epoch [36][6800/7330] lr: 1.000e-06, eta: 0:09:06, time: 0.972, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0257, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1413, s0.acc: 94.8672, s0.loss_bbox: 0.2211, s0.loss_mask: 0.2161, s1.loss_cls: 0.0642, s1.acc: 95.3222, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1088, s2.loss_cls: 0.0316, s2.acc: 95.3460, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0513, loss: 1.0250 +2025-06-28 01:58:47,347 - mmdet - INFO - Epoch [36][6850/7330] lr: 1.000e-06, eta: 0:08:15, time: 0.985, data_time: 0.027, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0260, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1360, s0.acc: 95.0127, s0.loss_bbox: 0.2198, s0.loss_mask: 0.2127, s1.loss_cls: 0.0599, s1.acc: 95.5146, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1091, s2.loss_cls: 0.0298, s2.acc: 95.4108, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0514, loss: 1.0105 +2025-06-28 01:59:38,851 - mmdet - INFO - Epoch [36][6900/7330] lr: 1.000e-06, eta: 0:07:23, time: 1.030, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0268, loss_rpn_bbox: 0.0227, s0.loss_cls: 0.1341, s0.acc: 95.0994, s0.loss_bbox: 0.2181, s0.loss_mask: 0.2142, s1.loss_cls: 0.0591, s1.acc: 95.5547, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1082, s2.loss_cls: 0.0292, s2.acc: 95.5657, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0510, loss: 1.0063 +2025-06-28 02:00:32,191 - mmdet - INFO - Epoch [36][6950/7330] lr: 1.000e-06, eta: 0:06:32, time: 1.067, data_time: 0.025, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0230, loss_rpn_bbox: 0.0197, s0.loss_cls: 0.1263, s0.acc: 95.3862, s0.loss_bbox: 0.2045, s0.loss_mask: 0.2049, s1.loss_cls: 0.0563, s1.acc: 95.8045, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1040, s2.loss_cls: 0.0275, s2.acc: 95.8505, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0494, loss: 0.9516 +2025-06-28 02:01:29,255 - mmdet - INFO - Epoch [36][7000/7330] lr: 1.000e-06, eta: 0:05:40, time: 1.141, data_time: 0.030, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0221, s0.loss_cls: 0.1388, s0.acc: 94.8396, s0.loss_bbox: 0.2224, s0.loss_mask: 0.2195, s1.loss_cls: 0.0617, s1.acc: 95.3103, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1099, s2.loss_cls: 0.0301, s2.acc: 95.2912, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0517, loss: 1.0292 +2025-06-28 02:02:19,922 - mmdet - INFO - Epoch [36][7050/7330] lr: 1.000e-06, eta: 0:04:48, time: 1.013, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0277, loss_rpn_bbox: 0.0223, s0.loss_cls: 0.1329, s0.acc: 95.1431, s0.loss_bbox: 0.2126, s0.loss_mask: 0.2140, s1.loss_cls: 0.0599, s1.acc: 95.5168, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1083, s2.loss_cls: 0.0296, s2.acc: 95.4448, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0511, loss: 0.9975 +2025-06-28 02:03:11,445 - mmdet - INFO - Epoch [36][7100/7330] lr: 1.000e-06, eta: 0:03:57, time: 1.030, data_time: 0.027, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0262, loss_rpn_bbox: 0.0214, s0.loss_cls: 0.1391, s0.acc: 94.9124, s0.loss_bbox: 0.2239, s0.loss_mask: 0.2154, s1.loss_cls: 0.0628, s1.acc: 95.3221, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1090, s2.loss_cls: 0.0309, s2.acc: 95.2273, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0515, loss: 1.0265 +2025-06-28 02:03:59,854 - mmdet - INFO - Epoch [36][7150/7330] lr: 1.000e-06, eta: 0:03:05, time: 0.968, data_time: 0.029, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0279, loss_rpn_bbox: 0.0215, s0.loss_cls: 0.1392, s0.acc: 94.9355, s0.loss_bbox: 0.2191, s0.loss_mask: 0.2154, s1.loss_cls: 0.0620, s1.acc: 95.3719, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1082, s2.loss_cls: 0.0306, s2.acc: 95.3294, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0507, loss: 1.0165 +2025-06-28 02:04:48,620 - mmdet - INFO - Epoch [36][7200/7330] lr: 1.000e-06, eta: 0:02:14, time: 0.976, data_time: 0.037, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0278, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1327, s0.acc: 95.1206, s0.loss_bbox: 0.2110, s0.loss_mask: 0.2114, s1.loss_cls: 0.0602, s1.acc: 95.4515, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1062, s2.loss_cls: 0.0299, s2.acc: 95.3684, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0505, loss: 0.9912 +2025-06-28 02:05:36,928 - mmdet - INFO - Epoch [36][7250/7330] lr: 1.000e-06, eta: 0:01:22, time: 0.966, data_time: 0.028, memory: 17711, balance_loss: 0.0006, loss_rpn_cls: 0.0250, loss_rpn_bbox: 0.0204, s0.loss_cls: 0.1298, s0.acc: 95.2598, s0.loss_bbox: 0.1997, s0.loss_mask: 0.2037, s1.loss_cls: 0.0585, s1.acc: 95.6594, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1021, s2.loss_cls: 0.0288, s2.acc: 95.6262, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0484, loss: 0.9483 +2025-06-28 02:06:28,025 - mmdet - INFO - Epoch [36][7300/7330] lr: 1.000e-06, eta: 0:00:30, time: 1.022, data_time: 0.029, memory: 17711, balance_loss: 0.0007, loss_rpn_cls: 0.0259, loss_rpn_bbox: 0.0211, s0.loss_cls: 0.1303, s0.acc: 95.0891, s0.loss_bbox: 0.2121, s0.loss_mask: 0.2053, s1.loss_cls: 0.0590, s1.acc: 95.5315, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1035, s2.loss_cls: 0.0288, s2.acc: 95.5289, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0488, loss: 0.9747 +2025-06-28 02:07:08,669 - mmdet - INFO - Saving checkpoint at 36 epochs +2025-06-28 02:10:17,207 - mmdet - INFO - Evaluating bbox... +2025-06-28 02:10:44,790 - mmdet - INFO - Evaluating segm... +2025-06-28 02:11:17,460 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-06-28 02:11:17,460 - mmdet - INFO - Epoch(val) [36][7330] bbox_mAP: 0.5040, bbox_mAP_50: 0.6930, bbox_mAP_75: 0.5490, bbox_mAP_s: 0.3380, bbox_mAP_m: 0.5340, bbox_mAP_l: 0.6600, bbox_mAP_copypaste: 0.504 0.693 0.549 0.338 0.534 0.660, segm_mAP: 0.4360, segm_mAP_50: 0.6680, segm_mAP_75: 0.4680, segm_mAP_s: 0.2740, segm_mAP_m: 0.4660, segm_mAP_l: 0.5910, segm_mAP_copypaste: 0.436 0.668 0.468 0.274 0.466 0.591 diff --git a/mmdet/results/train/mona_llama_moe_2_8_1e-4/20250624_193305.log.json b/mmdet/results/train/mona_llama_moe_2_8_1e-4/20250624_193305.log.json new file mode 100644 index 0000000000000000000000000000000000000000..1c9be8cf738ddfbb1320eaddc032f6b14751da2d --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_2_8_1e-4/20250624_193305.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:df9f821c5849c1ae8fa751f96350ae042c14db37198350243b46111ce1c73ca1 +size 2595560 diff --git a/mmdet/results/train/mona_llama_moe_2_8_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py b/mmdet/results/train/mona_llama_moe_2_8_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..6185a7c0dfc69956e299f0ab66525c82df41f019 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_2_8_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_8.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_llama_moe_2_8_1e-4/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_llama_moe_2_8_1e-4/epoch_1.pth b/mmdet/results/train/mona_llama_moe_2_8_1e-4/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..af5784b4316aa550cd1a5512408ec6f128bb3125 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_2_8_1e-4/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:ce5ae42106a6cc130fa0b866985a0736e3da6ae3f57ad4cadce510106ac2b348 +size 1512371920 diff --git a/mmdet/results/train/mona_llama_moe_2_8_1e-4/epoch_36.pth b/mmdet/results/train/mona_llama_moe_2_8_1e-4/epoch_36.pth new file mode 100644 index 0000000000000000000000000000000000000000..80599137695c6e67f507e950a8f9fe20d26daa15 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_2_8_1e-4/epoch_36.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:55b45bd3774399eab3a6938e1978f1dd2e99a59fa61ca0ffd0751c9e5d43c9b4 +size 1512372112 diff --git a/mmdet/results/train/mona_llama_moe_2_8_1e-4/latest.pth b/mmdet/results/train/mona_llama_moe_2_8_1e-4/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..bad5a9a27fe497a4769ee93b770ae5a5e36ee9e0 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_2_8_1e-4/latest.pth @@ -0,0 +1 @@ +epoch_36.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_llama_moe_5_8_1e-4/20250702_125523.log b/mmdet/results/train/mona_llama_moe_5_8_1e-4/20250702_125523.log new file mode 100644 index 0000000000000000000000000000000000000000..cb695715e1b37696c379257634599386a34f13e4 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_5_8_1e-4/20250702_125523.log @@ -0,0 +1,613 @@ +2025-07-02 12:55:24,048 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+9022e00 +------------------------------------------------------------ + +2025-07-02 12:55:27,575 - mmdet - INFO - Distributed training: True +2025-07-02 12:55:30,976 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_8.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_llama_moe_5_8_1e-4/' +gpu_ids = range(0, 8) + +2025-07-02 12:56:15,818 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_8.pth +2025-07-02 12:56:16,553 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.1.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.1.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.1.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.1.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.1.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.1.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.2.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.2.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.2.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.3.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.3.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.3.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.4.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.4.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.4.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.5.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.5.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.5.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.6.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.6.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.6.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.7.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.7.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.7.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.8.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.8.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.8.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.9.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.9.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.9.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.10.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.10.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.10.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.11.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.11.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.11.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.12.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.12.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.12.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.13.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.13.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.13.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.14.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.14.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.14.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.15.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.15.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.15.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.16.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.16.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.16.mlp.fc1.gate.weight_noise.weight, backbone.layers.2.blocks.17.mlp.fc1.gate.gate_network.0.weight, backbone.layers.2.blocks.17.mlp.fc1.gate.gate_network.2.weight, backbone.layers.2.blocks.17.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.weight_noise.weight + +2025-07-02 12:56:16,596 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_llama_moe_5_8_1e-4 +2025-07-02 12:56:16,597 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-07-02 12:56:16,597 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-07-02 12:56:16,598 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_llama_moe_5_8_1e-4 by HardDiskBackend. +2025-07-02 12:58:28,211 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 8 days, 0:53:05, time: 2.632, data_time: 1.579, memory: 21698, balance_loss: 0.0045, loss_rpn_cls: 0.0864, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.3122, s0.acc: 92.0986, s0.loss_bbox: 0.2536, s0.loss_mask: 0.3424, s1.loss_cls: 0.1452, s1.acc: 92.4118, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1652, s2.loss_cls: 0.0654, s2.acc: 93.0664, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0756, loss: 1.6268 +2025-07-02 12:59:18,589 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 13:19:34, time: 1.007, data_time: 0.028, memory: 21698, balance_loss: 0.0032, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2797, s0.acc: 92.3184, s0.loss_bbox: 0.2496, s0.loss_mask: 0.3049, s1.loss_cls: 0.1309, s1.acc: 92.6028, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1463, s2.loss_cls: 0.0598, s2.acc: 93.0062, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0676, loss: 1.4786 +2025-07-02 13:00:09,020 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 17:29:24, time: 1.008, data_time: 0.028, memory: 21698, balance_loss: 0.0023, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2742, s0.acc: 92.1995, s0.loss_bbox: 0.2583, s0.loss_mask: 0.3022, s1.loss_cls: 0.1269, s1.acc: 92.4707, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1458, s2.loss_cls: 0.0574, s2.acc: 93.0941, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0673, loss: 1.4752 +2025-07-02 13:01:00,137 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 4 days, 7:49:38, time: 1.023, data_time: 0.027, memory: 21698, balance_loss: 0.0018, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2629, s0.acc: 92.2280, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2874, s1.loss_cls: 0.1221, s1.acc: 92.5153, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1375, s2.loss_cls: 0.0565, s2.acc: 92.9050, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0631, loss: 1.4422 +2025-07-02 13:02:05,371 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 4 days, 6:09:18, time: 1.305, data_time: 0.026, memory: 21698, balance_loss: 0.0013, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2491, s0.acc: 92.4004, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2798, s1.loss_cls: 0.1169, s1.acc: 92.7210, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1342, s2.loss_cls: 0.0545, s2.acc: 92.9300, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0614, loss: 1.4104 +2025-07-02 13:02:55,969 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 4 days, 1:27:44, time: 1.012, data_time: 0.029, memory: 21698, balance_loss: 0.0012, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2301, s0.acc: 92.8999, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2780, s1.loss_cls: 0.1065, s1.acc: 93.1795, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1358, s2.loss_cls: 0.0491, s2.acc: 93.5397, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0632, loss: 1.3465 +2025-07-02 13:03:45,895 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 21:57:48, time: 0.998, data_time: 0.027, memory: 21698, balance_loss: 0.0011, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2259, s0.acc: 93.0745, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2695, s1.loss_cls: 0.1055, s1.acc: 93.3403, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1297, s2.loss_cls: 0.0492, s2.acc: 93.6529, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0601, loss: 1.3061 +2025-07-02 13:04:36,124 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 19:23:36, time: 1.005, data_time: 0.024, memory: 21698, balance_loss: 0.0010, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2317, s0.acc: 92.9746, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2729, s1.loss_cls: 0.1077, s1.acc: 93.2900, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1327, s2.loss_cls: 0.0500, s2.acc: 93.5254, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0620, loss: 1.3462 +2025-07-02 13:05:26,576 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 17:25:40, time: 1.009, data_time: 0.024, memory: 21698, balance_loss: 0.0009, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2199, s0.acc: 93.1548, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2692, s1.loss_cls: 0.1001, s1.acc: 93.4811, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1311, s2.loss_cls: 0.0468, s2.acc: 93.7126, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0609, loss: 1.2979 +2025-07-02 13:06:16,765 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 15:48:44, time: 1.004, data_time: 0.020, memory: 21698, balance_loss: 0.0009, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2262, s0.acc: 92.9531, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2706, s1.loss_cls: 0.1065, s1.acc: 93.2320, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1321, s2.loss_cls: 0.0495, s2.acc: 93.4644, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0611, loss: 1.3319 +2025-07-02 13:07:06,983 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 14:29:32, time: 1.004, data_time: 0.022, memory: 21698, balance_loss: 0.0009, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2123, s0.acc: 93.3240, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2651, s1.loss_cls: 0.0971, s1.acc: 93.7061, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1288, s2.loss_cls: 0.0459, s2.acc: 93.7669, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0593, loss: 1.2781 +2025-07-02 13:07:57,390 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 13:24:49, time: 1.008, data_time: 0.024, memory: 21698, balance_loss: 0.0008, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2200, s0.acc: 93.1748, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2591, s1.loss_cls: 0.1018, s1.acc: 93.5413, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1255, s2.loss_cls: 0.0472, s2.acc: 93.8184, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0585, loss: 1.2827 +2025-07-02 13:08:58,725 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 13:43:40, time: 1.227, data_time: 0.026, memory: 21698, balance_loss: 0.0007, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2178, s0.acc: 92.9668, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2596, s1.loss_cls: 0.1007, s1.acc: 93.2953, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1271, s2.loss_cls: 0.0478, s2.acc: 93.5762, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0594, loss: 1.2954 +2025-07-02 13:09:48,853 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 12:49:30, time: 1.003, data_time: 0.024, memory: 21698, balance_loss: 0.0007, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2175, s0.acc: 92.9810, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2650, s1.loss_cls: 0.1004, s1.acc: 93.2071, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1288, s2.loss_cls: 0.0471, s2.acc: 93.5041, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0598, loss: 1.3094 +2025-07-02 13:10:38,321 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 11:58:32, time: 0.989, data_time: 0.024, memory: 21698, balance_loss: 0.0007, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2056, s0.acc: 93.3123, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2571, s1.loss_cls: 0.0954, s1.acc: 93.6533, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1251, s2.loss_cls: 0.0450, s2.acc: 93.9220, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0585, loss: 1.2547 +2025-07-02 13:11:27,817 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 11:14:00, time: 0.990, data_time: 0.031, memory: 21698, balance_loss: 0.0006, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2057, s0.acc: 93.3857, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2578, s1.loss_cls: 0.0949, s1.acc: 93.6739, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1249, s2.loss_cls: 0.0446, s2.acc: 93.8285, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0580, loss: 1.2556 +2025-07-02 13:12:17,743 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 10:36:52, time: 0.999, data_time: 0.028, memory: 21698, balance_loss: 0.0006, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2002, s0.acc: 93.4236, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2637, s1.loss_cls: 0.0928, s1.acc: 93.6654, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1289, s2.loss_cls: 0.0438, s2.acc: 93.8355, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0603, loss: 1.2537 +2025-07-02 13:13:07,219 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 3 days, 10:01:31, time: 0.989, data_time: 0.027, memory: 21698, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2099, s0.acc: 93.2744, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2628, s1.loss_cls: 0.0981, s1.acc: 93.5209, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1287, s2.loss_cls: 0.0464, s2.acc: 93.7224, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0600, loss: 1.2899 +2025-07-02 13:13:57,236 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 3 days, 9:32:19, time: 1.000, data_time: 0.022, memory: 21698, balance_loss: 0.0006, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2003, s0.acc: 93.5461, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2547, s1.loss_cls: 0.0916, s1.acc: 93.8538, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1252, s2.loss_cls: 0.0429, s2.acc: 94.2533, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0581, loss: 1.2393 +2025-07-02 13:14:47,013 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-07-02 13:14:47,013 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 3 days, 9:04:46, time: 0.995, data_time: 0.022, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2069, s0.acc: 93.2595, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2551, s1.loss_cls: 0.0952, s1.acc: 93.5391, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1243, s2.loss_cls: 0.0452, s2.acc: 93.6667, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0577, loss: 1.2559 +2025-07-02 13:15:56,799 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 3 days, 10:03:31, time: 1.396, data_time: 0.024, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1938, s0.acc: 93.6470, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2518, s1.loss_cls: 0.0887, s1.acc: 93.9740, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1234, s2.loss_cls: 0.0418, s2.acc: 94.2758, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0575, loss: 1.2167 +2025-07-02 13:16:44,870 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 3 days, 9:30:13, time: 0.961, data_time: 0.023, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1934, s0.acc: 93.6704, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2551, s1.loss_cls: 0.0900, s1.acc: 93.9307, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1252, s2.loss_cls: 0.0430, s2.acc: 93.9533, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0580, loss: 1.2126 +2025-07-02 13:17:33,680 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 3 days, 9:02:33, time: 0.976, data_time: 0.025, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2014, s0.acc: 93.4297, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2591, s1.loss_cls: 0.0934, s1.acc: 93.6268, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1277, s2.loss_cls: 0.0443, s2.acc: 93.6808, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0593, loss: 1.2629 +2025-07-02 13:18:22,632 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 3 days, 8:37:38, time: 0.979, data_time: 0.025, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2003, s0.acc: 93.3601, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2580, s1.loss_cls: 0.0944, s1.acc: 93.6558, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1260, s2.loss_cls: 0.0446, s2.acc: 93.7693, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0587, loss: 1.2572 +2025-07-02 13:19:10,593 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 3 days, 8:11:09, time: 0.959, data_time: 0.025, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1936, s0.acc: 93.6946, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2525, s1.loss_cls: 0.0893, s1.acc: 93.9175, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1233, s2.loss_cls: 0.0428, s2.acc: 94.0574, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0577, loss: 1.2051 +2025-07-02 13:19:59,326 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 3 days, 7:49:18, time: 0.975, data_time: 0.024, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1953, s0.acc: 93.6196, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2518, s1.loss_cls: 0.0925, s1.acc: 93.7325, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1239, s2.loss_cls: 0.0440, s2.acc: 93.8915, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0577, loss: 1.2199 +2025-07-02 13:20:48,539 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 3 days, 7:30:33, time: 0.984, data_time: 0.026, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1981, s0.acc: 93.4673, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2504, s1.loss_cls: 0.0920, s1.acc: 93.7890, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1239, s2.loss_cls: 0.0436, s2.acc: 93.9530, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0576, loss: 1.2362 +2025-07-02 13:21:36,394 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 3 days, 7:08:51, time: 0.957, data_time: 0.020, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1843, s0.acc: 94.0496, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2435, s1.loss_cls: 0.0848, s1.acc: 94.2850, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1194, s2.loss_cls: 0.0405, s2.acc: 94.3298, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0560, loss: 1.1633 +2025-07-02 13:22:32,901 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 3 days, 7:14:35, time: 1.130, data_time: 0.023, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1933, s0.acc: 93.6177, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2498, s1.loss_cls: 0.0887, s1.acc: 93.9880, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1226, s2.loss_cls: 0.0421, s2.acc: 94.1195, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0574, loss: 1.2174 +2025-07-02 13:23:29,117 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 3 days, 7:19:10, time: 1.125, data_time: 0.026, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1935, s0.acc: 93.5239, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2539, s1.loss_cls: 0.0898, s1.acc: 93.9006, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1250, s2.loss_cls: 0.0429, s2.acc: 93.9969, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0588, loss: 1.2310 +2025-07-02 13:24:17,805 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 3 days, 7:02:07, time: 0.974, data_time: 0.029, memory: 21698, balance_loss: 0.0005, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1890, s0.acc: 93.5908, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2506, s1.loss_cls: 0.0879, s1.acc: 93.8166, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1220, s2.loss_cls: 0.0422, s2.acc: 93.9235, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0572, loss: 1.2108 +2025-07-02 13:25:05,795 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 3 days, 6:44:09, time: 0.960, data_time: 0.023, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1917, s0.acc: 93.5811, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2533, s1.loss_cls: 0.0902, s1.acc: 93.7888, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1244, s2.loss_cls: 0.0434, s2.acc: 93.8748, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0584, loss: 1.2256 +2025-07-02 13:25:54,656 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 3 days, 6:29:32, time: 0.977, data_time: 0.029, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1861, s0.acc: 93.8123, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2469, s1.loss_cls: 0.0864, s1.acc: 94.1004, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1205, s2.loss_cls: 0.0414, s2.acc: 94.1816, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0566, loss: 1.1835 +2025-07-02 13:26:43,327 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 3 days, 6:15:15, time: 0.973, data_time: 0.022, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1943, s0.acc: 93.5156, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2489, s1.loss_cls: 0.0895, s1.acc: 93.8823, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1221, s2.loss_cls: 0.0428, s2.acc: 93.9270, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0570, loss: 1.2175 +2025-07-02 13:27:32,133 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 3 days, 6:02:01, time: 0.976, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2012, s0.acc: 93.4895, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2510, s1.loss_cls: 0.0920, s1.acc: 93.7919, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1227, s2.loss_cls: 0.0440, s2.acc: 93.9080, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0571, loss: 1.2351 +2025-07-02 13:28:20,876 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 3 days, 5:49:27, time: 0.975, data_time: 0.024, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2022, s0.acc: 93.5105, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2519, s1.loss_cls: 0.0933, s1.acc: 93.8210, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1231, s2.loss_cls: 0.0441, s2.acc: 93.9340, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0573, loss: 1.2393 +2025-07-02 13:29:09,933 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 3 days, 5:38:11, time: 0.981, data_time: 0.033, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2016, s0.acc: 93.2983, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2486, s1.loss_cls: 0.0946, s1.acc: 93.4929, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1219, s2.loss_cls: 0.0447, s2.acc: 93.6339, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0570, loss: 1.2371 +2025-07-02 13:30:18,445 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 3 days, 6:12:10, time: 1.370, data_time: 0.024, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1856, s0.acc: 93.8496, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2528, s1.loss_cls: 0.0871, s1.acc: 94.1435, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1240, s2.loss_cls: 0.0415, s2.acc: 94.2827, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0582, loss: 1.1965 +2025-07-02 13:31:07,179 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 3 days, 6:00:05, time: 0.975, data_time: 0.024, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1838, s0.acc: 93.8313, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2407, s1.loss_cls: 0.0854, s1.acc: 94.1545, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1187, s2.loss_cls: 0.0413, s2.acc: 94.1325, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0558, loss: 1.1732 +2025-07-02 13:31:56,148 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-07-02 13:31:56,148 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 3 days, 5:49:04, time: 0.979, data_time: 0.028, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1935, s0.acc: 93.6133, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2474, s1.loss_cls: 0.0897, s1.acc: 93.8377, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1216, s2.loss_cls: 0.0428, s2.acc: 93.9132, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.2044 +2025-07-02 13:32:45,266 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 3 days, 5:38:53, time: 0.982, data_time: 0.024, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1969, s0.acc: 93.4460, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2523, s1.loss_cls: 0.0925, s1.acc: 93.6907, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1231, s2.loss_cls: 0.0438, s2.acc: 93.7479, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0575, loss: 1.2335 +2025-07-02 13:33:33,755 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 3 days, 5:27:50, time: 0.970, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1874, s0.acc: 93.7849, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2433, s1.loss_cls: 0.0864, s1.acc: 94.0517, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1204, s2.loss_cls: 0.0412, s2.acc: 94.1879, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0560, loss: 1.1849 +2025-07-02 13:34:22,335 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 3 days, 5:17:27, time: 0.972, data_time: 0.023, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1837, s0.acc: 93.8245, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2482, s1.loss_cls: 0.0852, s1.acc: 94.1270, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1223, s2.loss_cls: 0.0412, s2.acc: 94.1742, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0573, loss: 1.1903 +2025-07-02 13:35:11,193 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 3 days, 5:08:02, time: 0.977, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1931, s0.acc: 93.6047, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2445, s1.loss_cls: 0.0893, s1.acc: 93.9235, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1207, s2.loss_cls: 0.0427, s2.acc: 94.0086, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.2016 +2025-07-02 13:35:59,585 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 3 days, 4:58:06, time: 0.968, data_time: 0.026, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1852, s0.acc: 93.7393, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2417, s1.loss_cls: 0.0863, s1.acc: 94.0585, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1191, s2.loss_cls: 0.0414, s2.acc: 94.1331, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0554, loss: 1.1794 +2025-07-02 13:37:09,408 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 3 days, 5:29:11, time: 1.396, data_time: 0.023, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2008, s0.acc: 93.3813, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2496, s1.loss_cls: 0.0926, s1.acc: 93.7594, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1221, s2.loss_cls: 0.0444, s2.acc: 93.7765, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0575, loss: 1.2487 +2025-07-02 13:37:57,541 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 3 days, 5:18:41, time: 0.963, data_time: 0.021, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1815, s0.acc: 93.9387, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2443, s1.loss_cls: 0.0838, s1.acc: 94.2205, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1194, s2.loss_cls: 0.0403, s2.acc: 94.3219, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0559, loss: 1.1682 +2025-07-02 13:38:45,946 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 3 days, 5:09:04, time: 0.968, data_time: 0.022, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1923, s0.acc: 93.5818, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2498, s1.loss_cls: 0.0896, s1.acc: 93.8602, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1212, s2.loss_cls: 0.0432, s2.acc: 93.9519, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0563, loss: 1.2066 +2025-07-02 13:39:34,605 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 3 days, 5:00:13, time: 0.973, data_time: 0.027, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1927, s0.acc: 93.5000, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2503, s1.loss_cls: 0.0906, s1.acc: 93.7021, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1232, s2.loss_cls: 0.0435, s2.acc: 93.7930, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0570, loss: 1.2335 +2025-07-02 13:40:23,098 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 3 days, 4:51:30, time: 0.970, data_time: 0.020, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1848, s0.acc: 93.9280, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2378, s1.loss_cls: 0.0860, s1.acc: 94.1514, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1179, s2.loss_cls: 0.0407, s2.acc: 94.3786, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0553, loss: 1.1667 +2025-07-02 13:41:11,271 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 3 days, 4:42:29, time: 0.963, data_time: 0.022, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1941, s0.acc: 93.5264, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2535, s1.loss_cls: 0.0897, s1.acc: 93.7970, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1241, s2.loss_cls: 0.0431, s2.acc: 93.8811, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0580, loss: 1.2245 +2025-07-02 13:41:59,880 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 3 days, 4:34:31, time: 0.972, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1907, s0.acc: 93.7168, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2395, s1.loss_cls: 0.0884, s1.acc: 93.9960, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1183, s2.loss_cls: 0.0425, s2.acc: 94.0753, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0554, loss: 1.1894 +2025-07-02 13:42:48,779 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 3 days, 4:27:19, time: 0.978, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1873, s0.acc: 93.7534, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2455, s1.loss_cls: 0.0874, s1.acc: 94.0282, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1217, s2.loss_cls: 0.0420, s2.acc: 94.0656, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0570, loss: 1.2024 +2025-07-02 13:43:54,106 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 3 days, 4:42:23, time: 1.251, data_time: 0.027, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1872, s0.acc: 93.6235, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2484, s1.loss_cls: 0.0881, s1.acc: 93.8361, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1221, s2.loss_cls: 0.0428, s2.acc: 93.8556, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0570, loss: 1.2126 +2025-07-02 13:44:42,314 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 3 days, 4:38:29, time: 1.019, data_time: 0.080, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1828, s0.acc: 93.8555, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2413, s1.loss_cls: 0.0843, s1.acc: 94.2069, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1199, s2.loss_cls: 0.0407, s2.acc: 94.3324, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0569, loss: 1.1746 +2025-07-02 13:45:30,488 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 3 days, 4:30:22, time: 0.963, data_time: 0.027, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1835, s0.acc: 93.8899, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2401, s1.loss_cls: 0.0860, s1.acc: 94.0564, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1190, s2.loss_cls: 0.0412, s2.acc: 94.1673, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0554, loss: 1.1647 +2025-07-02 13:46:19,162 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 3 days, 4:23:16, time: 0.973, data_time: 0.028, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1852, s0.acc: 93.8083, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2463, s1.loss_cls: 0.0868, s1.acc: 93.9897, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1196, s2.loss_cls: 0.0423, s2.acc: 93.9719, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0560, loss: 1.1939 +2025-07-02 13:47:07,365 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 3 days, 4:15:42, time: 0.964, data_time: 0.028, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1823, s0.acc: 93.8904, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2470, s1.loss_cls: 0.0853, s1.acc: 94.1023, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1210, s2.loss_cls: 0.0408, s2.acc: 94.1597, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0564, loss: 1.1793 +2025-07-02 13:47:56,072 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 3 days, 4:09:02, time: 0.974, data_time: 0.021, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1809, s0.acc: 93.9258, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2377, s1.loss_cls: 0.0854, s1.acc: 94.0653, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1178, s2.loss_cls: 0.0412, s2.acc: 94.1025, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1650 +2025-07-02 13:48:44,210 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py +2025-07-02 13:48:44,211 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 3 days, 4:01:50, time: 0.963, data_time: 0.023, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1843, s0.acc: 93.7048, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2489, s1.loss_cls: 0.0849, s1.acc: 94.0368, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1223, s2.loss_cls: 0.0408, s2.acc: 94.1490, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.2024 +2025-07-02 13:49:32,724 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 3 days, 3:55:20, time: 0.970, data_time: 0.028, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1877, s0.acc: 93.6897, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2545, s1.loss_cls: 0.0882, s1.acc: 93.8731, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1257, s2.loss_cls: 0.0416, s2.acc: 94.0650, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0591, loss: 1.2225 +2025-07-02 13:50:21,384 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 3 days, 3:49:11, time: 0.973, data_time: 0.022, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1893, s0.acc: 93.6362, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2475, s1.loss_cls: 0.0886, s1.acc: 93.8217, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1223, s2.loss_cls: 0.0421, s2.acc: 93.9657, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0575, loss: 1.2041 +2025-07-02 13:51:22,019 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 3 days, 3:59:46, time: 1.213, data_time: 0.022, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1820, s0.acc: 93.9199, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2402, s1.loss_cls: 0.0854, s1.acc: 94.1666, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1190, s2.loss_cls: 0.0408, s2.acc: 94.2147, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0561, loss: 1.1652 +2025-07-02 13:52:10,664 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 3 days, 3:53:44, time: 0.973, data_time: 0.026, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1929, s0.acc: 93.5549, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2405, s1.loss_cls: 0.0904, s1.acc: 93.7999, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1180, s2.loss_cls: 0.0426, s2.acc: 93.9240, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0552, loss: 1.1951 +2025-07-02 13:52:59,547 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 3 days, 3:48:09, time: 0.978, data_time: 0.022, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1925, s0.acc: 93.5605, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2489, s1.loss_cls: 0.0899, s1.acc: 93.8169, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1241, s2.loss_cls: 0.0432, s2.acc: 93.8767, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0589, loss: 1.2253 +2025-07-02 13:53:47,857 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 3 days, 3:41:58, time: 0.966, data_time: 0.023, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1897, s0.acc: 93.5981, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2453, s1.loss_cls: 0.0888, s1.acc: 93.8614, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1204, s2.loss_cls: 0.0431, s2.acc: 93.8512, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0569, loss: 1.2072 +2025-07-02 13:54:36,544 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 3 days, 3:36:25, time: 0.974, data_time: 0.024, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1867, s0.acc: 93.8193, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2463, s1.loss_cls: 0.0882, s1.acc: 94.0322, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1224, s2.loss_cls: 0.0428, s2.acc: 94.0282, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0572, loss: 1.1951 +2025-07-02 13:55:25,354 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 3 days, 3:31:10, time: 0.976, data_time: 0.027, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1858, s0.acc: 93.6411, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2451, s1.loss_cls: 0.0868, s1.acc: 93.8109, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1216, s2.loss_cls: 0.0416, s2.acc: 93.9548, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.2006 +2025-07-02 13:56:13,819 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 3 days, 3:25:37, time: 0.969, data_time: 0.022, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1877, s0.acc: 93.7153, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2454, s1.loss_cls: 0.0871, s1.acc: 94.0572, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1212, s2.loss_cls: 0.0423, s2.acc: 94.0259, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0568, loss: 1.1976 +2025-07-02 13:57:02,430 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 3 days, 3:20:22, time: 0.972, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1867, s0.acc: 93.8547, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2456, s1.loss_cls: 0.0869, s1.acc: 94.1400, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1212, s2.loss_cls: 0.0416, s2.acc: 94.1682, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1949 +2025-07-02 13:58:12,861 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 3 days, 3:41:57, time: 1.409, data_time: 0.026, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1857, s0.acc: 93.8430, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2442, s1.loss_cls: 0.0860, s1.acc: 94.1098, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1206, s2.loss_cls: 0.0419, s2.acc: 94.0926, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0570, loss: 1.1885 +2025-07-02 13:59:01,271 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 3 days, 3:36:20, time: 0.968, data_time: 0.027, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1838, s0.acc: 93.7742, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2470, s1.loss_cls: 0.0856, s1.acc: 94.0677, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1223, s2.loss_cls: 0.0415, s2.acc: 94.1235, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0573, loss: 1.1934 +2025-07-02 13:59:49,993 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 3 days, 3:31:12, time: 0.974, data_time: 0.023, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1887, s0.acc: 93.6582, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2446, s1.loss_cls: 0.0888, s1.acc: 93.8015, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1202, s2.loss_cls: 0.0425, s2.acc: 93.9605, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0561, loss: 1.2001 +2025-07-02 14:00:38,867 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 3 days, 3:26:25, time: 0.978, data_time: 0.023, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1817, s0.acc: 93.8740, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2365, s1.loss_cls: 0.0839, s1.acc: 94.1783, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1173, s2.loss_cls: 0.0401, s2.acc: 94.2137, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1747 +2025-07-02 14:01:27,482 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 3 days, 3:21:25, time: 0.972, data_time: 0.022, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1954, s0.acc: 93.4277, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2490, s1.loss_cls: 0.0909, s1.acc: 93.7575, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1224, s2.loss_cls: 0.0440, s2.acc: 93.7369, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0569, loss: 1.2399 +2025-07-02 14:02:16,051 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 3 days, 3:16:27, time: 0.971, data_time: 0.025, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1908, s0.acc: 93.6335, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2441, s1.loss_cls: 0.0895, s1.acc: 93.9461, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1195, s2.loss_cls: 0.0424, s2.acc: 94.0255, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0560, loss: 1.1946 +2025-07-02 14:03:05,063 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 3 days, 3:12:07, time: 0.980, data_time: 0.026, memory: 21698, balance_loss: 0.0004, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1896, s0.acc: 93.5769, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2500, s1.loss_cls: 0.0897, s1.acc: 93.7279, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1225, s2.loss_cls: 0.0429, s2.acc: 93.8040, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0573, loss: 1.2213 +2025-07-02 14:03:53,578 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 3 days, 3:07:19, time: 0.970, data_time: 0.023, memory: 21698, balance_loss: 0.0003, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1896, s0.acc: 93.6399, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2460, s1.loss_cls: 0.0871, s1.acc: 93.8847, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1210, s2.loss_cls: 0.0422, s2.acc: 93.8701, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0563, loss: 1.2051 diff --git a/mmdet/results/train/mona_llama_moe_5_8_1e-4/20250702_125523.log.json b/mmdet/results/train/mona_llama_moe_5_8_1e-4/20250702_125523.log.json new file mode 100644 index 0000000000000000000000000000000000000000..83d209e1d3d9929f1b0b485511194b7a7624f764 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_5_8_1e-4/20250702_125523.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:cade930c7d3e39be1fc2ffc7f13ecd49a45e41b0ab4a3fa5b44af4d09783e68a +size 57221 diff --git a/mmdet/results/train/mona_llama_moe_5_8_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py b/mmdet/results/train/mona_llama_moe_5_8_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..746c6761a1528457e3735f4735e71f62d5a2ad18 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_5_8_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_8.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_llama_moe_5_8_1e-4/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/20250620_180057.log b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/20250620_180057.log new file mode 100644 index 0000000000000000000000000000000000000000..b465aeb86f0f50c315eaf86b8b757976e3ef9dff --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/20250620_180057.log @@ -0,0 +1,878 @@ +2025-06-20 18:00:57,183 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+6a88531 +------------------------------------------------------------ + +2025-06-20 18:01:00,495 - mmdet - INFO - Distributed training: True +2025-06-20 18:01:03,940 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_llama_moe_distill', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=1, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=5e-05, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_distill_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_llama_moe_distill_4_16_1e-4/' +gpu_ids = range(0, 8) + +2025-06-20 18:02:10,983 - mmdet - 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StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-20 18:02:11,982 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-20 18:02:11,983 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_llama_moe_distill_4_16_1e-4 by HardDiskBackend. +2025-06-20 18:04:22,619 - mmdet - INFO - Epoch [1][50/14659] lr: 4.945e-06, eta: 15 days, 22:52:49, time: 2.612, data_time: 1.645, memory: 11234, balance_loss: 0.0458, distill_loss: 0.3336, loss_rpn_cls: 0.2903, loss_rpn_bbox: 0.0619, s0.loss_cls: 0.6106, s0.acc: 93.8818, s0.loss_bbox: 0.2437, s0.loss_mask: 0.6960, s1.loss_cls: 0.2131, s1.acc: 96.6313, s1.loss_bbox: 0.0429, s1.loss_mask: 0.3567, s2.loss_cls: 0.0681, s2.acc: 97.8604, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1682, loss: 3.1363 +2025-06-20 18:05:25,403 - mmdet - INFO - Epoch [1][100/14659] lr: 9.940e-06, eta: 11 days, 19:26:50, time: 1.256, data_time: 0.016, memory: 11234, balance_loss: 0.0412, distill_loss: 0.2732, loss_rpn_cls: 0.2578, loss_rpn_bbox: 0.0572, s0.loss_cls: 0.4712, s0.acc: 94.1504, s0.loss_bbox: 0.2130, s0.loss_mask: 0.6403, s1.loss_cls: 0.1540, s1.acc: 96.6929, s1.loss_bbox: 0.0378, s1.loss_mask: 0.3116, s2.loss_cls: 0.0543, s2.acc: 97.8447, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1508, loss: 2.6678 +2025-06-20 18:06:10,075 - mmdet - INFO - Epoch [1][150/14659] lr: 1.494e-05, eta: 9 days, 16:35:33, time: 0.893, data_time: 0.016, memory: 11234, balance_loss: 0.0337, distill_loss: 0.2536, loss_rpn_cls: 0.2632, loss_rpn_bbox: 0.0637, s0.loss_cls: 0.4391, s0.acc: 93.8691, s0.loss_bbox: 0.2184, s0.loss_mask: 0.6271, s1.loss_cls: 0.1385, s1.acc: 96.5039, s1.loss_bbox: 0.0375, s1.loss_mask: 0.3041, s2.loss_cls: 0.0482, s2.acc: 97.7861, s2.loss_bbox: 0.0051, s2.loss_mask: 0.1488, loss: 2.5810 +2025-06-20 18:06:52,960 - mmdet - INFO - Epoch [1][200/14659] lr: 1.993e-05, eta: 8 days, 13:50:27, time: 0.857, data_time: 0.012, memory: 11402, balance_loss: 0.0240, distill_loss: 0.1952, loss_rpn_cls: 0.2396, loss_rpn_bbox: 0.0550, s0.loss_cls: 0.4165, s0.acc: 93.9507, s0.loss_bbox: 0.2089, s0.loss_mask: 0.6212, s1.loss_cls: 0.1334, s1.acc: 96.4038, s1.loss_bbox: 0.0388, s1.loss_mask: 0.3010, s2.loss_cls: 0.0444, s2.acc: 97.7866, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1460, loss: 2.4295 +2025-06-20 18:07:35,320 - mmdet - INFO - Epoch [1][250/14659] lr: 2.493e-05, eta: 7 days, 21:28:40, time: 0.847, data_time: 0.014, memory: 11402, balance_loss: 0.0162, distill_loss: 0.2014, loss_rpn_cls: 0.2508, loss_rpn_bbox: 0.0596, s0.loss_cls: 0.3941, s0.acc: 94.0713, s0.loss_bbox: 0.1971, s0.loss_mask: 0.6044, s1.loss_cls: 0.1292, s1.acc: 96.3486, s1.loss_bbox: 0.0374, s1.loss_mask: 0.2935, s2.loss_cls: 0.0429, s2.acc: 97.7378, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1433, loss: 2.3750 +2025-06-20 18:08:17,796 - mmdet - INFO - Epoch [1][300/14659] lr: 2.992e-05, eta: 7 days, 10:37:51, time: 0.850, data_time: 0.013, memory: 11402, balance_loss: 0.0133, distill_loss: 0.2653, loss_rpn_cls: 0.2592, loss_rpn_bbox: 0.0600, s0.loss_cls: 0.3945, s0.acc: 93.8848, s0.loss_bbox: 0.2009, s0.loss_mask: 0.6047, s1.loss_cls: 0.1283, s1.acc: 96.2549, s1.loss_bbox: 0.0380, s1.loss_mask: 0.2913, s2.loss_cls: 0.0433, s2.acc: 97.6431, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1422, loss: 2.4465 +2025-06-20 18:09:19,960 - mmdet - INFO - Epoch [1][350/14659] lr: 3.492e-05, eta: 7 days, 11:06:47, time: 1.243, data_time: 0.015, memory: 11402, balance_loss: 0.0158, distill_loss: 0.3450, loss_rpn_cls: 0.2261, loss_rpn_bbox: 0.0560, s0.loss_cls: 0.3891, s0.acc: 93.9521, s0.loss_bbox: 0.2032, s0.loss_mask: 0.6053, s1.loss_cls: 0.1257, s1.acc: 96.3140, s1.loss_bbox: 0.0394, s1.loss_mask: 0.2916, s2.loss_cls: 0.0400, s2.acc: 97.7783, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1423, loss: 2.4851 +2025-06-20 18:10:01,682 - mmdet - INFO - Epoch [1][400/14659] lr: 3.991e-05, eta: 7 days, 3:59:12, time: 0.834, data_time: 0.013, memory: 11402, balance_loss: 0.0118, distill_loss: 0.1816, loss_rpn_cls: 0.2203, loss_rpn_bbox: 0.0540, s0.loss_cls: 0.3803, s0.acc: 93.9360, s0.loss_bbox: 0.2026, s0.loss_mask: 0.6096, s1.loss_cls: 0.1229, s1.acc: 96.2671, s1.loss_bbox: 0.0400, s1.loss_mask: 0.2961, s2.loss_cls: 0.0399, s2.acc: 97.7319, s2.loss_bbox: 0.0058, s2.loss_mask: 0.1435, loss: 2.3086 +2025-06-20 18:10:43,567 - mmdet - INFO - Epoch [1][450/14659] lr: 4.491e-05, eta: 6 days, 22:29:14, time: 0.837, data_time: 0.016, memory: 11402, balance_loss: 0.0075, distill_loss: 0.1280, loss_rpn_cls: 0.2351, loss_rpn_bbox: 0.0564, s0.loss_cls: 0.3810, s0.acc: 93.9624, s0.loss_bbox: 0.2001, s0.loss_mask: 0.5919, s1.loss_cls: 0.1193, s1.acc: 96.3667, s1.loss_bbox: 0.0371, s1.loss_mask: 0.2855, s2.loss_cls: 0.0385, s2.acc: 97.7358, s2.loss_bbox: 0.0053, s2.loss_mask: 0.1380, loss: 2.2237 +2025-06-20 18:11:25,051 - mmdet - INFO - Epoch [1][500/14659] lr: 4.990e-05, eta: 6 days, 17:58:47, time: 0.830, data_time: 0.015, memory: 11476, balance_loss: 0.0053, distill_loss: 0.0938, loss_rpn_cls: 0.2039, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.3638, s0.acc: 94.3335, s0.loss_bbox: 0.1858, s0.loss_mask: 0.5837, s1.loss_cls: 0.1160, s1.acc: 96.5029, s1.loss_bbox: 0.0362, s1.loss_mask: 0.2823, s2.loss_cls: 0.0382, s2.acc: 97.8018, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1361, loss: 2.1002 +2025-06-20 18:12:16,325 - mmdet - INFO - Epoch [1][550/14659] lr: 5.000e-05, eta: 6 days, 16:53:41, time: 1.026, data_time: 0.013, memory: 11476, balance_loss: 0.0042, distill_loss: 0.0784, loss_rpn_cls: 0.1879, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3941, s0.acc: 93.7847, s0.loss_bbox: 0.2099, s0.loss_mask: 0.5920, s1.loss_cls: 0.1240, s1.acc: 96.2593, s1.loss_bbox: 0.0408, s1.loss_mask: 0.2856, s2.loss_cls: 0.0393, s2.acc: 97.7622, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1368, loss: 2.1483 +2025-06-20 18:13:09,309 - mmdet - INFO - Epoch [1][600/14659] lr: 5.000e-05, eta: 6 days, 16:24:03, time: 1.059, data_time: 0.014, memory: 11476, balance_loss: 0.0036, distill_loss: 0.0694, loss_rpn_cls: 0.1897, loss_rpn_bbox: 0.0520, s0.loss_cls: 0.4038, s0.acc: 93.5088, s0.loss_bbox: 0.2187, s0.loss_mask: 0.5744, s1.loss_cls: 0.1288, s1.acc: 96.0400, s1.loss_bbox: 0.0436, s1.loss_mask: 0.2763, s2.loss_cls: 0.0404, s2.acc: 97.6504, s2.loss_bbox: 0.0064, s2.loss_mask: 0.1323, loss: 2.1393 +2025-06-20 18:13:51,348 - mmdet - INFO - Epoch [1][650/14659] lr: 5.000e-05, eta: 6 days, 13:31:07, time: 0.841, data_time: 0.015, memory: 11476, balance_loss: 0.0034, distill_loss: 0.0534, loss_rpn_cls: 0.1868, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.4137, s0.acc: 93.0952, s0.loss_bbox: 0.2307, s0.loss_mask: 0.5595, s1.loss_cls: 0.1375, s1.acc: 95.5576, s1.loss_bbox: 0.0500, s1.loss_mask: 0.2683, s2.loss_cls: 0.0432, s2.acc: 97.3804, s2.loss_bbox: 0.0075, s2.loss_mask: 0.1279, loss: 2.1339 +2025-06-20 18:14:32,669 - mmdet - INFO - Epoch [1][700/14659] lr: 5.000e-05, eta: 6 days, 10:53:35, time: 0.826, data_time: 0.014, memory: 11476, balance_loss: 0.0037, distill_loss: 0.0472, loss_rpn_cls: 0.1797, loss_rpn_bbox: 0.0551, s0.loss_cls: 0.4315, s0.acc: 92.7651, s0.loss_bbox: 0.2428, s0.loss_mask: 0.5578, s1.loss_cls: 0.1470, s1.acc: 95.2524, s1.loss_bbox: 0.0547, s1.loss_mask: 0.2664, s2.loss_cls: 0.0465, s2.acc: 97.1611, s2.loss_bbox: 0.0091, s2.loss_mask: 0.1275, loss: 2.1690 +2025-06-20 18:15:21,526 - mmdet - INFO - Epoch [1][750/14659] lr: 5.000e-05, eta: 6 days, 10:05:22, time: 0.977, data_time: 0.019, memory: 11476, balance_loss: 0.0045, distill_loss: 0.0468, loss_rpn_cls: 0.1631, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4513, s0.acc: 92.2993, s0.loss_bbox: 0.2520, s0.loss_mask: 0.5376, s1.loss_cls: 0.1667, s1.acc: 94.4868, s1.loss_bbox: 0.0638, s1.loss_mask: 0.2580, s2.loss_cls: 0.0541, s2.acc: 96.5703, s2.loss_bbox: 0.0116, s2.loss_mask: 0.1228, loss: 2.1838 +2025-06-20 18:16:17,053 - mmdet - INFO - Epoch [1][800/14659] lr: 5.000e-05, eta: 6 days, 10:36:20, time: 1.111, data_time: 0.013, memory: 11476, balance_loss: 0.0049, distill_loss: 0.0436, loss_rpn_cls: 0.1421, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.4650, s0.acc: 91.7617, s0.loss_bbox: 0.2636, s0.loss_mask: 0.5135, s1.loss_cls: 0.1822, s1.acc: 93.5898, s1.loss_bbox: 0.0753, s1.loss_mask: 0.2454, s2.loss_cls: 0.0634, s2.acc: 95.7104, s2.loss_bbox: 0.0164, s2.loss_mask: 0.1163, loss: 2.1784 +2025-06-20 18:16:59,565 - mmdet - INFO - Epoch [1][850/14659] lr: 5.000e-05, eta: 6 days, 8:48:58, time: 0.850, data_time: 0.015, memory: 11476, balance_loss: 0.0048, distill_loss: 0.0405, loss_rpn_cls: 0.1455, loss_rpn_bbox: 0.0464, s0.loss_cls: 0.4706, s0.acc: 91.5283, s0.loss_bbox: 0.2641, s0.loss_mask: 0.4976, s1.loss_cls: 0.1856, s1.acc: 93.2118, s1.loss_bbox: 0.0773, s1.loss_mask: 0.2341, s2.loss_cls: 0.0675, s2.acc: 95.2072, s2.loss_bbox: 0.0183, s2.loss_mask: 0.1100, loss: 2.1622 +2025-06-20 18:17:42,989 - mmdet - INFO - Epoch [1][900/14659] lr: 5.000e-05, eta: 6 days, 7:22:11, time: 0.868, data_time: 0.014, memory: 11476, balance_loss: 0.0050, distill_loss: 0.0406, loss_rpn_cls: 0.1438, loss_rpn_bbox: 0.0464, s0.loss_cls: 0.4992, s0.acc: 90.8179, s0.loss_bbox: 0.2841, s0.loss_mask: 0.4912, s1.loss_cls: 0.2056, s1.acc: 92.3577, s1.loss_bbox: 0.0862, s1.loss_mask: 0.2316, s2.loss_cls: 0.0784, s2.acc: 94.3030, s2.loss_bbox: 0.0220, s2.loss_mask: 0.1085, loss: 2.2425 +2025-06-20 18:18:25,722 - mmdet - INFO - Epoch [1][950/14659] lr: 5.000e-05, eta: 6 days, 5:58:24, time: 0.855, data_time: 0.014, memory: 11476, balance_loss: 0.0045, distill_loss: 0.0392, loss_rpn_cls: 0.1412, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.4751, s0.acc: 91.2969, s0.loss_bbox: 0.2654, s0.loss_mask: 0.4728, s1.loss_cls: 0.1961, s1.acc: 92.6743, s1.loss_bbox: 0.0822, s1.loss_mask: 0.2243, s2.loss_cls: 0.0748, s2.acc: 94.5503, s2.loss_bbox: 0.0209, s2.loss_mask: 0.1052, loss: 2.1502 +2025-06-20 18:19:20,402 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 18:19:20,402 - mmdet - INFO - Epoch [1][1000/14659] lr: 5.000e-05, eta: 6 days, 6:27:43, time: 1.094, data_time: 0.011, memory: 11476, balance_loss: 0.0044, distill_loss: 0.0373, loss_rpn_cls: 0.1382, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.4620, s0.acc: 91.4263, s0.loss_bbox: 0.2582, s0.loss_mask: 0.4753, s1.loss_cls: 0.1913, s1.acc: 92.6916, s1.loss_bbox: 0.0808, s1.loss_mask: 0.2229, s2.loss_cls: 0.0742, s2.acc: 94.4695, s2.loss_bbox: 0.0214, s2.loss_mask: 0.1050, loss: 2.1174 +2025-06-20 18:20:11,269 - mmdet - INFO - Epoch [1][1050/14659] lr: 5.000e-05, eta: 6 days, 6:22:12, time: 1.017, data_time: 0.013, memory: 11476, balance_loss: 0.0041, distill_loss: 0.0393, loss_rpn_cls: 0.1292, loss_rpn_bbox: 0.0429, s0.loss_cls: 0.4465, s0.acc: 91.7173, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4568, s1.loss_cls: 0.1840, s1.acc: 92.8359, s1.loss_bbox: 0.0796, s1.loss_mask: 0.2131, s2.loss_cls: 0.0727, s2.acc: 94.4497, s2.loss_bbox: 0.0216, s2.loss_mask: 0.0987, loss: 2.0356 +2025-06-20 18:20:54,030 - mmdet - INFO - Epoch [1][1100/14659] lr: 5.000e-05, eta: 6 days, 5:12:32, time: 0.855, data_time: 0.012, memory: 11520, balance_loss: 0.0039, distill_loss: 0.0411, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.4324, s0.acc: 91.5742, s0.loss_bbox: 0.2484, s0.loss_mask: 0.4492, s1.loss_cls: 0.1813, s1.acc: 92.5970, s1.loss_bbox: 0.0816, s1.loss_mask: 0.2126, s2.loss_cls: 0.0719, s2.acc: 94.2536, s2.loss_bbox: 0.0222, s2.loss_mask: 0.0997, loss: 2.0055 +2025-06-20 18:21:37,736 - mmdet - INFO - Epoch [1][1150/14659] lr: 5.000e-05, eta: 6 days, 4:16:02, time: 0.874, data_time: 0.014, memory: 11520, balance_loss: 0.0039, distill_loss: 0.0372, loss_rpn_cls: 0.1225, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.4726, s0.acc: 90.7295, s0.loss_bbox: 0.2723, s0.loss_mask: 0.4548, s1.loss_cls: 0.1985, s1.acc: 91.8512, s1.loss_bbox: 0.0899, s1.loss_mask: 0.2123, s2.loss_cls: 0.0795, s2.acc: 93.4631, s2.loss_bbox: 0.0255, s2.loss_mask: 0.0988, loss: 2.1075 +2025-06-20 18:22:26,453 - mmdet - INFO - Epoch [1][1200/14659] lr: 5.000e-05, eta: 6 days, 4:00:48, time: 0.974, data_time: 0.016, memory: 11520, balance_loss: 0.0038, distill_loss: 0.0371, loss_rpn_cls: 0.1275, loss_rpn_bbox: 0.0419, s0.loss_cls: 0.4482, s0.acc: 91.1396, s0.loss_bbox: 0.2597, s0.loss_mask: 0.4449, s1.loss_cls: 0.1895, s1.acc: 92.2137, s1.loss_bbox: 0.0863, s1.loss_mask: 0.2102, s2.loss_cls: 0.0753, s2.acc: 93.8130, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0986, loss: 2.0469 +2025-06-20 18:23:25,565 - mmdet - INFO - Epoch [1][1250/14659] lr: 5.000e-05, eta: 6 days, 4:59:39, time: 1.182, data_time: 0.013, memory: 11520, balance_loss: 0.0037, distill_loss: 0.0407, loss_rpn_cls: 0.1212, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.4594, s0.acc: 90.7471, s0.loss_bbox: 0.2747, s0.loss_mask: 0.4355, s1.loss_cls: 0.1934, s1.acc: 91.7830, s1.loss_bbox: 0.0914, s1.loss_mask: 0.2058, s2.loss_cls: 0.0757, s2.acc: 93.6076, s2.loss_bbox: 0.0256, s2.loss_mask: 0.0969, loss: 2.0664 +2025-06-20 18:24:09,328 - mmdet - INFO - Epoch [1][1300/14659] lr: 5.000e-05, eta: 6 days, 4:10:25, time: 0.875, data_time: 0.013, memory: 11520, balance_loss: 0.0037, distill_loss: 0.0378, loss_rpn_cls: 0.1197, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.4583, s0.acc: 90.8496, s0.loss_bbox: 0.2774, s0.loss_mask: 0.4520, s1.loss_cls: 0.1898, s1.acc: 92.0795, s1.loss_bbox: 0.0904, s1.loss_mask: 0.2135, s2.loss_cls: 0.0750, s2.acc: 93.8006, s2.loss_bbox: 0.0249, s2.loss_mask: 0.0997, loss: 2.0832 +2025-06-20 18:24:53,223 - mmdet - INFO - Epoch [1][1350/14659] lr: 5.000e-05, eta: 6 days, 3:25:35, time: 0.878, data_time: 0.013, memory: 11520, balance_loss: 0.0036, distill_loss: 0.0361, loss_rpn_cls: 0.1277, loss_rpn_bbox: 0.0438, s0.loss_cls: 0.4564, s0.acc: 90.7437, s0.loss_bbox: 0.2763, s0.loss_mask: 0.4360, s1.loss_cls: 0.1911, s1.acc: 92.0386, s1.loss_bbox: 0.0944, s1.loss_mask: 0.2060, s2.loss_cls: 0.0763, s2.acc: 93.5981, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0960, loss: 2.0712 +2025-06-20 18:25:36,918 - mmdet - INFO - Epoch [1][1400/14659] lr: 5.000e-05, eta: 6 days, 2:42:38, time: 0.874, data_time: 0.014, memory: 11548, balance_loss: 0.0034, distill_loss: 0.0360, loss_rpn_cls: 0.1220, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.4434, s0.acc: 91.0029, s0.loss_bbox: 0.2654, s0.loss_mask: 0.4278, s1.loss_cls: 0.1856, s1.acc: 92.0650, s1.loss_bbox: 0.0905, s1.loss_mask: 0.2029, s2.loss_cls: 0.0748, s2.acc: 93.5001, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0946, loss: 2.0164 +2025-06-20 18:26:36,362 - mmdet - INFO - Epoch [1][1450/14659] lr: 5.000e-05, eta: 6 days, 3:37:40, time: 1.188, data_time: 0.017, memory: 11548, balance_loss: 0.0038, distill_loss: 0.0447, loss_rpn_cls: 0.1319, loss_rpn_bbox: 0.0450, s0.loss_cls: 0.4762, s0.acc: 90.1611, s0.loss_bbox: 0.2923, s0.loss_mask: 0.4349, s1.loss_cls: 0.2013, s1.acc: 91.4002, s1.loss_bbox: 0.0984, s1.loss_mask: 0.2032, s2.loss_cls: 0.0802, s2.acc: 93.1178, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0941, loss: 2.1337 +2025-06-20 18:27:26,325 - mmdet - INFO - Epoch [1][1500/14659] lr: 5.000e-05, eta: 6 days, 3:33:54, time: 1.000, data_time: 0.013, memory: 11548, balance_loss: 0.0038, distill_loss: 0.0378, loss_rpn_cls: 0.1191, loss_rpn_bbox: 0.0417, s0.loss_cls: 0.4520, s0.acc: 90.6387, s0.loss_bbox: 0.2756, s0.loss_mask: 0.4251, s1.loss_cls: 0.1928, s1.acc: 91.6059, s1.loss_bbox: 0.0961, s1.loss_mask: 0.2038, s2.loss_cls: 0.0786, s2.acc: 93.1324, s2.loss_bbox: 0.0283, s2.loss_mask: 0.0959, loss: 2.0505 +2025-06-20 18:28:10,723 - mmdet - INFO - Epoch [1][1550/14659] lr: 5.000e-05, eta: 6 days, 2:58:40, time: 0.888, data_time: 0.015, memory: 11548, balance_loss: 0.0035, distill_loss: 0.0347, loss_rpn_cls: 0.1110, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.4560, s0.acc: 90.7656, s0.loss_bbox: 0.2676, s0.loss_mask: 0.4206, s1.loss_cls: 0.1952, s1.acc: 91.7816, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1966, s2.loss_cls: 0.0790, s2.acc: 93.2185, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0915, loss: 2.0155 +2025-06-20 18:28:54,411 - mmdet - INFO - Epoch [1][1600/14659] lr: 5.000e-05, eta: 6 days, 2:21:42, time: 0.874, data_time: 0.012, memory: 11780, balance_loss: 0.0035, distill_loss: 0.0349, loss_rpn_cls: 0.1134, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.4265, s0.acc: 91.2046, s0.loss_bbox: 0.2543, s0.loss_mask: 0.4248, s1.loss_cls: 0.1849, s1.acc: 92.0179, s1.loss_bbox: 0.0902, s1.loss_mask: 0.2001, s2.loss_cls: 0.0750, s2.acc: 93.3661, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0927, loss: 1.9660 +2025-06-20 18:29:47,918 - mmdet - INFO - Epoch [1][1650/14659] lr: 5.000e-05, eta: 6 days, 2:39:03, time: 1.070, data_time: 0.014, memory: 11780, balance_loss: 0.0035, distill_loss: 0.0365, loss_rpn_cls: 0.1086, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.4145, s0.acc: 91.1221, s0.loss_bbox: 0.2636, s0.loss_mask: 0.4146, s1.loss_cls: 0.1775, s1.acc: 92.0169, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1957, s2.loss_cls: 0.0726, s2.acc: 93.3868, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0911, loss: 1.9421 +2025-06-20 18:30:45,316 - mmdet - INFO - Epoch [1][1700/14659] lr: 5.000e-05, eta: 6 days, 3:15:27, time: 1.148, data_time: 0.016, memory: 11780, balance_loss: 0.0036, distill_loss: 0.0357, loss_rpn_cls: 0.1233, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.4456, s0.acc: 90.6860, s0.loss_bbox: 0.2740, s0.loss_mask: 0.4189, s1.loss_cls: 0.1893, s1.acc: 91.7308, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1964, s2.loss_cls: 0.0779, s2.acc: 93.1529, s2.loss_bbox: 0.0281, s2.loss_mask: 0.0913, loss: 2.0230 +2025-06-20 18:31:28,969 - mmdet - INFO - Epoch [1][1750/14659] lr: 5.000e-05, eta: 6 days, 2:40:45, time: 0.873, data_time: 0.016, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0337, loss_rpn_cls: 0.1179, loss_rpn_bbox: 0.0431, s0.loss_cls: 0.4558, s0.acc: 90.6396, s0.loss_bbox: 0.2754, s0.loss_mask: 0.4094, s1.loss_cls: 0.1951, s1.acc: 91.5963, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1929, s2.loss_cls: 0.0788, s2.acc: 92.9646, s2.loss_bbox: 0.0287, s2.loss_mask: 0.0906, loss: 2.0205 +2025-06-20 18:32:12,630 - mmdet - INFO - Epoch [1][1800/14659] lr: 5.000e-05, eta: 6 days, 2:08:12, time: 0.874, data_time: 0.014, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0325, loss_rpn_cls: 0.1202, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.4306, s0.acc: 90.9805, s0.loss_bbox: 0.2634, s0.loss_mask: 0.4028, s1.loss_cls: 0.1856, s1.acc: 91.8031, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1924, s2.loss_cls: 0.0758, s2.acc: 93.3047, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0903, loss: 1.9603 +2025-06-20 18:32:58,421 - mmdet - INFO - Epoch [1][1850/14659] lr: 5.000e-05, eta: 6 days, 1:47:23, time: 0.916, data_time: 0.013, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0321, loss_rpn_cls: 0.1028, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.4146, s0.acc: 91.0342, s0.loss_bbox: 0.2586, s0.loss_mask: 0.4086, s1.loss_cls: 0.1802, s1.acc: 91.7872, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1912, s2.loss_cls: 0.0749, s2.acc: 93.0947, s2.loss_bbox: 0.0288, s2.loss_mask: 0.0896, loss: 1.9173 +2025-06-20 18:33:55,546 - mmdet - INFO - Epoch [1][1900/14659] lr: 5.000e-05, eta: 6 days, 2:19:51, time: 1.142, data_time: 0.015, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0314, loss_rpn_cls: 0.1148, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.4501, s0.acc: 90.3862, s0.loss_bbox: 0.2825, s0.loss_mask: 0.4183, s1.loss_cls: 0.1967, s1.acc: 91.2493, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1977, s2.loss_cls: 0.0796, s2.acc: 92.8449, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0919, loss: 2.0430 +2025-06-20 18:34:42,241 - mmdet - INFO - Epoch [1][1950/14659] lr: 5.000e-05, eta: 6 days, 2:03:38, time: 0.933, data_time: 0.013, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0328, loss_rpn_cls: 0.1048, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.4378, s0.acc: 90.5898, s0.loss_bbox: 0.2774, s0.loss_mask: 0.4041, s1.loss_cls: 0.1881, s1.acc: 91.5903, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1907, s2.loss_cls: 0.0774, s2.acc: 92.9293, s2.loss_bbox: 0.0289, s2.loss_mask: 0.0885, loss: 1.9706 +2025-06-20 18:35:26,426 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 18:35:26,426 - mmdet - INFO - Epoch [1][2000/14659] lr: 5.000e-05, eta: 6 days, 1:37:16, time: 0.883, data_time: 0.013, memory: 11780, balance_loss: 0.0035, distill_loss: 0.0319, loss_rpn_cls: 0.1088, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.4543, s0.acc: 90.4038, s0.loss_bbox: 0.2815, s0.loss_mask: 0.4053, s1.loss_cls: 0.1957, s1.acc: 91.3632, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1903, s2.loss_cls: 0.0799, s2.acc: 92.8549, s2.loss_bbox: 0.0302, s2.loss_mask: 0.0882, loss: 2.0109 +2025-06-20 18:36:09,751 - mmdet - INFO - Epoch [1][2050/14659] lr: 5.000e-05, eta: 6 days, 1:08:38, time: 0.867, data_time: 0.017, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0375, loss_rpn_cls: 0.1046, loss_rpn_bbox: 0.0414, s0.loss_cls: 0.4124, s0.acc: 91.0396, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3946, s1.loss_cls: 0.1785, s1.acc: 91.8443, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1878, s2.loss_cls: 0.0744, s2.acc: 93.0611, s2.loss_bbox: 0.0292, s2.loss_mask: 0.0879, loss: 1.9122 +2025-06-20 18:37:01,235 - mmdet - INFO - Epoch [1][2100/14659] lr: 5.000e-05, eta: 6 days, 1:15:15, time: 1.030, data_time: 0.013, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0348, loss_rpn_cls: 0.1163, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.4144, s0.acc: 90.9536, s0.loss_bbox: 0.2644, s0.loss_mask: 0.4028, s1.loss_cls: 0.1806, s1.acc: 91.7024, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1906, s2.loss_cls: 0.0752, s2.acc: 92.9820, s2.loss_bbox: 0.0289, s2.loss_mask: 0.0892, loss: 1.9402 +2025-06-20 18:37:58,532 - mmdet - INFO - Epoch [1][2150/14659] lr: 5.000e-05, eta: 6 days, 1:45:10, time: 1.146, data_time: 0.017, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0377, loss_rpn_cls: 0.0988, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3959, s0.acc: 91.3438, s0.loss_bbox: 0.2612, s0.loss_mask: 0.4026, s1.loss_cls: 0.1708, s1.acc: 92.1440, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1896, s2.loss_cls: 0.0703, s2.acc: 93.4531, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0880, loss: 1.8801 +2025-06-20 18:38:42,924 - mmdet - INFO - Epoch [1][2200/14659] lr: 5.000e-05, eta: 6 days, 1:22:22, time: 0.888, data_time: 0.013, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0342, loss_rpn_cls: 0.1061, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.4127, s0.acc: 90.9248, s0.loss_bbox: 0.2733, s0.loss_mask: 0.3930, s1.loss_cls: 0.1793, s1.acc: 91.7173, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1867, s2.loss_cls: 0.0737, s2.acc: 93.0648, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0874, loss: 1.9209 +2025-06-20 18:39:26,527 - mmdet - INFO - Epoch [1][2250/14659] lr: 5.000e-05, eta: 6 days, 0:57:28, time: 0.872, data_time: 0.013, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0380, loss_rpn_cls: 0.1125, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.4254, s0.acc: 90.8345, s0.loss_bbox: 0.2687, s0.loss_mask: 0.4033, s1.loss_cls: 0.1833, s1.acc: 91.7971, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1904, s2.loss_cls: 0.0761, s2.acc: 93.0706, s2.loss_bbox: 0.0289, s2.loss_mask: 0.0891, loss: 1.9547 +2025-06-20 18:40:18,664 - mmdet - INFO - Epoch [1][2300/14659] lr: 5.000e-05, eta: 6 days, 1:06:01, time: 1.042, data_time: 0.010, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0376, loss_rpn_cls: 0.1077, loss_rpn_bbox: 0.0431, s0.loss_cls: 0.4193, s0.acc: 90.9331, s0.loss_bbox: 0.2725, s0.loss_mask: 0.3934, s1.loss_cls: 0.1813, s1.acc: 91.8275, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1850, s2.loss_cls: 0.0742, s2.acc: 93.1496, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0866, loss: 1.9338 +2025-06-20 18:41:08,169 - mmdet - INFO - Epoch [1][2350/14659] lr: 5.000e-05, eta: 6 days, 1:04:25, time: 0.990, data_time: 0.014, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0358, loss_rpn_cls: 0.1055, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.4039, s0.acc: 91.1431, s0.loss_bbox: 0.2641, s0.loss_mask: 0.3962, s1.loss_cls: 0.1760, s1.acc: 91.8780, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1878, s2.loss_cls: 0.0733, s2.acc: 93.2396, s2.loss_bbox: 0.0292, s2.loss_mask: 0.0880, loss: 1.9004 +2025-06-20 18:42:00,566 - mmdet - INFO - Epoch [1][2400/14659] lr: 5.000e-05, eta: 6 days, 1:13:28, time: 1.048, data_time: 0.017, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0370, loss_rpn_cls: 0.1042, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.4096, s0.acc: 90.8867, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3812, s1.loss_cls: 0.1787, s1.acc: 91.6018, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1789, s2.loss_cls: 0.0753, s2.acc: 92.9579, s2.loss_bbox: 0.0294, s2.loss_mask: 0.0826, loss: 1.8735 +2025-06-20 18:42:44,790 - mmdet - INFO - Epoch [1][2450/14659] lr: 5.000e-05, eta: 6 days, 0:52:51, time: 0.885, data_time: 0.012, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0402, loss_rpn_cls: 0.1039, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.4163, s0.acc: 90.9248, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3959, s1.loss_cls: 0.1816, s1.acc: 91.6523, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1874, s2.loss_cls: 0.0751, s2.acc: 93.0331, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0869, loss: 1.9340 +2025-06-20 18:43:33,683 - mmdet - INFO - Epoch [1][2500/14659] lr: 5.000e-05, eta: 6 days, 0:49:16, time: 0.977, data_time: 0.012, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0346, loss_rpn_cls: 0.0979, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.4014, s0.acc: 91.0249, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3941, s1.loss_cls: 0.1751, s1.acc: 91.6951, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1863, s2.loss_cls: 0.0730, s2.acc: 92.9944, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0875, loss: 1.8762 +2025-06-20 18:44:19,807 - mmdet - INFO - Epoch [1][2550/14659] lr: 5.000e-05, eta: 6 days, 0:36:31, time: 0.923, data_time: 0.013, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0358, loss_rpn_cls: 0.1033, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3990, s0.acc: 91.2446, s0.loss_bbox: 0.2597, s0.loss_mask: 0.3966, s1.loss_cls: 0.1737, s1.acc: 92.0063, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1867, s2.loss_cls: 0.0718, s2.acc: 93.2493, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0879, loss: 1.8835 +2025-06-20 18:45:14,194 - mmdet - INFO - Epoch [1][2600/14659] lr: 5.000e-05, eta: 6 days, 0:51:55, time: 1.088, data_time: 0.013, memory: 11780, balance_loss: 0.0031, distill_loss: 0.0362, loss_rpn_cls: 0.0962, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3978, s0.acc: 91.1904, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3888, s1.loss_cls: 0.1757, s1.acc: 91.8060, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1863, s2.loss_cls: 0.0734, s2.acc: 92.9536, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0885, loss: 1.8684 +2025-06-20 18:46:00,414 - mmdet - INFO - Epoch [1][2650/14659] lr: 5.000e-05, eta: 6 days, 0:39:44, time: 0.924, data_time: 0.014, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0335, loss_rpn_cls: 0.1077, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.4218, s0.acc: 90.7534, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3799, s1.loss_cls: 0.1848, s1.acc: 91.6278, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1809, s2.loss_cls: 0.0761, s2.acc: 92.9206, s2.loss_bbox: 0.0294, s2.loss_mask: 0.0850, loss: 1.9012 +2025-06-20 18:46:44,176 - mmdet - INFO - Epoch [1][2700/14659] lr: 5.000e-05, eta: 6 days, 0:20:01, time: 0.875, data_time: 0.012, memory: 11780, balance_loss: 0.0030, distill_loss: 0.0356, loss_rpn_cls: 0.0934, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3894, s0.acc: 91.2041, s0.loss_bbox: 0.2558, s0.loss_mask: 0.3717, s1.loss_cls: 0.1726, s1.acc: 91.8151, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1781, s2.loss_cls: 0.0723, s2.acc: 92.9911, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0834, loss: 1.8202 +2025-06-20 18:47:33,690 - mmdet - INFO - Epoch [1][2750/14659] lr: 5.000e-05, eta: 6 days, 0:19:14, time: 0.990, data_time: 0.014, memory: 11780, balance_loss: 0.0031, distill_loss: 0.0364, loss_rpn_cls: 0.0982, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.4138, s0.acc: 90.7949, s0.loss_bbox: 0.2667, s0.loss_mask: 0.3799, s1.loss_cls: 0.1807, s1.acc: 91.6501, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1789, s2.loss_cls: 0.0750, s2.acc: 92.8832, s2.loss_bbox: 0.0308, s2.loss_mask: 0.0825, loss: 1.8848 +2025-06-20 18:48:28,044 - mmdet - INFO - Epoch [1][2800/14659] lr: 5.000e-05, eta: 6 days, 0:33:39, time: 1.087, data_time: 0.012, memory: 11780, balance_loss: 0.0031, distill_loss: 0.0375, loss_rpn_cls: 0.0992, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.4062, s0.acc: 90.8926, s0.loss_bbox: 0.2744, s0.loss_mask: 0.3870, s1.loss_cls: 0.1754, s1.acc: 91.7753, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1821, s2.loss_cls: 0.0729, s2.acc: 92.9775, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0852, loss: 1.8952 +2025-06-20 18:49:14,756 - mmdet - INFO - Epoch [1][2850/14659] lr: 5.000e-05, eta: 6 days, 0:24:04, time: 0.934, data_time: 0.014, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0373, loss_rpn_cls: 0.1000, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.4174, s0.acc: 90.6533, s0.loss_bbox: 0.2699, s0.loss_mask: 0.3776, s1.loss_cls: 0.1809, s1.acc: 91.4936, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1786, s2.loss_cls: 0.0769, s2.acc: 92.6928, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0841, loss: 1.8955 +2025-06-20 18:50:00,598 - mmdet - INFO - Epoch [1][2900/14659] lr: 5.000e-05, eta: 6 days, 0:12:07, time: 0.917, data_time: 0.010, memory: 11780, balance_loss: 0.0030, distill_loss: 0.0355, loss_rpn_cls: 0.0981, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.4063, s0.acc: 90.8574, s0.loss_bbox: 0.2677, s0.loss_mask: 0.3692, s1.loss_cls: 0.1770, s1.acc: 91.7215, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1735, s2.loss_cls: 0.0733, s2.acc: 92.9936, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0802, loss: 1.8502 +2025-06-20 18:50:44,571 - mmdet - INFO - Epoch [1][2950/14659] lr: 5.000e-05, eta: 5 days, 23:55:00, time: 0.879, data_time: 0.013, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0365, loss_rpn_cls: 0.1004, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3942, s0.acc: 91.2686, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3818, s1.loss_cls: 0.1705, s1.acc: 91.9922, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1784, s2.loss_cls: 0.0708, s2.acc: 93.2885, s2.loss_bbox: 0.0300, s2.loss_mask: 0.0836, loss: 1.8436 +2025-06-20 18:51:36,239 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 18:51:36,239 - mmdet - INFO - Epoch [1][3000/14659] lr: 5.000e-05, eta: 6 days, 0:00:54, time: 1.033, data_time: 0.013, memory: 11780, balance_loss: 0.0031, distill_loss: 0.0364, loss_rpn_cls: 0.0955, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3825, s0.acc: 91.2202, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3744, s1.loss_cls: 0.1660, s1.acc: 92.0746, s1.loss_bbox: 0.0962, s1.loss_mask: 0.1762, s2.loss_cls: 0.0690, s2.acc: 93.1641, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0818, loss: 1.8098 +2025-06-20 18:52:28,166 - mmdet - INFO - Epoch [1][3050/14659] lr: 5.000e-05, eta: 6 days, 0:07:22, time: 1.039, data_time: 0.011, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0369, loss_rpn_cls: 0.0939, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.4021, s0.acc: 90.8262, s0.loss_bbox: 0.2717, s0.loss_mask: 0.3711, s1.loss_cls: 0.1768, s1.acc: 91.5852, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1740, s2.loss_cls: 0.0738, s2.acc: 92.8509, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0804, loss: 1.8539 +2025-06-20 18:53:18,519 - mmdet - INFO - Epoch [1][3100/14659] lr: 5.000e-05, eta: 6 days, 0:09:05, time: 1.007, data_time: 0.013, memory: 11780, balance_loss: 0.0030, distill_loss: 0.0352, loss_rpn_cls: 0.0941, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.4169, s0.acc: 90.4580, s0.loss_bbox: 0.2823, s0.loss_mask: 0.3831, s1.loss_cls: 0.1814, s1.acc: 91.2758, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1816, s2.loss_cls: 0.0757, s2.acc: 92.6157, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0842, loss: 1.9164 +2025-06-20 18:54:03,031 - mmdet - INFO - Epoch [1][3150/14659] lr: 5.000e-05, eta: 5 days, 23:54:33, time: 0.890, data_time: 0.013, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0375, loss_rpn_cls: 0.0983, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3743, s0.acc: 91.5811, s0.loss_bbox: 0.2492, s0.loss_mask: 0.3595, s1.loss_cls: 0.1631, s1.acc: 92.3578, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1706, s2.loss_cls: 0.0690, s2.acc: 93.3556, s2.loss_bbox: 0.0298, s2.loss_mask: 0.0799, loss: 1.7639 +2025-06-20 18:54:49,756 - mmdet - INFO - Epoch [1][3200/14659] lr: 5.000e-05, eta: 5 days, 23:46:25, time: 0.934, data_time: 0.015, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0381, loss_rpn_cls: 0.1016, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.4090, s0.acc: 90.6948, s0.loss_bbox: 0.2729, s0.loss_mask: 0.3769, s1.loss_cls: 0.1809, s1.acc: 91.3824, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1780, s2.loss_cls: 0.0761, s2.acc: 92.6905, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0825, loss: 1.8946 +2025-06-20 18:55:46,717 - mmdet - INFO - Epoch [1][3250/14659] lr: 5.000e-05, eta: 6 days, 0:06:09, time: 1.140, data_time: 0.014, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0393, loss_rpn_cls: 0.0924, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3696, s0.acc: 91.6348, s0.loss_bbox: 0.2489, s0.loss_mask: 0.3697, s1.loss_cls: 0.1608, s1.acc: 92.4076, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1742, s2.loss_cls: 0.0680, s2.acc: 93.4164, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0808, loss: 1.7654 +2025-06-20 18:56:38,926 - mmdet - INFO - Epoch [1][3300/14659] lr: 5.000e-05, eta: 6 days, 0:12:33, time: 1.044, data_time: 0.014, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0389, loss_rpn_cls: 0.0954, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3955, s0.acc: 90.7920, s0.loss_bbox: 0.2741, s0.loss_mask: 0.3561, s1.loss_cls: 0.1722, s1.acc: 91.5008, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1695, s2.loss_cls: 0.0719, s2.acc: 92.7230, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0792, loss: 1.8341 +2025-06-20 18:57:24,203 - mmdet - INFO - Epoch [1][3350/14659] lr: 5.000e-05, eta: 6 days, 0:00:45, time: 0.906, data_time: 0.012, memory: 11780, balance_loss: 0.0033, distill_loss: 0.0384, loss_rpn_cls: 0.0906, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3918, s0.acc: 90.7549, s0.loss_bbox: 0.2718, s0.loss_mask: 0.3721, s1.loss_cls: 0.1723, s1.acc: 91.5591, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1764, s2.loss_cls: 0.0736, s2.acc: 92.5790, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0821, loss: 1.8477 +2025-06-20 18:58:08,603 - mmdet - INFO - Epoch [1][3400/14659] lr: 5.000e-05, eta: 5 days, 23:47:00, time: 0.888, data_time: 0.012, memory: 11780, balance_loss: 0.0031, distill_loss: 0.0388, loss_rpn_cls: 0.0902, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3992, s0.acc: 90.8066, s0.loss_bbox: 0.2799, s0.loss_mask: 0.3700, s1.loss_cls: 0.1741, s1.acc: 91.6927, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1740, s2.loss_cls: 0.0734, s2.acc: 92.8971, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0809, loss: 1.8602 +2025-06-20 18:59:03,788 - mmdet - INFO - Epoch [1][3450/14659] lr: 5.000e-05, eta: 6 days, 0:00:53, time: 1.103, data_time: 0.014, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0391, loss_rpn_cls: 0.0911, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3734, s0.acc: 91.3071, s0.loss_bbox: 0.2544, s0.loss_mask: 0.3609, s1.loss_cls: 0.1656, s1.acc: 91.9617, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1721, s2.loss_cls: 0.0707, s2.acc: 92.9474, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0803, loss: 1.7781 +2025-06-20 18:59:56,327 - mmdet - INFO - Epoch [1][3500/14659] lr: 5.000e-05, eta: 6 days, 0:07:50, time: 1.051, data_time: 0.012, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0366, loss_rpn_cls: 0.0985, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3810, s0.acc: 91.0542, s0.loss_bbox: 0.2723, s0.loss_mask: 0.3575, s1.loss_cls: 0.1668, s1.acc: 91.8648, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1682, s2.loss_cls: 0.0714, s2.acc: 92.8433, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0790, loss: 1.8095 +2025-06-20 19:00:44,103 - mmdet - INFO - Epoch [1][3550/14659] lr: 5.000e-05, eta: 6 days, 0:02:46, time: 0.955, data_time: 0.013, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0350, loss_rpn_cls: 0.0899, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3792, s0.acc: 91.1514, s0.loss_bbox: 0.2563, s0.loss_mask: 0.3642, s1.loss_cls: 0.1702, s1.acc: 91.8052, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1734, s2.loss_cls: 0.0724, s2.acc: 92.9365, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0815, loss: 1.7943 +2025-06-20 19:01:29,172 - mmdet - INFO - Epoch [1][3600/14659] lr: 5.000e-05, eta: 5 days, 23:51:18, time: 0.902, data_time: 0.012, memory: 11780, balance_loss: 0.0034, distill_loss: 0.0363, loss_rpn_cls: 0.0818, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3729, s0.acc: 91.3452, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3550, s1.loss_cls: 0.1648, s1.acc: 91.9796, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1678, s2.loss_cls: 0.0689, s2.acc: 93.1448, s2.loss_bbox: 0.0319, s2.loss_mask: 0.0777, loss: 1.7606 +2025-06-20 19:02:20,873 - mmdet - INFO - Epoch [1][3650/14659] lr: 5.000e-05, eta: 5 days, 23:55:58, time: 1.034, data_time: 0.012, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0353, loss_rpn_cls: 0.0969, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3923, s0.acc: 90.8413, s0.loss_bbox: 0.2724, s0.loss_mask: 0.3604, s1.loss_cls: 0.1729, s1.acc: 91.6085, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1707, s2.loss_cls: 0.0736, s2.acc: 92.7125, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0800, loss: 1.8335 +2025-06-20 19:03:12,796 - mmdet - INFO - Epoch [1][3700/14659] lr: 5.000e-05, eta: 6 days, 0:01:01, time: 1.038, data_time: 0.016, memory: 11780, balance_loss: 0.0032, distill_loss: 0.0358, loss_rpn_cls: 0.0860, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3891, s0.acc: 90.6274, s0.loss_bbox: 0.2770, s0.loss_mask: 0.3599, s1.loss_cls: 0.1717, s1.acc: 91.3990, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1733, s2.loss_cls: 0.0734, s2.acc: 92.3888, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0809, loss: 1.8313 +2025-06-20 19:04:04,718 - mmdet - INFO - Epoch [1][3750/14659] lr: 5.000e-05, eta: 6 days, 0:05:51, time: 1.038, data_time: 0.013, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0356, loss_rpn_cls: 0.0914, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3878, s0.acc: 90.9204, s0.loss_bbox: 0.2649, s0.loss_mask: 0.3542, s1.loss_cls: 0.1695, s1.acc: 91.6519, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1659, s2.loss_cls: 0.0718, s2.acc: 92.7425, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0774, loss: 1.7957 +2025-06-20 19:04:50,180 - mmdet - INFO - Epoch [1][3800/14659] lr: 5.000e-05, eta: 5 days, 23:55:47, time: 0.910, data_time: 0.010, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0384, loss_rpn_cls: 0.0874, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3917, s0.acc: 90.8848, s0.loss_bbox: 0.2712, s0.loss_mask: 0.3506, s1.loss_cls: 0.1741, s1.acc: 91.4337, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1659, s2.loss_cls: 0.0743, s2.acc: 92.4691, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0764, loss: 1.8064 +2025-06-20 19:05:35,225 - mmdet - INFO - Epoch [1][3850/14659] lr: 5.000e-05, eta: 5 days, 23:44:56, time: 0.901, data_time: 0.011, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0382, loss_rpn_cls: 0.0843, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3640, s0.acc: 91.4185, s0.loss_bbox: 0.2596, s0.loss_mask: 0.3518, s1.loss_cls: 0.1623, s1.acc: 92.0912, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1667, s2.loss_cls: 0.0695, s2.acc: 93.1360, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0775, loss: 1.7473 +2025-06-20 19:06:29,972 - mmdet - INFO - Epoch [1][3900/14659] lr: 5.000e-05, eta: 5 days, 23:56:07, time: 1.095, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0376, loss_rpn_cls: 0.0859, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3855, s0.acc: 90.9497, s0.loss_bbox: 0.2705, s0.loss_mask: 0.3616, s1.loss_cls: 0.1701, s1.acc: 91.6600, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1713, s2.loss_cls: 0.0733, s2.acc: 92.7429, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0793, loss: 1.8134 +2025-06-20 19:07:19,278 - mmdet - INFO - Epoch [1][3950/14659] lr: 5.000e-05, eta: 5 days, 23:54:59, time: 0.986, data_time: 0.015, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0354, loss_rpn_cls: 0.0931, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3584, s0.acc: 91.4751, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3565, s1.loss_cls: 0.1566, s1.acc: 92.2330, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1686, s2.loss_cls: 0.0674, s2.acc: 93.1360, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0779, loss: 1.7510 +2025-06-20 19:08:10,321 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 19:08:10,322 - mmdet - INFO - Epoch [1][4000/14659] lr: 5.000e-05, eta: 5 days, 23:57:36, time: 1.021, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0384, loss_rpn_cls: 0.0844, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3573, s0.acc: 91.2939, s0.loss_bbox: 0.2582, s0.loss_mask: 0.3372, s1.loss_cls: 0.1608, s1.acc: 91.9074, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1599, s2.loss_cls: 0.0699, s2.acc: 92.8466, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0745, loss: 1.7133 +2025-06-20 19:08:54,503 - mmdet - INFO - Epoch [1][4050/14659] lr: 5.000e-05, eta: 5 days, 23:45:22, time: 0.884, data_time: 0.012, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0353, loss_rpn_cls: 0.0926, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3650, s0.acc: 91.0503, s0.loss_bbox: 0.2740, s0.loss_mask: 0.3659, s1.loss_cls: 0.1596, s1.acc: 91.8144, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1754, s2.loss_cls: 0.0688, s2.acc: 92.7349, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0828, loss: 1.8010 +2025-06-20 19:09:49,217 - mmdet - INFO - Epoch [1][4100/14659] lr: 5.000e-05, eta: 5 days, 23:55:50, time: 1.094, data_time: 0.011, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0371, loss_rpn_cls: 0.0859, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3509, s0.acc: 91.4307, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3358, s1.loss_cls: 0.1561, s1.acc: 92.0910, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1599, s2.loss_cls: 0.0672, s2.acc: 92.9532, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0744, loss: 1.6999 +2025-06-20 19:10:39,051 - mmdet - INFO - Epoch [1][4150/14659] lr: 5.000e-05, eta: 5 days, 23:55:45, time: 0.997, data_time: 0.013, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0394, loss_rpn_cls: 0.0875, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3600, s0.acc: 91.4526, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3569, s1.loss_cls: 0.1585, s1.acc: 92.1776, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1701, s2.loss_cls: 0.0685, s2.acc: 92.9643, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0799, loss: 1.7547 +2025-06-20 19:11:26,354 - mmdet - INFO - Epoch [1][4200/14659] lr: 5.000e-05, eta: 5 days, 23:50:24, time: 0.946, data_time: 0.014, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0388, loss_rpn_cls: 0.0937, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.3865, s0.acc: 90.5283, s0.loss_bbox: 0.2895, s0.loss_mask: 0.3382, s1.loss_cls: 0.1705, s1.acc: 91.2665, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1575, s2.loss_cls: 0.0736, s2.acc: 92.3410, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0730, loss: 1.8138 +2025-06-20 19:12:13,197 - mmdet - INFO - Epoch [1][4250/14659] lr: 5.000e-05, eta: 5 days, 23:44:12, time: 0.937, data_time: 0.012, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0380, loss_rpn_cls: 0.0854, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3422, s0.acc: 91.5732, s0.loss_bbox: 0.2518, s0.loss_mask: 0.3448, s1.loss_cls: 0.1518, s1.acc: 92.1826, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1648, s2.loss_cls: 0.0656, s2.acc: 93.0704, s2.loss_bbox: 0.0320, s2.loss_mask: 0.0766, loss: 1.6929 +2025-06-20 19:13:03,200 - mmdet - INFO - Epoch [1][4300/14659] lr: 5.000e-05, eta: 5 days, 23:44:33, time: 1.000, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0378, loss_rpn_cls: 0.0890, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3720, s0.acc: 91.0381, s0.loss_bbox: 0.2671, s0.loss_mask: 0.3515, s1.loss_cls: 0.1650, s1.acc: 91.6193, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1671, s2.loss_cls: 0.0727, s2.acc: 92.4837, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0784, loss: 1.7835 +2025-06-20 19:13:55,806 - mmdet - INFO - Epoch [1][4350/14659] lr: 5.000e-05, eta: 5 days, 23:50:04, time: 1.052, data_time: 0.011, memory: 11840, balance_loss: 0.0034, distill_loss: 0.0389, loss_rpn_cls: 0.0822, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3603, s0.acc: 91.3081, s0.loss_bbox: 0.2560, s0.loss_mask: 0.3441, s1.loss_cls: 0.1599, s1.acc: 91.8946, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1616, s2.loss_cls: 0.0691, s2.acc: 92.8945, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0760, loss: 1.7249 +2025-06-20 19:14:44,767 - mmdet - INFO - Epoch [1][4400/14659] lr: 5.000e-05, eta: 5 days, 23:48:15, time: 0.979, data_time: 0.012, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0394, loss_rpn_cls: 0.0820, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3633, s0.acc: 91.3252, s0.loss_bbox: 0.2543, s0.loss_mask: 0.3352, s1.loss_cls: 0.1612, s1.acc: 91.9010, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1606, s2.loss_cls: 0.0693, s2.acc: 92.9348, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0755, loss: 1.7133 +2025-06-20 19:15:31,514 - mmdet - INFO - Epoch [1][4450/14659] lr: 5.000e-05, eta: 5 days, 23:42:06, time: 0.935, data_time: 0.014, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0415, loss_rpn_cls: 0.0737, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3559, s0.acc: 91.3623, s0.loss_bbox: 0.2613, s0.loss_mask: 0.3471, s1.loss_cls: 0.1603, s1.acc: 91.8848, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1649, s2.loss_cls: 0.0692, s2.acc: 92.8431, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0777, loss: 1.7273 +2025-06-20 19:16:19,027 - mmdet - INFO - Epoch [1][4500/14659] lr: 5.000e-05, eta: 5 days, 23:37:34, time: 0.950, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0425, loss_rpn_cls: 0.0807, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3755, s0.acc: 91.0234, s0.loss_bbox: 0.2690, s0.loss_mask: 0.3314, s1.loss_cls: 0.1667, s1.acc: 91.5285, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1561, s2.loss_cls: 0.0723, s2.acc: 92.5631, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0732, loss: 1.7458 +2025-06-20 19:17:08,885 - mmdet - INFO - Epoch [1][4550/14659] lr: 5.000e-05, eta: 5 days, 23:37:35, time: 0.997, data_time: 0.016, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0392, loss_rpn_cls: 0.0826, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3457, s0.acc: 91.4048, s0.loss_bbox: 0.2657, s0.loss_mask: 0.3442, s1.loss_cls: 0.1527, s1.acc: 92.1127, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1639, s2.loss_cls: 0.0657, s2.acc: 92.9489, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0764, loss: 1.7147 +2025-06-20 19:18:01,613 - mmdet - INFO - Epoch [1][4600/14659] lr: 5.000e-05, eta: 5 days, 23:43:04, time: 1.055, data_time: 0.010, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0402, loss_rpn_cls: 0.0819, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3556, s0.acc: 91.4424, s0.loss_bbox: 0.2543, s0.loss_mask: 0.3433, s1.loss_cls: 0.1595, s1.acc: 92.0207, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1626, s2.loss_cls: 0.0688, s2.acc: 93.0260, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0757, loss: 1.7128 +2025-06-20 19:18:48,395 - mmdet - INFO - Epoch [1][4650/14659] lr: 5.000e-05, eta: 5 days, 23:37:14, time: 0.936, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0406, loss_rpn_cls: 0.0818, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3791, s0.acc: 90.8809, s0.loss_bbox: 0.2777, s0.loss_mask: 0.3351, s1.loss_cls: 0.1696, s1.acc: 91.4882, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1612, s2.loss_cls: 0.0743, s2.acc: 92.2505, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0754, loss: 1.7818 +2025-06-20 19:19:38,596 - mmdet - INFO - Epoch [1][4700/14659] lr: 5.000e-05, eta: 5 days, 23:37:47, time: 1.003, data_time: 0.014, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0424, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3343, s0.acc: 91.7339, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3240, s1.loss_cls: 0.1476, s1.acc: 92.3482, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1548, s2.loss_cls: 0.0643, s2.acc: 93.0496, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0722, loss: 1.6422 +2025-06-20 19:20:25,930 - mmdet - INFO - Epoch [1][4750/14659] lr: 5.000e-05, eta: 5 days, 23:33:11, time: 0.947, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0423, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.3578, s0.acc: 91.4375, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3297, s1.loss_cls: 0.1597, s1.acc: 91.9299, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1591, s2.loss_cls: 0.0688, s2.acc: 92.8040, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0744, loss: 1.7041 +2025-06-20 19:21:15,085 - mmdet - INFO - Epoch [1][4800/14659] lr: 5.000e-05, eta: 5 days, 23:31:50, time: 0.982, data_time: 0.012, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0421, loss_rpn_cls: 0.0900, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3406, s0.acc: 91.8662, s0.loss_bbox: 0.2385, s0.loss_mask: 0.3368, s1.loss_cls: 0.1525, s1.acc: 92.3478, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1607, s2.loss_cls: 0.0655, s2.acc: 93.2717, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0742, loss: 1.6645 +2025-06-20 19:22:07,360 - mmdet - INFO - Epoch [1][4850/14659] lr: 5.000e-05, eta: 5 days, 23:36:13, time: 1.046, data_time: 0.012, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0397, loss_rpn_cls: 0.0905, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3362, s0.acc: 91.7441, s0.loss_bbox: 0.2485, s0.loss_mask: 0.3332, s1.loss_cls: 0.1511, s1.acc: 92.2677, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1608, s2.loss_cls: 0.0659, s2.acc: 93.0378, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0754, loss: 1.6732 +2025-06-20 19:22:54,791 - mmdet - INFO - Epoch [1][4900/14659] lr: 5.000e-05, eta: 5 days, 23:31:50, time: 0.949, data_time: 0.014, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0419, loss_rpn_cls: 0.0859, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3371, s0.acc: 91.6426, s0.loss_bbox: 0.2488, s0.loss_mask: 0.3399, s1.loss_cls: 0.1532, s1.acc: 92.0633, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1622, s2.loss_cls: 0.0669, s2.acc: 92.8724, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0754, loss: 1.6818 +2025-06-20 19:23:44,982 - mmdet - INFO - Epoch [1][4950/14659] lr: 5.000e-05, eta: 5 days, 23:32:21, time: 1.003, data_time: 0.012, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0408, loss_rpn_cls: 0.0789, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3577, s0.acc: 91.2773, s0.loss_bbox: 0.2639, s0.loss_mask: 0.3364, s1.loss_cls: 0.1593, s1.acc: 91.8446, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1617, s2.loss_cls: 0.0692, s2.acc: 92.7159, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0757, loss: 1.7218 +2025-06-20 19:24:32,501 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 19:24:32,501 - mmdet - INFO - Epoch [1][5000/14659] lr: 5.000e-05, eta: 5 days, 23:28:14, time: 0.951, data_time: 0.012, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0445, loss_rpn_cls: 0.0794, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3524, s0.acc: 91.0645, s0.loss_bbox: 0.2791, s0.loss_mask: 0.3407, s1.loss_cls: 0.1564, s1.acc: 91.6972, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1601, s2.loss_cls: 0.0679, s2.acc: 92.7015, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0750, loss: 1.7420 +2025-06-20 19:25:27,305 - mmdet - INFO - Epoch [1][5050/14659] lr: 5.000e-05, eta: 5 days, 23:36:43, time: 1.096, data_time: 0.014, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0483, loss_rpn_cls: 0.0837, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3684, s0.acc: 90.7300, s0.loss_bbox: 0.2820, s0.loss_mask: 0.3455, s1.loss_cls: 0.1650, s1.acc: 91.3181, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1645, s2.loss_cls: 0.0721, s2.acc: 92.3834, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0769, loss: 1.7982 +2025-06-20 19:26:14,818 - mmdet - INFO - Epoch [1][5100/14659] lr: 5.000e-05, eta: 5 days, 23:32:33, time: 0.950, data_time: 0.016, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0452, loss_rpn_cls: 0.0793, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.3620, s0.acc: 90.8496, s0.loss_bbox: 0.2796, s0.loss_mask: 0.3393, s1.loss_cls: 0.1617, s1.acc: 91.5097, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1601, s2.loss_cls: 0.0703, s2.acc: 92.4708, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0754, loss: 1.7608 +2025-06-20 19:27:05,055 - mmdet - INFO - Epoch [1][5150/14659] lr: 5.000e-05, eta: 5 days, 23:28:54, time: 0.955, data_time: 0.016, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0442, loss_rpn_cls: 0.0788, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3475, s0.acc: 91.4741, s0.loss_bbox: 0.2564, s0.loss_mask: 0.3238, s1.loss_cls: 0.1567, s1.acc: 91.9459, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1539, s2.loss_cls: 0.0674, s2.acc: 92.8040, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0721, loss: 1.6771 +2025-06-20 19:27:52,090 - mmdet - INFO - Epoch [1][5200/14659] lr: 5.000e-05, eta: 5 days, 23:28:14, time: 0.990, data_time: 0.064, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0496, loss_rpn_cls: 0.0809, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3356, s0.acc: 91.2759, s0.loss_bbox: 0.2687, s0.loss_mask: 0.3282, s1.loss_cls: 0.1499, s1.acc: 91.9351, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1567, s2.loss_cls: 0.0663, s2.acc: 92.6939, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0731, loss: 1.6913 +2025-06-20 19:28:44,323 - mmdet - INFO - Epoch [1][5250/14659] lr: 5.000e-05, eta: 5 days, 23:32:04, time: 1.045, data_time: 0.013, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0552, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.3381, s0.acc: 91.5718, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3190, s1.loss_cls: 0.1503, s1.acc: 92.1411, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1532, s2.loss_cls: 0.0647, s2.acc: 92.9802, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0712, loss: 1.6644 +2025-06-20 19:29:32,462 - mmdet - INFO - Epoch [1][5300/14659] lr: 5.000e-05, eta: 5 days, 23:29:06, time: 0.963, data_time: 0.012, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0572, loss_rpn_cls: 0.0813, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3374, s0.acc: 91.3774, s0.loss_bbox: 0.2683, s0.loss_mask: 0.3356, s1.loss_cls: 0.1536, s1.acc: 91.9140, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1586, s2.loss_cls: 0.0672, s2.acc: 92.7500, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0743, loss: 1.7168 +2025-06-20 19:30:22,218 - mmdet - INFO - Epoch [1][5350/14659] lr: 5.000e-05, eta: 5 days, 23:28:45, time: 0.995, data_time: 0.014, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0585, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3385, s0.acc: 91.4570, s0.loss_bbox: 0.2657, s0.loss_mask: 0.3310, s1.loss_cls: 0.1530, s1.acc: 91.9524, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1582, s2.loss_cls: 0.0659, s2.acc: 92.8756, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0732, loss: 1.7008 +2025-06-20 19:31:08,600 - mmdet - INFO - Epoch [1][5400/14659] lr: 5.000e-05, eta: 5 days, 23:23:02, time: 0.928, data_time: 0.012, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0678, loss_rpn_cls: 0.0722, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.3278, s0.acc: 91.6016, s0.loss_bbox: 0.2571, s0.loss_mask: 0.3331, s1.loss_cls: 0.1456, s1.acc: 92.0983, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1576, s2.loss_cls: 0.0638, s2.acc: 93.0125, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0733, loss: 1.6710 +2025-06-20 19:32:01,766 - mmdet - INFO - Epoch [1][5450/14659] lr: 5.000e-05, eta: 5 days, 23:28:10, time: 1.063, data_time: 0.014, memory: 11840, balance_loss: 0.0035, distill_loss: 0.0805, loss_rpn_cls: 0.0869, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3543, s0.acc: 91.0942, s0.loss_bbox: 0.2696, s0.loss_mask: 0.3284, s1.loss_cls: 0.1585, s1.acc: 91.6586, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1567, s2.loss_cls: 0.0690, s2.acc: 92.5819, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0728, loss: 1.7595 +2025-06-20 19:32:49,596 - mmdet - INFO - Epoch [1][5500/14659] lr: 5.000e-05, eta: 5 days, 23:24:49, time: 0.957, data_time: 0.011, memory: 11840, balance_loss: 0.0036, distill_loss: 0.0923, loss_rpn_cls: 0.0753, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.3481, s0.acc: 91.3643, s0.loss_bbox: 0.2716, s0.loss_mask: 0.3297, s1.loss_cls: 0.1557, s1.acc: 91.8531, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1556, s2.loss_cls: 0.0676, s2.acc: 92.5600, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0724, loss: 1.7519 +2025-06-20 19:33:39,123 - mmdet - INFO - Epoch [1][5550/14659] lr: 5.000e-05, eta: 5 days, 23:24:09, time: 0.991, data_time: 0.013, memory: 11840, balance_loss: 0.0038, distill_loss: 0.0991, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3270, s0.acc: 91.5601, s0.loss_bbox: 0.2565, s0.loss_mask: 0.3211, s1.loss_cls: 0.1461, s1.acc: 92.1134, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1532, s2.loss_cls: 0.0640, s2.acc: 92.8237, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0721, loss: 1.6851 +2025-06-20 19:34:28,491 - mmdet - INFO - Epoch [1][5600/14659] lr: 5.000e-05, eta: 5 days, 23:23:13, time: 0.987, data_time: 0.011, memory: 11840, balance_loss: 0.0040, distill_loss: 0.1093, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3432, s0.acc: 91.2812, s0.loss_bbox: 0.2651, s0.loss_mask: 0.3253, s1.loss_cls: 0.1529, s1.acc: 91.9115, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1556, s2.loss_cls: 0.0660, s2.acc: 92.7063, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0731, loss: 1.7508 +2025-06-20 19:35:18,870 - mmdet - INFO - Epoch [1][5650/14659] lr: 5.000e-05, eta: 5 days, 23:23:51, time: 1.008, data_time: 0.011, memory: 11840, balance_loss: 0.0043, distill_loss: 0.1302, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.3354, s0.acc: 91.3994, s0.loss_bbox: 0.2671, s0.loss_mask: 0.3340, s1.loss_cls: 0.1528, s1.acc: 91.8194, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1594, s2.loss_cls: 0.0669, s2.acc: 92.6344, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0749, loss: 1.7744 +2025-06-20 19:36:06,643 - mmdet - INFO - Epoch [1][5700/14659] lr: 5.000e-05, eta: 5 days, 23:20:28, time: 0.955, data_time: 0.014, memory: 11840, balance_loss: 0.0053, distill_loss: 0.1417, loss_rpn_cls: 0.0859, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3437, s0.acc: 91.0405, s0.loss_bbox: 0.2774, s0.loss_mask: 0.3288, s1.loss_cls: 0.1549, s1.acc: 91.5865, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1564, s2.loss_cls: 0.0684, s2.acc: 92.3618, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0730, loss: 1.8175 +2025-06-20 19:36:59,099 - mmdet - INFO - Epoch [1][5750/14659] lr: 5.000e-05, eta: 5 days, 23:24:15, time: 1.049, data_time: 0.014, memory: 11840, balance_loss: 0.0054, distill_loss: 0.1373, loss_rpn_cls: 0.0772, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3243, s0.acc: 91.8794, s0.loss_bbox: 0.2513, s0.loss_mask: 0.3285, s1.loss_cls: 0.1471, s1.acc: 92.3939, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1560, s2.loss_cls: 0.0640, s2.acc: 93.1947, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0724, loss: 1.7312 +2025-06-20 19:37:46,377 - mmdet - INFO - Epoch [1][5800/14659] lr: 5.000e-05, eta: 5 days, 23:20:09, time: 0.945, data_time: 0.013, memory: 11840, balance_loss: 0.0047, distill_loss: 0.1097, loss_rpn_cls: 0.0881, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3505, s0.acc: 90.9683, s0.loss_bbox: 0.2710, s0.loss_mask: 0.3282, s1.loss_cls: 0.1585, s1.acc: 91.6083, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1564, s2.loss_cls: 0.0694, s2.acc: 92.4182, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0734, loss: 1.7916 +2025-06-20 19:38:36,426 - mmdet - INFO - Epoch [1][5850/14659] lr: 5.000e-05, eta: 5 days, 23:20:15, time: 1.001, data_time: 0.014, memory: 11840, balance_loss: 0.0048, distill_loss: 0.1041, loss_rpn_cls: 0.0836, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3500, s0.acc: 91.0664, s0.loss_bbox: 0.2697, s0.loss_mask: 0.3266, s1.loss_cls: 0.1571, s1.acc: 91.6184, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1554, s2.loss_cls: 0.0680, s2.acc: 92.5171, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0724, loss: 1.7698 +2025-06-20 19:39:26,241 - mmdet - INFO - Epoch [1][5900/14659] lr: 5.000e-05, eta: 5 days, 23:19:59, time: 0.996, data_time: 0.011, memory: 11840, balance_loss: 0.0043, distill_loss: 0.0926, loss_rpn_cls: 0.0844, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3430, s0.acc: 91.3911, s0.loss_bbox: 0.2615, s0.loss_mask: 0.3243, s1.loss_cls: 0.1541, s1.acc: 91.8447, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1545, s2.loss_cls: 0.0671, s2.acc: 92.6285, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0724, loss: 1.7343 +2025-06-20 19:40:16,468 - mmdet - INFO - Epoch [1][5950/14659] lr: 5.000e-05, eta: 5 days, 23:20:18, time: 1.004, data_time: 0.013, memory: 11840, balance_loss: 0.0043, distill_loss: 0.0857, loss_rpn_cls: 0.0867, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3397, s0.acc: 91.1763, s0.loss_bbox: 0.2635, s0.loss_mask: 0.3185, s1.loss_cls: 0.1553, s1.acc: 91.6629, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1524, s2.loss_cls: 0.0681, s2.acc: 92.4630, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0715, loss: 1.7284 +2025-06-20 19:41:03,741 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 19:41:03,742 - mmdet - INFO - Epoch [1][6000/14659] lr: 5.000e-05, eta: 5 days, 23:16:19, time: 0.945, data_time: 0.012, memory: 11840, balance_loss: 0.0045, distill_loss: 0.0920, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.3568, s0.acc: 91.0391, s0.loss_bbox: 0.2750, s0.loss_mask: 0.3189, s1.loss_cls: 0.1627, s1.acc: 91.6045, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1512, s2.loss_cls: 0.0703, s2.acc: 92.5068, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0703, loss: 1.7642 +2025-06-20 19:41:54,468 - mmdet - INFO - Epoch [1][6050/14659] lr: 5.000e-05, eta: 5 days, 23:17:22, time: 1.015, data_time: 0.014, memory: 11840, balance_loss: 0.0043, distill_loss: 0.0804, loss_rpn_cls: 0.0834, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3532, s0.acc: 91.0259, s0.loss_bbox: 0.2745, s0.loss_mask: 0.3421, s1.loss_cls: 0.1589, s1.acc: 91.6208, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1598, s2.loss_cls: 0.0692, s2.acc: 92.5230, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0752, loss: 1.7847 +2025-06-20 19:42:47,015 - mmdet - INFO - Epoch [1][6100/14659] lr: 5.000e-05, eta: 5 days, 23:20:58, time: 1.051, data_time: 0.013, memory: 11840, balance_loss: 0.0045, distill_loss: 0.0863, loss_rpn_cls: 0.0797, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3341, s0.acc: 91.3154, s0.loss_bbox: 0.2748, s0.loss_mask: 0.3173, s1.loss_cls: 0.1487, s1.acc: 91.9677, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1534, s2.loss_cls: 0.0662, s2.acc: 92.6469, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0726, loss: 1.7216 +2025-06-20 19:43:31,599 - mmdet - INFO - Epoch [1][6150/14659] lr: 5.000e-05, eta: 5 days, 23:13:14, time: 0.892, data_time: 0.016, memory: 11840, balance_loss: 0.0043, distill_loss: 0.0826, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.3317, s0.acc: 91.6401, s0.loss_bbox: 0.2562, s0.loss_mask: 0.3187, s1.loss_cls: 0.1535, s1.acc: 92.0117, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1529, s2.loss_cls: 0.0673, s2.acc: 92.8080, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0716, loss: 1.6883 +2025-06-20 19:44:23,116 - mmdet - INFO - Epoch [1][6200/14659] lr: 5.000e-05, eta: 5 days, 23:15:21, time: 1.030, data_time: 0.012, memory: 11840, balance_loss: 0.0044, distill_loss: 0.0868, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.3098, s0.acc: 92.0210, s0.loss_bbox: 0.2473, s0.loss_mask: 0.3232, s1.loss_cls: 0.1403, s1.acc: 92.4117, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1510, s2.loss_cls: 0.0621, s2.acc: 93.1278, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0697, loss: 1.6262 +2025-06-20 19:45:11,222 - mmdet - INFO - Epoch [1][6250/14659] lr: 5.000e-05, eta: 5 days, 23:12:37, time: 0.962, data_time: 0.013, memory: 11840, balance_loss: 0.0043, distill_loss: 0.0853, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.3328, s0.acc: 91.3926, s0.loss_bbox: 0.2700, s0.loss_mask: 0.3261, s1.loss_cls: 0.1483, s1.acc: 91.9374, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1543, s2.loss_cls: 0.0650, s2.acc: 92.6840, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0724, loss: 1.7161 +2025-06-20 19:46:01,302 - mmdet - INFO - Epoch [1][6300/14659] lr: 5.000e-05, eta: 5 days, 23:12:43, time: 1.002, data_time: 0.013, memory: 11840, balance_loss: 0.0041, distill_loss: 0.0865, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3206, s0.acc: 91.7554, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3200, s1.loss_cls: 0.1455, s1.acc: 92.2247, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1538, s2.loss_cls: 0.0634, s2.acc: 93.0703, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0708, loss: 1.6843 +2025-06-20 19:46:50,595 - mmdet - INFO - Epoch [1][6350/14659] lr: 5.000e-05, eta: 5 days, 23:11:41, time: 0.986, data_time: 0.016, memory: 11840, balance_loss: 0.0041, distill_loss: 0.0809, loss_rpn_cls: 0.0696, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.3121, s0.acc: 91.5708, s0.loss_bbox: 0.2577, s0.loss_mask: 0.3160, s1.loss_cls: 0.1433, s1.acc: 91.8305, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1516, s2.loss_cls: 0.0638, s2.acc: 92.5520, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0712, loss: 1.6477 +2025-06-20 19:47:37,763 - mmdet - INFO - Epoch [1][6400/14659] lr: 5.000e-05, eta: 5 days, 23:07:48, time: 0.944, data_time: 0.013, memory: 11840, balance_loss: 0.0040, distill_loss: 0.0806, loss_rpn_cls: 0.0738, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3392, s0.acc: 91.3843, s0.loss_bbox: 0.2724, s0.loss_mask: 0.3248, s1.loss_cls: 0.1530, s1.acc: 91.9292, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1550, s2.loss_cls: 0.0663, s2.acc: 92.6727, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0724, loss: 1.7220 +2025-06-20 19:48:30,080 - mmdet - INFO - Epoch [1][6450/14659] lr: 5.000e-05, eta: 5 days, 23:10:52, time: 1.046, data_time: 0.012, memory: 11840, balance_loss: 0.0039, distill_loss: 0.0751, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.3381, s0.acc: 91.3599, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3160, s1.loss_cls: 0.1546, s1.acc: 91.6928, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1515, s2.loss_cls: 0.0676, s2.acc: 92.6529, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0712, loss: 1.6902 +2025-06-20 19:49:20,325 - mmdet - INFO - Epoch [1][6500/14659] lr: 5.000e-05, eta: 5 days, 23:11:08, time: 1.005, data_time: 0.012, memory: 11840, balance_loss: 0.0037, distill_loss: 0.0716, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3397, s0.acc: 91.2319, s0.loss_bbox: 0.2745, s0.loss_mask: 0.3281, s1.loss_cls: 0.1491, s1.acc: 92.0104, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1551, s2.loss_cls: 0.0661, s2.acc: 92.6658, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0718, loss: 1.7270 +2025-06-20 19:50:07,299 - mmdet - INFO - Epoch [1][6550/14659] lr: 5.000e-05, eta: 5 days, 23:06:59, time: 0.939, data_time: 0.013, memory: 11840, balance_loss: 0.0039, distill_loss: 0.0758, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3177, s0.acc: 91.8599, s0.loss_bbox: 0.2559, s0.loss_mask: 0.3227, s1.loss_cls: 0.1436, s1.acc: 92.3015, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1545, s2.loss_cls: 0.0632, s2.acc: 93.0955, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0721, loss: 1.6513 +2025-06-20 19:50:57,730 - mmdet - INFO - Epoch [1][6600/14659] lr: 5.000e-05, eta: 5 days, 23:07:30, time: 1.009, data_time: 0.016, memory: 11840, balance_loss: 0.0038, distill_loss: 0.0661, loss_rpn_cls: 0.0836, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3454, s0.acc: 91.2095, s0.loss_bbox: 0.2691, s0.loss_mask: 0.3186, s1.loss_cls: 0.1548, s1.acc: 91.7737, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1511, s2.loss_cls: 0.0674, s2.acc: 92.5960, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0711, loss: 1.7104 +2025-06-20 19:51:45,355 - mmdet - INFO - Epoch [1][6650/14659] lr: 5.000e-05, eta: 5 days, 23:04:19, time: 0.953, data_time: 0.014, memory: 11840, balance_loss: 0.0038, distill_loss: 0.0690, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.3287, s0.acc: 91.5259, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3145, s1.loss_cls: 0.1511, s1.acc: 91.7640, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1516, s2.loss_cls: 0.0657, s2.acc: 92.6178, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0714, loss: 1.6589 +2025-06-20 19:52:35,817 - mmdet - INFO - Epoch [1][6700/14659] lr: 5.000e-05, eta: 5 days, 23:04:51, time: 1.009, data_time: 0.014, memory: 11840, balance_loss: 0.0036, distill_loss: 0.0665, loss_rpn_cls: 0.0729, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.3235, s0.acc: 91.3525, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3106, s1.loss_cls: 0.1473, s1.acc: 91.7748, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1488, s2.loss_cls: 0.0656, s2.acc: 92.4087, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0694, loss: 1.6494 +2025-06-20 19:53:22,824 - mmdet - INFO - Epoch [1][6750/14659] lr: 5.000e-05, eta: 5 days, 23:00:54, time: 0.940, data_time: 0.012, memory: 11840, balance_loss: 0.0037, distill_loss: 0.0685, loss_rpn_cls: 0.0798, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3374, s0.acc: 91.2627, s0.loss_bbox: 0.2669, s0.loss_mask: 0.3182, s1.loss_cls: 0.1519, s1.acc: 91.7895, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1528, s2.loss_cls: 0.0673, s2.acc: 92.5760, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0713, loss: 1.7005 +2025-06-20 19:54:10,360 - mmdet - INFO - Epoch [1][6800/14659] lr: 5.000e-05, eta: 5 days, 22:57:40, time: 0.950, data_time: 0.013, memory: 11840, balance_loss: 0.0036, distill_loss: 0.0664, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3345, s0.acc: 91.2783, s0.loss_bbox: 0.2682, s0.loss_mask: 0.3185, s1.loss_cls: 0.1494, s1.acc: 91.9231, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1510, s2.loss_cls: 0.0656, s2.acc: 92.6259, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0708, loss: 1.6869 +2025-06-20 19:55:00,908 - mmdet - INFO - Epoch [1][6850/14659] lr: 5.000e-05, eta: 5 days, 22:58:19, time: 1.011, data_time: 0.013, memory: 11840, balance_loss: 0.0036, distill_loss: 0.0644, loss_rpn_cls: 0.0704, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3284, s0.acc: 91.5088, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3080, s1.loss_cls: 0.1508, s1.acc: 91.8695, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1471, s2.loss_cls: 0.0665, s2.acc: 92.6768, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0687, loss: 1.6510 +2025-06-20 19:55:53,260 - mmdet - INFO - Epoch [1][6900/14659] lr: 5.000e-05, eta: 5 days, 23:01:11, time: 1.047, data_time: 0.011, memory: 11840, balance_loss: 0.0038, distill_loss: 0.0639, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.3210, s0.acc: 91.7412, s0.loss_bbox: 0.2533, s0.loss_mask: 0.3120, s1.loss_cls: 0.1468, s1.acc: 92.2062, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1484, s2.loss_cls: 0.0648, s2.acc: 92.8756, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0699, loss: 1.6279 +2025-06-20 19:56:40,137 - mmdet - INFO - Epoch [1][6950/14659] lr: 5.000e-05, eta: 5 days, 22:57:11, time: 0.937, data_time: 0.012, memory: 11840, balance_loss: 0.0037, distill_loss: 0.0627, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.3101, s0.acc: 92.0039, s0.loss_bbox: 0.2497, s0.loss_mask: 0.3136, s1.loss_cls: 0.1412, s1.acc: 92.3993, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1494, s2.loss_cls: 0.0630, s2.acc: 92.9492, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0706, loss: 1.5970 +2025-06-20 19:57:30,032 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 19:57:30,032 - mmdet - INFO - Epoch [1][7000/14659] lr: 5.000e-05, eta: 5 days, 22:56:57, time: 0.998, data_time: 0.013, memory: 11840, balance_loss: 0.0036, distill_loss: 0.0624, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.3297, s0.acc: 91.4438, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3256, s1.loss_cls: 0.1487, s1.acc: 92.0069, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1564, s2.loss_cls: 0.0651, s2.acc: 92.9557, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0738, loss: 1.6662 +2025-06-20 19:58:18,707 - mmdet - INFO - Epoch [1][7050/14659] lr: 5.000e-05, eta: 5 days, 22:55:13, time: 0.974, data_time: 0.014, memory: 11840, balance_loss: 0.0035, distill_loss: 0.0585, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3129, s0.acc: 91.8613, s0.loss_bbox: 0.2549, s0.loss_mask: 0.3045, s1.loss_cls: 0.1392, s1.acc: 92.4769, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1486, s2.loss_cls: 0.0622, s2.acc: 92.9689, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0693, loss: 1.6062 +2025-06-20 19:59:08,887 - mmdet - INFO - Epoch [1][7100/14659] lr: 5.000e-05, eta: 5 days, 22:55:21, time: 1.004, data_time: 0.015, memory: 11840, balance_loss: 0.0035, distill_loss: 0.0585, loss_rpn_cls: 0.0782, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.3360, s0.acc: 91.2388, s0.loss_bbox: 0.2708, s0.loss_mask: 0.3119, s1.loss_cls: 0.1503, s1.acc: 91.8186, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1513, s2.loss_cls: 0.0669, s2.acc: 92.4694, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0697, loss: 1.6783 +2025-06-20 19:59:58,123 - mmdet - INFO - Epoch [1][7150/14659] lr: 5.000e-05, eta: 5 days, 22:54:18, time: 0.985, data_time: 0.010, memory: 11840, balance_loss: 0.0035, distill_loss: 0.0586, loss_rpn_cls: 0.0739, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.3137, s0.acc: 91.6284, s0.loss_bbox: 0.2582, s0.loss_mask: 0.3176, s1.loss_cls: 0.1428, s1.acc: 92.0251, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1532, s2.loss_cls: 0.0635, s2.acc: 92.7778, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0722, loss: 1.6337 +2025-06-20 20:00:48,483 - mmdet - INFO - Epoch [1][7200/14659] lr: 5.000e-05, eta: 5 days, 22:54:38, time: 1.007, data_time: 0.012, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0609, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.3064, s0.acc: 91.9541, s0.loss_bbox: 0.2477, s0.loss_mask: 0.3153, s1.loss_cls: 0.1378, s1.acc: 92.4370, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1503, s2.loss_cls: 0.0623, s2.acc: 92.9061, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0708, loss: 1.5905 +2025-06-20 20:01:39,595 - mmdet - INFO - Epoch [1][7250/14659] lr: 5.000e-05, eta: 5 days, 22:55:50, time: 1.022, data_time: 0.016, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0602, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3404, s0.acc: 90.8657, s0.loss_bbox: 0.2815, s0.loss_mask: 0.3154, s1.loss_cls: 0.1549, s1.acc: 91.2870, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1504, s2.loss_cls: 0.0690, s2.acc: 92.1698, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0690, loss: 1.7159 +2025-06-20 20:02:29,276 - mmdet - INFO - Epoch [1][7300/14659] lr: 5.000e-05, eta: 5 days, 22:55:18, time: 0.994, data_time: 0.013, memory: 11840, balance_loss: 0.0034, distill_loss: 0.0565, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2993, s0.acc: 92.0371, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3042, s1.loss_cls: 0.1387, s1.acc: 92.3599, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1443, s2.loss_cls: 0.0616, s2.acc: 92.9541, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0670, loss: 1.5701 +2025-06-20 20:03:16,212 - mmdet - INFO - Epoch [1][7350/14659] lr: 5.000e-05, eta: 5 days, 22:51:32, time: 0.939, data_time: 0.015, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0551, loss_rpn_cls: 0.0721, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.3051, s0.acc: 91.9507, s0.loss_bbox: 0.2498, s0.loss_mask: 0.3029, s1.loss_cls: 0.1390, s1.acc: 92.3749, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1465, s2.loss_cls: 0.0623, s2.acc: 93.0374, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0687, loss: 1.5825 +2025-06-20 20:04:06,364 - mmdet - INFO - Epoch [1][7400/14659] lr: 5.000e-05, eta: 5 days, 22:51:34, time: 1.003, data_time: 0.014, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0551, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3156, s0.acc: 91.8076, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3038, s1.loss_cls: 0.1433, s1.acc: 92.3143, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1468, s2.loss_cls: 0.0629, s2.acc: 93.1055, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0687, loss: 1.6105 +2025-06-20 20:04:56,712 - mmdet - INFO - Epoch [1][7450/14659] lr: 5.000e-05, eta: 5 days, 22:51:50, time: 1.007, data_time: 0.012, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0520, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.3242, s0.acc: 91.4946, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3118, s1.loss_cls: 0.1467, s1.acc: 92.1006, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1489, s2.loss_cls: 0.0637, s2.acc: 92.9611, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0695, loss: 1.6350 +2025-06-20 20:05:46,879 - mmdet - INFO - Epoch [1][7500/14659] lr: 5.000e-05, eta: 5 days, 22:49:03, time: 0.955, data_time: 0.013, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0523, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3188, s0.acc: 91.4707, s0.loss_bbox: 0.2635, s0.loss_mask: 0.3110, s1.loss_cls: 0.1434, s1.acc: 91.9789, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1486, s2.loss_cls: 0.0632, s2.acc: 92.7414, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0698, loss: 1.6242 +2025-06-20 20:06:37,271 - mmdet - INFO - Epoch [1][7550/14659] lr: 5.000e-05, eta: 5 days, 22:52:08, time: 1.056, data_time: 0.068, memory: 11840, balance_loss: 0.0034, distill_loss: 0.0550, loss_rpn_cls: 0.0709, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3163, s0.acc: 91.7974, s0.loss_bbox: 0.2535, s0.loss_mask: 0.3090, s1.loss_cls: 0.1444, s1.acc: 92.2624, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1471, s2.loss_cls: 0.0636, s2.acc: 92.8407, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0691, loss: 1.6058 +2025-06-20 20:07:24,535 - mmdet - INFO - Epoch [1][7600/14659] lr: 5.000e-05, eta: 5 days, 22:48:49, time: 0.945, data_time: 0.015, memory: 11840, balance_loss: 0.0034, distill_loss: 0.0540, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.3116, s0.acc: 91.6069, s0.loss_bbox: 0.2596, s0.loss_mask: 0.3106, s1.loss_cls: 0.1402, s1.acc: 92.2260, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1490, s2.loss_cls: 0.0619, s2.acc: 92.8537, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0693, loss: 1.6046 +2025-06-20 20:08:17,399 - mmdet - INFO - Epoch [1][7650/14659] lr: 5.000e-05, eta: 5 days, 22:51:54, time: 1.057, data_time: 0.014, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0522, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.3153, s0.acc: 91.6494, s0.loss_bbox: 0.2515, s0.loss_mask: 0.3136, s1.loss_cls: 0.1446, s1.acc: 91.9683, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1513, s2.loss_cls: 0.0649, s2.acc: 92.5995, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0711, loss: 1.6035 +2025-06-20 20:09:01,633 - mmdet - INFO - Epoch [1][7700/14659] lr: 5.000e-05, eta: 5 days, 22:45:13, time: 0.885, data_time: 0.013, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0556, loss_rpn_cls: 0.0699, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.3113, s0.acc: 91.6836, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3142, s1.loss_cls: 0.1399, s1.acc: 92.2183, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1491, s2.loss_cls: 0.0626, s2.acc: 92.9268, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0695, loss: 1.6087 +2025-06-20 20:09:58,162 - mmdet - INFO - Epoch [1][7750/14659] lr: 5.000e-05, eta: 5 days, 22:52:20, time: 1.130, data_time: 0.014, memory: 11840, balance_loss: 0.0033, distill_loss: 0.0534, loss_rpn_cls: 0.0728, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3346, s0.acc: 91.0146, s0.loss_bbox: 0.2797, s0.loss_mask: 0.3177, s1.loss_cls: 0.1530, s1.acc: 91.4245, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1517, s2.loss_cls: 0.0690, s2.acc: 92.0455, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0710, loss: 1.6964 +2025-06-20 20:10:45,501 - mmdet - INFO - Epoch [1][7800/14659] lr: 5.000e-05, eta: 5 days, 22:49:09, time: 0.947, data_time: 0.012, memory: 11840, balance_loss: 0.0034, distill_loss: 0.0588, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.3179, s0.acc: 91.6831, s0.loss_bbox: 0.2571, s0.loss_mask: 0.3107, s1.loss_cls: 0.1466, s1.acc: 91.9126, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1517, s2.loss_cls: 0.0655, s2.acc: 92.4603, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0708, loss: 1.6171 +2025-06-20 20:11:35,806 - mmdet - INFO - Epoch [1][7850/14659] lr: 5.000e-05, eta: 5 days, 22:49:17, time: 1.006, data_time: 0.014, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0550, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3070, s0.acc: 91.6641, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3004, s1.loss_cls: 0.1385, s1.acc: 92.1238, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1457, s2.loss_cls: 0.0623, s2.acc: 92.7759, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0685, loss: 1.5988 +2025-06-20 20:12:22,839 - mmdet - INFO - Epoch [1][7900/14659] lr: 5.000e-05, eta: 5 days, 22:45:48, time: 0.940, data_time: 0.010, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0526, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2980, s0.acc: 92.0938, s0.loss_bbox: 0.2418, s0.loss_mask: 0.3119, s1.loss_cls: 0.1384, s1.acc: 92.1733, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1481, s2.loss_cls: 0.0613, s2.acc: 92.9110, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0695, loss: 1.5610 +2025-06-20 20:13:08,079 - mmdet - INFO - Epoch [1][7950/14659] lr: 5.000e-05, eta: 5 days, 22:40:25, time: 0.905, data_time: 0.013, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0557, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.3181, s0.acc: 91.4805, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3079, s1.loss_cls: 0.1474, s1.acc: 91.8499, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1483, s2.loss_cls: 0.0659, s2.acc: 92.5396, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0688, loss: 1.6268 +2025-06-20 20:14:05,530 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 20:14:05,531 - mmdet - INFO - Epoch [1][8000/14659] lr: 5.000e-05, eta: 5 days, 22:48:17, time: 1.149, data_time: 0.013, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0539, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.3081, s0.acc: 91.6748, s0.loss_bbox: 0.2647, s0.loss_mask: 0.3171, s1.loss_cls: 0.1393, s1.acc: 92.0552, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1514, s2.loss_cls: 0.0616, s2.acc: 92.8679, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0714, loss: 1.6286 +2025-06-20 20:14:53,277 - mmdet - INFO - Epoch [1][8050/14659] lr: 5.000e-05, eta: 5 days, 22:45:38, time: 0.955, data_time: 0.012, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0534, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.3097, s0.acc: 91.5396, s0.loss_bbox: 0.2612, s0.loss_mask: 0.3095, s1.loss_cls: 0.1426, s1.acc: 91.8374, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1468, s2.loss_cls: 0.0648, s2.acc: 92.4370, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0683, loss: 1.6070 +2025-06-20 20:15:42,997 - mmdet - INFO - Epoch [1][8100/14659] lr: 5.000e-05, eta: 5 days, 22:45:04, time: 0.994, data_time: 0.011, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0532, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2966, s0.acc: 91.9438, s0.loss_bbox: 0.2613, s0.loss_mask: 0.3117, s1.loss_cls: 0.1342, s1.acc: 92.5152, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1489, s2.loss_cls: 0.0599, s2.acc: 93.1234, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0700, loss: 1.5888 +2025-06-20 20:16:28,101 - mmdet - INFO - Epoch [1][8150/14659] lr: 5.000e-05, eta: 5 days, 22:39:40, time: 0.903, data_time: 0.014, memory: 11840, balance_loss: 0.0031, distill_loss: 0.0514, loss_rpn_cls: 0.0789, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3155, s0.acc: 91.5107, s0.loss_bbox: 0.2691, s0.loss_mask: 0.3063, s1.loss_cls: 0.1412, s1.acc: 92.0935, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1465, s2.loss_cls: 0.0629, s2.acc: 92.7772, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0677, loss: 1.6270 +2025-06-20 20:17:24,215 - mmdet - INFO - Epoch [1][8200/14659] lr: 5.000e-05, eta: 5 days, 22:45:52, time: 1.122, data_time: 0.012, memory: 11840, balance_loss: 0.0032, distill_loss: 0.0494, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.3145, s0.acc: 91.6528, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3001, s1.loss_cls: 0.1442, s1.acc: 92.0911, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1424, s2.loss_cls: 0.0635, s2.acc: 92.7444, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0665, loss: 1.5907 +2025-06-20 20:18:11,448 - mmdet - INFO - Epoch [1][8250/14659] lr: 5.000e-05, eta: 5 days, 22:42:43, time: 0.945, data_time: 0.013, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0481, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.3115, s0.acc: 91.7544, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3078, s1.loss_cls: 0.1411, s1.acc: 92.2257, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1488, s2.loss_cls: 0.0637, s2.acc: 92.7840, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0698, loss: 1.5981 +2025-06-20 20:19:02,525 - mmdet - INFO - Epoch [1][8300/14659] lr: 5.000e-05, eta: 5 days, 22:43:37, time: 1.022, data_time: 0.014, memory: 11909, balance_loss: 0.0032, distill_loss: 0.0474, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3252, s0.acc: 91.0566, s0.loss_bbox: 0.2887, s0.loss_mask: 0.3099, s1.loss_cls: 0.1492, s1.acc: 91.4411, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1480, s2.loss_cls: 0.0675, s2.acc: 92.0641, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0694, loss: 1.6809 +2025-06-20 20:19:51,069 - mmdet - INFO - Epoch [1][8350/14659] lr: 5.000e-05, eta: 5 days, 22:41:50, time: 0.971, data_time: 0.012, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0444, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.3161, s0.acc: 91.3921, s0.loss_bbox: 0.2628, s0.loss_mask: 0.3042, s1.loss_cls: 0.1427, s1.acc: 91.9141, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1452, s2.loss_cls: 0.0643, s2.acc: 92.5689, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0676, loss: 1.5986 +2025-06-20 20:20:41,244 - mmdet - INFO - Epoch [1][8400/14659] lr: 5.000e-05, eta: 5 days, 22:41:44, time: 1.003, data_time: 0.011, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0474, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3233, s0.acc: 91.3340, s0.loss_bbox: 0.2739, s0.loss_mask: 0.3032, s1.loss_cls: 0.1473, s1.acc: 91.6822, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1461, s2.loss_cls: 0.0651, s2.acc: 92.4355, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0667, loss: 1.6364 +2025-06-20 20:21:33,828 - mmdet - INFO - Epoch [1][8450/14659] lr: 5.000e-05, eta: 5 days, 22:44:07, time: 1.052, data_time: 0.011, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0492, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2861, s0.acc: 92.2964, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2859, s1.loss_cls: 0.1310, s1.acc: 92.6734, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1380, s2.loss_cls: 0.0583, s2.acc: 93.3459, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0648, loss: 1.4903 +2025-06-20 20:22:24,119 - mmdet - INFO - Epoch [1][8500/14659] lr: 5.000e-05, eta: 5 days, 22:44:07, time: 1.006, data_time: 0.012, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0456, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3018, s0.acc: 91.8237, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2981, s1.loss_cls: 0.1366, s1.acc: 92.0518, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1435, s2.loss_cls: 0.0611, s2.acc: 92.6773, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0676, loss: 1.5822 +2025-06-20 20:23:12,327 - mmdet - INFO - Epoch [1][8550/14659] lr: 5.000e-05, eta: 5 days, 22:42:01, time: 0.964, data_time: 0.012, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0444, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2870, s0.acc: 92.0278, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2846, s1.loss_cls: 0.1303, s1.acc: 92.5067, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1377, s2.loss_cls: 0.0596, s2.acc: 93.0887, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0644, loss: 1.5104 +2025-06-20 20:24:00,338 - mmdet - INFO - Epoch [1][8600/14659] lr: 5.000e-05, eta: 5 days, 22:39:43, time: 0.960, data_time: 0.011, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0452, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.3115, s0.acc: 91.8110, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2999, s1.loss_cls: 0.1423, s1.acc: 92.1803, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1459, s2.loss_cls: 0.0630, s2.acc: 92.8377, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0694, loss: 1.5771 +2025-06-20 20:24:49,757 - mmdet - INFO - Epoch [1][8650/14659] lr: 5.000e-05, eta: 5 days, 22:38:51, time: 0.988, data_time: 0.015, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0452, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.3002, s0.acc: 92.0776, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2974, s1.loss_cls: 0.1344, s1.acc: 92.5355, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1467, s2.loss_cls: 0.0600, s2.acc: 93.1730, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0686, loss: 1.5363 +2025-06-20 20:25:42,324 - mmdet - INFO - Epoch [1][8700/14659] lr: 5.000e-05, eta: 5 days, 22:41:06, time: 1.051, data_time: 0.013, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0444, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3164, s0.acc: 91.6377, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3141, s1.loss_cls: 0.1433, s1.acc: 92.1774, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1498, s2.loss_cls: 0.0628, s2.acc: 92.9753, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0699, loss: 1.6071 +2025-06-20 20:26:32,502 - mmdet - INFO - Epoch [1][8750/14659] lr: 5.000e-05, eta: 5 days, 22:40:57, time: 1.003, data_time: 0.013, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0448, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3189, s0.acc: 91.6177, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3000, s1.loss_cls: 0.1449, s1.acc: 92.0367, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1443, s2.loss_cls: 0.0656, s2.acc: 92.6197, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0675, loss: 1.6011 +2025-06-20 20:27:17,628 - mmdet - INFO - Epoch [1][8800/14659] lr: 5.000e-05, eta: 5 days, 22:35:51, time: 0.903, data_time: 0.011, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0450, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3110, s0.acc: 91.4585, s0.loss_bbox: 0.2739, s0.loss_mask: 0.2998, s1.loss_cls: 0.1417, s1.acc: 91.9165, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1436, s2.loss_cls: 0.0622, s2.acc: 92.6293, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0672, loss: 1.6157 +2025-06-20 20:28:09,899 - mmdet - INFO - Epoch [1][8850/14659] lr: 5.000e-05, eta: 5 days, 22:37:46, time: 1.046, data_time: 0.012, memory: 11909, balance_loss: 0.0031, distill_loss: 0.0436, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3067, s0.acc: 91.6382, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3029, s1.loss_cls: 0.1398, s1.acc: 92.0928, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1466, s2.loss_cls: 0.0626, s2.acc: 92.7146, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0682, loss: 1.5844 +2025-06-20 20:29:02,596 - mmdet - INFO - Epoch [1][8900/14659] lr: 5.000e-05, eta: 5 days, 22:40:04, time: 1.054, data_time: 0.012, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0440, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.3142, s0.acc: 91.5327, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2991, s1.loss_cls: 0.1422, s1.acc: 92.0704, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1445, s2.loss_cls: 0.0638, s2.acc: 92.5074, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0675, loss: 1.5961 +2025-06-20 20:29:52,816 - mmdet - INFO - Epoch [1][8950/14659] lr: 5.000e-05, eta: 5 days, 22:39:57, time: 1.004, data_time: 0.013, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0416, loss_rpn_cls: 0.0699, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3228, s0.acc: 91.3057, s0.loss_bbox: 0.2791, s0.loss_mask: 0.3038, s1.loss_cls: 0.1472, s1.acc: 91.7563, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1456, s2.loss_cls: 0.0650, s2.acc: 92.6626, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0672, loss: 1.6337 +2025-06-20 20:30:37,485 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 20:30:37,485 - mmdet - INFO - Epoch [1][9000/14659] lr: 5.000e-05, eta: 5 days, 22:34:29, time: 0.893, data_time: 0.011, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0425, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.3104, s0.acc: 91.6240, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2861, s1.loss_cls: 0.1404, s1.acc: 92.0493, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1375, s2.loss_cls: 0.0618, s2.acc: 92.7001, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0639, loss: 1.5516 +2025-06-20 20:31:24,792 - mmdet - INFO - Epoch [1][9050/14659] lr: 5.000e-05, eta: 5 days, 22:31:35, time: 0.946, data_time: 0.011, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0409, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2804, s0.acc: 92.2817, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2926, s1.loss_cls: 0.1288, s1.acc: 92.6812, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1431, s2.loss_cls: 0.0574, s2.acc: 93.2336, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0663, loss: 1.4926 +2025-06-20 20:32:17,878 - mmdet - INFO - Epoch [1][9100/14659] lr: 5.000e-05, eta: 5 days, 22:34:12, time: 1.062, data_time: 0.014, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0396, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2965, s0.acc: 91.7930, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2971, s1.loss_cls: 0.1358, s1.acc: 92.1208, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1440, s2.loss_cls: 0.0605, s2.acc: 92.7403, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0681, loss: 1.5616 +2025-06-20 20:33:09,980 - mmdet - INFO - Epoch [1][9150/14659] lr: 5.000e-05, eta: 5 days, 22:35:50, time: 1.042, data_time: 0.013, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0403, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.3259, s0.acc: 91.3325, s0.loss_bbox: 0.2688, s0.loss_mask: 0.3161, s1.loss_cls: 0.1499, s1.acc: 91.6874, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1511, s2.loss_cls: 0.0679, s2.acc: 92.1933, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0707, loss: 1.6435 +2025-06-20 20:34:00,057 - mmdet - INFO - Epoch [1][9200/14659] lr: 5.000e-05, eta: 5 days, 22:35:34, time: 1.002, data_time: 0.012, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0385, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3011, s0.acc: 91.9487, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2972, s1.loss_cls: 0.1375, s1.acc: 92.3420, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1438, s2.loss_cls: 0.0602, s2.acc: 92.9458, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0672, loss: 1.5511 +2025-06-20 20:34:45,154 - mmdet - INFO - Epoch [1][9250/14659] lr: 5.000e-05, eta: 5 days, 22:30:37, time: 0.902, data_time: 0.014, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0405, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2856, s0.acc: 92.1675, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2994, s1.loss_cls: 0.1284, s1.acc: 92.6692, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1419, s2.loss_cls: 0.0578, s2.acc: 93.1680, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0666, loss: 1.5225 +2025-06-20 20:35:38,073 - mmdet - INFO - Epoch [1][9300/14659] lr: 5.000e-05, eta: 5 days, 22:33:00, time: 1.059, data_time: 0.012, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0410, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2992, s0.acc: 91.8677, s0.loss_bbox: 0.2604, s0.loss_mask: 0.3012, s1.loss_cls: 0.1379, s1.acc: 92.2222, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1428, s2.loss_cls: 0.0612, s2.acc: 92.8391, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0663, loss: 1.5558 +2025-06-20 20:36:31,663 - mmdet - INFO - Epoch [1][9350/14659] lr: 5.000e-05, eta: 5 days, 22:35:58, time: 1.072, data_time: 0.013, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0415, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2875, s0.acc: 92.1963, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2988, s1.loss_cls: 0.1322, s1.acc: 92.5664, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1436, s2.loss_cls: 0.0594, s2.acc: 93.0993, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0678, loss: 1.5247 +2025-06-20 20:37:21,551 - mmdet - INFO - Epoch [1][9400/14659] lr: 5.000e-05, eta: 5 days, 22:35:29, time: 0.998, data_time: 0.011, memory: 11909, balance_loss: 0.0030, distill_loss: 0.0421, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3422, s0.acc: 90.9883, s0.loss_bbox: 0.2802, s0.loss_mask: 0.3122, s1.loss_cls: 0.1554, s1.acc: 91.4268, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1478, s2.loss_cls: 0.0691, s2.acc: 92.1629, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0694, loss: 1.6860 +2025-06-20 20:38:06,204 - mmdet - INFO - Epoch [1][9450/14659] lr: 5.000e-05, eta: 5 days, 22:30:12, time: 0.893, data_time: 0.012, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0364, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2981, s0.acc: 91.8662, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2930, s1.loss_cls: 0.1359, s1.acc: 92.2347, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1413, s2.loss_cls: 0.0621, s2.acc: 92.6888, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0656, loss: 1.5313 +2025-06-20 20:38:56,806 - mmdet - INFO - Epoch [1][9500/14659] lr: 5.000e-05, eta: 5 days, 22:30:24, time: 1.012, data_time: 0.013, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0374, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2984, s0.acc: 91.7974, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2977, s1.loss_cls: 0.1351, s1.acc: 92.2666, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1452, s2.loss_cls: 0.0611, s2.acc: 92.9172, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0675, loss: 1.5681 +2025-06-20 20:39:44,518 - mmdet - INFO - Epoch [1][9550/14659] lr: 5.000e-05, eta: 5 days, 22:27:57, time: 0.954, data_time: 0.017, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0351, loss_rpn_cls: 0.0668, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2937, s0.acc: 91.9346, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2989, s1.loss_cls: 0.1348, s1.acc: 92.3958, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1444, s2.loss_cls: 0.0612, s2.acc: 92.8734, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0676, loss: 1.5395 +2025-06-20 20:40:38,827 - mmdet - INFO - Epoch [1][9600/14659] lr: 5.000e-05, eta: 5 days, 22:31:28, time: 1.086, data_time: 0.013, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0365, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3021, s0.acc: 91.5684, s0.loss_bbox: 0.2731, s0.loss_mask: 0.2998, s1.loss_cls: 0.1404, s1.acc: 91.8008, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1429, s2.loss_cls: 0.0631, s2.acc: 92.4738, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0669, loss: 1.5845 +2025-06-20 20:41:26,811 - mmdet - INFO - Epoch [1][9650/14659] lr: 5.000e-05, eta: 5 days, 22:29:15, time: 0.959, data_time: 0.012, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0353, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.3007, s0.acc: 91.6484, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2914, s1.loss_cls: 0.1383, s1.acc: 91.8482, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1426, s2.loss_cls: 0.0622, s2.acc: 92.4500, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0676, loss: 1.5477 +2025-06-20 20:42:14,963 - mmdet - INFO - Epoch [1][9700/14659] lr: 5.000e-05, eta: 5 days, 22:27:14, time: 0.963, data_time: 0.012, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0352, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.3010, s0.acc: 91.5229, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2990, s1.loss_cls: 0.1378, s1.acc: 91.9504, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1443, s2.loss_cls: 0.0630, s2.acc: 92.3406, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0676, loss: 1.5678 +2025-06-20 20:43:03,055 - mmdet - INFO - Epoch [1][9750/14659] lr: 5.000e-05, eta: 5 days, 22:25:08, time: 0.961, data_time: 0.014, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0355, loss_rpn_cls: 0.0714, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3208, s0.acc: 91.1914, s0.loss_bbox: 0.2834, s0.loss_mask: 0.3012, s1.loss_cls: 0.1488, s1.acc: 91.4658, s1.loss_bbox: 0.1168, s1.loss_mask: 0.1464, s2.loss_cls: 0.0665, s2.acc: 92.1278, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0687, loss: 1.6379 +2025-06-20 20:43:55,833 - mmdet - INFO - Epoch [1][9800/14659] lr: 5.000e-05, eta: 5 days, 22:27:13, time: 1.056, data_time: 0.013, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0353, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2766, s0.acc: 92.3364, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2869, s1.loss_cls: 0.1268, s1.acc: 92.7630, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1405, s2.loss_cls: 0.0572, s2.acc: 93.3508, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0661, loss: 1.4694 +2025-06-20 20:44:48,798 - mmdet - INFO - Epoch [1][9850/14659] lr: 5.000e-05, eta: 5 days, 22:29:26, time: 1.060, data_time: 0.014, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0354, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.3034, s0.acc: 91.5547, s0.loss_bbox: 0.2665, s0.loss_mask: 0.3018, s1.loss_cls: 0.1381, s1.acc: 91.9291, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1457, s2.loss_cls: 0.0617, s2.acc: 92.6622, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0685, loss: 1.5740 +2025-06-20 20:45:36,057 - mmdet - INFO - Epoch [1][9900/14659] lr: 5.000e-05, eta: 5 days, 22:26:38, time: 0.945, data_time: 0.011, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0349, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2950, s0.acc: 92.1846, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2872, s1.loss_cls: 0.1353, s1.acc: 92.4825, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1385, s2.loss_cls: 0.0610, s2.acc: 93.0309, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0653, loss: 1.5024 +2025-06-20 20:46:23,240 - mmdet - INFO - Epoch [1][9950/14659] lr: 5.000e-05, eta: 5 days, 22:23:46, time: 0.943, data_time: 0.011, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0346, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2932, s0.acc: 91.7422, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2887, s1.loss_cls: 0.1346, s1.acc: 92.0141, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1382, s2.loss_cls: 0.0603, s2.acc: 92.6227, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0640, loss: 1.5231 +2025-06-20 20:47:16,912 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 20:47:16,913 - mmdet - INFO - Epoch [1][10000/14659] lr: 5.000e-05, eta: 5 days, 22:26:33, time: 1.074, data_time: 0.016, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0348, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.3096, s0.acc: 91.3950, s0.loss_bbox: 0.2676, s0.loss_mask: 0.2966, s1.loss_cls: 0.1424, s1.acc: 91.6435, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1420, s2.loss_cls: 0.0645, s2.acc: 92.2712, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0660, loss: 1.5751 +2025-06-20 20:48:07,894 - mmdet - INFO - Epoch [1][10050/14659] lr: 5.000e-05, eta: 5 days, 22:26:59, time: 1.020, data_time: 0.015, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0348, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2958, s0.acc: 91.8687, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2925, s1.loss_cls: 0.1346, s1.acc: 92.2146, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1404, s2.loss_cls: 0.0612, s2.acc: 92.6373, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0654, loss: 1.5299 +2025-06-20 20:48:55,863 - mmdet - INFO - Epoch [1][10100/14659] lr: 5.000e-05, eta: 5 days, 22:24:49, time: 0.959, data_time: 0.012, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0335, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2912, s0.acc: 92.0327, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2932, s1.loss_cls: 0.1337, s1.acc: 92.3807, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1431, s2.loss_cls: 0.0603, s2.acc: 92.9559, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0678, loss: 1.5264 +2025-06-20 20:49:43,382 - mmdet - INFO - Epoch [1][10150/14659] lr: 5.000e-05, eta: 5 days, 22:22:18, time: 0.951, data_time: 0.014, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0331, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2985, s0.acc: 91.7344, s0.loss_bbox: 0.2685, s0.loss_mask: 0.3028, s1.loss_cls: 0.1346, s1.acc: 92.1548, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1471, s2.loss_cls: 0.0614, s2.acc: 92.7049, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0691, loss: 1.5698 +2025-06-20 20:50:33,869 - mmdet - INFO - Epoch [1][10200/14659] lr: 5.000e-05, eta: 5 days, 22:22:18, time: 1.010, data_time: 0.013, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0343, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2778, s0.acc: 92.4668, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2844, s1.loss_cls: 0.1269, s1.acc: 92.7584, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1366, s2.loss_cls: 0.0575, s2.acc: 93.3352, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0640, loss: 1.4400 +2025-06-20 20:51:29,847 - mmdet - INFO - Epoch [1][10250/14659] lr: 5.000e-05, eta: 5 days, 22:26:54, time: 1.120, data_time: 0.012, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0329, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.3024, s0.acc: 91.5337, s0.loss_bbox: 0.2680, s0.loss_mask: 0.2936, s1.loss_cls: 0.1380, s1.acc: 91.9907, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1423, s2.loss_cls: 0.0626, s2.acc: 92.6008, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0671, loss: 1.5629 +2025-06-20 20:52:17,687 - mmdet - INFO - Epoch [1][10300/14659] lr: 5.000e-05, eta: 5 days, 22:24:38, time: 0.957, data_time: 0.014, memory: 11909, balance_loss: 0.0029, distill_loss: 0.0344, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.3017, s0.acc: 91.7812, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2938, s1.loss_cls: 0.1390, s1.acc: 92.1675, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1408, s2.loss_cls: 0.0622, s2.acc: 92.7400, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0657, loss: 1.5561 +2025-06-20 20:53:04,879 - mmdet - INFO - Epoch [1][10350/14659] lr: 5.000e-05, eta: 5 days, 22:21:51, time: 0.944, data_time: 0.012, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0342, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.3000, s0.acc: 91.8594, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2940, s1.loss_cls: 0.1361, s1.acc: 92.2811, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1430, s2.loss_cls: 0.0605, s2.acc: 92.9011, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0661, loss: 1.5484 +2025-06-20 20:53:50,052 - mmdet - INFO - Epoch [1][10400/14659] lr: 5.000e-05, eta: 5 days, 22:17:25, time: 0.904, data_time: 0.016, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0348, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2968, s0.acc: 91.9209, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2911, s1.loss_cls: 0.1352, s1.acc: 92.3472, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1392, s2.loss_cls: 0.0604, s2.acc: 93.0162, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0650, loss: 1.5235 +2025-06-20 20:54:45,821 - mmdet - INFO - Epoch [1][10450/14659] lr: 5.000e-05, eta: 5 days, 22:21:46, time: 1.115, data_time: 0.013, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0340, loss_rpn_cls: 0.0648, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2893, s0.acc: 91.8794, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2841, s1.loss_cls: 0.1321, s1.acc: 92.2357, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1404, s2.loss_cls: 0.0606, s2.acc: 92.6828, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0659, loss: 1.5231 +2025-06-20 20:55:34,907 - mmdet - INFO - Epoch [1][10500/14659] lr: 5.000e-05, eta: 5 days, 22:20:33, time: 0.982, data_time: 0.011, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0348, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2712, s0.acc: 92.3589, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2925, s1.loss_cls: 0.1245, s1.acc: 92.7697, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1380, s2.loss_cls: 0.0566, s2.acc: 93.1505, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0646, loss: 1.4738 +2025-06-20 20:56:22,460 - mmdet - INFO - Epoch [1][10550/14659] lr: 5.000e-05, eta: 5 days, 22:18:07, time: 0.951, data_time: 0.014, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0329, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2944, s0.acc: 91.9990, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2852, s1.loss_cls: 0.1345, s1.acc: 92.5002, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1364, s2.loss_cls: 0.0609, s2.acc: 93.0360, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0639, loss: 1.5174 +2025-06-20 20:57:07,552 - mmdet - INFO - Epoch [1][10600/14659] lr: 5.000e-05, eta: 5 days, 22:13:41, time: 0.902, data_time: 0.012, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0320, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.3019, s0.acc: 91.7812, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2954, s1.loss_cls: 0.1384, s1.acc: 92.2238, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1421, s2.loss_cls: 0.0622, s2.acc: 92.8614, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0664, loss: 1.5414 +2025-06-20 20:57:58,611 - mmdet - INFO - Epoch [1][10650/14659] lr: 5.000e-05, eta: 5 days, 22:14:07, time: 1.021, data_time: 0.013, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0318, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.3007, s0.acc: 91.5845, s0.loss_bbox: 0.2636, s0.loss_mask: 0.2865, s1.loss_cls: 0.1364, s1.acc: 91.9790, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1366, s2.loss_cls: 0.0614, s2.acc: 92.7482, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0632, loss: 1.5239 +2025-06-20 20:58:56,148 - mmdet - INFO - Epoch [1][10700/14659] lr: 5.000e-05, eta: 5 days, 22:19:45, time: 1.151, data_time: 0.014, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0311, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.3028, s0.acc: 91.6069, s0.loss_bbox: 0.2679, s0.loss_mask: 0.2876, s1.loss_cls: 0.1389, s1.acc: 91.9677, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1390, s2.loss_cls: 0.0627, s2.acc: 92.6372, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0654, loss: 1.5466 +2025-06-20 20:59:41,905 - mmdet - INFO - Epoch [1][10750/14659] lr: 5.000e-05, eta: 5 days, 22:15:53, time: 0.915, data_time: 0.016, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0328, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3177, s0.acc: 91.2344, s0.loss_bbox: 0.2790, s0.loss_mask: 0.2932, s1.loss_cls: 0.1456, s1.acc: 91.5922, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1421, s2.loss_cls: 0.0646, s2.acc: 92.3204, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0669, loss: 1.6006 +2025-06-20 21:00:29,996 - mmdet - INFO - Epoch [1][10800/14659] lr: 5.000e-05, eta: 5 days, 22:13:54, time: 0.962, data_time: 0.013, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0331, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2822, s0.acc: 92.2686, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2859, s1.loss_cls: 0.1289, s1.acc: 92.6956, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1381, s2.loss_cls: 0.0584, s2.acc: 93.0970, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0649, loss: 1.4823 +2025-06-20 21:01:20,003 - mmdet - INFO - Epoch [1][10850/14659] lr: 5.000e-05, eta: 5 days, 22:13:28, time: 1.000, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0315, loss_rpn_cls: 0.0686, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2809, s0.acc: 92.1670, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2905, s1.loss_cls: 0.1270, s1.acc: 92.5425, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1393, s2.loss_cls: 0.0575, s2.acc: 92.9885, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0655, loss: 1.4942 +2025-06-20 21:02:12,416 - mmdet - INFO - Epoch [1][10900/14659] lr: 5.000e-05, eta: 5 days, 22:14:54, time: 1.048, data_time: 0.012, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0308, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.3055, s0.acc: 91.4961, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2946, s1.loss_cls: 0.1391, s1.acc: 92.0039, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1422, s2.loss_cls: 0.0635, s2.acc: 92.3779, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0668, loss: 1.5620 +2025-06-20 21:03:03,231 - mmdet - INFO - Epoch [1][10950/14659] lr: 5.000e-05, eta: 5 days, 22:15:05, time: 1.017, data_time: 0.013, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0305, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2888, s0.acc: 92.1895, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2849, s1.loss_cls: 0.1360, s1.acc: 92.4271, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1367, s2.loss_cls: 0.0617, s2.acc: 92.7012, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0640, loss: 1.4787 +2025-06-20 21:03:48,271 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 21:03:48,271 - mmdet - INFO - Epoch [1][11000/14659] lr: 5.000e-05, eta: 5 days, 22:10:43, time: 0.901, data_time: 0.013, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0315, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2818, s0.acc: 91.8564, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2892, s1.loss_cls: 0.1297, s1.acc: 92.2538, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1412, s2.loss_cls: 0.0589, s2.acc: 92.8598, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0667, loss: 1.5001 +2025-06-20 21:04:37,635 - mmdet - INFO - Epoch [1][11050/14659] lr: 5.000e-05, eta: 5 days, 22:09:47, time: 0.988, data_time: 0.011, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0305, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2893, s0.acc: 92.0669, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2919, s1.loss_cls: 0.1337, s1.acc: 92.4077, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1429, s2.loss_cls: 0.0605, s2.acc: 92.8506, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0670, loss: 1.5027 +2025-06-20 21:05:25,541 - mmdet - INFO - Epoch [1][11100/14659] lr: 5.000e-05, eta: 5 days, 22:07:42, time: 0.958, data_time: 0.011, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0318, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2814, s0.acc: 91.9653, s0.loss_bbox: 0.2670, s0.loss_mask: 0.2845, s1.loss_cls: 0.1296, s1.acc: 92.2940, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1391, s2.loss_cls: 0.0585, s2.acc: 92.7639, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0658, loss: 1.5137 +2025-06-20 21:06:23,625 - mmdet - INFO - Epoch [1][11150/14659] lr: 5.000e-05, eta: 5 days, 22:13:28, time: 1.161, data_time: 0.014, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0316, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2738, s0.acc: 92.1992, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2768, s1.loss_cls: 0.1281, s1.acc: 92.5089, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1360, s2.loss_cls: 0.0584, s2.acc: 93.0120, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0632, loss: 1.4599 +2025-06-20 21:07:09,282 - mmdet - INFO - Epoch [1][11200/14659] lr: 5.000e-05, eta: 5 days, 22:09:39, time: 0.914, data_time: 0.018, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0296, loss_rpn_cls: 0.0668, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2956, s0.acc: 91.6978, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2902, s1.loss_cls: 0.1349, s1.acc: 92.0357, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1405, s2.loss_cls: 0.0616, s2.acc: 92.6014, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0663, loss: 1.5460 +2025-06-20 21:07:54,934 - mmdet - INFO - Epoch [1][11250/14659] lr: 5.000e-05, eta: 5 days, 22:05:51, time: 0.913, data_time: 0.016, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0299, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2891, s0.acc: 91.9282, s0.loss_bbox: 0.2643, s0.loss_mask: 0.2859, s1.loss_cls: 0.1329, s1.acc: 92.3646, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1401, s2.loss_cls: 0.0603, s2.acc: 92.8454, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0669, loss: 1.5207 +2025-06-20 21:08:44,027 - mmdet - INFO - Epoch [1][11300/14659] lr: 5.000e-05, eta: 5 days, 22:04:42, time: 0.982, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0309, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2703, s0.acc: 92.5161, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2837, s1.loss_cls: 0.1240, s1.acc: 92.8898, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1383, s2.loss_cls: 0.0567, s2.acc: 93.3056, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0651, loss: 1.4399 +2025-06-20 21:09:40,509 - mmdet - INFO - Epoch [1][11350/14659] lr: 5.000e-05, eta: 5 days, 22:09:09, time: 1.130, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0320, loss_rpn_cls: 0.0677, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2828, s0.acc: 92.0537, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2888, s1.loss_cls: 0.1270, s1.acc: 92.5081, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1406, s2.loss_cls: 0.0574, s2.acc: 93.0074, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0660, loss: 1.4952 +2025-06-20 21:10:30,693 - mmdet - INFO - Epoch [1][11400/14659] lr: 5.000e-05, eta: 5 days, 22:08:48, time: 1.004, data_time: 0.016, memory: 11909, balance_loss: 0.0028, distill_loss: 0.0307, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2940, s0.acc: 91.8257, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2837, s1.loss_cls: 0.1362, s1.acc: 92.0888, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1369, s2.loss_cls: 0.0613, s2.acc: 92.6351, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0640, loss: 1.5101 +2025-06-20 21:11:16,095 - mmdet - INFO - Epoch [1][11450/14659] lr: 5.000e-05, eta: 5 days, 22:04:52, time: 0.908, data_time: 0.014, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0297, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2952, s0.acc: 91.7627, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2808, s1.loss_cls: 0.1344, s1.acc: 92.2236, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1363, s2.loss_cls: 0.0603, s2.acc: 92.7705, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0640, loss: 1.5078 +2025-06-20 21:12:03,437 - mmdet - INFO - Epoch [1][11500/14659] lr: 5.000e-05, eta: 5 days, 22:02:23, time: 0.947, data_time: 0.011, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0303, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2795, s0.acc: 92.3496, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2871, s1.loss_cls: 0.1287, s1.acc: 92.6635, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1384, s2.loss_cls: 0.0573, s2.acc: 93.1520, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0645, loss: 1.4750 +2025-06-20 21:12:58,904 - mmdet - INFO - Epoch [1][11550/14659] lr: 5.000e-05, eta: 5 days, 22:05:59, time: 1.109, data_time: 0.014, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0288, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2779, s0.acc: 92.0928, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2898, s1.loss_cls: 0.1267, s1.acc: 92.4094, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1389, s2.loss_cls: 0.0575, s2.acc: 92.9941, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0655, loss: 1.4902 +2025-06-20 21:13:51,847 - mmdet - INFO - Epoch [1][11600/14659] lr: 5.000e-05, eta: 5 days, 22:07:41, time: 1.059, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0291, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2933, s0.acc: 91.6514, s0.loss_bbox: 0.2684, s0.loss_mask: 0.2943, s1.loss_cls: 0.1347, s1.acc: 91.9998, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1436, s2.loss_cls: 0.0606, s2.acc: 92.6228, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0669, loss: 1.5467 +2025-06-20 21:14:36,888 - mmdet - INFO - Epoch [1][11650/14659] lr: 5.000e-05, eta: 5 days, 22:03:30, time: 0.901, data_time: 0.016, memory: 11909, balance_loss: 0.0027, distill_loss: 0.0290, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3017, s0.acc: 91.4360, s0.loss_bbox: 0.2747, s0.loss_mask: 0.2912, s1.loss_cls: 0.1369, s1.acc: 92.0102, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1409, s2.loss_cls: 0.0619, s2.acc: 92.4639, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0660, loss: 1.5642 +2025-06-20 21:15:25,274 - mmdet - INFO - Epoch [1][11700/14659] lr: 5.000e-05, eta: 5 days, 22:01:48, time: 0.967, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0288, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2897, s0.acc: 91.8159, s0.loss_bbox: 0.2655, s0.loss_mask: 0.2847, s1.loss_cls: 0.1311, s1.acc: 92.2929, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1375, s2.loss_cls: 0.0592, s2.acc: 92.8861, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0649, loss: 1.5084 +2025-06-20 21:16:13,168 - mmdet - INFO - Epoch [1][11750/14659] lr: 5.000e-05, eta: 5 days, 21:59:47, time: 0.958, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0290, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2908, s0.acc: 91.9771, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2848, s1.loss_cls: 0.1346, s1.acc: 92.2624, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1386, s2.loss_cls: 0.0606, s2.acc: 92.8666, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0651, loss: 1.5039 +2025-06-20 21:17:11,464 - mmdet - INFO - Epoch [1][11800/14659] lr: 5.000e-05, eta: 5 days, 22:05:21, time: 1.166, data_time: 0.014, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0285, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2848, s0.acc: 92.0283, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2948, s1.loss_cls: 0.1296, s1.acc: 92.5340, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1447, s2.loss_cls: 0.0598, s2.acc: 92.8799, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0685, loss: 1.5153 +2025-06-20 21:17:59,386 - mmdet - INFO - Epoch [1][11850/14659] lr: 5.000e-05, eta: 5 days, 22:03:20, time: 0.958, data_time: 0.019, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0279, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.3049, s0.acc: 91.2905, s0.loss_bbox: 0.2813, s0.loss_mask: 0.2920, s1.loss_cls: 0.1405, s1.acc: 91.6882, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1421, s2.loss_cls: 0.0632, s2.acc: 92.3275, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0662, loss: 1.5832 +2025-06-20 21:18:45,049 - mmdet - INFO - Epoch [1][11900/14659] lr: 5.000e-05, eta: 5 days, 21:59:41, time: 0.913, data_time: 0.012, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0277, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2828, s0.acc: 92.0156, s0.loss_bbox: 0.2653, s0.loss_mask: 0.2832, s1.loss_cls: 0.1309, s1.acc: 92.3036, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1380, s2.loss_cls: 0.0586, s2.acc: 92.8444, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0650, loss: 1.5022 +2025-06-20 21:19:33,531 - mmdet - INFO - Epoch [1][11950/14659] lr: 5.000e-05, eta: 5 days, 21:58:05, time: 0.970, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0276, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.3012, s0.acc: 91.4434, s0.loss_bbox: 0.2733, s0.loss_mask: 0.2790, s1.loss_cls: 0.1384, s1.acc: 91.9221, s1.loss_bbox: 0.1165, s1.loss_mask: 0.1355, s2.loss_cls: 0.0635, s2.acc: 92.3402, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0636, loss: 1.5404 +2025-06-20 21:20:28,495 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 21:20:28,496 - mmdet - INFO - Epoch [1][12000/14659] lr: 5.000e-05, eta: 5 days, 22:01:09, time: 1.099, data_time: 0.012, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0290, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2698, s0.acc: 92.4390, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2907, s1.loss_cls: 0.1251, s1.acc: 92.6449, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1413, s2.loss_cls: 0.0562, s2.acc: 93.2238, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0662, loss: 1.4420 +2025-06-20 21:21:21,353 - mmdet - INFO - Epoch [1][12050/14659] lr: 5.000e-05, eta: 5 days, 22:02:40, time: 1.057, data_time: 0.012, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0281, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2924, s0.acc: 91.6392, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2956, s1.loss_cls: 0.1332, s1.acc: 92.1693, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1432, s2.loss_cls: 0.0605, s2.acc: 92.7161, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0672, loss: 1.5413 +2025-06-20 21:22:06,522 - mmdet - INFO - Epoch [1][12100/14659] lr: 5.000e-05, eta: 5 days, 21:58:42, time: 0.903, data_time: 0.012, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0267, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2677, s0.acc: 92.3906, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2821, s1.loss_cls: 0.1220, s1.acc: 92.8061, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1358, s2.loss_cls: 0.0554, s2.acc: 93.3018, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0647, loss: 1.4441 +2025-06-20 21:22:51,460 - mmdet - INFO - Epoch [1][12150/14659] lr: 5.000e-05, eta: 5 days, 21:54:36, time: 0.899, data_time: 0.014, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0274, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2835, s0.acc: 91.8862, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2972, s1.loss_cls: 0.1311, s1.acc: 92.2051, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1438, s2.loss_cls: 0.0591, s2.acc: 92.6512, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0670, loss: 1.5089 +2025-06-20 21:23:42,119 - mmdet - INFO - Epoch [1][12200/14659] lr: 5.000e-05, eta: 5 days, 21:54:33, time: 1.013, data_time: 0.013, memory: 11909, balance_loss: 0.0024, distill_loss: 0.0266, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2989, s0.acc: 91.4209, s0.loss_bbox: 0.2800, s0.loss_mask: 0.2882, s1.loss_cls: 0.1379, s1.acc: 91.7509, s1.loss_bbox: 0.1184, s1.loss_mask: 0.1408, s2.loss_cls: 0.0628, s2.acc: 92.2977, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0657, loss: 1.5680 +2025-06-20 21:24:38,721 - mmdet - INFO - Epoch [1][12250/14659] lr: 5.000e-05, eta: 5 days, 21:58:41, time: 1.132, data_time: 0.013, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0278, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2891, s0.acc: 91.8511, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2723, s1.loss_cls: 0.1317, s1.acc: 92.2776, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1321, s2.loss_cls: 0.0595, s2.acc: 92.9136, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0613, loss: 1.4710 +2025-06-20 21:25:28,889 - mmdet - INFO - Epoch [1][12300/14659] lr: 5.000e-05, eta: 5 days, 21:58:16, time: 1.003, data_time: 0.014, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0269, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2846, s0.acc: 92.0068, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2867, s1.loss_cls: 0.1318, s1.acc: 92.2648, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1379, s2.loss_cls: 0.0590, s2.acc: 92.8271, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0643, loss: 1.4964 +2025-06-20 21:26:14,363 - mmdet - INFO - Epoch [1][12350/14659] lr: 5.000e-05, eta: 5 days, 21:54:35, time: 0.909, data_time: 0.016, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0279, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2754, s0.acc: 92.0903, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2857, s1.loss_cls: 0.1274, s1.acc: 92.3513, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1385, s2.loss_cls: 0.0578, s2.acc: 92.7429, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0639, loss: 1.4785 +2025-06-20 21:27:01,639 - mmdet - INFO - Epoch [1][12400/14659] lr: 5.000e-05, eta: 5 days, 21:52:10, time: 0.946, data_time: 0.013, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0276, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2615, s0.acc: 92.4531, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2780, s1.loss_cls: 0.1217, s1.acc: 92.8295, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1347, s2.loss_cls: 0.0561, s2.acc: 93.0781, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0635, loss: 1.4328 +2025-06-20 21:27:55,304 - mmdet - INFO - Epoch [1][12450/14659] lr: 5.000e-05, eta: 5 days, 21:54:11, time: 1.073, data_time: 0.014, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0271, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2578, s0.acc: 92.7944, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2715, s1.loss_cls: 0.1153, s1.acc: 93.2478, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1335, s2.loss_cls: 0.0530, s2.acc: 93.7151, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0623, loss: 1.3911 +2025-06-20 21:28:48,455 - mmdet - INFO - Epoch [1][12500/14659] lr: 5.000e-05, eta: 5 days, 21:55:48, time: 1.062, data_time: 0.013, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0280, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2756, s0.acc: 92.3774, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2803, s1.loss_cls: 0.1233, s1.acc: 92.7986, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1365, s2.loss_cls: 0.0558, s2.acc: 93.2657, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0636, loss: 1.4561 +2025-06-20 21:29:36,707 - mmdet - INFO - Epoch [1][12550/14659] lr: 5.000e-05, eta: 5 days, 21:54:05, time: 0.966, data_time: 0.016, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0265, loss_rpn_cls: 0.0662, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2716, s0.acc: 92.3726, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2729, s1.loss_cls: 0.1246, s1.acc: 92.6963, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1317, s2.loss_cls: 0.0572, s2.acc: 93.1463, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0613, loss: 1.4529 +2025-06-20 21:30:21,360 - mmdet - INFO - Epoch [1][12600/14659] lr: 5.000e-05, eta: 5 days, 21:49:53, time: 0.893, data_time: 0.012, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0274, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2626, s0.acc: 92.3535, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2819, s1.loss_cls: 0.1222, s1.acc: 92.6025, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1387, s2.loss_cls: 0.0562, s2.acc: 93.0666, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0660, loss: 1.4313 +2025-06-20 21:31:16,668 - mmdet - INFO - Epoch [1][12650/14659] lr: 5.000e-05, eta: 5 days, 21:52:58, time: 1.107, data_time: 0.012, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0274, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2773, s0.acc: 92.1001, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2794, s1.loss_cls: 0.1281, s1.acc: 92.3298, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1364, s2.loss_cls: 0.0590, s2.acc: 92.7211, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0645, loss: 1.4713 +2025-06-20 21:32:04,828 - mmdet - INFO - Epoch [1][12700/14659] lr: 5.000e-05, eta: 5 days, 21:51:10, time: 0.963, data_time: 0.014, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0267, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2857, s0.acc: 91.8271, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2845, s1.loss_cls: 0.1341, s1.acc: 92.0546, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1369, s2.loss_cls: 0.0618, s2.acc: 92.3688, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0640, loss: 1.4964 +2025-06-20 21:32:57,379 - mmdet - INFO - Epoch [1][12750/14659] lr: 5.000e-05, eta: 5 days, 21:52:21, time: 1.051, data_time: 0.013, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0270, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2777, s0.acc: 92.1411, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2839, s1.loss_cls: 0.1285, s1.acc: 92.4596, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1381, s2.loss_cls: 0.0574, s2.acc: 93.2255, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0653, loss: 1.4768 +2025-06-20 21:33:42,763 - mmdet - INFO - Epoch [1][12800/14659] lr: 5.000e-05, eta: 5 days, 21:48:42, time: 0.907, data_time: 0.015, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0264, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2861, s0.acc: 91.8525, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2796, s1.loss_cls: 0.1341, s1.acc: 92.0055, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1347, s2.loss_cls: 0.0616, s2.acc: 92.4905, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0635, loss: 1.4997 +2025-06-20 21:34:33,284 - mmdet - INFO - Epoch [1][12850/14659] lr: 5.000e-05, eta: 5 days, 21:48:31, time: 1.011, data_time: 0.017, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0260, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2913, s0.acc: 91.8413, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2789, s1.loss_cls: 0.1342, s1.acc: 92.2682, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1354, s2.loss_cls: 0.0615, s2.acc: 92.8076, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0640, loss: 1.5019 +2025-06-20 21:35:26,669 - mmdet - INFO - Epoch [1][12900/14659] lr: 5.000e-05, eta: 5 days, 21:50:13, time: 1.068, data_time: 0.012, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0259, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2690, s0.acc: 92.3184, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2763, s1.loss_cls: 0.1260, s1.acc: 92.5561, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1359, s2.loss_cls: 0.0587, s2.acc: 92.9122, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0636, loss: 1.4412 +2025-06-20 21:36:16,720 - mmdet - INFO - Epoch [1][12950/14659] lr: 5.000e-05, eta: 5 days, 21:49:42, time: 1.001, data_time: 0.011, memory: 11909, balance_loss: 0.0026, distill_loss: 0.0266, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2719, s0.acc: 92.0537, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2813, s1.loss_cls: 0.1279, s1.acc: 92.3464, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1347, s2.loss_cls: 0.0576, s2.acc: 92.9374, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0633, loss: 1.4618 +2025-06-20 21:37:04,575 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 21:37:04,575 - mmdet - INFO - Epoch [1][13000/14659] lr: 5.000e-05, eta: 5 days, 21:47:42, time: 0.957, data_time: 0.012, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0261, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2786, s0.acc: 92.0747, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2921, s1.loss_cls: 0.1293, s1.acc: 92.2850, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1381, s2.loss_cls: 0.0595, s2.acc: 92.6539, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0649, loss: 1.4879 +2025-06-20 21:37:49,956 - mmdet - INFO - Epoch [1][13050/14659] lr: 5.000e-05, eta: 5 days, 21:44:08, time: 0.908, data_time: 0.014, memory: 11909, balance_loss: 0.0025, distill_loss: 0.0266, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2784, s0.acc: 92.0034, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2899, s1.loss_cls: 0.1267, s1.acc: 92.4432, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1429, s2.loss_cls: 0.0589, s2.acc: 92.8891, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0676, loss: 1.4857 +2025-06-20 21:38:45,639 - mmdet - INFO - Epoch [1][13100/14659] lr: 5.000e-05, eta: 5 days, 21:47:17, time: 1.113, data_time: 0.014, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0257, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3047, s0.acc: 91.4722, s0.loss_bbox: 0.2738, s0.loss_mask: 0.2879, s1.loss_cls: 0.1393, s1.acc: 91.7626, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1376, s2.loss_cls: 0.0631, s2.acc: 92.3162, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0642, loss: 1.5504 +2025-06-20 21:39:36,030 - mmdet - INFO - Epoch [1][13150/14659] lr: 5.000e-05, eta: 5 days, 21:46:59, time: 1.008, data_time: 0.012, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0270, loss_rpn_cls: 0.0648, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2873, s0.acc: 91.8535, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2822, s1.loss_cls: 0.1316, s1.acc: 92.3213, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1372, s2.loss_cls: 0.0597, s2.acc: 92.8682, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0651, loss: 1.4978 +2025-06-20 21:40:26,584 - mmdet - INFO - Epoch [1][13200/14659] lr: 5.000e-05, eta: 5 days, 21:46:48, time: 1.011, data_time: 0.014, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0261, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2782, s0.acc: 91.9150, s0.loss_bbox: 0.2704, s0.loss_mask: 0.2831, s1.loss_cls: 0.1273, s1.acc: 92.3255, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1396, s2.loss_cls: 0.0581, s2.acc: 92.7801, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0659, loss: 1.5038 +2025-06-20 21:41:11,810 - mmdet - INFO - Epoch [1][13250/14659] lr: 5.000e-05, eta: 5 days, 21:43:08, time: 0.905, data_time: 0.012, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0276, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2724, s0.acc: 92.3354, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2851, s1.loss_cls: 0.1245, s1.acc: 92.7496, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1382, s2.loss_cls: 0.0557, s2.acc: 93.3161, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0651, loss: 1.4495 +2025-06-20 21:41:59,503 - mmdet - INFO - Epoch [1][13300/14659] lr: 5.000e-05, eta: 5 days, 21:41:06, time: 0.954, data_time: 0.013, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0270, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2723, s0.acc: 92.3408, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2739, s1.loss_cls: 0.1259, s1.acc: 92.5907, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1326, s2.loss_cls: 0.0578, s2.acc: 92.9961, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0619, loss: 1.4384 +2025-06-20 21:42:54,671 - mmdet - INFO - Epoch [1][13350/14659] lr: 5.000e-05, eta: 5 days, 21:43:52, time: 1.103, data_time: 0.015, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0277, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2892, s0.acc: 91.7720, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2820, s1.loss_cls: 0.1327, s1.acc: 92.1665, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1371, s2.loss_cls: 0.0608, s2.acc: 92.6505, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0641, loss: 1.5073 +2025-06-20 21:43:48,242 - mmdet - INFO - Epoch [1][13400/14659] lr: 5.000e-05, eta: 5 days, 21:45:34, time: 1.071, data_time: 0.012, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0278, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2659, s0.acc: 92.3936, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2737, s1.loss_cls: 0.1213, s1.acc: 92.7438, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1312, s2.loss_cls: 0.0563, s2.acc: 93.1598, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0615, loss: 1.4233 +2025-06-20 21:44:33,571 - mmdet - INFO - Epoch [1][13450/14659] lr: 5.000e-05, eta: 5 days, 21:42:01, time: 0.907, data_time: 0.012, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0270, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2851, s0.acc: 92.1836, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2764, s1.loss_cls: 0.1282, s1.acc: 92.7266, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1341, s2.loss_cls: 0.0581, s2.acc: 93.0865, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0627, loss: 1.4618 +2025-06-20 21:45:18,628 - mmdet - INFO - Epoch [1][13500/14659] lr: 5.000e-05, eta: 5 days, 21:38:19, time: 0.901, data_time: 0.013, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0278, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2677, s0.acc: 92.2544, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2758, s1.loss_cls: 0.1227, s1.acc: 92.4889, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1338, s2.loss_cls: 0.0559, s2.acc: 93.0659, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0626, loss: 1.4489 +2025-06-20 21:46:09,060 - mmdet - INFO - Epoch [1][13550/14659] lr: 5.000e-05, eta: 5 days, 21:38:01, time: 1.009, data_time: 0.013, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0275, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2767, s0.acc: 92.1152, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2749, s1.loss_cls: 0.1276, s1.acc: 92.4212, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1364, s2.loss_cls: 0.0576, s2.acc: 92.9456, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0639, loss: 1.4622 +2025-06-20 21:47:08,110 - mmdet - INFO - Epoch [1][13600/14659] lr: 5.000e-05, eta: 5 days, 21:43:10, time: 1.181, data_time: 0.011, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0268, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2770, s0.acc: 92.0317, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2718, s1.loss_cls: 0.1257, s1.acc: 92.4446, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1328, s2.loss_cls: 0.0575, s2.acc: 92.8362, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0626, loss: 1.4465 +2025-06-20 21:47:55,389 - mmdet - INFO - Epoch [1][13650/14659] lr: 5.000e-05, eta: 5 days, 21:40:52, time: 0.946, data_time: 0.012, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0260, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2616, s0.acc: 92.4922, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2715, s1.loss_cls: 0.1212, s1.acc: 92.6510, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1321, s2.loss_cls: 0.0556, s2.acc: 93.0679, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0606, loss: 1.3915 +2025-06-20 21:48:40,482 - mmdet - INFO - Epoch [1][13700/14659] lr: 5.000e-05, eta: 5 days, 21:37:12, time: 0.901, data_time: 0.015, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0254, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2751, s0.acc: 92.0454, s0.loss_bbox: 0.2697, s0.loss_mask: 0.2827, s1.loss_cls: 0.1275, s1.acc: 92.3593, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1389, s2.loss_cls: 0.0585, s2.acc: 92.7178, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0649, loss: 1.4963 +2025-06-20 21:49:31,028 - mmdet - INFO - Epoch [1][13750/14659] lr: 5.000e-05, eta: 5 days, 21:36:58, time: 1.011, data_time: 0.014, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0257, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2872, s0.acc: 91.7266, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2768, s1.loss_cls: 0.1319, s1.acc: 92.0500, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1338, s2.loss_cls: 0.0609, s2.acc: 92.3954, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0631, loss: 1.4917 +2025-06-20 21:50:24,929 - mmdet - INFO - Epoch [1][13800/14659] lr: 5.000e-05, eta: 5 days, 21:38:50, time: 1.078, data_time: 0.013, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0253, loss_rpn_cls: 0.0671, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2775, s0.acc: 91.8643, s0.loss_bbox: 0.2798, s0.loss_mask: 0.2874, s1.loss_cls: 0.1288, s1.acc: 92.2202, s1.loss_bbox: 0.1179, s1.loss_mask: 0.1390, s2.loss_cls: 0.0596, s2.acc: 92.5971, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0645, loss: 1.5267 +2025-06-20 21:51:15,793 - mmdet - INFO - Epoch [1][13850/14659] lr: 5.000e-05, eta: 5 days, 21:38:46, time: 1.017, data_time: 0.015, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0252, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2995, s0.acc: 91.5835, s0.loss_bbox: 0.2711, s0.loss_mask: 0.2845, s1.loss_cls: 0.1390, s1.acc: 91.9597, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1369, s2.loss_cls: 0.0635, s2.acc: 92.4659, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0638, loss: 1.5355 +2025-06-20 21:52:03,776 - mmdet - INFO - Epoch [1][13900/14659] lr: 5.000e-05, eta: 5 days, 21:36:56, time: 0.960, data_time: 0.012, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0258, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2724, s0.acc: 92.2324, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2683, s1.loss_cls: 0.1249, s1.acc: 92.6236, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1308, s2.loss_cls: 0.0569, s2.acc: 93.0335, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0617, loss: 1.4182 +2025-06-20 21:52:51,537 - mmdet - INFO - Epoch [1][13950/14659] lr: 5.000e-05, eta: 5 days, 21:34:58, time: 0.955, data_time: 0.013, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0251, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2546, s0.acc: 92.4419, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2726, s1.loss_cls: 0.1189, s1.acc: 92.7463, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1309, s2.loss_cls: 0.0557, s2.acc: 93.0104, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0613, loss: 1.3990 +2025-06-20 21:53:48,019 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 21:53:48,020 - mmdet - INFO - Epoch [1][14000/14659] lr: 5.000e-05, eta: 5 days, 21:38:21, time: 1.130, data_time: 0.014, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0252, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2932, s0.acc: 91.3677, s0.loss_bbox: 0.2834, s0.loss_mask: 0.2916, s1.loss_cls: 0.1339, s1.acc: 91.7669, s1.loss_bbox: 0.1205, s1.loss_mask: 0.1407, s2.loss_cls: 0.0612, s2.acc: 92.4081, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0662, loss: 1.5609 +2025-06-20 21:54:35,656 - mmdet - INFO - Epoch [1][14050/14659] lr: 5.000e-05, eta: 5 days, 21:36:19, time: 0.953, data_time: 0.011, memory: 11925, balance_loss: 0.0026, distill_loss: 0.0246, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2678, s0.acc: 92.5107, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2783, s1.loss_cls: 0.1233, s1.acc: 92.8692, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1357, s2.loss_cls: 0.0562, s2.acc: 93.1957, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0632, loss: 1.4225 +2025-06-20 21:55:26,808 - mmdet - INFO - Epoch [1][14100/14659] lr: 5.000e-05, eta: 5 days, 21:36:25, time: 1.023, data_time: 0.013, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0244, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2766, s0.acc: 92.1602, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2683, s1.loss_cls: 0.1293, s1.acc: 92.4014, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1313, s2.loss_cls: 0.0587, s2.acc: 92.8291, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0614, loss: 1.4352 +2025-06-20 21:56:12,033 - mmdet - INFO - Epoch [1][14150/14659] lr: 5.000e-05, eta: 5 days, 21:32:55, time: 0.904, data_time: 0.013, memory: 11925, balance_loss: 0.0025, distill_loss: 0.0246, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2498, s0.acc: 92.7261, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2707, s1.loss_cls: 0.1160, s1.acc: 92.9227, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1345, s2.loss_cls: 0.0540, s2.acc: 93.3132, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0636, loss: 1.3827 +2025-06-20 21:57:12,027 - mmdet - INFO - Epoch [1][14200/14659] lr: 5.000e-05, eta: 5 days, 21:36:57, time: 1.153, data_time: 0.015, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0244, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2781, s0.acc: 92.1045, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2829, s1.loss_cls: 0.1304, s1.acc: 92.3579, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1367, s2.loss_cls: 0.0596, s2.acc: 92.8671, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0638, loss: 1.4644 +2025-06-20 21:57:57,496 - mmdet - INFO - Epoch [1][14250/14659] lr: 5.000e-05, eta: 5 days, 21:35:02, time: 0.956, data_time: 0.060, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0251, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2640, s0.acc: 92.5835, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2691, s1.loss_cls: 0.1210, s1.acc: 92.8361, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1309, s2.loss_cls: 0.0559, s2.acc: 93.1476, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0614, loss: 1.4125 +2025-06-20 21:58:45,810 - mmdet - INFO - Epoch [1][14300/14659] lr: 5.000e-05, eta: 5 days, 21:33:24, time: 0.966, data_time: 0.013, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0234, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2700, s0.acc: 92.0703, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2687, s1.loss_cls: 0.1227, s1.acc: 92.6592, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1318, s2.loss_cls: 0.0562, s2.acc: 92.9833, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0616, loss: 1.4363 +2025-06-20 21:59:36,910 - mmdet - INFO - Epoch [1][14350/14659] lr: 5.000e-05, eta: 5 days, 21:33:27, time: 1.022, data_time: 0.014, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0245, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2532, s0.acc: 92.5181, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2724, s1.loss_cls: 0.1165, s1.acc: 92.8807, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1345, s2.loss_cls: 0.0544, s2.acc: 93.0424, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0637, loss: 1.4074 +2025-06-20 22:00:23,064 - mmdet - INFO - Epoch [1][14400/14659] lr: 5.000e-05, eta: 5 days, 21:30:34, time: 0.923, data_time: 0.012, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0236, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2842, s0.acc: 91.7944, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2826, s1.loss_cls: 0.1285, s1.acc: 92.2730, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1359, s2.loss_cls: 0.0602, s2.acc: 92.5584, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0638, loss: 1.5049 +2025-06-20 22:01:21,592 - mmdet - INFO - Epoch [1][14450/14659] lr: 5.000e-05, eta: 5 days, 21:35:00, time: 1.171, data_time: 0.011, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0237, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2505, s0.acc: 92.6440, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2711, s1.loss_cls: 0.1143, s1.acc: 92.9539, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1311, s2.loss_cls: 0.0526, s2.acc: 93.2980, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0613, loss: 1.3812 +2025-06-20 22:02:07,872 - mmdet - INFO - Epoch [1][14500/14659] lr: 5.000e-05, eta: 5 days, 21:32:11, time: 0.925, data_time: 0.014, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0230, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2586, s0.acc: 92.3804, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2722, s1.loss_cls: 0.1204, s1.acc: 92.6798, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1346, s2.loss_cls: 0.0554, s2.acc: 93.0292, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0636, loss: 1.4136 +2025-06-20 22:02:58,871 - mmdet - INFO - Epoch [1][14550/14659] lr: 5.000e-05, eta: 5 days, 21:32:09, time: 1.020, data_time: 0.012, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0231, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2712, s0.acc: 91.9941, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2825, s1.loss_cls: 0.1250, s1.acc: 92.2487, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1381, s2.loss_cls: 0.0569, s2.acc: 92.9895, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0651, loss: 1.4744 +2025-06-20 22:03:47,321 - mmdet - INFO - Epoch [1][14600/14659] lr: 5.000e-05, eta: 5 days, 21:30:38, time: 0.969, data_time: 0.016, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0226, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2516, s0.acc: 92.8008, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2698, s1.loss_cls: 0.1163, s1.acc: 93.1091, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1325, s2.loss_cls: 0.0528, s2.acc: 93.6620, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0616, loss: 1.3857 +2025-06-20 22:04:42,540 - mmdet - INFO - Epoch [1][14650/14659] lr: 5.000e-05, eta: 5 days, 21:33:03, time: 1.104, data_time: 0.011, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0231, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2557, s0.acc: 92.4678, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2689, s1.loss_cls: 0.1189, s1.acc: 92.8220, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1307, s2.loss_cls: 0.0530, s2.acc: 93.3053, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0610, loss: 1.3788 +2025-06-20 22:05:03,762 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-20 22:09:08,650 - mmdet - INFO - Evaluating bbox... +2025-06-20 22:09:48,763 - mmdet - INFO - Evaluating segm... +2025-06-20 22:10:33,225 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py +2025-06-20 22:10:33,225 - mmdet - INFO - Epoch(val) [1][14659] bbox_mAP: 0.3010, bbox_mAP_50: 0.4450, bbox_mAP_75: 0.3230, bbox_mAP_s: 0.1750, bbox_mAP_m: 0.3170, bbox_mAP_l: 0.3970, bbox_mAP_copypaste: 0.301 0.445 0.323 0.175 0.317 0.397, segm_mAP: 0.2640, segm_mAP_50: 0.4250, segm_mAP_75: 0.2810, segm_mAP_s: 0.1430, segm_mAP_m: 0.2800, segm_mAP_l: 0.3580, segm_mAP_copypaste: 0.264 0.425 0.281 0.143 0.280 0.358 +2025-06-20 22:12:45,339 - mmdet - INFO - Epoch [2][50/14659] lr: 5.000e-05, eta: 5 days, 22:14:48, time: 2.642, data_time: 1.544, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0235, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2542, s0.acc: 92.4443, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2714, s1.loss_cls: 0.1171, s1.acc: 92.7624, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1320, s2.loss_cls: 0.0544, s2.acc: 93.0817, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0612, loss: 1.3972 +2025-06-20 22:13:38,382 - mmdet - INFO - Epoch [2][100/14659] lr: 5.000e-05, eta: 5 days, 22:15:47, time: 1.061, data_time: 0.021, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0225, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2703, s0.acc: 92.1006, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2749, s1.loss_cls: 0.1263, s1.acc: 92.2764, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1347, s2.loss_cls: 0.0572, s2.acc: 92.8697, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0634, loss: 1.4483 +2025-06-20 22:14:37,524 - mmdet - INFO - Epoch [2][150/14659] lr: 5.000e-05, eta: 5 days, 22:20:16, time: 1.183, data_time: 0.016, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0219, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2553, s0.acc: 92.3306, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2652, s1.loss_cls: 0.1182, s1.acc: 92.5542, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1293, s2.loss_cls: 0.0538, s2.acc: 93.2257, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0602, loss: 1.3884 +2025-06-20 22:15:25,717 - mmdet - INFO - Epoch [2][200/14659] lr: 5.000e-05, eta: 5 days, 22:18:25, time: 0.964, data_time: 0.020, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0224, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2702, s0.acc: 92.4053, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2764, s1.loss_cls: 0.1239, s1.acc: 92.8189, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1344, s2.loss_cls: 0.0568, s2.acc: 93.2205, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0627, loss: 1.4345 +2025-06-20 22:16:13,792 - mmdet - INFO - Epoch [2][250/14659] lr: 5.000e-05, eta: 5 days, 22:16:31, time: 0.962, data_time: 0.019, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0219, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2606, s0.acc: 92.4487, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2758, s1.loss_cls: 0.1198, s1.acc: 92.7021, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1349, s2.loss_cls: 0.0545, s2.acc: 93.1128, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0636, loss: 1.4268 +2025-06-20 22:17:06,578 - mmdet - INFO - Epoch [2][300/14659] lr: 5.000e-05, eta: 5 days, 22:17:19, time: 1.056, data_time: 0.015, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0228, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2648, s0.acc: 92.3384, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2710, s1.loss_cls: 0.1220, s1.acc: 92.7120, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1318, s2.loss_cls: 0.0564, s2.acc: 92.9646, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0620, loss: 1.4148 +2025-06-20 22:18:03,487 - mmdet - INFO - Epoch [2][350/14659] lr: 5.000e-05, eta: 5 days, 22:20:26, time: 1.138, data_time: 0.016, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0224, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2651, s0.acc: 92.1445, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2761, s1.loss_cls: 0.1217, s1.acc: 92.3919, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1325, s2.loss_cls: 0.0553, s2.acc: 93.0168, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0620, loss: 1.4421 +2025-06-20 22:18:52,472 - mmdet - INFO - Epoch [2][400/14659] lr: 5.000e-05, eta: 5 days, 22:19:03, time: 0.980, data_time: 0.017, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0227, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2531, s0.acc: 92.7139, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2781, s1.loss_cls: 0.1149, s1.acc: 93.0960, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1356, s2.loss_cls: 0.0521, s2.acc: 93.5230, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0637, loss: 1.3900 +2025-06-20 22:19:38,584 - mmdet - INFO - Epoch [2][450/14659] lr: 5.000e-05, eta: 5 days, 22:16:01, time: 0.922, data_time: 0.013, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0211, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2648, s0.acc: 92.3618, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2603, s1.loss_cls: 0.1220, s1.acc: 92.7895, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1258, s2.loss_cls: 0.0568, s2.acc: 93.1323, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0590, loss: 1.3883 +2025-06-20 22:20:29,668 - mmdet - INFO - Epoch [2][500/14659] lr: 5.000e-05, eta: 5 days, 22:15:50, time: 1.022, data_time: 0.017, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0217, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2710, s0.acc: 92.3662, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2794, s1.loss_cls: 0.1221, s1.acc: 92.7794, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1352, s2.loss_cls: 0.0563, s2.acc: 93.1210, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0633, loss: 1.4538 +2025-06-20 22:21:18,527 - mmdet - INFO - Epoch [2][550/14659] lr: 5.000e-05, eta: 5 days, 22:14:22, time: 0.977, data_time: 0.013, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0224, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2587, s0.acc: 92.5293, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2706, s1.loss_cls: 0.1184, s1.acc: 92.8833, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1317, s2.loss_cls: 0.0547, s2.acc: 93.1999, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0615, loss: 1.3995 +2025-06-20 22:22:16,958 - mmdet - INFO - Epoch [2][600/14659] lr: 5.000e-05, eta: 5 days, 22:18:17, time: 1.169, data_time: 0.019, memory: 11925, balance_loss: 0.0022, distill_loss: 0.0218, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2521, s0.acc: 92.5859, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2753, s1.loss_cls: 0.1167, s1.acc: 92.9818, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1333, s2.loss_cls: 0.0540, s2.acc: 93.2904, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0628, loss: 1.4055 +2025-06-20 22:23:02,393 - mmdet - INFO - Epoch [2][650/14659] lr: 5.000e-05, eta: 5 days, 22:14:55, time: 0.909, data_time: 0.020, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0215, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2507, s0.acc: 92.6641, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2830, s1.loss_cls: 0.1166, s1.acc: 92.9991, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1381, s2.loss_cls: 0.0526, s2.acc: 93.3725, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0652, loss: 1.4149 +2025-06-20 22:23:48,158 - mmdet - INFO - Epoch [2][700/14659] lr: 5.000e-05, eta: 5 days, 22:11:45, time: 0.915, data_time: 0.017, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0215, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2496, s0.acc: 92.6499, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2701, s1.loss_cls: 0.1157, s1.acc: 92.8667, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1332, s2.loss_cls: 0.0534, s2.acc: 93.2047, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0629, loss: 1.3902 +2025-06-20 22:24:42,409 - mmdet - INFO - Epoch [2][750/14659] lr: 5.000e-05, eta: 5 days, 22:13:18, time: 1.085, data_time: 0.018, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0219, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2769, s0.acc: 91.8877, s0.loss_bbox: 0.2625, s0.loss_mask: 0.2811, s1.loss_cls: 0.1275, s1.acc: 92.1661, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1358, s2.loss_cls: 0.0584, s2.acc: 92.7284, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0645, loss: 1.4803 +2025-06-20 22:25:41,452 - mmdet - INFO - Epoch [2][800/14659] lr: 5.000e-05, eta: 5 days, 22:17:29, time: 1.181, data_time: 0.019, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0226, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2693, s0.acc: 92.3345, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2808, s1.loss_cls: 0.1244, s1.acc: 92.6407, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1355, s2.loss_cls: 0.0572, s2.acc: 92.9822, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0643, loss: 1.4450 +2025-06-20 22:26:27,106 - mmdet - INFO - Epoch [2][850/14659] lr: 5.000e-05, eta: 5 days, 22:14:15, time: 0.913, data_time: 0.017, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0223, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2965, s0.acc: 91.3853, s0.loss_bbox: 0.2885, s0.loss_mask: 0.2814, s1.loss_cls: 0.1331, s1.acc: 92.0098, s1.loss_bbox: 0.1193, s1.loss_mask: 0.1339, s2.loss_cls: 0.0612, s2.acc: 92.4247, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0624, loss: 1.5360 +2025-06-20 22:27:12,975 - mmdet - INFO - Epoch [2][900/14659] lr: 5.000e-05, eta: 5 days, 22:11:10, time: 0.917, data_time: 0.015, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0217, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2631, s0.acc: 92.2700, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2685, s1.loss_cls: 0.1228, s1.acc: 92.5150, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1328, s2.loss_cls: 0.0560, s2.acc: 92.8045, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0622, loss: 1.4182 +2025-06-20 22:28:01,193 - mmdet - INFO - Epoch [2][950/14659] lr: 5.000e-05, eta: 5 days, 22:09:22, time: 0.964, data_time: 0.015, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0228, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2715, s0.acc: 92.2622, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2653, s1.loss_cls: 0.1255, s1.acc: 92.5298, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1304, s2.loss_cls: 0.0571, s2.acc: 92.9902, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0614, loss: 1.4303 +2025-06-20 22:28:59,838 - mmdet - INFO - Epoch [2][1000/14659] lr: 5.000e-05, eta: 5 days, 22:13:16, time: 1.173, data_time: 0.015, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0212, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2578, s0.acc: 92.4521, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2769, s1.loss_cls: 0.1223, s1.acc: 92.4932, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1341, s2.loss_cls: 0.0563, s2.acc: 92.8678, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0635, loss: 1.4191 +2025-06-20 22:29:53,059 - mmdet - INFO - Epoch [2][1050/14659] lr: 5.000e-05, eta: 5 days, 22:14:11, time: 1.064, data_time: 0.016, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0226, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2621, s0.acc: 92.1699, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2787, s1.loss_cls: 0.1202, s1.acc: 92.7204, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1352, s2.loss_cls: 0.0555, s2.acc: 93.0355, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0639, loss: 1.4408 +2025-06-20 22:30:38,740 - mmdet - INFO - Epoch [2][1100/14659] lr: 5.000e-05, eta: 5 days, 22:11:00, time: 0.913, data_time: 0.018, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0219, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2599, s0.acc: 92.1372, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2741, s1.loss_cls: 0.1193, s1.acc: 92.5292, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1358, s2.loss_cls: 0.0555, s2.acc: 92.8117, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0639, loss: 1.4412 +2025-06-20 22:31:23,947 - mmdet - INFO - Epoch [2][1150/14659] lr: 5.000e-05, eta: 5 days, 22:07:35, time: 0.904, data_time: 0.014, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0216, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2537, s0.acc: 92.5913, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2639, s1.loss_cls: 0.1174, s1.acc: 92.8670, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1292, s2.loss_cls: 0.0535, s2.acc: 93.2003, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0607, loss: 1.3562 +2025-06-20 22:32:16,919 - mmdet - INFO - Epoch [2][1200/14659] lr: 5.000e-05, eta: 5 days, 22:08:22, time: 1.059, data_time: 0.018, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0217, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2539, s0.acc: 92.6997, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2736, s1.loss_cls: 0.1180, s1.acc: 92.8846, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1351, s2.loss_cls: 0.0536, s2.acc: 93.3381, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0634, loss: 1.3941 +2025-06-20 22:33:13,794 - mmdet - INFO - Epoch [2][1250/14659] lr: 5.000e-05, eta: 5 days, 22:11:14, time: 1.138, data_time: 0.019, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0208, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2547, s0.acc: 92.6128, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2638, s1.loss_cls: 0.1168, s1.acc: 92.9675, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1287, s2.loss_cls: 0.0533, s2.acc: 93.3943, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0607, loss: 1.3864 +2025-06-20 22:34:02,157 - mmdet - INFO - Epoch [2][1300/14659] lr: 5.000e-05, eta: 5 days, 22:09:31, time: 0.967, data_time: 0.016, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0217, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2443, s0.acc: 92.6611, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2718, s1.loss_cls: 0.1132, s1.acc: 92.8827, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1335, s2.loss_cls: 0.0523, s2.acc: 93.2334, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0629, loss: 1.3795 +2025-06-20 22:34:47,922 - mmdet - INFO - Epoch [2][1350/14659] lr: 5.000e-05, eta: 5 days, 22:06:26, time: 0.915, data_time: 0.018, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0217, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2417, s0.acc: 92.7461, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2631, s1.loss_cls: 0.1115, s1.acc: 93.0727, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1306, s2.loss_cls: 0.0520, s2.acc: 93.3910, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0608, loss: 1.3756 +2025-06-20 22:35:35,491 - mmdet - INFO - Epoch [2][1400/14659] lr: 5.000e-05, eta: 5 days, 22:04:18, time: 0.951, data_time: 0.019, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0220, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2587, s0.acc: 92.2993, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2749, s1.loss_cls: 0.1211, s1.acc: 92.5155, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1345, s2.loss_cls: 0.0550, s2.acc: 92.9777, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0634, loss: 1.4286 +2025-06-20 22:36:35,007 - mmdet - INFO - Epoch [2][1450/14659] lr: 5.000e-05, eta: 5 days, 22:08:31, time: 1.190, data_time: 0.025, memory: 11925, balance_loss: 0.0026, distill_loss: 0.0250, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2725, s0.acc: 91.9663, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2817, s1.loss_cls: 0.1260, s1.acc: 92.4300, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1390, s2.loss_cls: 0.0587, s2.acc: 92.6035, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0652, loss: 1.4790 +2025-06-20 22:37:26,425 - mmdet - INFO - Epoch [2][1500/14659] lr: 5.000e-05, eta: 5 days, 22:08:26, time: 1.029, data_time: 0.018, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0243, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2709, s0.acc: 91.9951, s0.loss_bbox: 0.2707, s0.loss_mask: 0.2697, s1.loss_cls: 0.1232, s1.acc: 92.4296, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1310, s2.loss_cls: 0.0559, s2.acc: 92.9076, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0613, loss: 1.4622 +2025-06-20 22:38:11,922 - mmdet - INFO - Epoch [2][1550/14659] lr: 5.000e-05, eta: 5 days, 22:05:14, time: 0.910, data_time: 0.017, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0252, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2564, s0.acc: 92.2847, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2665, s1.loss_cls: 0.1180, s1.acc: 92.6292, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1314, s2.loss_cls: 0.0552, s2.acc: 92.8313, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0619, loss: 1.4220 +2025-06-20 22:38:59,916 - mmdet - INFO - Epoch [2][1600/14659] lr: 5.000e-05, eta: 5 days, 22:03:21, time: 0.960, data_time: 0.017, memory: 11925, balance_loss: 0.0024, distill_loss: 0.0245, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2681, s0.acc: 92.0806, s0.loss_bbox: 0.2679, s0.loss_mask: 0.2719, s1.loss_cls: 0.1230, s1.acc: 92.4803, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1329, s2.loss_cls: 0.0559, s2.acc: 92.9293, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0623, loss: 1.4506 +2025-06-20 22:39:53,821 - mmdet - INFO - Epoch [2][1650/14659] lr: 5.000e-05, eta: 5 days, 22:04:33, time: 1.078, data_time: 0.018, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0255, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2605, s0.acc: 92.4600, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2675, s1.loss_cls: 0.1217, s1.acc: 92.6225, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1308, s2.loss_cls: 0.0556, s2.acc: 93.1829, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0618, loss: 1.4228 +2025-06-20 22:40:44,801 - mmdet - INFO - Epoch [2][1700/14659] lr: 5.000e-05, eta: 5 days, 22:04:14, time: 1.020, data_time: 0.013, memory: 11925, balance_loss: 0.0023, distill_loss: 0.0245, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2615, s0.acc: 92.6021, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2684, s1.loss_cls: 0.1208, s1.acc: 92.9325, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1309, s2.loss_cls: 0.0554, s2.acc: 93.3580, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0618, loss: 1.4150 diff --git a/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/20250620_180057.log.json b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/20250620_180057.log.json new file mode 100644 index 0000000000000000000000000000000000000000..ffe893cde681f7262dcedbb73f18ec7b4de44b97 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/20250620_180057.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d92d5ef30b6713785effc9b0d48813c1994270b57e37fdb7d900dc3d6215adf0 +size 186899 diff --git a/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py new file mode 100644 index 0000000000000000000000000000000000000000..ee2c17d8e607c5d0dffd7546ebf0a30d0685b935 --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_llama_moe_distill.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_llama_moe_distill', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=1, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=5e-05, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_llama_moe_distill_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_llama_moe_distill_4_16_1e-4/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/epoch_1.pth b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..785837040fc65c51795feafaaedb2f42a5cb209c --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fc2cb92fdcb1e2431fdb251f9f7ddecc2cf3d661fd9f5a453f4adad43e31f271 +size 2075183216 diff --git a/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/latest.pth b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..1448b9847a673dd71d8809d8853e076666cc274b --- /dev/null +++ b/mmdet/results/train/mona_llama_moe_distill_4_16_1e-4/latest.pth @@ -0,0 +1 @@ +epoch_1.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_balance/20250619_111115.log b/mmdet/results/train/mona_moe_4_16_1e-4_balance/20250619_111115.log new file mode 100644 index 0000000000000000000000000000000000000000..e4904e1f75b37924c23bf603490bb3c23dfa2a95 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_balance/20250619_111115.log @@ -0,0 +1,841 @@ +2025-06-19 11:11:15,587 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+467265e +------------------------------------------------------------ + +2025-06-19 11:11:19,227 - mmdet - INFO - Distributed training: True +2025-06-19 11:11:22,639 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe_4_16_1e-4_balance/' +gpu_ids = range(0, 8) + +2025-06-19 11:12:08,299 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe_16.pth +2025-06-19 11:12:09,038 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.weight_noise.weight, 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backbone.layers.3.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.weight_noise.weight + +2025-06-19 11:12:09,091 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe_4_16_1e-4_balance +2025-06-19 11:12:09,092 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-19 11:12:09,092 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-19 11:12:09,093 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe_4_16_1e-4_balance by HardDiskBackend. +2025-06-19 11:14:22,859 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 8 days, 4:02:02, time: 2.675, data_time: 1.535, memory: 17587, r_loss: 0.0578, loss_rpn_cls: 0.5741, loss_rpn_bbox: 0.0604, s0.loss_cls: 0.5514, s0.acc: 95.1477, s0.loss_bbox: 0.1566, s0.loss_mask: 0.7085, s1.loss_cls: 0.1687, s1.acc: 96.9202, s1.loss_bbox: 0.0265, s1.loss_mask: 0.3450, s2.loss_cls: 0.0599, s2.acc: 97.9038, s2.loss_bbox: 0.0040, s2.loss_mask: 0.1787, loss: 2.8915 +2025-06-19 11:15:12,963 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 14:42:43, time: 1.002, data_time: 0.023, memory: 17587, r_loss: 0.0332, loss_rpn_cls: 0.2572, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.3674, s0.acc: 94.6677, s0.loss_bbox: 0.1785, s0.loss_mask: 0.6293, s1.loss_cls: 0.1122, s1.acc: 96.9980, s1.loss_bbox: 0.0293, s1.loss_mask: 0.3044, s2.loss_cls: 0.0395, s2.acc: 98.0430, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1485, loss: 2.1555 +2025-06-19 11:16:16,869 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 5 days, 0:59:24, time: 1.278, data_time: 0.024, memory: 18490, r_loss: 0.0099, loss_rpn_cls: 0.2304, loss_rpn_bbox: 0.0527, s0.loss_cls: 0.3632, s0.acc: 94.4436, s0.loss_bbox: 0.1840, s0.loss_mask: 0.6158, s1.loss_cls: 0.1099, s1.acc: 96.8599, s1.loss_bbox: 0.0305, s1.loss_mask: 0.2986, s2.loss_cls: 0.0373, s2.acc: 97.9761, s2.loss_bbox: 0.0044, s2.loss_mask: 0.1456, loss: 2.0824 +2025-06-19 11:17:06,500 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 4 days, 12:54:20, time: 0.993, data_time: 0.025, memory: 18490, r_loss: 0.0032, loss_rpn_cls: 0.2436, loss_rpn_bbox: 0.0571, s0.loss_cls: 0.3672, s0.acc: 94.1870, s0.loss_bbox: 0.1900, s0.loss_mask: 0.6131, s1.loss_cls: 0.1120, s1.acc: 96.6772, s1.loss_bbox: 0.0314, s1.loss_mask: 0.2963, s2.loss_cls: 0.0378, s2.acc: 97.8398, s2.loss_bbox: 0.0045, s2.loss_mask: 0.1431, loss: 2.0993 +2025-06-19 11:17:54,860 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 4 days, 5:16:25, time: 0.967, data_time: 0.026, memory: 18490, r_loss: 0.0025, loss_rpn_cls: 0.2390, loss_rpn_bbox: 0.0573, s0.loss_cls: 0.3589, s0.acc: 94.2998, s0.loss_bbox: 0.1873, s0.loss_mask: 0.6058, s1.loss_cls: 0.1095, s1.acc: 96.7625, s1.loss_bbox: 0.0310, s1.loss_mask: 0.2909, s2.loss_cls: 0.0363, s2.acc: 97.9465, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1406, loss: 2.0631 +2025-06-19 11:18:43,418 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 4 days, 0:13:48, time: 0.971, data_time: 0.035, memory: 18490, r_loss: 0.0023, loss_rpn_cls: 0.2200, loss_rpn_bbox: 0.0548, s0.loss_cls: 0.3466, s0.acc: 94.3267, s0.loss_bbox: 0.1840, s0.loss_mask: 0.6030, s1.loss_cls: 0.1051, s1.acc: 96.7800, s1.loss_bbox: 0.0306, s1.loss_mask: 0.2910, s2.loss_cls: 0.0350, s2.acc: 97.9019, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1407, loss: 2.0173 +2025-06-19 11:19:31,243 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 20:28:02, time: 0.956, data_time: 0.023, memory: 18490, r_loss: 0.0021, loss_rpn_cls: 0.2114, loss_rpn_bbox: 0.0553, s0.loss_cls: 0.3500, s0.acc: 94.2927, s0.loss_bbox: 0.1875, s0.loss_mask: 0.6070, s1.loss_cls: 0.1078, s1.acc: 96.6929, s1.loss_bbox: 0.0330, s1.loss_mask: 0.2932, s2.loss_cls: 0.0355, s2.acc: 97.9314, s2.loss_bbox: 0.0047, s2.loss_mask: 0.1416, loss: 2.0290 +2025-06-19 11:20:32,740 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 20:08:45, time: 1.230, data_time: 0.029, memory: 19717, r_loss: 0.0019, loss_rpn_cls: 0.2118, loss_rpn_bbox: 0.0594, s0.loss_cls: 0.3542, s0.acc: 94.2322, s0.loss_bbox: 0.1872, s0.loss_mask: 0.5954, s1.loss_cls: 0.1110, s1.acc: 96.5781, s1.loss_bbox: 0.0339, s1.loss_mask: 0.2862, s2.loss_cls: 0.0364, s2.acc: 97.8628, s2.loss_bbox: 0.0047, s2.loss_mask: 0.1372, loss: 2.0193 +2025-06-19 11:21:29,210 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 19:04:24, time: 1.129, data_time: 0.027, memory: 19717, r_loss: 0.0018, loss_rpn_cls: 0.1901, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.3629, s0.acc: 93.9563, s0.loss_bbox: 0.2017, s0.loss_mask: 0.5924, s1.loss_cls: 0.1149, s1.acc: 96.4197, s1.loss_bbox: 0.0374, s1.loss_mask: 0.2845, s2.loss_cls: 0.0366, s2.acc: 97.8450, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1369, loss: 2.0168 +2025-06-19 11:22:17,401 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 17:00:11, time: 0.964, data_time: 0.022, memory: 19717, r_loss: 0.0017, loss_rpn_cls: 0.1855, loss_rpn_bbox: 0.0527, s0.loss_cls: 0.3719, s0.acc: 93.7969, s0.loss_bbox: 0.2081, s0.loss_mask: 0.5793, s1.loss_cls: 0.1172, s1.acc: 96.3501, s1.loss_bbox: 0.0384, s1.loss_mask: 0.2767, s2.loss_cls: 0.0377, s2.acc: 97.7986, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1318, loss: 2.0064 +2025-06-19 11:23:06,273 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 15:23:38, time: 0.977, data_time: 0.024, memory: 19717, r_loss: 0.0017, loss_rpn_cls: 0.1767, loss_rpn_bbox: 0.0513, s0.loss_cls: 0.3934, s0.acc: 93.4910, s0.loss_bbox: 0.2208, s0.loss_mask: 0.5720, s1.loss_cls: 0.1261, s1.acc: 96.0500, s1.loss_bbox: 0.0439, s1.loss_mask: 0.2753, s2.loss_cls: 0.0383, s2.acc: 97.7327, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1305, loss: 2.0360 +2025-06-19 11:23:55,538 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 14:06:05, time: 0.985, data_time: 0.020, memory: 22153, r_loss: 0.0019, loss_rpn_cls: 0.1654, loss_rpn_bbox: 0.0497, s0.loss_cls: 0.4031, s0.acc: 93.1296, s0.loss_bbox: 0.2287, s0.loss_mask: 0.5576, s1.loss_cls: 0.1394, s1.acc: 95.4636, s1.loss_bbox: 0.0519, s1.loss_mask: 0.2663, s2.loss_cls: 0.0441, s2.acc: 97.2942, s2.loss_bbox: 0.0085, s2.loss_mask: 0.1264, loss: 2.0432 +2025-06-19 11:24:55,615 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 14:13:18, time: 1.202, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1631, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.4269, s0.acc: 92.6169, s0.loss_bbox: 0.2420, s0.loss_mask: 0.5379, s1.loss_cls: 0.1545, s1.acc: 94.7998, s1.loss_bbox: 0.0602, s1.loss_mask: 0.2559, s2.loss_cls: 0.0511, s2.acc: 96.7527, s2.loss_bbox: 0.0111, s2.loss_mask: 0.1203, loss: 2.0765 +2025-06-19 11:25:56,907 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 14:26:58, time: 1.226, data_time: 0.022, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1565, loss_rpn_bbox: 0.0498, s0.loss_cls: 0.4605, s0.acc: 91.8330, s0.loss_bbox: 0.2617, s0.loss_mask: 0.5154, s1.loss_cls: 0.1787, s1.acc: 93.7329, s1.loss_bbox: 0.0737, s1.loss_mask: 0.2455, s2.loss_cls: 0.0618, s2.acc: 95.8296, s2.loss_bbox: 0.0158, s2.loss_mask: 0.1154, loss: 2.1377 +2025-06-19 11:26:47,616 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 13:36:45, time: 1.014, data_time: 0.021, memory: 22153, r_loss: 0.0031, loss_rpn_cls: 0.1548, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.4632, s0.acc: 91.5730, s0.loss_bbox: 0.2635, s0.loss_mask: 0.5074, s1.loss_cls: 0.1825, s1.acc: 93.3164, s1.loss_bbox: 0.0771, s1.loss_mask: 0.2391, s2.loss_cls: 0.0651, s2.acc: 95.4010, s2.loss_bbox: 0.0175, s2.loss_mask: 0.1114, loss: 2.1337 +2025-06-19 11:27:38,582 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 12:54:02, time: 1.019, data_time: 0.025, memory: 22153, r_loss: 0.0032, loss_rpn_cls: 0.1411, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.4760, s0.acc: 91.3438, s0.loss_bbox: 0.2702, s0.loss_mask: 0.4996, s1.loss_cls: 0.1895, s1.acc: 92.9882, s1.loss_bbox: 0.0798, s1.loss_mask: 0.2351, s2.loss_cls: 0.0687, s2.acc: 95.0678, s2.loss_bbox: 0.0190, s2.loss_mask: 0.1097, loss: 2.1392 +2025-06-19 11:28:30,035 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 12:18:54, time: 1.029, data_time: 0.028, memory: 22153, r_loss: 0.0031, loss_rpn_cls: 0.1447, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.4455, s0.acc: 91.6777, s0.loss_bbox: 0.2567, s0.loss_mask: 0.4885, s1.loss_cls: 0.1779, s1.acc: 93.1846, s1.loss_bbox: 0.0766, s1.loss_mask: 0.2289, s2.loss_cls: 0.0665, s2.acc: 94.9900, s2.loss_bbox: 0.0191, s2.loss_mask: 0.1061, loss: 2.0615 +2025-06-19 11:29:29,313 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 3 days, 12:25:37, time: 1.186, data_time: 0.022, memory: 22153, r_loss: 0.0031, loss_rpn_cls: 0.1403, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.4544, s0.acc: 91.4402, s0.loss_bbox: 0.2634, s0.loss_mask: 0.4929, s1.loss_cls: 0.1847, s1.acc: 92.8377, s1.loss_bbox: 0.0814, s1.loss_mask: 0.2315, s2.loss_cls: 0.0696, s2.acc: 94.7501, s2.loss_bbox: 0.0205, s2.loss_mask: 0.1082, loss: 2.0982 +2025-06-19 11:30:31,552 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 3 days, 12:45:12, time: 1.245, data_time: 0.024, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1370, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.4463, s0.acc: 91.5474, s0.loss_bbox: 0.2612, s0.loss_mask: 0.4807, s1.loss_cls: 0.1810, s1.acc: 92.9612, s1.loss_bbox: 0.0809, s1.loss_mask: 0.2240, s2.loss_cls: 0.0679, s2.acc: 94.8359, s2.loss_bbox: 0.0204, s2.loss_mask: 0.1039, loss: 2.0527 +2025-06-19 11:31:23,154 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 11:31:23,155 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 3 days, 12:16:06, time: 1.032, data_time: 0.027, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1356, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.4524, s0.acc: 91.3472, s0.loss_bbox: 0.2647, s0.loss_mask: 0.4695, s1.loss_cls: 0.1857, s1.acc: 92.6310, s1.loss_bbox: 0.0837, s1.loss_mask: 0.2209, s2.loss_cls: 0.0705, s2.acc: 94.5312, s2.loss_bbox: 0.0215, s2.loss_mask: 0.1020, loss: 2.0563 +2025-06-19 11:32:14,621 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 3 days, 11:49:06, time: 1.029, data_time: 0.027, memory: 22153, r_loss: 0.0032, loss_rpn_cls: 0.1341, loss_rpn_bbox: 0.0450, s0.loss_cls: 0.4490, s0.acc: 91.3428, s0.loss_bbox: 0.2614, s0.loss_mask: 0.4661, s1.loss_cls: 0.1855, s1.acc: 92.5904, s1.loss_bbox: 0.0834, s1.loss_mask: 0.2166, s2.loss_cls: 0.0712, s2.acc: 94.3869, s2.loss_bbox: 0.0219, s2.loss_mask: 0.1002, loss: 2.0378 +2025-06-19 11:33:09,853 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 3 days, 11:39:32, time: 1.105, data_time: 0.027, memory: 22153, r_loss: 0.0033, loss_rpn_cls: 0.1182, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.4348, s0.acc: 91.3682, s0.loss_bbox: 0.2628, s0.loss_mask: 0.4609, s1.loss_cls: 0.1797, s1.acc: 92.5221, s1.loss_bbox: 0.0848, s1.loss_mask: 0.2156, s2.loss_cls: 0.0700, s2.acc: 94.2215, s2.loss_bbox: 0.0228, s2.loss_mask: 0.1000, loss: 1.9962 +2025-06-19 11:34:07,252 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 3 days, 11:38:53, time: 1.148, data_time: 0.027, memory: 22153, r_loss: 0.0032, loss_rpn_cls: 0.1278, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.4516, s0.acc: 91.0017, s0.loss_bbox: 0.2695, s0.loss_mask: 0.4612, s1.loss_cls: 0.1869, s1.acc: 92.2474, s1.loss_bbox: 0.0880, s1.loss_mask: 0.2172, s2.loss_cls: 0.0726, s2.acc: 94.0223, s2.loss_bbox: 0.0234, s2.loss_mask: 0.1010, loss: 2.0485 +2025-06-19 11:35:12,664 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 3 days, 12:07:28, time: 1.308, data_time: 0.025, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.1390, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.4473, s0.acc: 90.9180, s0.loss_bbox: 0.2752, s0.loss_mask: 0.4574, s1.loss_cls: 0.1841, s1.acc: 92.2573, s1.loss_bbox: 0.0891, s1.loss_mask: 0.2123, s2.loss_cls: 0.0718, s2.acc: 94.0269, s2.loss_bbox: 0.0240, s2.loss_mask: 0.0987, loss: 2.0500 +2025-06-19 11:36:04,482 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 3 days, 11:46:02, time: 1.036, data_time: 0.030, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1195, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.4262, s0.acc: 91.5476, s0.loss_bbox: 0.2541, s0.loss_mask: 0.4552, s1.loss_cls: 0.1773, s1.acc: 92.6602, s1.loss_bbox: 0.0838, s1.loss_mask: 0.2116, s2.loss_cls: 0.0695, s2.acc: 94.2153, s2.loss_bbox: 0.0226, s2.loss_mask: 0.0981, loss: 1.9618 +2025-06-19 11:36:56,398 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 3 days, 11:26:40, time: 1.039, data_time: 0.026, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.1199, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.4201, s0.acc: 91.5093, s0.loss_bbox: 0.2520, s0.loss_mask: 0.4440, s1.loss_cls: 0.1752, s1.acc: 92.5988, s1.loss_bbox: 0.0842, s1.loss_mask: 0.2078, s2.loss_cls: 0.0690, s2.acc: 94.1195, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0961, loss: 1.9375 +2025-06-19 11:37:52,925 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 3 days, 11:23:31, time: 1.131, data_time: 0.026, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.1289, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.4457, s0.acc: 90.7817, s0.loss_bbox: 0.2745, s0.loss_mask: 0.4404, s1.loss_cls: 0.1868, s1.acc: 91.9522, s1.loss_bbox: 0.0917, s1.loss_mask: 0.2049, s2.loss_cls: 0.0742, s2.acc: 93.6429, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0943, loss: 2.0164 +2025-06-19 11:38:47,354 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 3 days, 11:13:59, time: 1.089, data_time: 0.026, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.1166, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.4077, s0.acc: 91.6077, s0.loss_bbox: 0.2498, s0.loss_mask: 0.4415, s1.loss_cls: 0.1732, s1.acc: 92.5765, s1.loss_bbox: 0.0851, s1.loss_mask: 0.2046, s2.loss_cls: 0.0690, s2.acc: 94.0704, s2.loss_bbox: 0.0242, s2.loss_mask: 0.0942, loss: 1.9097 +2025-06-19 11:39:50,920 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 3 days, 11:32:37, time: 1.271, data_time: 0.026, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.1227, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.4260, s0.acc: 91.0369, s0.loss_bbox: 0.2700, s0.loss_mask: 0.4428, s1.loss_cls: 0.1784, s1.acc: 92.1580, s1.loss_bbox: 0.0901, s1.loss_mask: 0.2049, s2.loss_cls: 0.0710, s2.acc: 93.7319, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0944, loss: 1.9728 +2025-06-19 11:40:48,303 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 3 days, 11:31:52, time: 1.148, data_time: 0.026, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1267, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.4322, s0.acc: 90.9919, s0.loss_bbox: 0.2687, s0.loss_mask: 0.4398, s1.loss_cls: 0.1805, s1.acc: 92.1997, s1.loss_bbox: 0.0914, s1.loss_mask: 0.2035, s2.loss_cls: 0.0713, s2.acc: 93.8366, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0936, loss: 1.9809 +2025-06-19 11:41:40,790 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 3 days, 11:17:19, time: 1.050, data_time: 0.030, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1157, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.4184, s0.acc: 91.2922, s0.loss_bbox: 0.2649, s0.loss_mask: 0.4379, s1.loss_cls: 0.1734, s1.acc: 92.4450, s1.loss_bbox: 0.0894, s1.loss_mask: 0.2023, s2.loss_cls: 0.0686, s2.acc: 93.9855, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0936, loss: 1.9356 +2025-06-19 11:42:36,452 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 3 days, 11:12:14, time: 1.113, data_time: 0.022, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.1215, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.4183, s0.acc: 91.2268, s0.loss_bbox: 0.2604, s0.loss_mask: 0.4349, s1.loss_cls: 0.1763, s1.acc: 92.2371, s1.loss_bbox: 0.0891, s1.loss_mask: 0.2027, s2.loss_cls: 0.0703, s2.acc: 93.7970, s2.loss_bbox: 0.0255, s2.loss_mask: 0.0946, loss: 1.9385 +2025-06-19 11:43:30,647 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 3 days, 11:03:40, time: 1.085, data_time: 0.028, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1121, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.4114, s0.acc: 91.3667, s0.loss_bbox: 0.2571, s0.loss_mask: 0.4337, s1.loss_cls: 0.1735, s1.acc: 92.3415, s1.loss_bbox: 0.0877, s1.loss_mask: 0.2017, s2.loss_cls: 0.0694, s2.acc: 93.8462, s2.loss_bbox: 0.0248, s2.loss_mask: 0.0931, loss: 1.9094 +2025-06-19 11:44:34,816 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 3 days, 11:21:06, time: 1.283, data_time: 0.024, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1138, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.4182, s0.acc: 91.2173, s0.loss_bbox: 0.2621, s0.loss_mask: 0.4334, s1.loss_cls: 0.1764, s1.acc: 92.1846, s1.loss_bbox: 0.0897, s1.loss_mask: 0.2014, s2.loss_cls: 0.0707, s2.acc: 93.7348, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0936, loss: 1.9298 +2025-06-19 11:45:33,420 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 3 days, 11:23:34, time: 1.172, data_time: 0.024, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1159, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.4330, s0.acc: 90.8237, s0.loss_bbox: 0.2726, s0.loss_mask: 0.4307, s1.loss_cls: 0.1818, s1.acc: 91.9409, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1999, s2.loss_cls: 0.0732, s2.acc: 93.4604, s2.loss_bbox: 0.0276, s2.loss_mask: 0.0923, loss: 1.9659 +2025-06-19 11:46:26,242 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 3 days, 11:11:49, time: 1.056, data_time: 0.023, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1187, loss_rpn_bbox: 0.0433, s0.loss_cls: 0.4190, s0.acc: 91.1702, s0.loss_bbox: 0.2624, s0.loss_mask: 0.4360, s1.loss_cls: 0.1771, s1.acc: 92.1503, s1.loss_bbox: 0.0904, s1.loss_mask: 0.2036, s2.loss_cls: 0.0706, s2.acc: 93.7000, s2.loss_bbox: 0.0256, s2.loss_mask: 0.0947, loss: 1.9441 +2025-06-19 11:47:22,053 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 3 days, 11:07:44, time: 1.116, data_time: 0.027, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1186, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.4226, s0.acc: 90.9929, s0.loss_bbox: 0.2695, s0.loss_mask: 0.4254, s1.loss_cls: 0.1797, s1.acc: 92.0538, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1990, s2.loss_cls: 0.0715, s2.acc: 93.5778, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0918, loss: 1.9443 +2025-06-19 11:48:19,699 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 3 days, 11:08:01, time: 1.153, data_time: 0.025, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1150, loss_rpn_bbox: 0.0427, s0.loss_cls: 0.4170, s0.acc: 91.1562, s0.loss_bbox: 0.2627, s0.loss_mask: 0.4275, s1.loss_cls: 0.1761, s1.acc: 92.1755, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1981, s2.loss_cls: 0.0707, s2.acc: 93.6924, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0917, loss: 1.9214 +2025-06-19 11:49:20,346 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 3 days, 11:14:59, time: 1.213, data_time: 0.028, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1113, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.4092, s0.acc: 91.0898, s0.loss_bbox: 0.2707, s0.loss_mask: 0.4211, s1.loss_cls: 0.1724, s1.acc: 92.1132, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1963, s2.loss_cls: 0.0706, s2.acc: 93.3779, s2.loss_bbox: 0.0282, s2.loss_mask: 0.0907, loss: 1.9119 +2025-06-19 11:50:16,185 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 11:50:16,185 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 3 days, 11:11:00, time: 1.116, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1150, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.4220, s0.acc: 90.9739, s0.loss_bbox: 0.2701, s0.loss_mask: 0.4252, s1.loss_cls: 0.1785, s1.acc: 91.9808, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1983, s2.loss_cls: 0.0720, s2.acc: 93.4838, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0918, loss: 1.9386 +2025-06-19 11:51:14,889 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 3 days, 11:13:20, time: 1.174, data_time: 0.026, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1084, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.4082, s0.acc: 91.1045, s0.loss_bbox: 0.2694, s0.loss_mask: 0.4336, s1.loss_cls: 0.1737, s1.acc: 92.0865, s1.loss_bbox: 0.0939, s1.loss_mask: 0.2005, s2.loss_cls: 0.0704, s2.acc: 93.5738, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0926, loss: 1.9203 +2025-06-19 11:52:10,634 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 3 days, 11:09:20, time: 1.115, data_time: 0.023, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1080, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.4045, s0.acc: 91.1816, s0.loss_bbox: 0.2625, s0.loss_mask: 0.4149, s1.loss_cls: 0.1727, s1.acc: 92.0329, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1924, s2.loss_cls: 0.0706, s2.acc: 93.4505, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0885, loss: 1.8775 +2025-06-19 11:53:08,122 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 3 days, 11:09:01, time: 1.150, data_time: 0.030, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1103, loss_rpn_bbox: 0.0424, s0.loss_cls: 0.4001, s0.acc: 91.2847, s0.loss_bbox: 0.2602, s0.loss_mask: 0.4167, s1.loss_cls: 0.1718, s1.acc: 92.1532, s1.loss_bbox: 0.0928, s1.loss_mask: 0.1941, s2.loss_cls: 0.0707, s2.acc: 93.5058, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0893, loss: 1.8791 +2025-06-19 11:54:08,973 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 3 days, 11:15:19, time: 1.217, data_time: 0.026, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1081, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.4189, s0.acc: 90.8950, s0.loss_bbox: 0.2698, s0.loss_mask: 0.4173, s1.loss_cls: 0.1791, s1.acc: 91.8951, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1938, s2.loss_cls: 0.0722, s2.acc: 93.3349, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0894, loss: 1.9178 +2025-06-19 11:55:07,735 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 3 days, 11:17:15, time: 1.175, data_time: 0.027, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1063, loss_rpn_bbox: 0.0422, s0.loss_cls: 0.3988, s0.acc: 91.3003, s0.loss_bbox: 0.2608, s0.loss_mask: 0.4123, s1.loss_cls: 0.1699, s1.acc: 92.2387, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1921, s2.loss_cls: 0.0692, s2.acc: 93.5650, s2.loss_bbox: 0.0276, s2.loss_mask: 0.0891, loss: 1.8638 +2025-06-19 11:56:04,092 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 3 days, 11:14:31, time: 1.127, data_time: 0.024, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1141, loss_rpn_bbox: 0.0431, s0.loss_cls: 0.4121, s0.acc: 91.0894, s0.loss_bbox: 0.2733, s0.loss_mask: 0.4137, s1.loss_cls: 0.1727, s1.acc: 92.1500, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1931, s2.loss_cls: 0.0691, s2.acc: 93.5786, s2.loss_bbox: 0.0286, s2.loss_mask: 0.0890, loss: 1.9080 +2025-06-19 11:57:00,987 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 3 days, 11:12:50, time: 1.138, data_time: 0.023, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1052, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.4063, s0.acc: 91.2009, s0.loss_bbox: 0.2607, s0.loss_mask: 0.4088, s1.loss_cls: 0.1743, s1.acc: 92.1204, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1886, s2.loss_cls: 0.0715, s2.acc: 93.4817, s2.loss_bbox: 0.0286, s2.loss_mask: 0.0867, loss: 1.8677 +2025-06-19 11:57:54,474 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 3 days, 11:05:00, time: 1.070, data_time: 0.025, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1080, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.4169, s0.acc: 90.9963, s0.loss_bbox: 0.2644, s0.loss_mask: 0.4135, s1.loss_cls: 0.1793, s1.acc: 91.8454, s1.loss_bbox: 0.0943, s1.loss_mask: 0.1917, s2.loss_cls: 0.0728, s2.acc: 93.3464, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0884, loss: 1.9008 +2025-06-19 11:58:56,033 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 3 days, 11:11:50, time: 1.231, data_time: 0.030, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1072, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.4015, s0.acc: 91.0579, s0.loss_bbox: 0.2688, s0.loss_mask: 0.4074, s1.loss_cls: 0.1735, s1.acc: 91.8708, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1894, s2.loss_cls: 0.0717, s2.acc: 93.1799, s2.loss_bbox: 0.0298, s2.loss_mask: 0.0875, loss: 1.8768 +2025-06-19 11:59:57,492 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 3 days, 11:18:05, time: 1.228, data_time: 0.022, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1029, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3815, s0.acc: 91.5771, s0.loss_bbox: 0.2478, s0.loss_mask: 0.3970, s1.loss_cls: 0.1645, s1.acc: 92.3671, s1.loss_bbox: 0.0923, s1.loss_mask: 0.1843, s2.loss_cls: 0.0680, s2.acc: 93.6158, s2.loss_bbox: 0.0289, s2.loss_mask: 0.0853, loss: 1.7935 +2025-06-19 12:00:56,707 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 3 days, 11:20:19, time: 1.185, data_time: 0.028, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.1065, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3922, s0.acc: 91.3010, s0.loss_bbox: 0.2636, s0.loss_mask: 0.4171, s1.loss_cls: 0.1667, s1.acc: 92.2254, s1.loss_bbox: 0.0930, s1.loss_mask: 0.1944, s2.loss_cls: 0.0676, s2.acc: 93.6291, s2.loss_bbox: 0.0275, s2.loss_mask: 0.0895, loss: 1.8603 +2025-06-19 12:01:52,519 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 3 days, 11:16:43, time: 1.117, data_time: 0.027, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.1035, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.3945, s0.acc: 91.2258, s0.loss_bbox: 0.2634, s0.loss_mask: 0.4028, s1.loss_cls: 0.1690, s1.acc: 92.1218, s1.loss_bbox: 0.0945, s1.loss_mask: 0.1870, s2.loss_cls: 0.0695, s2.acc: 93.4195, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0861, loss: 1.8420 +2025-06-19 12:02:46,825 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 3 days, 11:10:43, time: 1.086, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1063, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.3937, s0.acc: 91.1738, s0.loss_bbox: 0.2671, s0.loss_mask: 0.4041, s1.loss_cls: 0.1672, s1.acc: 92.1056, s1.loss_bbox: 0.0960, s1.loss_mask: 0.1880, s2.loss_cls: 0.0692, s2.acc: 93.2900, s2.loss_bbox: 0.0295, s2.loss_mask: 0.0864, loss: 1.8504 +2025-06-19 12:03:48,622 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 3 days, 11:17:00, time: 1.236, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1113, loss_rpn_bbox: 0.0429, s0.loss_cls: 0.4032, s0.acc: 91.1729, s0.loss_bbox: 0.2706, s0.loss_mask: 0.4127, s1.loss_cls: 0.1725, s1.acc: 92.0445, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1913, s2.loss_cls: 0.0702, s2.acc: 93.3512, s2.loss_bbox: 0.0299, s2.loss_mask: 0.0878, loss: 1.8938 +2025-06-19 12:04:48,049 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 3 days, 11:19:13, time: 1.188, data_time: 0.032, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1058, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.3889, s0.acc: 91.3406, s0.loss_bbox: 0.2603, s0.loss_mask: 0.3985, s1.loss_cls: 0.1656, s1.acc: 92.2012, s1.loss_bbox: 0.0950, s1.loss_mask: 0.1847, s2.loss_cls: 0.0689, s2.acc: 93.4198, s2.loss_bbox: 0.0291, s2.loss_mask: 0.0852, loss: 1.8246 +2025-06-19 12:05:46,865 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 3 days, 11:20:25, time: 1.177, data_time: 0.027, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1016, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3885, s0.acc: 91.2983, s0.loss_bbox: 0.2602, s0.loss_mask: 0.4035, s1.loss_cls: 0.1664, s1.acc: 92.0933, s1.loss_bbox: 0.0951, s1.loss_mask: 0.1896, s2.loss_cls: 0.0674, s2.acc: 93.4653, s2.loss_bbox: 0.0286, s2.loss_mask: 0.0871, loss: 1.8293 +2025-06-19 12:06:43,565 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 3 days, 11:18:19, time: 1.134, data_time: 0.032, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1045, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3900, s0.acc: 91.2119, s0.loss_bbox: 0.2707, s0.loss_mask: 0.4031, s1.loss_cls: 0.1661, s1.acc: 92.1372, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1879, s2.loss_cls: 0.0681, s2.acc: 93.4648, s2.loss_bbox: 0.0298, s2.loss_mask: 0.0860, loss: 1.8463 +2025-06-19 12:07:40,330 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 3 days, 11:16:20, time: 1.135, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0984, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3888, s0.acc: 91.1746, s0.loss_bbox: 0.2674, s0.loss_mask: 0.4068, s1.loss_cls: 0.1669, s1.acc: 92.0310, s1.loss_bbox: 0.0980, s1.loss_mask: 0.1899, s2.loss_cls: 0.0680, s2.acc: 93.4191, s2.loss_bbox: 0.0300, s2.loss_mask: 0.0874, loss: 1.8426 +2025-06-19 12:08:37,712 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 3 days, 11:15:18, time: 1.148, data_time: 0.023, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1018, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.3900, s0.acc: 91.2922, s0.loss_bbox: 0.2631, s0.loss_mask: 0.3994, s1.loss_cls: 0.1677, s1.acc: 92.1313, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1858, s2.loss_cls: 0.0694, s2.acc: 93.2986, s2.loss_bbox: 0.0299, s2.loss_mask: 0.0860, loss: 1.8328 +2025-06-19 12:09:39,004 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 12:09:39,004 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 3 days, 11:19:56, time: 1.226, data_time: 0.025, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1109, loss_rpn_bbox: 0.0424, s0.loss_cls: 0.3955, s0.acc: 91.2148, s0.loss_bbox: 0.2647, s0.loss_mask: 0.4046, s1.loss_cls: 0.1669, s1.acc: 92.2952, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1873, s2.loss_cls: 0.0686, s2.acc: 93.5368, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0859, loss: 1.8515 +2025-06-19 12:10:40,676 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 3 days, 11:24:56, time: 1.234, data_time: 0.032, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1059, loss_rpn_bbox: 0.0417, s0.loss_cls: 0.3992, s0.acc: 91.0461, s0.loss_bbox: 0.2734, s0.loss_mask: 0.4131, s1.loss_cls: 0.1692, s1.acc: 91.9432, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1920, s2.loss_cls: 0.0690, s2.acc: 93.3173, s2.loss_bbox: 0.0296, s2.loss_mask: 0.0885, loss: 1.8819 +2025-06-19 12:11:37,537 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 3 days, 11:22:59, time: 1.137, data_time: 0.026, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1037, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.3883, s0.acc: 91.2085, s0.loss_bbox: 0.2644, s0.loss_mask: 0.3986, s1.loss_cls: 0.1663, s1.acc: 92.1225, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1835, s2.loss_cls: 0.0694, s2.acc: 93.2093, s2.loss_bbox: 0.0299, s2.loss_mask: 0.0848, loss: 1.8276 +2025-06-19 12:12:33,979 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 3 days, 11:20:30, time: 1.129, data_time: 0.023, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0990, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.3896, s0.acc: 91.2908, s0.loss_bbox: 0.2649, s0.loss_mask: 0.4035, s1.loss_cls: 0.1664, s1.acc: 92.2143, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1875, s2.loss_cls: 0.0687, s2.acc: 93.4726, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0870, loss: 1.8358 +2025-06-19 12:13:30,555 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 3 days, 11:18:13, time: 1.131, data_time: 0.024, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1093, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.3954, s0.acc: 91.3599, s0.loss_bbox: 0.2601, s0.loss_mask: 0.4008, s1.loss_cls: 0.1694, s1.acc: 92.2590, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1881, s2.loss_cls: 0.0695, s2.acc: 93.5013, s2.loss_bbox: 0.0288, s2.loss_mask: 0.0868, loss: 1.8464 +2025-06-19 12:14:30,389 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 3 days, 11:20:21, time: 1.197, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1004, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.4010, s0.acc: 90.7834, s0.loss_bbox: 0.2815, s0.loss_mask: 0.4022, s1.loss_cls: 0.1718, s1.acc: 91.6789, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1876, s2.loss_cls: 0.0709, s2.acc: 92.9371, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0871, loss: 1.8799 +2025-06-19 12:15:29,986 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 3 days, 11:22:05, time: 1.192, data_time: 0.027, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1084, loss_rpn_bbox: 0.0435, s0.loss_cls: 0.3877, s0.acc: 91.1863, s0.loss_bbox: 0.2678, s0.loss_mask: 0.3947, s1.loss_cls: 0.1675, s1.acc: 92.0086, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1835, s2.loss_cls: 0.0698, s2.acc: 93.2138, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0850, loss: 1.8378 +2025-06-19 12:16:26,363 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 3 days, 11:19:33, time: 1.128, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1004, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3832, s0.acc: 91.4202, s0.loss_bbox: 0.2578, s0.loss_mask: 0.4002, s1.loss_cls: 0.1637, s1.acc: 92.2806, s1.loss_bbox: 0.0946, s1.loss_mask: 0.1883, s2.loss_cls: 0.0676, s2.acc: 93.4521, s2.loss_bbox: 0.0295, s2.loss_mask: 0.0880, loss: 1.8129 +2025-06-19 12:17:25,698 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 3 days, 11:20:51, time: 1.187, data_time: 0.028, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1086, loss_rpn_bbox: 0.0429, s0.loss_cls: 0.3762, s0.acc: 91.4121, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3930, s1.loss_cls: 0.1609, s1.acc: 92.2893, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1830, s2.loss_cls: 0.0668, s2.acc: 93.5596, s2.loss_bbox: 0.0296, s2.loss_mask: 0.0848, loss: 1.8075 +2025-06-19 12:18:22,515 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 3 days, 11:18:54, time: 1.136, data_time: 0.030, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1060, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3936, s0.acc: 91.0789, s0.loss_bbox: 0.2687, s0.loss_mask: 0.3958, s1.loss_cls: 0.1681, s1.acc: 92.0085, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1834, s2.loss_cls: 0.0698, s2.acc: 93.2302, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0836, loss: 1.8395 +2025-06-19 12:19:21,909 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 3 days, 11:20:11, time: 1.188, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0978, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.3836, s0.acc: 91.1121, s0.loss_bbox: 0.2717, s0.loss_mask: 0.3970, s1.loss_cls: 0.1651, s1.acc: 91.9379, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1851, s2.loss_cls: 0.0689, s2.acc: 93.1498, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0855, loss: 1.8292 +2025-06-19 12:20:20,898 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 3 days, 11:20:55, time: 1.180, data_time: 0.030, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0953, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3863, s0.acc: 91.1934, s0.loss_bbox: 0.2640, s0.loss_mask: 0.3955, s1.loss_cls: 0.1648, s1.acc: 92.0966, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1844, s2.loss_cls: 0.0686, s2.acc: 93.2678, s2.loss_bbox: 0.0308, s2.loss_mask: 0.0846, loss: 1.8128 +2025-06-19 12:21:18,135 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 3 days, 11:19:29, time: 1.145, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1015, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3754, s0.acc: 91.1760, s0.loss_bbox: 0.2689, s0.loss_mask: 0.3893, s1.loss_cls: 0.1610, s1.acc: 92.0293, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1801, s2.loss_cls: 0.0674, s2.acc: 93.2250, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0831, loss: 1.7982 +2025-06-19 12:22:15,088 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 3 days, 11:17:43, time: 1.139, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1040, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3962, s0.acc: 90.9480, s0.loss_bbox: 0.2742, s0.loss_mask: 0.3915, s1.loss_cls: 0.1690, s1.acc: 91.8119, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1812, s2.loss_cls: 0.0700, s2.acc: 93.0810, s2.loss_bbox: 0.0309, s2.loss_mask: 0.0831, loss: 1.8421 +2025-06-19 12:23:15,020 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 3 days, 11:19:29, time: 1.199, data_time: 0.025, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0994, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.3837, s0.acc: 91.1125, s0.loss_bbox: 0.2701, s0.loss_mask: 0.3825, s1.loss_cls: 0.1661, s1.acc: 91.8665, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1788, s2.loss_cls: 0.0694, s2.acc: 93.1151, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0819, loss: 1.8068 +2025-06-19 12:24:15,429 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 3 days, 11:21:42, time: 1.208, data_time: 0.026, memory: 22153, r_loss: 0.0024, loss_rpn_cls: 0.1042, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.3990, s0.acc: 90.7856, s0.loss_bbox: 0.2833, s0.loss_mask: 0.3965, s1.loss_cls: 0.1706, s1.acc: 91.6533, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1852, s2.loss_cls: 0.0707, s2.acc: 92.9360, s2.loss_bbox: 0.0325, s2.loss_mask: 0.0858, loss: 1.8795 +2025-06-19 12:25:14,820 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 3 days, 11:22:41, time: 1.188, data_time: 0.025, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0986, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3953, s0.acc: 90.9658, s0.loss_bbox: 0.2751, s0.loss_mask: 0.3912, s1.loss_cls: 0.1709, s1.acc: 91.7480, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1826, s2.loss_cls: 0.0713, s2.acc: 93.0595, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0844, loss: 1.8459 +2025-06-19 12:26:10,011 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 3 days, 11:18:54, time: 1.104, data_time: 0.033, memory: 22153, r_loss: 0.0024, loss_rpn_cls: 0.1006, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3921, s0.acc: 91.0564, s0.loss_bbox: 0.2770, s0.loss_mask: 0.4005, s1.loss_cls: 0.1694, s1.acc: 91.7822, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1866, s2.loss_cls: 0.0699, s2.acc: 93.0554, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0868, loss: 1.8574 +2025-06-19 12:27:09,713 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 3 days, 11:20:11, time: 1.194, data_time: 0.024, memory: 22153, r_loss: 0.0024, loss_rpn_cls: 0.0929, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3842, s0.acc: 90.9475, s0.loss_bbox: 0.2779, s0.loss_mask: 0.3895, s1.loss_cls: 0.1664, s1.acc: 91.7387, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1820, s2.loss_cls: 0.0696, s2.acc: 92.9378, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0835, loss: 1.8237 +2025-06-19 12:28:03,936 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 3 days, 11:15:24, time: 1.084, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0966, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3690, s0.acc: 91.6147, s0.loss_bbox: 0.2536, s0.loss_mask: 0.3881, s1.loss_cls: 0.1601, s1.acc: 92.2956, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1807, s2.loss_cls: 0.0670, s2.acc: 93.3444, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0835, loss: 1.7668 +2025-06-19 12:29:04,658 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 12:29:04,659 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 3 days, 11:17:47, time: 1.215, data_time: 0.025, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0964, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3761, s0.acc: 91.3540, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3883, s1.loss_cls: 0.1626, s1.acc: 92.1499, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1817, s2.loss_cls: 0.0679, s2.acc: 93.2615, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0836, loss: 1.7859 +2025-06-19 12:30:04,438 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 3 days, 11:19:02, time: 1.195, data_time: 0.028, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3688, s0.acc: 91.4263, s0.loss_bbox: 0.2619, s0.loss_mask: 0.3845, s1.loss_cls: 0.1593, s1.acc: 92.1627, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1767, s2.loss_cls: 0.0673, s2.acc: 93.2684, s2.loss_bbox: 0.0310, s2.loss_mask: 0.0816, loss: 1.7643 +2025-06-19 12:31:01,302 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 3 days, 11:17:09, time: 1.137, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0977, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3669, s0.acc: 91.4512, s0.loss_bbox: 0.2590, s0.loss_mask: 0.3868, s1.loss_cls: 0.1590, s1.acc: 92.2696, s1.loss_bbox: 0.0961, s1.loss_mask: 0.1787, s2.loss_cls: 0.0665, s2.acc: 93.3602, s2.loss_bbox: 0.0301, s2.loss_mask: 0.0823, loss: 1.7643 +2025-06-19 12:31:58,457 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 3 days, 11:15:38, time: 1.144, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1015, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3889, s0.acc: 90.9438, s0.loss_bbox: 0.2710, s0.loss_mask: 0.3903, s1.loss_cls: 0.1685, s1.acc: 91.7627, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1826, s2.loss_cls: 0.0707, s2.acc: 92.9566, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0841, loss: 1.8311 +2025-06-19 12:32:55,481 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 3 days, 11:13:58, time: 1.140, data_time: 0.025, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0968, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3687, s0.acc: 91.4280, s0.loss_bbox: 0.2642, s0.loss_mask: 0.3772, s1.loss_cls: 0.1586, s1.acc: 92.2563, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1766, s2.loss_cls: 0.0672, s2.acc: 93.2721, s2.loss_bbox: 0.0315, s2.loss_mask: 0.0815, loss: 1.7631 +2025-06-19 12:33:52,409 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 3 days, 11:12:14, time: 1.139, data_time: 0.027, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0957, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3677, s0.acc: 91.3879, s0.loss_bbox: 0.2653, s0.loss_mask: 0.3836, s1.loss_cls: 0.1583, s1.acc: 92.1363, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1793, s2.loss_cls: 0.0664, s2.acc: 93.2850, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0825, loss: 1.7720 +2025-06-19 12:34:55,537 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 3 days, 11:16:45, time: 1.262, data_time: 0.026, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.1012, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.3754, s0.acc: 91.1030, s0.loss_bbox: 0.2775, s0.loss_mask: 0.3817, s1.loss_cls: 0.1632, s1.acc: 91.9828, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1766, s2.loss_cls: 0.0684, s2.acc: 93.0697, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0808, loss: 1.8047 +2025-06-19 12:35:52,439 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 3 days, 11:14:55, time: 1.137, data_time: 0.026, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0953, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3454, s0.acc: 91.9062, s0.loss_bbox: 0.2485, s0.loss_mask: 0.3771, s1.loss_cls: 0.1494, s1.acc: 92.6520, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1754, s2.loss_cls: 0.0633, s2.acc: 93.5553, s2.loss_bbox: 0.0305, s2.loss_mask: 0.0816, loss: 1.7010 +2025-06-19 12:36:49,422 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 3 days, 11:13:14, time: 1.140, data_time: 0.026, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0957, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.3757, s0.acc: 91.3540, s0.loss_bbox: 0.2658, s0.loss_mask: 0.3914, s1.loss_cls: 0.1613, s1.acc: 92.1246, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1820, s2.loss_cls: 0.0670, s2.acc: 93.3304, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0836, loss: 1.7939 +2025-06-19 12:37:49,190 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 3 days, 11:14:15, time: 1.195, data_time: 0.027, memory: 22153, r_loss: 0.0024, loss_rpn_cls: 0.1037, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3687, s0.acc: 91.3782, s0.loss_bbox: 0.2636, s0.loss_mask: 0.3765, s1.loss_cls: 0.1602, s1.acc: 92.1629, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1748, s2.loss_cls: 0.0678, s2.acc: 93.1500, s2.loss_bbox: 0.0316, s2.loss_mask: 0.0806, loss: 1.7686 +2025-06-19 12:38:48,273 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 3 days, 11:14:34, time: 1.182, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0954, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3562, s0.acc: 91.5251, s0.loss_bbox: 0.2549, s0.loss_mask: 0.3686, s1.loss_cls: 0.1552, s1.acc: 92.3111, s1.loss_bbox: 0.0966, s1.loss_mask: 0.1726, s2.loss_cls: 0.0657, s2.acc: 93.3608, s2.loss_bbox: 0.0309, s2.loss_mask: 0.0802, loss: 1.7161 +2025-06-19 12:39:47,581 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 3 days, 11:15:04, time: 1.186, data_time: 0.025, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0969, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3408, s0.acc: 92.0027, s0.loss_bbox: 0.2482, s0.loss_mask: 0.3765, s1.loss_cls: 0.1478, s1.acc: 92.6595, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1743, s2.loss_cls: 0.0626, s2.acc: 93.6260, s2.loss_bbox: 0.0302, s2.loss_mask: 0.0801, loss: 1.6901 +2025-06-19 12:40:41,525 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 3 days, 11:10:29, time: 1.078, data_time: 0.020, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0911, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3473, s0.acc: 91.8882, s0.loss_bbox: 0.2495, s0.loss_mask: 0.3780, s1.loss_cls: 0.1491, s1.acc: 92.6937, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1752, s2.loss_cls: 0.0629, s2.acc: 93.7085, s2.loss_bbox: 0.0299, s2.loss_mask: 0.0810, loss: 1.6957 +2025-06-19 12:41:41,470 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 3 days, 11:11:35, time: 1.199, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0962, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3634, s0.acc: 91.5061, s0.loss_bbox: 0.2600, s0.loss_mask: 0.3777, s1.loss_cls: 0.1579, s1.acc: 92.2098, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1759, s2.loss_cls: 0.0673, s2.acc: 93.1876, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0812, loss: 1.7519 +2025-06-19 12:42:35,871 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 3 days, 11:07:32, time: 1.088, data_time: 0.024, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0922, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3628, s0.acc: 91.4651, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3762, s1.loss_cls: 0.1553, s1.acc: 92.3703, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1750, s2.loss_cls: 0.0649, s2.acc: 93.4553, s2.loss_bbox: 0.0308, s2.loss_mask: 0.0803, loss: 1.7322 +2025-06-19 12:43:37,557 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 3 days, 11:10:10, time: 1.234, data_time: 0.024, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0986, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3672, s0.acc: 91.4099, s0.loss_bbox: 0.2639, s0.loss_mask: 0.3833, s1.loss_cls: 0.1591, s1.acc: 92.1917, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1783, s2.loss_cls: 0.0670, s2.acc: 93.2307, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0820, loss: 1.7714 +2025-06-19 12:44:40,195 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 3 days, 11:13:34, time: 1.252, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0979, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3482, s0.acc: 91.7827, s0.loss_bbox: 0.2520, s0.loss_mask: 0.3806, s1.loss_cls: 0.1513, s1.acc: 92.5368, s1.loss_bbox: 0.0947, s1.loss_mask: 0.1775, s2.loss_cls: 0.0638, s2.acc: 93.4641, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0825, loss: 1.7224 +2025-06-19 12:45:34,196 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 3 days, 11:09:12, time: 1.080, data_time: 0.031, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0950, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3583, s0.acc: 91.5415, s0.loss_bbox: 0.2613, s0.loss_mask: 0.3801, s1.loss_cls: 0.1547, s1.acc: 92.3088, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1763, s2.loss_cls: 0.0659, s2.acc: 93.2554, s2.loss_bbox: 0.0315, s2.loss_mask: 0.0812, loss: 1.7429 +2025-06-19 12:46:33,755 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 3 days, 11:09:49, time: 1.191, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0991, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3543, s0.acc: 91.5706, s0.loss_bbox: 0.2590, s0.loss_mask: 0.3792, s1.loss_cls: 0.1543, s1.acc: 92.2828, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1768, s2.loss_cls: 0.0648, s2.acc: 93.2840, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0815, loss: 1.7422 +2025-06-19 12:47:28,454 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 3 days, 11:06:09, time: 1.094, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.1016, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.3604, s0.acc: 91.3464, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3776, s1.loss_cls: 0.1570, s1.acc: 92.0524, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1773, s2.loss_cls: 0.0665, s2.acc: 93.0209, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0819, loss: 1.7664 +2025-06-19 12:48:31,175 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 12:48:31,177 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 3 days, 11:09:26, time: 1.254, data_time: 0.021, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0923, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3598, s0.acc: 91.6189, s0.loss_bbox: 0.2555, s0.loss_mask: 0.3721, s1.loss_cls: 0.1582, s1.acc: 92.2914, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1724, s2.loss_cls: 0.0669, s2.acc: 93.3492, s2.loss_bbox: 0.0315, s2.loss_mask: 0.0795, loss: 1.7236 +2025-06-19 12:49:27,555 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 3 days, 11:07:15, time: 1.128, data_time: 0.030, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0979, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3581, s0.acc: 91.4211, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3723, s1.loss_cls: 0.1558, s1.acc: 92.1632, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1718, s2.loss_cls: 0.0659, s2.acc: 93.2061, s2.loss_bbox: 0.0314, s2.loss_mask: 0.0792, loss: 1.7360 +2025-06-19 12:50:27,523 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 3 days, 11:08:07, time: 1.199, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0865, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3566, s0.acc: 91.6211, s0.loss_bbox: 0.2534, s0.loss_mask: 0.3771, s1.loss_cls: 0.1553, s1.acc: 92.3767, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1739, s2.loss_cls: 0.0662, s2.acc: 93.3097, s2.loss_bbox: 0.0309, s2.loss_mask: 0.0801, loss: 1.7141 +2025-06-19 12:51:27,449 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 3 days, 11:08:55, time: 1.199, data_time: 0.024, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0991, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3365, s0.acc: 91.9209, s0.loss_bbox: 0.2518, s0.loss_mask: 0.3761, s1.loss_cls: 0.1443, s1.acc: 92.6859, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1744, s2.loss_cls: 0.0614, s2.acc: 93.7263, s2.loss_bbox: 0.0299, s2.loss_mask: 0.0808, loss: 1.6902 +2025-06-19 12:52:21,847 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 3 days, 11:05:06, time: 1.088, data_time: 0.028, memory: 22153, r_loss: 0.0024, loss_rpn_cls: 0.1002, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.3550, s0.acc: 91.5732, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3728, s1.loss_cls: 0.1545, s1.acc: 92.2881, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1744, s2.loss_cls: 0.0653, s2.acc: 93.2385, s2.loss_bbox: 0.0316, s2.loss_mask: 0.0806, loss: 1.7350 +2025-06-19 12:53:21,645 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 3 days, 11:05:45, time: 1.196, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3775, s0.acc: 90.9792, s0.loss_bbox: 0.2776, s0.loss_mask: 0.3807, s1.loss_cls: 0.1639, s1.acc: 91.7928, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1771, s2.loss_cls: 0.0692, s2.acc: 92.8383, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0816, loss: 1.8044 +2025-06-19 12:54:21,395 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 3 days, 11:06:21, time: 1.195, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3610, s0.acc: 91.2622, s0.loss_bbox: 0.2771, s0.loss_mask: 0.3859, s1.loss_cls: 0.1575, s1.acc: 91.9666, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1798, s2.loss_cls: 0.0663, s2.acc: 93.0804, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0824, loss: 1.7843 +2025-06-19 12:55:19,131 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 3 days, 11:05:18, time: 1.155, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0949, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3622, s0.acc: 91.3274, s0.loss_bbox: 0.2710, s0.loss_mask: 0.3759, s1.loss_cls: 0.1548, s1.acc: 92.1821, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1747, s2.loss_cls: 0.0651, s2.acc: 93.3202, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0807, loss: 1.7559 +2025-06-19 12:56:21,372 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 3 days, 11:07:48, time: 1.244, data_time: 0.020, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0927, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3581, s0.acc: 91.5378, s0.loss_bbox: 0.2556, s0.loss_mask: 0.3738, s1.loss_cls: 0.1555, s1.acc: 92.2674, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1731, s2.loss_cls: 0.0660, s2.acc: 93.2639, s2.loss_bbox: 0.0314, s2.loss_mask: 0.0796, loss: 1.7233 +2025-06-19 12:57:16,215 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 3 days, 11:04:28, time: 1.098, data_time: 0.029, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0959, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3511, s0.acc: 91.6279, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3658, s1.loss_cls: 0.1529, s1.acc: 92.3352, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1711, s2.loss_cls: 0.0642, s2.acc: 93.3467, s2.loss_bbox: 0.0323, s2.loss_mask: 0.0792, loss: 1.7115 +2025-06-19 12:58:15,834 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 3 days, 11:04:52, time: 1.192, data_time: 0.022, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0938, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.3530, s0.acc: 91.5278, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3731, s1.loss_cls: 0.1529, s1.acc: 92.3050, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1740, s2.loss_cls: 0.0645, s2.acc: 93.2857, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0800, loss: 1.7261 +2025-06-19 12:59:16,993 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 3 days, 11:06:27, time: 1.223, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3578, s0.acc: 91.5100, s0.loss_bbox: 0.2656, s0.loss_mask: 0.3733, s1.loss_cls: 0.1540, s1.acc: 92.3020, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1739, s2.loss_cls: 0.0644, s2.acc: 93.3907, s2.loss_bbox: 0.0320, s2.loss_mask: 0.0800, loss: 1.7374 +2025-06-19 13:00:11,511 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 3 days, 11:02:52, time: 1.090, data_time: 0.022, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0942, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3478, s0.acc: 91.6125, s0.loss_bbox: 0.2550, s0.loss_mask: 0.3618, s1.loss_cls: 0.1522, s1.acc: 92.2965, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1675, s2.loss_cls: 0.0653, s2.acc: 93.2294, s2.loss_bbox: 0.0323, s2.loss_mask: 0.0774, loss: 1.6917 +2025-06-19 13:01:14,689 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 3 days, 11:05:57, time: 1.264, data_time: 0.028, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0985, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.3750, s0.acc: 91.1604, s0.loss_bbox: 0.2671, s0.loss_mask: 0.3712, s1.loss_cls: 0.1635, s1.acc: 91.8210, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1713, s2.loss_cls: 0.0699, s2.acc: 92.8319, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0789, loss: 1.7705 +2025-06-19 13:02:11,654 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 3 days, 11:04:16, time: 1.139, data_time: 0.025, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0939, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3493, s0.acc: 91.4771, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3614, s1.loss_cls: 0.1516, s1.acc: 92.2545, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1672, s2.loss_cls: 0.0649, s2.acc: 93.1883, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0769, loss: 1.7009 +2025-06-19 13:03:09,193 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 3 days, 11:03:01, time: 1.151, data_time: 0.029, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3563, s0.acc: 91.3552, s0.loss_bbox: 0.2674, s0.loss_mask: 0.3746, s1.loss_cls: 0.1540, s1.acc: 92.1940, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1747, s2.loss_cls: 0.0645, s2.acc: 93.2787, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0809, loss: 1.7434 +2025-06-19 13:04:06,393 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 3 days, 11:01:31, time: 1.144, data_time: 0.027, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0983, loss_rpn_bbox: 0.0415, s0.loss_cls: 0.3748, s0.acc: 90.9524, s0.loss_bbox: 0.2796, s0.loss_mask: 0.3682, s1.loss_cls: 0.1623, s1.acc: 91.7936, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1703, s2.loss_cls: 0.0690, s2.acc: 92.8746, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0782, loss: 1.7853 +2025-06-19 13:05:07,041 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 3 days, 11:02:34, time: 1.213, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0896, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3508, s0.acc: 91.5928, s0.loss_bbox: 0.2600, s0.loss_mask: 0.3636, s1.loss_cls: 0.1523, s1.acc: 92.2910, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1681, s2.loss_cls: 0.0649, s2.acc: 93.2622, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0772, loss: 1.6991 +2025-06-19 13:06:04,478 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 3 days, 11:01:14, time: 1.149, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0950, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3690, s0.acc: 90.9844, s0.loss_bbox: 0.2764, s0.loss_mask: 0.3730, s1.loss_cls: 0.1604, s1.acc: 91.6609, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1735, s2.loss_cls: 0.0684, s2.acc: 92.6539, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0806, loss: 1.7797 +2025-06-19 13:07:07,362 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 3 days, 11:03:52, time: 1.258, data_time: 0.025, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0860, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3411, s0.acc: 91.7036, s0.loss_bbox: 0.2605, s0.loss_mask: 0.3745, s1.loss_cls: 0.1492, s1.acc: 92.4153, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1734, s2.loss_cls: 0.0631, s2.acc: 93.3972, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0798, loss: 1.6973 +2025-06-19 13:08:01,605 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 13:08:01,605 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 3 days, 11:00:13, time: 1.085, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0907, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3500, s0.acc: 91.6060, s0.loss_bbox: 0.2581, s0.loss_mask: 0.3612, s1.loss_cls: 0.1528, s1.acc: 92.3750, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1681, s2.loss_cls: 0.0651, s2.acc: 93.2963, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0779, loss: 1.6965 +2025-06-19 13:09:01,419 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 3 days, 11:00:36, time: 1.196, data_time: 0.022, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0897, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3479, s0.acc: 91.4521, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3723, s1.loss_cls: 0.1522, s1.acc: 92.1168, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1742, s2.loss_cls: 0.0642, s2.acc: 93.1270, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0799, loss: 1.7146 +2025-06-19 13:09:55,706 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 3 days, 10:57:03, time: 1.086, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0838, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3332, s0.acc: 91.8340, s0.loss_bbox: 0.2531, s0.loss_mask: 0.3579, s1.loss_cls: 0.1457, s1.acc: 92.5317, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1680, s2.loss_cls: 0.0630, s2.acc: 93.3231, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0780, loss: 1.6540 +2025-06-19 13:10:56,158 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 3 days, 10:57:49, time: 1.208, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0837, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3324, s0.acc: 91.8174, s0.loss_bbox: 0.2533, s0.loss_mask: 0.3647, s1.loss_cls: 0.1459, s1.acc: 92.5013, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1710, s2.loss_cls: 0.0623, s2.acc: 93.3883, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0783, loss: 1.6623 +2025-06-19 13:12:00,753 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 3 days, 11:01:29, time: 1.293, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0970, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3492, s0.acc: 91.4937, s0.loss_bbox: 0.2617, s0.loss_mask: 0.3693, s1.loss_cls: 0.1539, s1.acc: 92.1485, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1723, s2.loss_cls: 0.0655, s2.acc: 93.1632, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0801, loss: 1.7224 +2025-06-19 13:12:55,260 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 3 days, 10:58:07, time: 1.090, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0891, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3318, s0.acc: 91.7944, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3646, s1.loss_cls: 0.1454, s1.acc: 92.4839, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1706, s2.loss_cls: 0.0623, s2.acc: 93.4456, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0783, loss: 1.6678 +2025-06-19 13:13:54,224 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 3 days, 10:57:50, time: 1.179, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0916, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3411, s0.acc: 91.7969, s0.loss_bbox: 0.2560, s0.loss_mask: 0.3701, s1.loss_cls: 0.1479, s1.acc: 92.5239, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1717, s2.loss_cls: 0.0626, s2.acc: 93.4864, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0785, loss: 1.6856 +2025-06-19 13:14:51,349 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 3 days, 10:56:18, time: 1.143, data_time: 0.025, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0933, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3483, s0.acc: 91.5432, s0.loss_bbox: 0.2583, s0.loss_mask: 0.3629, s1.loss_cls: 0.1521, s1.acc: 92.3212, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1699, s2.loss_cls: 0.0641, s2.acc: 93.2505, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0785, loss: 1.7020 +2025-06-19 13:15:46,366 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 3 days, 10:53:19, time: 1.100, data_time: 0.022, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0854, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3387, s0.acc: 91.7046, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3691, s1.loss_cls: 0.1479, s1.acc: 92.3019, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1713, s2.loss_cls: 0.0632, s2.acc: 93.2434, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0785, loss: 1.6843 +2025-06-19 13:16:51,282 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 3 days, 10:57:01, time: 1.299, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0890, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3300, s0.acc: 91.7327, s0.loss_bbox: 0.2603, s0.loss_mask: 0.3633, s1.loss_cls: 0.1443, s1.acc: 92.4548, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1702, s2.loss_cls: 0.0610, s2.acc: 93.4714, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0787, loss: 1.6692 +2025-06-19 13:17:48,839 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 3 days, 10:55:44, time: 1.150, data_time: 0.028, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0877, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3435, s0.acc: 91.5574, s0.loss_bbox: 0.2639, s0.loss_mask: 0.3577, s1.loss_cls: 0.1501, s1.acc: 92.2601, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1664, s2.loss_cls: 0.0644, s2.acc: 93.1500, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0769, loss: 1.6864 +2025-06-19 13:18:48,277 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 3 days, 10:55:43, time: 1.189, data_time: 0.023, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3280, s0.acc: 91.9890, s0.loss_bbox: 0.2500, s0.loss_mask: 0.3679, s1.loss_cls: 0.1439, s1.acc: 92.5960, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1703, s2.loss_cls: 0.0615, s2.acc: 93.4662, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0787, loss: 1.6552 +2025-06-19 13:19:43,788 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 3 days, 10:53:08, time: 1.110, data_time: 0.024, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0892, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3425, s0.acc: 91.5554, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3633, s1.loss_cls: 0.1503, s1.acc: 92.2364, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1696, s2.loss_cls: 0.0640, s2.acc: 93.1317, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0785, loss: 1.7000 +2025-06-19 13:20:41,002 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 3 days, 10:51:41, time: 1.145, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0875, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3468, s0.acc: 91.5667, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3579, s1.loss_cls: 0.1519, s1.acc: 92.2903, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1665, s2.loss_cls: 0.0658, s2.acc: 93.1641, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0771, loss: 1.6888 +2025-06-19 13:21:41,507 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 3 days, 10:52:19, time: 1.210, data_time: 0.021, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0899, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.3459, s0.acc: 91.4641, s0.loss_bbox: 0.2693, s0.loss_mask: 0.3735, s1.loss_cls: 0.1504, s1.acc: 92.2626, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1746, s2.loss_cls: 0.0643, s2.acc: 93.2152, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0796, loss: 1.7260 +2025-06-19 13:22:41,911 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 3 days, 10:52:51, time: 1.207, data_time: 0.027, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0941, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3510, s0.acc: 91.3594, s0.loss_bbox: 0.2683, s0.loss_mask: 0.3550, s1.loss_cls: 0.1540, s1.acc: 92.1202, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1650, s2.loss_cls: 0.0660, s2.acc: 93.0103, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0761, loss: 1.7108 +2025-06-19 13:23:44,871 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 3 days, 10:55:01, time: 1.260, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0886, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3508, s0.acc: 91.4719, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3699, s1.loss_cls: 0.1529, s1.acc: 92.1511, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1711, s2.loss_cls: 0.0654, s2.acc: 93.1326, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0786, loss: 1.7188 +2025-06-19 13:24:40,271 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 3 days, 10:52:23, time: 1.107, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0897, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3495, s0.acc: 91.3220, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3589, s1.loss_cls: 0.1543, s1.acc: 91.8991, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1678, s2.loss_cls: 0.0662, s2.acc: 92.8608, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0770, loss: 1.7154 +2025-06-19 13:25:36,966 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 3 days, 10:50:36, time: 1.135, data_time: 0.026, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0880, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3319, s0.acc: 91.9988, s0.loss_bbox: 0.2495, s0.loss_mask: 0.3599, s1.loss_cls: 0.1439, s1.acc: 92.7356, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1696, s2.loss_cls: 0.0616, s2.acc: 93.6261, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0782, loss: 1.6527 +2025-06-19 13:26:34,263 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 3 days, 10:49:11, time: 1.146, data_time: 0.023, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0845, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3377, s0.acc: 91.6121, s0.loss_bbox: 0.2619, s0.loss_mask: 0.3565, s1.loss_cls: 0.1479, s1.acc: 92.2786, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1667, s2.loss_cls: 0.0632, s2.acc: 93.2303, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0774, loss: 1.6707 +2025-06-19 13:27:34,753 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 13:27:34,753 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 3 days, 10:49:43, time: 1.210, data_time: 0.019, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0940, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3350, s0.acc: 91.8823, s0.loss_bbox: 0.2596, s0.loss_mask: 0.3629, s1.loss_cls: 0.1464, s1.acc: 92.5567, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1684, s2.loss_cls: 0.0618, s2.acc: 93.4488, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0770, loss: 1.6782 +2025-06-19 13:28:34,505 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 3 days, 10:49:48, time: 1.195, data_time: 0.027, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0928, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3444, s0.acc: 91.5149, s0.loss_bbox: 0.2669, s0.loss_mask: 0.3668, s1.loss_cls: 0.1501, s1.acc: 92.2669, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1723, s2.loss_cls: 0.0645, s2.acc: 93.2099, s2.loss_bbox: 0.0332, s2.loss_mask: 0.0788, loss: 1.7137 +2025-06-19 13:29:34,685 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 3 days, 10:50:07, time: 1.204, data_time: 0.024, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3498, s0.acc: 91.3521, s0.loss_bbox: 0.2678, s0.loss_mask: 0.3581, s1.loss_cls: 0.1534, s1.acc: 92.0534, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1679, s2.loss_cls: 0.0656, s2.acc: 93.0432, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0774, loss: 1.6981 +2025-06-19 13:30:29,299 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 3 days, 10:47:05, time: 1.092, data_time: 0.029, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0892, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3360, s0.acc: 91.5710, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3659, s1.loss_cls: 0.1476, s1.acc: 92.2910, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1710, s2.loss_cls: 0.0635, s2.acc: 93.1541, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0788, loss: 1.6947 +2025-06-19 13:31:29,560 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 3 days, 10:47:25, time: 1.205, data_time: 0.023, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0848, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3288, s0.acc: 91.9192, s0.loss_bbox: 0.2518, s0.loss_mask: 0.3551, s1.loss_cls: 0.1428, s1.acc: 92.5809, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1651, s2.loss_cls: 0.0616, s2.acc: 93.4979, s2.loss_bbox: 0.0323, s2.loss_mask: 0.0762, loss: 1.6352 +2025-06-19 13:32:28,898 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 3 days, 10:47:13, time: 1.187, data_time: 0.022, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0878, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3263, s0.acc: 91.9958, s0.loss_bbox: 0.2500, s0.loss_mask: 0.3633, s1.loss_cls: 0.1433, s1.acc: 92.6323, s1.loss_bbox: 0.0972, s1.loss_mask: 0.1682, s2.loss_cls: 0.0617, s2.acc: 93.6050, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0779, loss: 1.6470 +2025-06-19 13:33:29,326 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 3 days, 10:47:38, time: 1.209, data_time: 0.020, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0885, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3399, s0.acc: 91.5510, s0.loss_bbox: 0.2643, s0.loss_mask: 0.3615, s1.loss_cls: 0.1496, s1.acc: 92.2300, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1689, s2.loss_cls: 0.0645, s2.acc: 93.1305, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0784, loss: 1.6955 +2025-06-19 13:34:14,108 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-19 13:38:29,475 - mmdet - INFO - Evaluating bbox... +2025-06-19 13:39:12,944 - mmdet - INFO - Evaluating segm... +2025-06-19 13:39:56,878 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 13:39:56,878 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.1540, bbox_mAP_50: 0.2400, bbox_mAP_75: 0.1630, bbox_mAP_s: 0.0920, bbox_mAP_m: 0.1610, bbox_mAP_l: 0.2010, bbox_mAP_copypaste: 0.154 0.240 0.163 0.092 0.161 0.201, segm_mAP: 0.1360, segm_mAP_50: 0.2280, segm_mAP_75: 0.1410, segm_mAP_s: 0.0750, segm_mAP_m: 0.1460, segm_mAP_l: 0.1850, segm_mAP_copypaste: 0.136 0.228 0.141 0.075 0.146 0.185 +2025-06-19 13:42:17,262 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 3 days, 11:13:33, time: 2.807, data_time: 1.579, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0884, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3440, s0.acc: 91.5779, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3601, s1.loss_cls: 0.1506, s1.acc: 92.3967, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1678, s2.loss_cls: 0.0638, s2.acc: 93.3892, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0774, loss: 1.6879 +2025-06-19 13:43:22,028 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 3 days, 11:16:14, time: 1.295, data_time: 0.035, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0903, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3371, s0.acc: 91.6240, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3568, s1.loss_cls: 0.1457, s1.acc: 92.4892, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1656, s2.loss_cls: 0.0625, s2.acc: 93.4177, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0759, loss: 1.6721 +2025-06-19 13:44:26,089 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 3 days, 11:18:28, time: 1.281, data_time: 0.036, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0878, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3379, s0.acc: 91.5322, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3596, s1.loss_cls: 0.1468, s1.acc: 92.2887, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1658, s2.loss_cls: 0.0629, s2.acc: 93.2491, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0762, loss: 1.6894 +2025-06-19 13:45:23,985 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 3 days, 11:17:09, time: 1.158, data_time: 0.043, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0927, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3474, s0.acc: 91.4060, s0.loss_bbox: 0.2676, s0.loss_mask: 0.3546, s1.loss_cls: 0.1514, s1.acc: 92.1293, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1651, s2.loss_cls: 0.0654, s2.acc: 93.0394, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0761, loss: 1.7027 +2025-06-19 13:46:27,018 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 3 days, 11:18:44, time: 1.260, data_time: 0.034, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0912, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3339, s0.acc: 91.6560, s0.loss_bbox: 0.2607, s0.loss_mask: 0.3613, s1.loss_cls: 0.1450, s1.acc: 92.3606, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1689, s2.loss_cls: 0.0620, s2.acc: 93.3066, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0780, loss: 1.6763 +2025-06-19 13:47:25,150 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 3 days, 11:17:34, time: 1.163, data_time: 0.034, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0913, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3288, s0.acc: 91.7937, s0.loss_bbox: 0.2543, s0.loss_mask: 0.3561, s1.loss_cls: 0.1421, s1.acc: 92.5664, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1651, s2.loss_cls: 0.0609, s2.acc: 93.4769, s2.loss_bbox: 0.0320, s2.loss_mask: 0.0762, loss: 1.6460 +2025-06-19 13:48:24,737 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 3 days, 11:17:11, time: 1.192, data_time: 0.042, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0850, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3349, s0.acc: 91.5874, s0.loss_bbox: 0.2682, s0.loss_mask: 0.3568, s1.loss_cls: 0.1453, s1.acc: 92.2797, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1668, s2.loss_cls: 0.0632, s2.acc: 93.0768, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0771, loss: 1.6763 +2025-06-19 13:49:23,191 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 3 days, 11:16:10, time: 1.169, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0852, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3220, s0.acc: 92.0854, s0.loss_bbox: 0.2480, s0.loss_mask: 0.3654, s1.loss_cls: 0.1396, s1.acc: 92.8555, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1693, s2.loss_cls: 0.0595, s2.acc: 93.6793, s2.loss_bbox: 0.0314, s2.loss_mask: 0.0779, loss: 1.6327 +2025-06-19 13:50:22,255 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 3 days, 11:15:30, time: 1.181, data_time: 0.031, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0895, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.3460, s0.acc: 91.4016, s0.loss_bbox: 0.2719, s0.loss_mask: 0.3599, s1.loss_cls: 0.1498, s1.acc: 92.2038, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1673, s2.loss_cls: 0.0643, s2.acc: 93.0907, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0772, loss: 1.7070 +2025-06-19 13:51:25,412 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 3 days, 11:17:03, time: 1.263, data_time: 0.040, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0869, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.3344, s0.acc: 91.7913, s0.loss_bbox: 0.2538, s0.loss_mask: 0.3572, s1.loss_cls: 0.1446, s1.acc: 92.5229, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1663, s2.loss_cls: 0.0616, s2.acc: 93.4308, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0768, loss: 1.6519 +2025-06-19 13:52:26,033 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 3 days, 11:17:12, time: 1.212, data_time: 0.035, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0858, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.3165, s0.acc: 91.9512, s0.loss_bbox: 0.2489, s0.loss_mask: 0.3546, s1.loss_cls: 0.1392, s1.acc: 92.5726, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1653, s2.loss_cls: 0.0598, s2.acc: 93.4277, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0772, loss: 1.6173 +2025-06-19 13:53:29,334 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 3 days, 11:18:46, time: 1.266, data_time: 0.038, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0907, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3266, s0.acc: 91.7424, s0.loss_bbox: 0.2577, s0.loss_mask: 0.3495, s1.loss_cls: 0.1414, s1.acc: 92.4839, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1637, s2.loss_cls: 0.0606, s2.acc: 93.4009, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0758, loss: 1.6401 +2025-06-19 13:54:25,144 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 3 days, 11:16:18, time: 1.116, data_time: 0.029, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0843, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3310, s0.acc: 91.6191, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3646, s1.loss_cls: 0.1443, s1.acc: 92.2819, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1697, s2.loss_cls: 0.0617, s2.acc: 93.2573, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0781, loss: 1.6692 +2025-06-19 13:55:22,619 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 3 days, 11:14:45, time: 1.150, data_time: 0.031, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3308, s0.acc: 91.7397, s0.loss_bbox: 0.2605, s0.loss_mask: 0.3598, s1.loss_cls: 0.1421, s1.acc: 92.5318, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1667, s2.loss_cls: 0.0619, s2.acc: 93.3110, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0770, loss: 1.6536 +2025-06-19 13:56:25,656 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 3 days, 11:16:07, time: 1.261, data_time: 0.034, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.3262, s0.acc: 91.9094, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3544, s1.loss_cls: 0.1418, s1.acc: 92.5950, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1655, s2.loss_cls: 0.0619, s2.acc: 93.3669, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0769, loss: 1.6351 +2025-06-19 13:57:26,316 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 3 days, 11:16:13, time: 1.213, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0891, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3462, s0.acc: 91.3052, s0.loss_bbox: 0.2700, s0.loss_mask: 0.3518, s1.loss_cls: 0.1527, s1.acc: 91.9490, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1644, s2.loss_cls: 0.0660, s2.acc: 92.8905, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0753, loss: 1.6961 +2025-06-19 13:58:29,511 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 3 days, 11:17:37, time: 1.263, data_time: 0.040, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3335, s0.acc: 91.5220, s0.loss_bbox: 0.2633, s0.loss_mask: 0.3486, s1.loss_cls: 0.1486, s1.acc: 92.0820, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1623, s2.loss_cls: 0.0647, s2.acc: 92.8853, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0747, loss: 1.6626 +2025-06-19 13:59:24,854 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 3 days, 11:14:57, time: 1.107, data_time: 0.036, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0837, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3187, s0.acc: 91.9817, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3484, s1.loss_cls: 0.1385, s1.acc: 92.7160, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1622, s2.loss_cls: 0.0604, s2.acc: 93.4418, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0752, loss: 1.6171 +2025-06-19 14:00:23,315 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 3 days, 11:13:54, time: 1.170, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0848, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3283, s0.acc: 91.9170, s0.loss_bbox: 0.2523, s0.loss_mask: 0.3452, s1.loss_cls: 0.1430, s1.acc: 92.6409, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1604, s2.loss_cls: 0.0618, s2.acc: 93.4167, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0742, loss: 1.6202 +2025-06-19 14:01:23,188 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 3 days, 11:13:34, time: 1.197, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3160, s0.acc: 92.0896, s0.loss_bbox: 0.2570, s0.loss_mask: 0.3546, s1.loss_cls: 0.1387, s1.acc: 92.7126, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1655, s2.loss_cls: 0.0601, s2.acc: 93.4742, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0763, loss: 1.6229 +2025-06-19 14:02:25,571 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 3 days, 11:14:31, time: 1.248, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0908, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3347, s0.acc: 91.6113, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3529, s1.loss_cls: 0.1447, s1.acc: 92.4423, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1644, s2.loss_cls: 0.0617, s2.acc: 93.3658, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0758, loss: 1.6648 +2025-06-19 14:03:29,527 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 3 days, 11:16:13, time: 1.279, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3287, s0.acc: 91.7437, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3566, s1.loss_cls: 0.1443, s1.acc: 92.3557, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1665, s2.loss_cls: 0.0618, s2.acc: 93.2708, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0768, loss: 1.6473 +2025-06-19 14:04:24,539 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 3 days, 11:13:24, time: 1.100, data_time: 0.030, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0834, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3183, s0.acc: 92.1067, s0.loss_bbox: 0.2474, s0.loss_mask: 0.3548, s1.loss_cls: 0.1401, s1.acc: 92.6271, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1657, s2.loss_cls: 0.0605, s2.acc: 93.5364, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0763, loss: 1.6161 +2025-06-19 14:05:21,609 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 3 days, 11:11:38, time: 1.141, data_time: 0.030, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3222, s0.acc: 91.9016, s0.loss_bbox: 0.2563, s0.loss_mask: 0.3472, s1.loss_cls: 0.1408, s1.acc: 92.6452, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1630, s2.loss_cls: 0.0606, s2.acc: 93.5160, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0751, loss: 1.6179 +2025-06-19 14:06:19,829 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 3 days, 11:10:26, time: 1.164, data_time: 0.033, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0922, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.3354, s0.acc: 91.5583, s0.loss_bbox: 0.2698, s0.loss_mask: 0.3633, s1.loss_cls: 0.1457, s1.acc: 92.4232, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1682, s2.loss_cls: 0.0626, s2.acc: 93.2380, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0774, loss: 1.6976 +2025-06-19 14:07:23,775 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 3 days, 11:12:04, time: 1.279, data_time: 0.038, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0882, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.3296, s0.acc: 91.6377, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3493, s1.loss_cls: 0.1447, s1.acc: 92.3152, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1643, s2.loss_cls: 0.0626, s2.acc: 93.1833, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0759, loss: 1.6525 +2025-06-19 14:08:21,401 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 3 days, 11:10:34, time: 1.152, data_time: 0.035, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0871, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3139, s0.acc: 92.0732, s0.loss_bbox: 0.2567, s0.loss_mask: 0.3507, s1.loss_cls: 0.1374, s1.acc: 92.6177, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1633, s2.loss_cls: 0.0593, s2.acc: 93.4679, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0756, loss: 1.6188 +2025-06-19 14:09:21,066 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 3 days, 11:10:05, time: 1.194, data_time: 0.028, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0827, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3176, s0.acc: 91.9819, s0.loss_bbox: 0.2510, s0.loss_mask: 0.3424, s1.loss_cls: 0.1393, s1.acc: 92.6187, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1598, s2.loss_cls: 0.0609, s2.acc: 93.4471, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0735, loss: 1.5956 +2025-06-19 14:10:19,111 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 3 days, 11:08:48, time: 1.161, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0907, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3328, s0.acc: 91.6296, s0.loss_bbox: 0.2631, s0.loss_mask: 0.3485, s1.loss_cls: 0.1447, s1.acc: 92.3705, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1613, s2.loss_cls: 0.0622, s2.acc: 93.2959, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0739, loss: 1.6550 +2025-06-19 14:11:17,271 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 3 days, 11:07:35, time: 1.163, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0920, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.3399, s0.acc: 91.2852, s0.loss_bbox: 0.2724, s0.loss_mask: 0.3488, s1.loss_cls: 0.1492, s1.acc: 91.8601, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1626, s2.loss_cls: 0.0648, s2.acc: 92.8043, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0745, loss: 1.6895 +2025-06-19 14:12:20,970 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 3 days, 11:09:01, time: 1.274, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0819, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3294, s0.acc: 91.6379, s0.loss_bbox: 0.2594, s0.loss_mask: 0.3508, s1.loss_cls: 0.1446, s1.acc: 92.2939, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1639, s2.loss_cls: 0.0622, s2.acc: 93.2678, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0752, loss: 1.6410 +2025-06-19 14:13:18,687 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 3 days, 11:07:34, time: 1.155, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0906, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3257, s0.acc: 91.8018, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3465, s1.loss_cls: 0.1420, s1.acc: 92.5958, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1612, s2.loss_cls: 0.0614, s2.acc: 93.4597, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0745, loss: 1.6403 +2025-06-19 14:14:17,019 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 3 days, 11:06:24, time: 1.166, data_time: 0.035, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3242, s0.acc: 91.9224, s0.loss_bbox: 0.2552, s0.loss_mask: 0.3473, s1.loss_cls: 0.1418, s1.acc: 92.6228, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1608, s2.loss_cls: 0.0608, s2.acc: 93.4339, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0737, loss: 1.6157 +2025-06-19 14:15:17,171 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 3 days, 11:06:08, time: 1.204, data_time: 0.031, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0842, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3198, s0.acc: 91.8538, s0.loss_bbox: 0.2604, s0.loss_mask: 0.3456, s1.loss_cls: 0.1410, s1.acc: 92.4857, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1621, s2.loss_cls: 0.0613, s2.acc: 93.2305, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0743, loss: 1.6245 +2025-06-19 14:16:15,854 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 3 days, 11:05:09, time: 1.174, data_time: 0.036, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0830, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3226, s0.acc: 91.8833, s0.loss_bbox: 0.2645, s0.loss_mask: 0.3522, s1.loss_cls: 0.1406, s1.acc: 92.5607, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1636, s2.loss_cls: 0.0602, s2.acc: 93.3996, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0755, loss: 1.6417 +2025-06-19 14:17:13,998 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 3 days, 11:03:54, time: 1.162, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3369, s0.acc: 91.4802, s0.loss_bbox: 0.2651, s0.loss_mask: 0.3578, s1.loss_cls: 0.1481, s1.acc: 92.0989, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1683, s2.loss_cls: 0.0641, s2.acc: 92.9354, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0779, loss: 1.6823 +2025-06-19 14:18:14,421 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 3 days, 11:03:44, time: 1.209, data_time: 0.034, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3241, s0.acc: 92.0471, s0.loss_bbox: 0.2475, s0.loss_mask: 0.3466, s1.loss_cls: 0.1420, s1.acc: 92.6363, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1607, s2.loss_cls: 0.0609, s2.acc: 93.5325, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0741, loss: 1.6030 +2025-06-19 14:19:12,330 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 3 days, 11:02:24, time: 1.159, data_time: 0.035, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0849, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3178, s0.acc: 91.9600, s0.loss_bbox: 0.2545, s0.loss_mask: 0.3468, s1.loss_cls: 0.1389, s1.acc: 92.6179, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1636, s2.loss_cls: 0.0598, s2.acc: 93.3959, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0751, loss: 1.6164 +2025-06-19 14:20:13,109 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 3 days, 11:02:21, time: 1.215, data_time: 0.033, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.3208, s0.acc: 91.9453, s0.loss_bbox: 0.2505, s0.loss_mask: 0.3494, s1.loss_cls: 0.1417, s1.acc: 92.5396, s1.loss_bbox: 0.0991, s1.loss_mask: 0.1635, s2.loss_cls: 0.0612, s2.acc: 93.3671, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0756, loss: 1.6174 +2025-06-19 14:21:14,164 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 3 days, 11:02:27, time: 1.222, data_time: 0.032, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3325, s0.acc: 91.5254, s0.loss_bbox: 0.2708, s0.loss_mask: 0.3552, s1.loss_cls: 0.1444, s1.acc: 92.2406, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1673, s2.loss_cls: 0.0630, s2.acc: 92.9931, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0774, loss: 1.6769 +2025-06-19 14:22:17,365 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 3 days, 11:03:30, time: 1.264, data_time: 0.030, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3195, s0.acc: 91.8450, s0.loss_bbox: 0.2554, s0.loss_mask: 0.3497, s1.loss_cls: 0.1418, s1.acc: 92.4900, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1647, s2.loss_cls: 0.0615, s2.acc: 93.2690, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0763, loss: 1.6213 +2025-06-19 14:23:12,783 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 3 days, 11:01:02, time: 1.109, data_time: 0.039, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0847, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.3262, s0.acc: 91.7219, s0.loss_bbox: 0.2627, s0.loss_mask: 0.3524, s1.loss_cls: 0.1430, s1.acc: 92.4104, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1642, s2.loss_cls: 0.0615, s2.acc: 93.3199, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0760, loss: 1.6488 +2025-06-19 14:24:13,652 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 3 days, 11:01:00, time: 1.217, data_time: 0.033, memory: 22153, r_loss: 0.0025, loss_rpn_cls: 0.0841, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3152, s0.acc: 91.9497, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3500, s1.loss_cls: 0.1380, s1.acc: 92.6255, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1633, s2.loss_cls: 0.0605, s2.acc: 93.3863, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0756, loss: 1.6183 +2025-06-19 14:25:13,715 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 3 days, 11:00:37, time: 1.201, data_time: 0.034, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0790, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3096, s0.acc: 92.0488, s0.loss_bbox: 0.2516, s0.loss_mask: 0.3472, s1.loss_cls: 0.1361, s1.acc: 92.6957, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1611, s2.loss_cls: 0.0588, s2.acc: 93.5262, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0748, loss: 1.5889 +2025-06-19 14:26:14,177 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 3 days, 11:00:23, time: 1.209, data_time: 0.029, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0838, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3175, s0.acc: 92.0137, s0.loss_bbox: 0.2563, s0.loss_mask: 0.3490, s1.loss_cls: 0.1380, s1.acc: 92.7177, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1637, s2.loss_cls: 0.0597, s2.acc: 93.4966, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0748, loss: 1.6132 +2025-06-19 14:27:12,089 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 3 days, 10:59:02, time: 1.158, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0858, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3341, s0.acc: 91.3386, s0.loss_bbox: 0.2759, s0.loss_mask: 0.3519, s1.loss_cls: 0.1459, s1.acc: 92.0772, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1636, s2.loss_cls: 0.0634, s2.acc: 93.0191, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0752, loss: 1.6798 +2025-06-19 14:28:10,454 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 3 days, 10:57:54, time: 1.168, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0880, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3259, s0.acc: 91.7383, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3529, s1.loss_cls: 0.1408, s1.acc: 92.4373, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1645, s2.loss_cls: 0.0606, s2.acc: 93.4253, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0761, loss: 1.6468 +2025-06-19 14:29:07,241 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 3 days, 10:56:04, time: 1.136, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0787, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3092, s0.acc: 92.0581, s0.loss_bbox: 0.2510, s0.loss_mask: 0.3516, s1.loss_cls: 0.1356, s1.acc: 92.6793, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1647, s2.loss_cls: 0.0591, s2.acc: 93.4811, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0753, loss: 1.5975 +2025-06-19 14:30:11,113 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 3 days, 10:57:18, time: 1.277, data_time: 0.034, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3221, s0.acc: 91.8269, s0.loss_bbox: 0.2619, s0.loss_mask: 0.3476, s1.loss_cls: 0.1417, s1.acc: 92.4462, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1633, s2.loss_cls: 0.0618, s2.acc: 93.2471, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0754, loss: 1.6308 +2025-06-19 14:31:11,194 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 3 days, 10:56:54, time: 1.202, data_time: 0.035, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0813, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3129, s0.acc: 92.0537, s0.loss_bbox: 0.2513, s0.loss_mask: 0.3426, s1.loss_cls: 0.1367, s1.acc: 92.7676, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1614, s2.loss_cls: 0.0592, s2.acc: 93.4774, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0748, loss: 1.5909 +2025-06-19 14:32:09,101 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 3 days, 10:55:33, time: 1.158, data_time: 0.031, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0852, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3095, s0.acc: 92.1597, s0.loss_bbox: 0.2540, s0.loss_mask: 0.3365, s1.loss_cls: 0.1360, s1.acc: 92.8709, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1583, s2.loss_cls: 0.0592, s2.acc: 93.5001, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0732, loss: 1.5878 +2025-06-19 14:33:04,093 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 3 days, 10:52:57, time: 1.100, data_time: 0.036, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3313, s0.acc: 91.6614, s0.loss_bbox: 0.2585, s0.loss_mask: 0.3454, s1.loss_cls: 0.1440, s1.acc: 92.4098, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1597, s2.loss_cls: 0.0622, s2.acc: 93.3300, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0733, loss: 1.6359 +2025-06-19 14:34:04,626 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 3 days, 10:52:44, time: 1.211, data_time: 0.030, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0836, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3275, s0.acc: 91.8262, s0.loss_bbox: 0.2594, s0.loss_mask: 0.3482, s1.loss_cls: 0.1437, s1.acc: 92.4929, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1632, s2.loss_cls: 0.0618, s2.acc: 93.4281, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0750, loss: 1.6353 +2025-06-19 14:35:02,975 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 3 days, 10:51:35, time: 1.167, data_time: 0.036, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0839, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3243, s0.acc: 91.6609, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3409, s1.loss_cls: 0.1419, s1.acc: 92.3298, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1596, s2.loss_cls: 0.0611, s2.acc: 93.1841, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0740, loss: 1.6266 +2025-06-19 14:36:06,591 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 3 days, 10:52:39, time: 1.272, data_time: 0.036, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3165, s0.acc: 91.8220, s0.loss_bbox: 0.2535, s0.loss_mask: 0.3499, s1.loss_cls: 0.1405, s1.acc: 92.4504, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1639, s2.loss_cls: 0.0608, s2.acc: 93.2351, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0762, loss: 1.6155 +2025-06-19 14:37:03,615 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 3 days, 10:50:56, time: 1.141, data_time: 0.035, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0811, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.3141, s0.acc: 91.9602, s0.loss_bbox: 0.2545, s0.loss_mask: 0.3470, s1.loss_cls: 0.1390, s1.acc: 92.5797, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1624, s2.loss_cls: 0.0602, s2.acc: 93.3444, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0749, loss: 1.6058 +2025-06-19 14:37:59,386 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 3 days, 10:48:43, time: 1.115, data_time: 0.041, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0828, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.3255, s0.acc: 91.6985, s0.loss_bbox: 0.2572, s0.loss_mask: 0.3461, s1.loss_cls: 0.1434, s1.acc: 92.3900, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1613, s2.loss_cls: 0.0623, s2.acc: 93.1940, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0743, loss: 1.6297 +2025-06-19 14:38:56,966 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 3 days, 10:47:15, time: 1.152, data_time: 0.035, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0847, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3150, s0.acc: 91.9575, s0.loss_bbox: 0.2565, s0.loss_mask: 0.3492, s1.loss_cls: 0.1389, s1.acc: 92.6183, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1631, s2.loss_cls: 0.0604, s2.acc: 93.4368, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0754, loss: 1.6193 +2025-06-19 14:39:57,973 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 3 days, 10:47:11, time: 1.220, data_time: 0.040, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0889, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3343, s0.acc: 91.4688, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3479, s1.loss_cls: 0.1464, s1.acc: 92.1187, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1615, s2.loss_cls: 0.0638, s2.acc: 93.0986, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0743, loss: 1.6620 +2025-06-19 14:40:58,369 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 3 days, 10:46:53, time: 1.208, data_time: 0.034, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0818, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3259, s0.acc: 91.8123, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3456, s1.loss_cls: 0.1431, s1.acc: 92.4651, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1611, s2.loss_cls: 0.0630, s2.acc: 93.1878, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0740, loss: 1.6287 +2025-06-19 14:42:04,013 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 3 days, 10:48:41, time: 1.312, data_time: 0.031, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.3221, s0.acc: 91.6860, s0.loss_bbox: 0.2617, s0.loss_mask: 0.3407, s1.loss_cls: 0.1416, s1.acc: 92.2768, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1583, s2.loss_cls: 0.0621, s2.acc: 93.0939, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0731, loss: 1.6206 +2025-06-19 14:42:59,838 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 3 days, 10:46:31, time: 1.117, data_time: 0.037, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0813, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3217, s0.acc: 91.8186, s0.loss_bbox: 0.2623, s0.loss_mask: 0.3433, s1.loss_cls: 0.1426, s1.acc: 92.3941, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1614, s2.loss_cls: 0.0625, s2.acc: 93.1555, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0748, loss: 1.6297 +2025-06-19 14:43:55,881 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 3 days, 10:44:25, time: 1.120, data_time: 0.030, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3213, s0.acc: 91.7778, s0.loss_bbox: 0.2655, s0.loss_mask: 0.3446, s1.loss_cls: 0.1408, s1.acc: 92.4385, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1607, s2.loss_cls: 0.0606, s2.acc: 93.3237, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0731, loss: 1.6208 +2025-06-19 14:44:55,609 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 3 days, 10:43:50, time: 1.195, data_time: 0.039, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0739, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.3104, s0.acc: 92.0645, s0.loss_bbox: 0.2512, s0.loss_mask: 0.3423, s1.loss_cls: 0.1365, s1.acc: 92.7215, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1621, s2.loss_cls: 0.0592, s2.acc: 93.4740, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0754, loss: 1.5828 +2025-06-19 14:45:56,507 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 3 days, 10:43:42, time: 1.218, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3218, s0.acc: 91.7356, s0.loss_bbox: 0.2634, s0.loss_mask: 0.3436, s1.loss_cls: 0.1405, s1.acc: 92.3988, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1610, s2.loss_cls: 0.0617, s2.acc: 93.1700, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0749, loss: 1.6212 +2025-06-19 14:46:56,556 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 3 days, 10:43:13, time: 1.201, data_time: 0.035, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0789, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3108, s0.acc: 92.1038, s0.loss_bbox: 0.2499, s0.loss_mask: 0.3474, s1.loss_cls: 0.1360, s1.acc: 92.7809, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1617, s2.loss_cls: 0.0592, s2.acc: 93.5649, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0747, loss: 1.5868 +2025-06-19 14:47:54,793 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 3 days, 10:42:01, time: 1.165, data_time: 0.031, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0787, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3281, s0.acc: 91.6431, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3481, s1.loss_cls: 0.1451, s1.acc: 92.2737, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1620, s2.loss_cls: 0.0630, s2.acc: 93.1118, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0752, loss: 1.6397 +2025-06-19 14:48:54,758 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 3 days, 10:41:30, time: 1.199, data_time: 0.038, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0827, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3090, s0.acc: 92.1694, s0.loss_bbox: 0.2473, s0.loss_mask: 0.3485, s1.loss_cls: 0.1369, s1.acc: 92.6506, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1632, s2.loss_cls: 0.0591, s2.acc: 93.4317, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0755, loss: 1.5923 +2025-06-19 14:49:51,922 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 3 days, 10:39:53, time: 1.143, data_time: 0.024, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.3007, s0.acc: 92.3735, s0.loss_bbox: 0.2418, s0.loss_mask: 0.3353, s1.loss_cls: 0.1326, s1.acc: 92.9310, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1561, s2.loss_cls: 0.0576, s2.acc: 93.6581, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0727, loss: 1.5316 +2025-06-19 14:50:52,369 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 3 days, 10:39:33, time: 1.209, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0874, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3302, s0.acc: 91.5808, s0.loss_bbox: 0.2656, s0.loss_mask: 0.3444, s1.loss_cls: 0.1452, s1.acc: 92.2164, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1615, s2.loss_cls: 0.0628, s2.acc: 93.1972, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0739, loss: 1.6513 +2025-06-19 14:51:52,444 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 3 days, 10:39:03, time: 1.201, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0875, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3167, s0.acc: 91.9941, s0.loss_bbox: 0.2542, s0.loss_mask: 0.3478, s1.loss_cls: 0.1401, s1.acc: 92.6289, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1633, s2.loss_cls: 0.0611, s2.acc: 93.4242, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0757, loss: 1.6206 +2025-06-19 14:52:53,070 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 3 days, 10:38:46, time: 1.212, data_time: 0.031, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3078, s0.acc: 92.0579, s0.loss_bbox: 0.2541, s0.loss_mask: 0.3314, s1.loss_cls: 0.1341, s1.acc: 92.7197, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1548, s2.loss_cls: 0.0593, s2.acc: 93.3804, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0719, loss: 1.5674 +2025-06-19 14:53:51,405 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 3 days, 10:37:37, time: 1.167, data_time: 0.038, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0820, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3161, s0.acc: 91.8149, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3428, s1.loss_cls: 0.1396, s1.acc: 92.4228, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1604, s2.loss_cls: 0.0606, s2.acc: 93.1482, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0739, loss: 1.6112 +2025-06-19 14:54:49,589 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 3 days, 10:36:24, time: 1.164, data_time: 0.045, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0788, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3109, s0.acc: 91.9954, s0.loss_bbox: 0.2510, s0.loss_mask: 0.3386, s1.loss_cls: 0.1368, s1.acc: 92.5590, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1573, s2.loss_cls: 0.0595, s2.acc: 93.3994, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0724, loss: 1.5783 +2025-06-19 14:55:47,449 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 3 days, 10:35:04, time: 1.157, data_time: 0.035, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3103, s0.acc: 92.0308, s0.loss_bbox: 0.2517, s0.loss_mask: 0.3405, s1.loss_cls: 0.1361, s1.acc: 92.6953, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1607, s2.loss_cls: 0.0592, s2.acc: 93.4875, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0737, loss: 1.5912 +2025-06-19 14:56:48,464 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 3 days, 10:34:55, time: 1.220, data_time: 0.037, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3211, s0.acc: 91.6802, s0.loss_bbox: 0.2636, s0.loss_mask: 0.3402, s1.loss_cls: 0.1434, s1.acc: 92.2970, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1600, s2.loss_cls: 0.0635, s2.acc: 93.0090, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0745, loss: 1.6316 +2025-06-19 14:57:51,672 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 3 days, 10:35:36, time: 1.264, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3080, s0.acc: 92.2029, s0.loss_bbox: 0.2521, s0.loss_mask: 0.3329, s1.loss_cls: 0.1337, s1.acc: 92.8624, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1541, s2.loss_cls: 0.0581, s2.acc: 93.6366, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0711, loss: 1.5661 +2025-06-19 14:58:49,711 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 3 days, 10:34:19, time: 1.161, data_time: 0.032, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0789, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3274, s0.acc: 91.5100, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3369, s1.loss_cls: 0.1443, s1.acc: 92.1670, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1577, s2.loss_cls: 0.0629, s2.acc: 92.9007, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0724, loss: 1.6328 +2025-06-19 14:59:48,334 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 3 days, 10:33:15, time: 1.172, data_time: 0.038, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3178, s0.acc: 91.7290, s0.loss_bbox: 0.2696, s0.loss_mask: 0.3398, s1.loss_cls: 0.1406, s1.acc: 92.3292, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1604, s2.loss_cls: 0.0616, s2.acc: 93.0897, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0739, loss: 1.6376 +2025-06-19 15:00:45,712 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 3 days, 10:31:44, time: 1.148, data_time: 0.037, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0754, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3182, s0.acc: 91.9270, s0.loss_bbox: 0.2543, s0.loss_mask: 0.3349, s1.loss_cls: 0.1408, s1.acc: 92.5591, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1566, s2.loss_cls: 0.0606, s2.acc: 93.2942, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0713, loss: 1.5871 +2025-06-19 15:01:43,018 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 3 days, 10:30:12, time: 1.146, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0789, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3150, s0.acc: 91.8491, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3401, s1.loss_cls: 0.1393, s1.acc: 92.4496, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1583, s2.loss_cls: 0.0606, s2.acc: 93.2002, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0724, loss: 1.6013 +2025-06-19 15:02:45,889 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 3 days, 10:30:42, time: 1.258, data_time: 0.035, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0794, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3050, s0.acc: 92.0610, s0.loss_bbox: 0.2535, s0.loss_mask: 0.3425, s1.loss_cls: 0.1346, s1.acc: 92.7156, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1583, s2.loss_cls: 0.0583, s2.acc: 93.4422, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0730, loss: 1.5777 +2025-06-19 15:03:45,982 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 3 days, 10:30:12, time: 1.202, data_time: 0.034, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0739, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.3037, s0.acc: 92.1045, s0.loss_bbox: 0.2493, s0.loss_mask: 0.3332, s1.loss_cls: 0.1357, s1.acc: 92.6304, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1574, s2.loss_cls: 0.0594, s2.acc: 93.2714, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0732, loss: 1.5580 +2025-06-19 15:04:43,867 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 3 days, 10:28:52, time: 1.158, data_time: 0.034, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0785, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3201, s0.acc: 91.7966, s0.loss_bbox: 0.2619, s0.loss_mask: 0.3483, s1.loss_cls: 0.1407, s1.acc: 92.3151, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1622, s2.loss_cls: 0.0614, s2.acc: 93.1375, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0747, loss: 1.6245 +2025-06-19 15:05:41,225 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 3 days, 10:27:21, time: 1.147, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2984, s0.acc: 92.3357, s0.loss_bbox: 0.2500, s0.loss_mask: 0.3366, s1.loss_cls: 0.1303, s1.acc: 92.9055, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1578, s2.loss_cls: 0.0574, s2.acc: 93.5293, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0729, loss: 1.5542 +2025-06-19 15:06:39,611 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 3 days, 10:26:12, time: 1.168, data_time: 0.038, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3249, s0.acc: 91.4727, s0.loss_bbox: 0.2693, s0.loss_mask: 0.3358, s1.loss_cls: 0.1450, s1.acc: 92.0426, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1587, s2.loss_cls: 0.0636, s2.acc: 92.7766, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0736, loss: 1.6376 +2025-06-19 15:07:42,262 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 3 days, 10:26:36, time: 1.253, data_time: 0.039, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0840, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3093, s0.acc: 91.8721, s0.loss_bbox: 0.2576, s0.loss_mask: 0.3329, s1.loss_cls: 0.1354, s1.acc: 92.5519, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1565, s2.loss_cls: 0.0596, s2.acc: 93.2200, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0722, loss: 1.5824 +2025-06-19 15:08:40,219 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 3 days, 10:25:18, time: 1.159, data_time: 0.033, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0804, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3118, s0.acc: 91.9358, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3369, s1.loss_cls: 0.1373, s1.acc: 92.5819, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1570, s2.loss_cls: 0.0600, s2.acc: 93.2966, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0723, loss: 1.5925 +2025-06-19 15:09:40,371 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 3 days, 10:24:48, time: 1.204, data_time: 0.038, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0835, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3206, s0.acc: 91.6455, s0.loss_bbox: 0.2685, s0.loss_mask: 0.3406, s1.loss_cls: 0.1399, s1.acc: 92.3715, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1609, s2.loss_cls: 0.0612, s2.acc: 93.1829, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0748, loss: 1.6312 +2025-06-19 15:10:35,412 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 3 days, 10:22:27, time: 1.100, data_time: 0.037, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2863, s0.acc: 92.5518, s0.loss_bbox: 0.2426, s0.loss_mask: 0.3303, s1.loss_cls: 0.1268, s1.acc: 93.0992, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1542, s2.loss_cls: 0.0552, s2.acc: 93.7007, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0707, loss: 1.5045 +2025-06-19 15:11:38,558 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 3 days, 10:23:01, time: 1.264, data_time: 0.034, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0833, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3215, s0.acc: 91.7070, s0.loss_bbox: 0.2666, s0.loss_mask: 0.3385, s1.loss_cls: 0.1400, s1.acc: 92.4591, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1577, s2.loss_cls: 0.0601, s2.acc: 93.2855, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0718, loss: 1.6176 +2025-06-19 15:12:38,984 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 3 days, 10:22:34, time: 1.208, data_time: 0.036, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0788, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3132, s0.acc: 91.8225, s0.loss_bbox: 0.2576, s0.loss_mask: 0.3334, s1.loss_cls: 0.1383, s1.acc: 92.3844, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1553, s2.loss_cls: 0.0597, s2.acc: 93.2324, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0712, loss: 1.5821 +2025-06-19 15:13:40,099 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 3 days, 10:22:24, time: 1.223, data_time: 0.038, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0812, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3093, s0.acc: 91.8152, s0.loss_bbox: 0.2642, s0.loss_mask: 0.3363, s1.loss_cls: 0.1356, s1.acc: 92.4726, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1570, s2.loss_cls: 0.0592, s2.acc: 93.2431, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0718, loss: 1.5933 +2025-06-19 15:14:37,086 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 3 days, 10:20:46, time: 1.140, data_time: 0.035, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3042, s0.acc: 92.1206, s0.loss_bbox: 0.2533, s0.loss_mask: 0.3405, s1.loss_cls: 0.1322, s1.acc: 92.8645, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1599, s2.loss_cls: 0.0582, s2.acc: 93.5064, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0740, loss: 1.5768 +2025-06-19 15:15:31,864 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 3 days, 10:18:22, time: 1.096, data_time: 0.028, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0822, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3077, s0.acc: 91.9409, s0.loss_bbox: 0.2555, s0.loss_mask: 0.3282, s1.loss_cls: 0.1356, s1.acc: 92.5580, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1533, s2.loss_cls: 0.0592, s2.acc: 93.2752, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0709, loss: 1.5666 +2025-06-19 15:16:34,409 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 3 days, 10:18:40, time: 1.251, data_time: 0.035, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0763, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2955, s0.acc: 92.3276, s0.loss_bbox: 0.2474, s0.loss_mask: 0.3323, s1.loss_cls: 0.1315, s1.acc: 92.9043, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1558, s2.loss_cls: 0.0583, s2.acc: 93.5087, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0729, loss: 1.5429 +2025-06-19 15:17:33,780 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 3 days, 10:17:52, time: 1.187, data_time: 0.026, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0747, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.3057, s0.acc: 92.1165, s0.loss_bbox: 0.2466, s0.loss_mask: 0.3310, s1.loss_cls: 0.1353, s1.acc: 92.6879, s1.loss_bbox: 0.0984, s1.loss_mask: 0.1549, s2.loss_cls: 0.0593, s2.acc: 93.4574, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0713, loss: 1.5466 +2025-06-19 15:18:34,754 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 3 days, 10:17:37, time: 1.220, data_time: 0.030, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3107, s0.acc: 91.7917, s0.loss_bbox: 0.2630, s0.loss_mask: 0.3244, s1.loss_cls: 0.1382, s1.acc: 92.3588, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1523, s2.loss_cls: 0.0610, s2.acc: 93.0668, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0708, loss: 1.5771 +2025-06-19 15:19:32,913 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 3 days, 10:16:23, time: 1.163, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3031, s0.acc: 91.8945, s0.loss_bbox: 0.2599, s0.loss_mask: 0.3305, s1.loss_cls: 0.1352, s1.acc: 92.4344, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1536, s2.loss_cls: 0.0600, s2.acc: 93.1226, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0711, loss: 1.5711 +2025-06-19 15:20:28,984 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 3 days, 10:14:27, time: 1.121, data_time: 0.036, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0830, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3004, s0.acc: 91.8640, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3261, s1.loss_cls: 0.1337, s1.acc: 92.5087, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1525, s2.loss_cls: 0.0592, s2.acc: 93.0979, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0700, loss: 1.5648 +2025-06-19 15:21:29,919 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 3 days, 10:14:11, time: 1.219, data_time: 0.032, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0780, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3102, s0.acc: 91.8579, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3334, s1.loss_cls: 0.1380, s1.acc: 92.4361, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1575, s2.loss_cls: 0.0602, s2.acc: 93.1350, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0721, loss: 1.5910 +2025-06-19 15:22:30,315 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 3 days, 10:13:43, time: 1.208, data_time: 0.032, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0795, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2997, s0.acc: 92.0901, s0.loss_bbox: 0.2562, s0.loss_mask: 0.3320, s1.loss_cls: 0.1328, s1.acc: 92.6293, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1548, s2.loss_cls: 0.0586, s2.acc: 93.2962, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0709, loss: 1.5605 +2025-06-19 15:23:33,436 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 3 days, 10:13:17, time: 1.210, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0831, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3123, s0.acc: 91.7346, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3438, s1.loss_cls: 0.1394, s1.acc: 92.2929, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1635, s2.loss_cls: 0.0611, s2.acc: 92.9525, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0755, loss: 1.6281 +2025-06-19 15:24:31,505 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 3 days, 10:12:54, time: 1.213, data_time: 0.081, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0797, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3250, s0.acc: 91.5215, s0.loss_bbox: 0.2665, s0.loss_mask: 0.3372, s1.loss_cls: 0.1428, s1.acc: 92.1478, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1570, s2.loss_cls: 0.0626, s2.acc: 92.8280, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0728, loss: 1.6252 +2025-06-19 15:25:27,553 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 3 days, 10:10:59, time: 1.121, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0842, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3262, s0.acc: 91.3940, s0.loss_bbox: 0.2749, s0.loss_mask: 0.3336, s1.loss_cls: 0.1456, s1.acc: 92.0120, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1556, s2.loss_cls: 0.0644, s2.acc: 92.6695, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0717, loss: 1.6453 +2025-06-19 15:26:25,781 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 3 days, 10:09:48, time: 1.165, data_time: 0.036, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0823, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3059, s0.acc: 91.8606, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3328, s1.loss_cls: 0.1344, s1.acc: 92.5197, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1555, s2.loss_cls: 0.0599, s2.acc: 93.1877, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0718, loss: 1.5831 +2025-06-19 15:27:26,675 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 3 days, 10:09:29, time: 1.217, data_time: 0.032, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0830, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3113, s0.acc: 91.7144, s0.loss_bbox: 0.2687, s0.loss_mask: 0.3377, s1.loss_cls: 0.1384, s1.acc: 92.3036, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1576, s2.loss_cls: 0.0611, s2.acc: 92.9899, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0730, loss: 1.6148 +2025-06-19 15:28:30,257 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 3 days, 10:10:03, time: 1.272, data_time: 0.034, memory: 22153, r_loss: 0.0030, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.3136, s0.acc: 91.8672, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3301, s1.loss_cls: 0.1374, s1.acc: 92.6155, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1547, s2.loss_cls: 0.0598, s2.acc: 93.3324, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0716, loss: 1.5748 +2025-06-19 15:29:31,632 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 3 days, 10:09:53, time: 1.228, data_time: 0.037, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3038, s0.acc: 92.0554, s0.loss_bbox: 0.2559, s0.loss_mask: 0.3351, s1.loss_cls: 0.1344, s1.acc: 92.6678, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1577, s2.loss_cls: 0.0597, s2.acc: 93.2230, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0730, loss: 1.5755 +2025-06-19 15:30:27,631 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 3 days, 10:07:57, time: 1.119, data_time: 0.035, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0798, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3114, s0.acc: 91.7974, s0.loss_bbox: 0.2668, s0.loss_mask: 0.3345, s1.loss_cls: 0.1386, s1.acc: 92.3846, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1569, s2.loss_cls: 0.0605, s2.acc: 93.1679, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0723, loss: 1.6018 +2025-06-19 15:31:25,868 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 3 days, 10:06:46, time: 1.165, data_time: 0.040, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0765, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.3104, s0.acc: 91.8010, s0.loss_bbox: 0.2628, s0.loss_mask: 0.3237, s1.loss_cls: 0.1372, s1.acc: 92.4252, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1526, s2.loss_cls: 0.0607, s2.acc: 93.1354, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0709, loss: 1.5755 +2025-06-19 15:32:29,915 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 3 days, 10:07:27, time: 1.281, data_time: 0.037, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3128, s0.acc: 91.8862, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3281, s1.loss_cls: 0.1372, s1.acc: 92.5558, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1538, s2.loss_cls: 0.0605, s2.acc: 93.2636, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0713, loss: 1.5880 +2025-06-19 15:33:30,664 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 3 days, 10:07:04, time: 1.215, data_time: 0.029, memory: 22153, r_loss: 0.0026, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2992, s0.acc: 92.1206, s0.loss_bbox: 0.2582, s0.loss_mask: 0.3379, s1.loss_cls: 0.1334, s1.acc: 92.6565, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1572, s2.loss_cls: 0.0585, s2.acc: 93.4020, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0726, loss: 1.5650 +2025-06-19 15:34:28,702 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 3 days, 10:05:48, time: 1.161, data_time: 0.038, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0789, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3072, s0.acc: 92.0142, s0.loss_bbox: 0.2569, s0.loss_mask: 0.3319, s1.loss_cls: 0.1344, s1.acc: 92.7604, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1548, s2.loss_cls: 0.0587, s2.acc: 93.4554, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0712, loss: 1.5703 +2025-06-19 15:35:26,252 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 3 days, 10:04:23, time: 1.151, data_time: 0.032, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3035, s0.acc: 92.0354, s0.loss_bbox: 0.2546, s0.loss_mask: 0.3383, s1.loss_cls: 0.1332, s1.acc: 92.6682, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1558, s2.loss_cls: 0.0580, s2.acc: 93.4892, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0718, loss: 1.5640 +2025-06-19 15:36:23,495 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 3 days, 10:02:53, time: 1.145, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0770, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3037, s0.acc: 91.9104, s0.loss_bbox: 0.2604, s0.loss_mask: 0.3378, s1.loss_cls: 0.1347, s1.acc: 92.5241, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1583, s2.loss_cls: 0.0590, s2.acc: 93.2716, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0735, loss: 1.5814 +2025-06-19 15:37:26,213 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 3 days, 10:03:06, time: 1.254, data_time: 0.040, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2852, s0.acc: 92.5657, s0.loss_bbox: 0.2400, s0.loss_mask: 0.3279, s1.loss_cls: 0.1261, s1.acc: 93.1481, s1.loss_bbox: 0.0949, s1.loss_mask: 0.1539, s2.loss_cls: 0.0551, s2.acc: 93.7617, s2.loss_bbox: 0.0320, s2.loss_mask: 0.0708, loss: 1.5009 +2025-06-19 15:38:27,979 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 3 days, 10:03:02, time: 1.235, data_time: 0.030, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0780, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3094, s0.acc: 91.7939, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3307, s1.loss_cls: 0.1368, s1.acc: 92.4865, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1552, s2.loss_cls: 0.0598, s2.acc: 93.1898, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0715, loss: 1.5906 +2025-06-19 15:39:22,643 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 3 days, 10:00:42, time: 1.093, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0785, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2980, s0.acc: 92.1187, s0.loss_bbox: 0.2534, s0.loss_mask: 0.3331, s1.loss_cls: 0.1315, s1.acc: 92.7287, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1556, s2.loss_cls: 0.0577, s2.acc: 93.3515, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0717, loss: 1.5526 +2025-06-19 15:40:23,195 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 3 days, 10:00:14, time: 1.211, data_time: 0.031, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0791, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3085, s0.acc: 91.9211, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3297, s1.loss_cls: 0.1349, s1.acc: 92.5968, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1553, s2.loss_cls: 0.0594, s2.acc: 93.2134, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0721, loss: 1.5785 +2025-06-19 15:41:18,618 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 3 days, 9:58:10, time: 1.109, data_time: 0.033, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0754, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3039, s0.acc: 92.0146, s0.loss_bbox: 0.2536, s0.loss_mask: 0.3307, s1.loss_cls: 0.1344, s1.acc: 92.6129, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1561, s2.loss_cls: 0.0591, s2.acc: 93.2814, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0726, loss: 1.5625 +2025-06-19 15:42:24,894 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 3 days, 9:59:28, time: 1.325, data_time: 0.035, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0757, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.3028, s0.acc: 91.8813, s0.loss_bbox: 0.2598, s0.loss_mask: 0.3316, s1.loss_cls: 0.1352, s1.acc: 92.3754, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1562, s2.loss_cls: 0.0599, s2.acc: 93.0568, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0719, loss: 1.5705 +2025-06-19 15:43:25,107 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 3 days, 9:58:54, time: 1.204, data_time: 0.034, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0773, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2968, s0.acc: 92.1174, s0.loss_bbox: 0.2563, s0.loss_mask: 0.3316, s1.loss_cls: 0.1317, s1.acc: 92.6769, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1552, s2.loss_cls: 0.0580, s2.acc: 93.3019, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0713, loss: 1.5561 +2025-06-19 15:44:20,967 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 3 days, 9:56:58, time: 1.117, data_time: 0.031, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3074, s0.acc: 91.8909, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3344, s1.loss_cls: 0.1356, s1.acc: 92.5791, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1568, s2.loss_cls: 0.0592, s2.acc: 93.2933, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0720, loss: 1.5856 +2025-06-19 15:45:23,243 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 3 days, 9:57:00, time: 1.245, data_time: 0.029, memory: 22153, r_loss: 0.0030, loss_rpn_cls: 0.0839, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3016, s0.acc: 91.9583, s0.loss_bbox: 0.2607, s0.loss_mask: 0.3297, s1.loss_cls: 0.1329, s1.acc: 92.5312, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1551, s2.loss_cls: 0.0590, s2.acc: 93.1794, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0720, loss: 1.5743 +2025-06-19 15:46:18,660 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 3 days, 9:54:57, time: 1.109, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0754, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2906, s0.acc: 92.2559, s0.loss_bbox: 0.2511, s0.loss_mask: 0.3332, s1.loss_cls: 0.1288, s1.acc: 92.7513, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1551, s2.loss_cls: 0.0575, s2.acc: 93.3478, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0720, loss: 1.5390 +2025-06-19 15:47:23,853 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 3 days, 9:55:52, time: 1.303, data_time: 0.030, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0783, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3013, s0.acc: 92.0496, s0.loss_bbox: 0.2529, s0.loss_mask: 0.3254, s1.loss_cls: 0.1335, s1.acc: 92.6998, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1528, s2.loss_cls: 0.0583, s2.acc: 93.3769, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0706, loss: 1.5466 +2025-06-19 15:48:24,164 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 3 days, 9:55:19, time: 1.207, data_time: 0.036, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0812, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3039, s0.acc: 91.9534, s0.loss_bbox: 0.2655, s0.loss_mask: 0.3340, s1.loss_cls: 0.1340, s1.acc: 92.5895, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1571, s2.loss_cls: 0.0584, s2.acc: 93.3607, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0726, loss: 1.5908 +2025-06-19 15:49:21,110 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 3 days, 9:53:43, time: 1.139, data_time: 0.028, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2752, s0.acc: 92.5330, s0.loss_bbox: 0.2376, s0.loss_mask: 0.3222, s1.loss_cls: 0.1235, s1.acc: 93.0456, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1510, s2.loss_cls: 0.0539, s2.acc: 93.6982, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0694, loss: 1.4666 +2025-06-19 15:50:19,751 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 3 days, 9:52:39, time: 1.173, data_time: 0.033, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2998, s0.acc: 91.9485, s0.loss_bbox: 0.2573, s0.loss_mask: 0.3370, s1.loss_cls: 0.1322, s1.acc: 92.6237, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1569, s2.loss_cls: 0.0587, s2.acc: 93.3261, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0732, loss: 1.5656 +2025-06-19 15:51:14,700 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 3 days, 9:50:28, time: 1.099, data_time: 0.029, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0730, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2958, s0.acc: 92.2051, s0.loss_bbox: 0.2505, s0.loss_mask: 0.3307, s1.loss_cls: 0.1316, s1.acc: 92.7630, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1568, s2.loss_cls: 0.0576, s2.acc: 93.4819, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0721, loss: 1.5426 +2025-06-19 15:52:23,205 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 3 days, 9:52:21, time: 1.370, data_time: 0.030, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3020, s0.acc: 92.0054, s0.loss_bbox: 0.2538, s0.loss_mask: 0.3235, s1.loss_cls: 0.1341, s1.acc: 92.6593, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1529, s2.loss_cls: 0.0588, s2.acc: 93.3740, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0709, loss: 1.5467 +2025-06-19 15:53:23,498 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 3 days, 9:51:46, time: 1.206, data_time: 0.045, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3129, s0.acc: 91.5608, s0.loss_bbox: 0.2710, s0.loss_mask: 0.3288, s1.loss_cls: 0.1375, s1.acc: 92.2804, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1540, s2.loss_cls: 0.0606, s2.acc: 92.8624, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0710, loss: 1.5963 +2025-06-19 15:54:22,473 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 3 days, 9:50:47, time: 1.179, data_time: 0.036, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0795, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3125, s0.acc: 91.6755, s0.loss_bbox: 0.2709, s0.loss_mask: 0.3301, s1.loss_cls: 0.1383, s1.acc: 92.3495, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1537, s2.loss_cls: 0.0613, s2.acc: 92.9634, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0708, loss: 1.6008 +2025-06-19 15:55:17,434 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 3 days, 9:48:37, time: 1.099, data_time: 0.028, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.3039, s0.acc: 92.0122, s0.loss_bbox: 0.2561, s0.loss_mask: 0.3342, s1.loss_cls: 0.1355, s1.acc: 92.5155, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1559, s2.loss_cls: 0.0599, s2.acc: 93.1368, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0718, loss: 1.5687 +2025-06-19 15:56:18,782 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 3 days, 9:48:21, time: 1.227, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3001, s0.acc: 92.0059, s0.loss_bbox: 0.2527, s0.loss_mask: 0.3278, s1.loss_cls: 0.1344, s1.acc: 92.6317, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1550, s2.loss_cls: 0.0598, s2.acc: 93.2091, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0710, loss: 1.5476 +2025-06-19 15:57:23,668 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 3 days, 9:49:05, time: 1.297, data_time: 0.032, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0734, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2792, s0.acc: 92.5186, s0.loss_bbox: 0.2450, s0.loss_mask: 0.3255, s1.loss_cls: 0.1255, s1.acc: 92.9576, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1538, s2.loss_cls: 0.0556, s2.acc: 93.6270, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0712, loss: 1.5010 +2025-06-19 15:58:25,621 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 3 days, 9:48:59, time: 1.239, data_time: 0.033, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3049, s0.acc: 91.9668, s0.loss_bbox: 0.2582, s0.loss_mask: 0.3295, s1.loss_cls: 0.1352, s1.acc: 92.5206, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1548, s2.loss_cls: 0.0594, s2.acc: 93.1954, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0717, loss: 1.5702 +2025-06-19 15:59:23,883 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 3 days, 9:47:47, time: 1.166, data_time: 0.032, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0744, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2926, s0.acc: 92.2561, s0.loss_bbox: 0.2475, s0.loss_mask: 0.3193, s1.loss_cls: 0.1300, s1.acc: 92.8416, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1509, s2.loss_cls: 0.0581, s2.acc: 93.4534, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0700, loss: 1.5158 +2025-06-19 16:00:20,584 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 3 days, 9:46:09, time: 1.134, data_time: 0.042, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3000, s0.acc: 92.0217, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3250, s1.loss_cls: 0.1322, s1.acc: 92.6851, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1526, s2.loss_cls: 0.0590, s2.acc: 93.2141, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0703, loss: 1.5557 +2025-06-19 16:01:19,149 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 3 days, 9:45:02, time: 1.171, data_time: 0.032, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.3055, s0.acc: 92.0332, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3289, s1.loss_cls: 0.1344, s1.acc: 92.6558, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1548, s2.loss_cls: 0.0584, s2.acc: 93.3442, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0715, loss: 1.5659 +2025-06-19 16:02:24,528 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 3 days, 9:45:54, time: 1.308, data_time: 0.036, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3002, s0.acc: 92.0557, s0.loss_bbox: 0.2613, s0.loss_mask: 0.3240, s1.loss_cls: 0.1320, s1.acc: 92.7209, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1524, s2.loss_cls: 0.0577, s2.acc: 93.4169, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0703, loss: 1.5536 +2025-06-19 16:03:26,247 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 3 days, 9:45:41, time: 1.234, data_time: 0.048, memory: 22153, r_loss: 0.0031, loss_rpn_cls: 0.0805, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2974, s0.acc: 92.1230, s0.loss_bbox: 0.2500, s0.loss_mask: 0.3241, s1.loss_cls: 0.1326, s1.acc: 92.6707, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1526, s2.loss_cls: 0.0590, s2.acc: 93.2818, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0704, loss: 1.5426 +2025-06-19 16:04:24,359 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 3 days, 9:44:28, time: 1.163, data_time: 0.038, memory: 22153, r_loss: 0.0027, loss_rpn_cls: 0.0746, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2833, s0.acc: 92.4883, s0.loss_bbox: 0.2489, s0.loss_mask: 0.3266, s1.loss_cls: 0.1257, s1.acc: 93.0467, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1526, s2.loss_cls: 0.0553, s2.acc: 93.7016, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0700, loss: 1.5084 +2025-06-19 16:05:20,839 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 3 days, 9:42:45, time: 1.129, data_time: 0.034, memory: 22153, r_loss: 0.0028, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2906, s0.acc: 92.3193, s0.loss_bbox: 0.2487, s0.loss_mask: 0.3205, s1.loss_cls: 0.1281, s1.acc: 93.0067, s1.loss_bbox: 0.1002, s1.loss_mask: 0.1509, s2.loss_cls: 0.0558, s2.acc: 93.7330, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0696, loss: 1.5112 +2025-06-19 16:06:19,394 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 3 days, 9:41:39, time: 1.171, data_time: 0.034, memory: 22153, r_loss: 0.0029, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2983, s0.acc: 92.0715, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3230, s1.loss_cls: 0.1323, s1.acc: 92.6374, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1513, s2.loss_cls: 0.0590, s2.acc: 93.2467, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0700, loss: 1.5477 +2025-06-19 16:07:02,050 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-06-19 16:11:14,081 - mmdet - INFO - Evaluating bbox... +2025-06-19 16:11:54,564 - mmdet - INFO - Evaluating segm... +2025-06-19 16:12:37,269 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 16:12:37,269 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.2200, bbox_mAP_50: 0.3360, bbox_mAP_75: 0.2350, bbox_mAP_s: 0.1320, bbox_mAP_m: 0.2280, bbox_mAP_l: 0.2960, bbox_mAP_copypaste: 0.220 0.336 0.235 0.132 0.228 0.296, segm_mAP: 0.1940, segm_mAP_50: 0.3170, segm_mAP_75: 0.2040, segm_mAP_s: 0.1060, segm_mAP_m: 0.2060, segm_mAP_l: 0.2690, segm_mAP_copypaste: 0.194 0.317 0.204 0.106 0.206 0.269 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_balance/20250619_111115.log.json b/mmdet/results/train/mona_moe_4_16_1e-4_balance/20250619_111115.log.json new file mode 100644 index 0000000000000000000000000000000000000000..4d7aa9300433a1706716354d50edff6e493ed571 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_balance/20250619_111115.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fabb30cd2bc8e09aa912a92d4d408f467bc0ca5a516da8a4698ce6a1ccc68675 +size 160512 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_balance/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py b/mmdet/results/train/mona_moe_4_16_1e-4_balance/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..5ff410d3279bb4ab94a190ce1e8a082c0bcae36c --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_balance/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe_4_16_1e-4_balance/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_balance/epoch_1.pth b/mmdet/results/train/mona_moe_4_16_1e-4_balance/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..32e8810bab789d141907ff952794c60d4ad52fce --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_balance/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fa684495d3d42db79db33c0fa006545da2fddb8817b463aba4dbba7ad76cf616 +size 1517228592 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_balance/epoch_2.pth b/mmdet/results/train/mona_moe_4_16_1e-4_balance/epoch_2.pth new file mode 100644 index 0000000000000000000000000000000000000000..62fac42ac1c1f3731bb85006bacd4c5bf6e68149 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_balance/epoch_2.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:1a24272473556393087e0bf9c8a39fc192cc0c64e589091613221391826ec6c4 +size 1517228720 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_balance/latest.pth b/mmdet/results/train/mona_moe_4_16_1e-4_balance/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..8d43501f1a367ffcd95a35b5833c339713eafcbc --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_balance/latest.pth @@ -0,0 +1 @@ +epoch_2.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_gate/20250618_110426.log b/mmdet/results/train/mona_moe_4_16_1e-4_gate/20250618_110426.log new file mode 100644 index 0000000000000000000000000000000000000000..fd7d393863a97e7803b414c35f40d4c8560adbeb --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_gate/20250618_110426.log @@ -0,0 +1,911 @@ +2025-06-18 11:04:26,210 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+5787af1 +------------------------------------------------------------ + +2025-06-18 11:04:29,437 - mmdet - INFO - Distributed training: True +2025-06-18 11:04:32,687 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe' +gpu_ids = range(0, 8) + +2025-06-18 11:05:16,953 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe.pth +2025-06-18 11:05:17,702 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.weight_noise.weight, 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backbone.layers.3.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.weight_noise.weight + +2025-06-18 11:05:17,755 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe +2025-06-18 11:05:17,756 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-18 11:05:17,756 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-18 11:05:17,757 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe by HardDiskBackend. +2025-06-18 11:07:24,630 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 17:56:01, time: 2.537, data_time: 1.571, memory: 15671, loss_rpn_cls: 0.5621, loss_rpn_bbox: 0.0598, s0.loss_cls: 0.5455, s0.acc: 95.2471, s0.loss_bbox: 0.1519, s0.loss_mask: 0.7132, s1.loss_cls: 0.1677, s1.acc: 96.8994, s1.loss_bbox: 0.0257, s1.loss_mask: 0.3465, s2.loss_cls: 0.0606, s2.acc: 97.8625, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1799, loss: 2.8166 +2025-06-18 11:08:05,837 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 3:08:14, time: 0.824, data_time: 0.023, memory: 15671, loss_rpn_cls: 0.2738, loss_rpn_bbox: 0.0552, s0.loss_cls: 0.3609, s0.acc: 94.7744, s0.loss_bbox: 0.1726, s0.loss_mask: 0.6316, s1.loss_cls: 0.1113, s1.acc: 97.0386, s1.loss_bbox: 0.0287, s1.loss_mask: 0.3058, s2.loss_cls: 0.0390, s2.acc: 98.0889, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1478, loss: 2.1306 +2025-06-18 11:08:47,275 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 6:18:40, time: 0.829, data_time: 0.026, memory: 15671, loss_rpn_cls: 0.2366, loss_rpn_bbox: 0.0540, s0.loss_cls: 0.3652, s0.acc: 94.4136, s0.loss_bbox: 0.1849, s0.loss_mask: 0.6189, s1.loss_cls: 0.1105, s1.acc: 96.8738, s1.loss_bbox: 0.0302, s1.loss_mask: 0.2991, s2.loss_cls: 0.0370, s2.acc: 98.0107, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1453, loss: 2.0858 +2025-06-18 11:09:41,435 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 4 days, 0:32:48, time: 1.083, data_time: 0.023, memory: 15671, loss_rpn_cls: 0.2452, loss_rpn_bbox: 0.0578, s0.loss_cls: 0.3741, s0.acc: 94.1318, s0.loss_bbox: 0.1934, s0.loss_mask: 0.6137, s1.loss_cls: 0.1128, s1.acc: 96.7021, s1.loss_bbox: 0.0316, s1.loss_mask: 0.2958, s2.loss_cls: 0.0375, s2.acc: 97.8862, s2.loss_bbox: 0.0044, s2.loss_mask: 0.1434, loss: 2.1098 +2025-06-18 11:10:22,359 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 3 days, 17:12:54, time: 0.819, data_time: 0.024, memory: 16286, loss_rpn_cls: 0.2434, loss_rpn_bbox: 0.0609, s0.loss_cls: 0.3738, s0.acc: 94.0479, s0.loss_bbox: 0.1967, s0.loss_mask: 0.6062, s1.loss_cls: 0.1120, s1.acc: 96.6855, s1.loss_bbox: 0.0318, s1.loss_mask: 0.2906, s2.loss_cls: 0.0371, s2.acc: 97.8965, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1403, loss: 2.0971 +2025-06-18 11:11:03,316 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 12:19:23, time: 0.819, data_time: 0.030, memory: 16286, loss_rpn_cls: 0.2316, loss_rpn_bbox: 0.0568, s0.loss_cls: 0.3341, s0.acc: 94.5593, s0.loss_bbox: 0.1774, s0.loss_mask: 0.6055, s1.loss_cls: 0.1029, s1.acc: 96.8577, s1.loss_bbox: 0.0300, s1.loss_mask: 0.2930, s2.loss_cls: 0.0343, s2.acc: 97.9873, s2.loss_bbox: 0.0042, s2.loss_mask: 0.1418, loss: 2.0114 +2025-06-18 11:11:44,137 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 8:48:20, time: 0.817, data_time: 0.025, memory: 16286, loss_rpn_cls: 0.2195, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.3375, s0.acc: 94.4897, s0.loss_bbox: 0.1811, s0.loss_mask: 0.6116, s1.loss_cls: 0.1030, s1.acc: 96.8325, s1.loss_bbox: 0.0315, s1.loss_mask: 0.2955, s2.loss_cls: 0.0337, s2.acc: 98.0244, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1426, loss: 2.0140 +2025-06-18 11:12:24,619 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 6:05:53, time: 0.810, data_time: 0.025, memory: 16286, loss_rpn_cls: 0.2277, loss_rpn_bbox: 0.0567, s0.loss_cls: 0.3482, s0.acc: 94.3298, s0.loss_bbox: 0.1858, s0.loss_mask: 0.6048, s1.loss_cls: 0.1068, s1.acc: 96.6738, s1.loss_bbox: 0.0329, s1.loss_mask: 0.2916, s2.loss_cls: 0.0348, s2.acc: 97.8950, s2.loss_bbox: 0.0046, s2.loss_mask: 0.1406, loss: 2.0346 +2025-06-18 11:13:04,834 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 3:56:50, time: 0.804, data_time: 0.026, memory: 16286, loss_rpn_cls: 0.2178, loss_rpn_bbox: 0.0539, s0.loss_cls: 0.3495, s0.acc: 94.1917, s0.loss_bbox: 0.1906, s0.loss_mask: 0.6058, s1.loss_cls: 0.1088, s1.acc: 96.5662, s1.loss_bbox: 0.0348, s1.loss_mask: 0.2942, s2.loss_cls: 0.0351, s2.acc: 97.8528, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1423, loss: 2.0379 +2025-06-18 11:13:44,846 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 2:11:38, time: 0.800, data_time: 0.020, memory: 16286, loss_rpn_cls: 0.2166, loss_rpn_bbox: 0.0522, s0.loss_cls: 0.3502, s0.acc: 94.2273, s0.loss_bbox: 0.1881, s0.loss_mask: 0.6017, s1.loss_cls: 0.1098, s1.acc: 96.5569, s1.loss_bbox: 0.0345, s1.loss_mask: 0.2903, s2.loss_cls: 0.0357, s2.acc: 97.8438, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1405, loss: 2.0244 +2025-06-18 11:14:24,987 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 0:46:29, time: 0.803, data_time: 0.022, memory: 16286, loss_rpn_cls: 0.2052, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.3501, s0.acc: 94.3157, s0.loss_bbox: 0.1865, s0.loss_mask: 0.6007, s1.loss_cls: 0.1098, s1.acc: 96.5974, s1.loss_bbox: 0.0344, s1.loss_mask: 0.2891, s2.loss_cls: 0.0353, s2.acc: 97.8892, s2.loss_bbox: 0.0049, s2.loss_mask: 0.1388, loss: 2.0048 +2025-06-18 11:15:05,027 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 2 days, 23:34:39, time: 0.801, data_time: 0.020, memory: 16286, loss_rpn_cls: 0.2068, loss_rpn_bbox: 0.0567, s0.loss_cls: 0.3421, s0.acc: 94.3047, s0.loss_bbox: 0.1861, s0.loss_mask: 0.5984, s1.loss_cls: 0.1085, s1.acc: 96.5474, s1.loss_bbox: 0.0352, s1.loss_mask: 0.2881, s2.loss_cls: 0.0349, s2.acc: 97.8684, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1392, loss: 2.0009 +2025-06-18 11:16:03,355 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 0:37:05, time: 1.166, data_time: 0.026, memory: 16286, loss_rpn_cls: 0.2127, loss_rpn_bbox: 0.0551, s0.loss_cls: 0.3440, s0.acc: 94.3157, s0.loss_bbox: 0.1850, s0.loss_mask: 0.5997, s1.loss_cls: 0.1063, s1.acc: 96.6052, s1.loss_bbox: 0.0338, s1.loss_mask: 0.2884, s2.loss_cls: 0.0341, s2.acc: 97.8855, s2.loss_bbox: 0.0047, s2.loss_mask: 0.1388, loss: 2.0026 +2025-06-18 11:16:43,506 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 2 days, 23:36:48, time: 0.803, data_time: 0.021, memory: 16286, loss_rpn_cls: 0.2173, loss_rpn_bbox: 0.0569, s0.loss_cls: 0.3425, s0.acc: 94.2686, s0.loss_bbox: 0.1860, s0.loss_mask: 0.5936, s1.loss_cls: 0.1093, s1.acc: 96.4785, s1.loss_bbox: 0.0360, s1.loss_mask: 0.2865, s2.loss_cls: 0.0346, s2.acc: 97.8503, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1378, loss: 2.0055 +2025-06-18 11:17:23,754 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 2 days, 22:44:56, time: 0.805, data_time: 0.021, memory: 16286, loss_rpn_cls: 0.2164, loss_rpn_bbox: 0.0557, s0.loss_cls: 0.3569, s0.acc: 93.9834, s0.loss_bbox: 0.1974, s0.loss_mask: 0.5969, s1.loss_cls: 0.1114, s1.acc: 96.4104, s1.loss_bbox: 0.0365, s1.loss_mask: 0.2876, s2.loss_cls: 0.0355, s2.acc: 97.7847, s2.loss_bbox: 0.0053, s2.loss_mask: 0.1376, loss: 2.0373 +2025-06-18 11:18:04,111 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 2 days, 22:00:03, time: 0.807, data_time: 0.024, memory: 16286, loss_rpn_cls: 0.1915, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.3574, s0.acc: 93.9287, s0.loss_bbox: 0.2015, s0.loss_mask: 0.5907, s1.loss_cls: 0.1124, s1.acc: 96.3540, s1.loss_bbox: 0.0386, s1.loss_mask: 0.2843, s2.loss_cls: 0.0350, s2.acc: 97.8259, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1367, loss: 2.0065 +2025-06-18 11:18:43,767 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 2 days, 21:16:46, time: 0.793, data_time: 0.026, memory: 16286, loss_rpn_cls: 0.2021, loss_rpn_bbox: 0.0545, s0.loss_cls: 0.3407, s0.acc: 94.2700, s0.loss_bbox: 0.1869, s0.loss_mask: 0.5822, s1.loss_cls: 0.1066, s1.acc: 96.5452, s1.loss_bbox: 0.0348, s1.loss_mask: 0.2797, s2.loss_cls: 0.0345, s2.acc: 97.8542, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1335, loss: 1.9605 +2025-06-18 11:19:23,604 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 2 days, 20:39:03, time: 0.797, data_time: 0.024, memory: 16286, loss_rpn_cls: 0.1998, loss_rpn_bbox: 0.0565, s0.loss_cls: 0.3487, s0.acc: 94.0623, s0.loss_bbox: 0.1941, s0.loss_mask: 0.5916, s1.loss_cls: 0.1099, s1.acc: 96.3926, s1.loss_bbox: 0.0372, s1.loss_mask: 0.2839, s2.loss_cls: 0.0349, s2.acc: 97.7874, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1356, loss: 1.9976 +2025-06-18 11:20:03,527 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 2 days, 20:05:41, time: 0.799, data_time: 0.023, memory: 16286, loss_rpn_cls: 0.1909, loss_rpn_bbox: 0.0539, s0.loss_cls: 0.3534, s0.acc: 94.1348, s0.loss_bbox: 0.1933, s0.loss_mask: 0.5820, s1.loss_cls: 0.1106, s1.acc: 96.4519, s1.loss_bbox: 0.0370, s1.loss_mask: 0.2796, s2.loss_cls: 0.0347, s2.acc: 97.8464, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1340, loss: 1.9747 +2025-06-18 11:20:43,504 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 11:20:43,504 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 2 days, 19:35:49, time: 0.800, data_time: 0.023, memory: 16286, loss_rpn_cls: 0.1920, loss_rpn_bbox: 0.0546, s0.loss_cls: 0.3510, s0.acc: 94.0095, s0.loss_bbox: 0.1967, s0.loss_mask: 0.5841, s1.loss_cls: 0.1128, s1.acc: 96.3191, s1.loss_bbox: 0.0390, s1.loss_mask: 0.2808, s2.loss_cls: 0.0355, s2.acc: 97.7859, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1335, loss: 1.9854 +2025-06-18 11:21:23,619 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 2 days, 19:09:15, time: 0.802, data_time: 0.024, memory: 16286, loss_rpn_cls: 0.1874, loss_rpn_bbox: 0.0525, s0.loss_cls: 0.3407, s0.acc: 94.1689, s0.loss_bbox: 0.1900, s0.loss_mask: 0.5781, s1.loss_cls: 0.1108, s1.acc: 96.3486, s1.loss_bbox: 0.0383, s1.loss_mask: 0.2767, s2.loss_cls: 0.0350, s2.acc: 97.7805, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1319, loss: 1.9471 +2025-06-18 11:22:20,238 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 2 days, 19:50:50, time: 1.133, data_time: 0.024, memory: 16286, loss_rpn_cls: 0.1743, loss_rpn_bbox: 0.0515, s0.loss_cls: 0.3562, s0.acc: 93.8428, s0.loss_bbox: 0.2054, s0.loss_mask: 0.5859, s1.loss_cls: 0.1151, s1.acc: 96.1831, s1.loss_bbox: 0.0420, s1.loss_mask: 0.2817, s2.loss_cls: 0.0355, s2.acc: 97.7524, s2.loss_bbox: 0.0061, s2.loss_mask: 0.1340, loss: 1.9877 +2025-06-18 11:23:10,014 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 2 days, 20:02:38, time: 0.996, data_time: 0.028, memory: 16286, loss_rpn_cls: 0.1826, loss_rpn_bbox: 0.0531, s0.loss_cls: 0.3557, s0.acc: 93.9099, s0.loss_bbox: 0.2014, s0.loss_mask: 0.5784, s1.loss_cls: 0.1153, s1.acc: 96.1858, s1.loss_bbox: 0.0411, s1.loss_mask: 0.2777, s2.loss_cls: 0.0360, s2.acc: 97.7197, s2.loss_bbox: 0.0060, s2.loss_mask: 0.1318, loss: 1.9791 +2025-06-18 11:23:50,488 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 2 days, 19:39:26, time: 0.809, data_time: 0.024, memory: 16286, loss_rpn_cls: 0.1905, loss_rpn_bbox: 0.0582, s0.loss_cls: 0.3572, s0.acc: 93.7627, s0.loss_bbox: 0.2036, s0.loss_mask: 0.5759, s1.loss_cls: 0.1181, s1.acc: 96.0610, s1.loss_bbox: 0.0421, s1.loss_mask: 0.2754, s2.loss_cls: 0.0370, s2.acc: 97.6499, s2.loss_bbox: 0.0059, s2.loss_mask: 0.1311, loss: 1.9951 +2025-06-18 11:24:30,936 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 2 days, 19:17:58, time: 0.809, data_time: 0.026, memory: 16286, loss_rpn_cls: 0.1801, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3510, s0.acc: 94.0232, s0.loss_bbox: 0.1991, s0.loss_mask: 0.5770, s1.loss_cls: 0.1144, s1.acc: 96.2495, s1.loss_bbox: 0.0413, s1.loss_mask: 0.2767, s2.loss_cls: 0.0352, s2.acc: 97.7959, s2.loss_bbox: 0.0059, s2.loss_mask: 0.1320, loss: 1.9637 +2025-06-18 11:25:11,479 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 2 days, 18:58:24, time: 0.811, data_time: 0.024, memory: 16387, loss_rpn_cls: 0.1786, loss_rpn_bbox: 0.0503, s0.loss_cls: 0.3582, s0.acc: 93.9663, s0.loss_bbox: 0.2000, s0.loss_mask: 0.5712, s1.loss_cls: 0.1158, s1.acc: 96.2080, s1.loss_bbox: 0.0415, s1.loss_mask: 0.2731, s2.loss_cls: 0.0360, s2.acc: 97.7422, s2.loss_bbox: 0.0061, s2.loss_mask: 0.1295, loss: 1.9603 +2025-06-18 11:25:51,561 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 2 days, 18:38:44, time: 0.802, data_time: 0.023, memory: 16387, loss_rpn_cls: 0.1900, loss_rpn_bbox: 0.0574, s0.loss_cls: 0.3658, s0.acc: 93.5886, s0.loss_bbox: 0.2132, s0.loss_mask: 0.5723, s1.loss_cls: 0.1204, s1.acc: 95.9644, s1.loss_bbox: 0.0448, s1.loss_mask: 0.2740, s2.loss_cls: 0.0369, s2.acc: 97.6455, s2.loss_bbox: 0.0064, s2.loss_mask: 0.1297, loss: 2.0110 +2025-06-18 11:26:31,517 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 2 days, 18:20:03, time: 0.799, data_time: 0.023, memory: 16387, loss_rpn_cls: 0.1685, loss_rpn_bbox: 0.0498, s0.loss_cls: 0.3475, s0.acc: 93.9534, s0.loss_bbox: 0.2003, s0.loss_mask: 0.5715, s1.loss_cls: 0.1178, s1.acc: 96.0474, s1.loss_bbox: 0.0445, s1.loss_mask: 0.2734, s2.loss_cls: 0.0362, s2.acc: 97.6926, s2.loss_bbox: 0.0066, s2.loss_mask: 0.1295, loss: 1.9456 +2025-06-18 11:27:12,121 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 2 days, 18:04:33, time: 0.812, data_time: 0.022, memory: 16387, loss_rpn_cls: 0.1796, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.3608, s0.acc: 93.5854, s0.loss_bbox: 0.2126, s0.loss_mask: 0.5671, s1.loss_cls: 0.1206, s1.acc: 95.8794, s1.loss_bbox: 0.0460, s1.loss_mask: 0.2711, s2.loss_cls: 0.0376, s2.acc: 97.5679, s2.loss_bbox: 0.0070, s2.loss_mask: 0.1286, loss: 1.9847 +2025-06-18 11:27:52,564 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 2 days, 17:49:34, time: 0.809, data_time: 0.024, memory: 16387, loss_rpn_cls: 0.1826, loss_rpn_bbox: 0.0541, s0.loss_cls: 0.3764, s0.acc: 93.3672, s0.loss_bbox: 0.2204, s0.loss_mask: 0.5672, s1.loss_cls: 0.1254, s1.acc: 95.7205, s1.loss_bbox: 0.0475, s1.loss_mask: 0.2702, s2.loss_cls: 0.0391, s2.acc: 97.4341, s2.loss_bbox: 0.0074, s2.loss_mask: 0.1283, loss: 2.0187 +2025-06-18 11:28:39,837 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 2 days, 17:42:41, time: 0.860, data_time: 0.026, memory: 16387, loss_rpn_cls: 0.1692, loss_rpn_bbox: 0.0499, s0.loss_cls: 0.3534, s0.acc: 93.8711, s0.loss_bbox: 0.2038, s0.loss_mask: 0.5741, s1.loss_cls: 0.1173, s1.acc: 96.0540, s1.loss_bbox: 0.0442, s1.loss_mask: 0.2747, s2.loss_cls: 0.0364, s2.acc: 97.6548, s2.loss_bbox: 0.0068, s2.loss_mask: 0.1308, loss: 1.9606 +2025-06-18 11:29:31,957 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 2 days, 18:12:49, time: 1.128, data_time: 0.108, memory: 16387, loss_rpn_cls: 0.1837, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.3628, s0.acc: 93.7466, s0.loss_bbox: 0.2057, s0.loss_mask: 0.5684, s1.loss_cls: 0.1198, s1.acc: 95.9844, s1.loss_bbox: 0.0439, s1.loss_mask: 0.2710, s2.loss_cls: 0.0376, s2.acc: 97.5510, s2.loss_bbox: 0.0070, s2.loss_mask: 0.1289, loss: 1.9805 +2025-06-18 11:30:12,446 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 2 days, 17:58:59, time: 0.810, data_time: 0.030, memory: 16387, loss_rpn_cls: 0.1722, loss_rpn_bbox: 0.0505, s0.loss_cls: 0.3455, s0.acc: 93.9053, s0.loss_bbox: 0.1997, s0.loss_mask: 0.5637, s1.loss_cls: 0.1179, s1.acc: 95.9661, s1.loss_bbox: 0.0446, s1.loss_mask: 0.2701, s2.loss_cls: 0.0377, s2.acc: 97.5374, s2.loss_bbox: 0.0072, s2.loss_mask: 0.1276, loss: 1.9368 +2025-06-18 11:30:53,539 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 2 days, 17:47:24, time: 0.822, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1784, loss_rpn_bbox: 0.0523, s0.loss_cls: 0.3633, s0.acc: 93.6287, s0.loss_bbox: 0.2093, s0.loss_mask: 0.5608, s1.loss_cls: 0.1243, s1.acc: 95.7444, s1.loss_bbox: 0.0478, s1.loss_mask: 0.2681, s2.loss_cls: 0.0387, s2.acc: 97.4409, s2.loss_bbox: 0.0076, s2.loss_mask: 0.1272, loss: 1.9777 +2025-06-18 11:31:34,647 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 2 days, 17:36:32, time: 0.822, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1752, loss_rpn_bbox: 0.0523, s0.loss_cls: 0.3721, s0.acc: 93.4954, s0.loss_bbox: 0.2146, s0.loss_mask: 0.5605, s1.loss_cls: 0.1259, s1.acc: 95.6960, s1.loss_bbox: 0.0483, s1.loss_mask: 0.2674, s2.loss_cls: 0.0397, s2.acc: 97.3848, s2.loss_bbox: 0.0079, s2.loss_mask: 0.1260, loss: 1.9899 +2025-06-18 11:32:15,194 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 2 days, 17:24:51, time: 0.811, data_time: 0.022, memory: 19680, loss_rpn_cls: 0.1771, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.3640, s0.acc: 93.7051, s0.loss_bbox: 0.2078, s0.loss_mask: 0.5612, s1.loss_cls: 0.1233, s1.acc: 95.8491, s1.loss_bbox: 0.0465, s1.loss_mask: 0.2664, s2.loss_cls: 0.0385, s2.acc: 97.5056, s2.loss_bbox: 0.0074, s2.loss_mask: 0.1257, loss: 1.9692 +2025-06-18 11:32:56,325 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 2 days, 17:15:08, time: 0.823, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1744, loss_rpn_bbox: 0.0527, s0.loss_cls: 0.3751, s0.acc: 93.4375, s0.loss_bbox: 0.2170, s0.loss_mask: 0.5545, s1.loss_cls: 0.1275, s1.acc: 95.6616, s1.loss_bbox: 0.0493, s1.loss_mask: 0.2646, s2.loss_cls: 0.0398, s2.acc: 97.4036, s2.loss_bbox: 0.0079, s2.loss_mask: 0.1252, loss: 1.9880 +2025-06-18 11:33:36,942 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 2 days, 17:04:43, time: 0.812, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1674, loss_rpn_bbox: 0.0503, s0.loss_cls: 0.3656, s0.acc: 93.6262, s0.loss_bbox: 0.2094, s0.loss_mask: 0.5611, s1.loss_cls: 0.1253, s1.acc: 95.7170, s1.loss_bbox: 0.0483, s1.loss_mask: 0.2673, s2.loss_cls: 0.0397, s2.acc: 97.3918, s2.loss_bbox: 0.0080, s2.loss_mask: 0.1265, loss: 1.9688 +2025-06-18 11:34:17,977 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 2 days, 16:55:44, time: 0.821, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1707, loss_rpn_bbox: 0.0520, s0.loss_cls: 0.3717, s0.acc: 93.2542, s0.loss_bbox: 0.2233, s0.loss_mask: 0.5485, s1.loss_cls: 0.1283, s1.acc: 95.4517, s1.loss_bbox: 0.0523, s1.loss_mask: 0.2618, s2.loss_cls: 0.0406, s2.acc: 97.2190, s2.loss_bbox: 0.0089, s2.loss_mask: 0.1236, loss: 1.9818 +2025-06-18 11:34:59,177 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 11:34:59,178 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 2 days, 16:47:32, time: 0.824, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1703, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.3671, s0.acc: 93.4048, s0.loss_bbox: 0.2180, s0.loss_mask: 0.5580, s1.loss_cls: 0.1274, s1.acc: 95.5054, s1.loss_bbox: 0.0516, s1.loss_mask: 0.2656, s2.loss_cls: 0.0404, s2.acc: 97.2695, s2.loss_bbox: 0.0087, s2.loss_mask: 0.1254, loss: 1.9828 +2025-06-18 11:36:02,549 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 2 days, 17:26:53, time: 1.267, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1611, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.3707, s0.acc: 93.3040, s0.loss_bbox: 0.2220, s0.loss_mask: 0.5560, s1.loss_cls: 0.1289, s1.acc: 95.4512, s1.loss_bbox: 0.0519, s1.loss_mask: 0.2647, s2.loss_cls: 0.0409, s2.acc: 97.2244, s2.loss_bbox: 0.0087, s2.loss_mask: 0.1253, loss: 1.9817 +2025-06-18 11:36:43,314 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 2 days, 17:17:19, time: 0.815, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1598, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3611, s0.acc: 93.5229, s0.loss_bbox: 0.2132, s0.loss_mask: 0.5457, s1.loss_cls: 0.1255, s1.acc: 95.5771, s1.loss_bbox: 0.0507, s1.loss_mask: 0.2603, s2.loss_cls: 0.0398, s2.acc: 97.3010, s2.loss_bbox: 0.0087, s2.loss_mask: 0.1222, loss: 1.9341 +2025-06-18 11:37:24,213 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 2 days, 17:08:29, time: 0.818, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1632, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.3708, s0.acc: 93.3591, s0.loss_bbox: 0.2190, s0.loss_mask: 0.5522, s1.loss_cls: 0.1309, s1.acc: 95.3940, s1.loss_bbox: 0.0533, s1.loss_mask: 0.2631, s2.loss_cls: 0.0417, s2.acc: 97.1885, s2.loss_bbox: 0.0093, s2.loss_mask: 0.1245, loss: 1.9776 +2025-06-18 11:38:05,157 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 2 days, 17:00:06, time: 0.819, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1622, loss_rpn_bbox: 0.0519, s0.loss_cls: 0.3770, s0.acc: 93.2549, s0.loss_bbox: 0.2228, s0.loss_mask: 0.5461, s1.loss_cls: 0.1338, s1.acc: 95.3003, s1.loss_bbox: 0.0548, s1.loss_mask: 0.2607, s2.loss_cls: 0.0426, s2.acc: 97.1433, s2.loss_bbox: 0.0095, s2.loss_mask: 0.1229, loss: 1.9844 +2025-06-18 11:38:46,355 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 2 days, 16:52:32, time: 0.824, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1606, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.3808, s0.acc: 93.2278, s0.loss_bbox: 0.2217, s0.loss_mask: 0.5321, s1.loss_cls: 0.1371, s1.acc: 95.1777, s1.loss_bbox: 0.0567, s1.loss_mask: 0.2524, s2.loss_cls: 0.0445, s2.acc: 96.9871, s2.loss_bbox: 0.0104, s2.loss_mask: 0.1191, loss: 1.9670 +2025-06-18 11:39:27,637 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 2 days, 16:45:27, time: 0.826, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1679, loss_rpn_bbox: 0.0544, s0.loss_cls: 0.3772, s0.acc: 93.1057, s0.loss_bbox: 0.2249, s0.loss_mask: 0.5379, s1.loss_cls: 0.1362, s1.acc: 95.0835, s1.loss_bbox: 0.0572, s1.loss_mask: 0.2557, s2.loss_cls: 0.0442, s2.acc: 96.9275, s2.loss_bbox: 0.0105, s2.loss_mask: 0.1207, loss: 1.9868 +2025-06-18 11:40:08,290 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 2 days, 16:37:27, time: 0.813, data_time: 0.020, memory: 19680, loss_rpn_cls: 0.1610, loss_rpn_bbox: 0.0513, s0.loss_cls: 0.3673, s0.acc: 93.3018, s0.loss_bbox: 0.2194, s0.loss_mask: 0.5400, s1.loss_cls: 0.1331, s1.acc: 95.2456, s1.loss_bbox: 0.0551, s1.loss_mask: 0.2552, s2.loss_cls: 0.0436, s2.acc: 97.0103, s2.loss_bbox: 0.0103, s2.loss_mask: 0.1198, loss: 1.9563 +2025-06-18 11:40:49,497 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 2 days, 16:30:46, time: 0.824, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1604, loss_rpn_bbox: 0.0494, s0.loss_cls: 0.3905, s0.acc: 92.9563, s0.loss_bbox: 0.2322, s0.loss_mask: 0.5356, s1.loss_cls: 0.1428, s1.acc: 94.9238, s1.loss_bbox: 0.0600, s1.loss_mask: 0.2553, s2.loss_cls: 0.0466, s2.acc: 96.8184, s2.loss_bbox: 0.0113, s2.loss_mask: 0.1204, loss: 2.0046 +2025-06-18 11:41:31,196 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 2 days, 16:25:12, time: 0.834, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1647, loss_rpn_bbox: 0.0489, s0.loss_cls: 0.3801, s0.acc: 92.9673, s0.loss_bbox: 0.2296, s0.loss_mask: 0.5317, s1.loss_cls: 0.1408, s1.acc: 94.8450, s1.loss_bbox: 0.0606, s1.loss_mask: 0.2531, s2.loss_cls: 0.0463, s2.acc: 96.7546, s2.loss_bbox: 0.0115, s2.loss_mask: 0.1192, loss: 1.9864 +2025-06-18 11:42:37,272 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 2 days, 17:02:19, time: 1.321, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1584, loss_rpn_bbox: 0.0511, s0.loss_cls: 0.3775, s0.acc: 93.1191, s0.loss_bbox: 0.2222, s0.loss_mask: 0.5267, s1.loss_cls: 0.1419, s1.acc: 94.8220, s1.loss_bbox: 0.0607, s1.loss_mask: 0.2493, s2.loss_cls: 0.0469, s2.acc: 96.6760, s2.loss_bbox: 0.0119, s2.loss_mask: 0.1178, loss: 1.9644 +2025-06-18 11:43:19,297 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 2 days, 16:56:51, time: 0.841, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1596, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3861, s0.acc: 92.9790, s0.loss_bbox: 0.2275, s0.loss_mask: 0.5345, s1.loss_cls: 0.1437, s1.acc: 94.8228, s1.loss_bbox: 0.0603, s1.loss_mask: 0.2556, s2.loss_cls: 0.0474, s2.acc: 96.7317, s2.loss_bbox: 0.0115, s2.loss_mask: 0.1203, loss: 1.9954 +2025-06-18 11:44:01,122 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 2 days, 16:51:14, time: 0.836, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1615, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.3837, s0.acc: 92.9307, s0.loss_bbox: 0.2293, s0.loss_mask: 0.5258, s1.loss_cls: 0.1438, s1.acc: 94.7024, s1.loss_bbox: 0.0621, s1.loss_mask: 0.2479, s2.loss_cls: 0.0482, s2.acc: 96.5994, s2.loss_bbox: 0.0123, s2.loss_mask: 0.1163, loss: 1.9800 +2025-06-18 11:44:43,578 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 2 days, 16:46:49, time: 0.849, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1661, loss_rpn_bbox: 0.0515, s0.loss_cls: 0.3919, s0.acc: 92.7231, s0.loss_bbox: 0.2348, s0.loss_mask: 0.5233, s1.loss_cls: 0.1475, s1.acc: 94.5532, s1.loss_bbox: 0.0640, s1.loss_mask: 0.2488, s2.loss_cls: 0.0498, s2.acc: 96.4604, s2.loss_bbox: 0.0129, s2.loss_mask: 0.1171, loss: 2.0075 +2025-06-18 11:45:26,077 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 2 days, 16:42:38, time: 0.850, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1613, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3809, s0.acc: 92.7830, s0.loss_bbox: 0.2336, s0.loss_mask: 0.5246, s1.loss_cls: 0.1427, s1.acc: 94.5542, s1.loss_bbox: 0.0638, s1.loss_mask: 0.2492, s2.loss_cls: 0.0486, s2.acc: 96.4399, s2.loss_bbox: 0.0130, s2.loss_mask: 0.1169, loss: 1.9853 +2025-06-18 11:46:07,583 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 2 days, 16:37:00, time: 0.830, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1516, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3746, s0.acc: 93.0818, s0.loss_bbox: 0.2229, s0.loss_mask: 0.5130, s1.loss_cls: 0.1420, s1.acc: 94.6960, s1.loss_bbox: 0.0621, s1.loss_mask: 0.2419, s2.loss_cls: 0.0489, s2.acc: 96.4678, s2.loss_bbox: 0.0131, s2.loss_mask: 0.1132, loss: 1.9304 +2025-06-18 11:46:49,359 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 2 days, 16:31:58, time: 0.835, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1492, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3882, s0.acc: 92.7556, s0.loss_bbox: 0.2346, s0.loss_mask: 0.5181, s1.loss_cls: 0.1467, s1.acc: 94.4368, s1.loss_bbox: 0.0657, s1.loss_mask: 0.2449, s2.loss_cls: 0.0499, s2.acc: 96.3564, s2.loss_bbox: 0.0136, s2.loss_mask: 0.1152, loss: 1.9750 +2025-06-18 11:47:31,753 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 2 days, 16:28:00, time: 0.848, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1545, loss_rpn_bbox: 0.0504, s0.loss_cls: 0.3838, s0.acc: 92.7200, s0.loss_bbox: 0.2339, s0.loss_mask: 0.5156, s1.loss_cls: 0.1465, s1.acc: 94.4043, s1.loss_bbox: 0.0656, s1.loss_mask: 0.2434, s2.loss_cls: 0.0504, s2.acc: 96.2966, s2.loss_bbox: 0.0138, s2.loss_mask: 0.1141, loss: 1.9720 +2025-06-18 11:48:13,787 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 2 days, 16:23:39, time: 0.841, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1437, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3884, s0.acc: 92.6846, s0.loss_bbox: 0.2381, s0.loss_mask: 0.5180, s1.loss_cls: 0.1487, s1.acc: 94.3816, s1.loss_bbox: 0.0670, s1.loss_mask: 0.2466, s2.loss_cls: 0.0507, s2.acc: 96.2976, s2.loss_bbox: 0.0142, s2.loss_mask: 0.1159, loss: 1.9801 +2025-06-18 11:49:16,313 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 2 days, 16:49:36, time: 1.250, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1495, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.3854, s0.acc: 92.7039, s0.loss_bbox: 0.2345, s0.loss_mask: 0.5120, s1.loss_cls: 0.1478, s1.acc: 94.3362, s1.loss_bbox: 0.0666, s1.loss_mask: 0.2428, s2.loss_cls: 0.0515, s2.acc: 96.2092, s2.loss_bbox: 0.0145, s2.loss_mask: 0.1140, loss: 1.9673 +2025-06-18 11:49:58,763 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 11:49:58,763 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 2 days, 16:45:33, time: 0.849, data_time: 0.020, memory: 19680, loss_rpn_cls: 0.1614, loss_rpn_bbox: 0.0545, s0.loss_cls: 0.3870, s0.acc: 92.7498, s0.loss_bbox: 0.2316, s0.loss_mask: 0.5120, s1.loss_cls: 0.1487, s1.acc: 94.3274, s1.loss_bbox: 0.0667, s1.loss_mask: 0.2429, s2.loss_cls: 0.0515, s2.acc: 96.1963, s2.loss_bbox: 0.0142, s2.loss_mask: 0.1142, loss: 1.9847 +2025-06-18 11:50:41,251 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 2 days, 16:41:42, time: 0.850, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1557, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.3988, s0.acc: 92.3750, s0.loss_bbox: 0.2428, s0.loss_mask: 0.5090, s1.loss_cls: 0.1544, s1.acc: 94.0142, s1.loss_bbox: 0.0699, s1.loss_mask: 0.2418, s2.loss_cls: 0.0539, s2.acc: 95.9473, s2.loss_bbox: 0.0153, s2.loss_mask: 0.1137, loss: 2.0061 +2025-06-18 11:51:23,516 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 2 days, 16:37:37, time: 0.845, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1520, loss_rpn_bbox: 0.0495, s0.loss_cls: 0.3800, s0.acc: 92.7515, s0.loss_bbox: 0.2309, s0.loss_mask: 0.5091, s1.loss_cls: 0.1466, s1.acc: 94.3218, s1.loss_bbox: 0.0670, s1.loss_mask: 0.2417, s2.loss_cls: 0.0514, s2.acc: 96.1440, s2.loss_bbox: 0.0149, s2.loss_mask: 0.1133, loss: 1.9563 +2025-06-18 11:52:05,210 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 2 days, 16:32:51, time: 0.834, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1475, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.3977, s0.acc: 92.5208, s0.loss_bbox: 0.2423, s0.loss_mask: 0.5114, s1.loss_cls: 0.1525, s1.acc: 94.1521, s1.loss_bbox: 0.0699, s1.loss_mask: 0.2420, s2.loss_cls: 0.0534, s2.acc: 96.0723, s2.loss_bbox: 0.0155, s2.loss_mask: 0.1141, loss: 1.9973 +2025-06-18 11:52:47,502 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 2 days, 16:29:01, time: 0.846, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1572, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3937, s0.acc: 92.6233, s0.loss_bbox: 0.2367, s0.loss_mask: 0.5105, s1.loss_cls: 0.1521, s1.acc: 94.1865, s1.loss_bbox: 0.0686, s1.loss_mask: 0.2419, s2.loss_cls: 0.0538, s2.acc: 96.0168, s2.loss_bbox: 0.0154, s2.loss_mask: 0.1142, loss: 1.9949 +2025-06-18 11:53:29,713 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 2 days, 16:25:11, time: 0.844, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1535, loss_rpn_bbox: 0.0507, s0.loss_cls: 0.3933, s0.acc: 92.3799, s0.loss_bbox: 0.2412, s0.loss_mask: 0.5093, s1.loss_cls: 0.1530, s1.acc: 93.9187, s1.loss_bbox: 0.0713, s1.loss_mask: 0.2409, s2.loss_cls: 0.0545, s2.acc: 95.7834, s2.loss_bbox: 0.0163, s2.loss_mask: 0.1133, loss: 1.9972 +2025-06-18 11:54:12,006 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 2 days, 16:21:33, time: 0.846, data_time: 0.020, memory: 19680, loss_rpn_cls: 0.1534, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3915, s0.acc: 92.3962, s0.loss_bbox: 0.2424, s0.loss_mask: 0.5011, s1.loss_cls: 0.1533, s1.acc: 93.8909, s1.loss_bbox: 0.0725, s1.loss_mask: 0.2369, s2.loss_cls: 0.0546, s2.acc: 95.7646, s2.loss_bbox: 0.0167, s2.loss_mask: 0.1115, loss: 1.9847 +2025-06-18 11:54:54,193 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 2 days, 16:17:52, time: 0.844, data_time: 0.022, memory: 19680, loss_rpn_cls: 0.1489, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3929, s0.acc: 92.5723, s0.loss_bbox: 0.2397, s0.loss_mask: 0.5049, s1.loss_cls: 0.1533, s1.acc: 94.1028, s1.loss_bbox: 0.0710, s1.loss_mask: 0.2385, s2.loss_cls: 0.0536, s2.acc: 95.9854, s2.loss_bbox: 0.0161, s2.loss_mask: 0.1116, loss: 1.9768 +2025-06-18 11:55:58,932 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 2 days, 16:43:04, time: 1.295, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1541, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.3858, s0.acc: 92.4924, s0.loss_bbox: 0.2392, s0.loss_mask: 0.5010, s1.loss_cls: 0.1523, s1.acc: 93.9365, s1.loss_bbox: 0.0718, s1.loss_mask: 0.2355, s2.loss_cls: 0.0545, s2.acc: 95.7649, s2.loss_bbox: 0.0165, s2.loss_mask: 0.1106, loss: 1.9737 +2025-06-18 11:56:41,410 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 2 days, 16:39:30, time: 0.850, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1477, loss_rpn_bbox: 0.0515, s0.loss_cls: 0.3972, s0.acc: 92.3008, s0.loss_bbox: 0.2462, s0.loss_mask: 0.5053, s1.loss_cls: 0.1537, s1.acc: 93.9153, s1.loss_bbox: 0.0721, s1.loss_mask: 0.2392, s2.loss_cls: 0.0550, s2.acc: 95.7686, s2.loss_bbox: 0.0165, s2.loss_mask: 0.1118, loss: 1.9962 +2025-06-18 11:57:23,910 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 2 days, 16:36:02, time: 0.850, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1483, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3906, s0.acc: 92.3103, s0.loss_bbox: 0.2454, s0.loss_mask: 0.4998, s1.loss_cls: 0.1547, s1.acc: 93.7495, s1.loss_bbox: 0.0751, s1.loss_mask: 0.2363, s2.loss_cls: 0.0554, s2.acc: 95.6089, s2.loss_bbox: 0.0175, s2.loss_mask: 0.1108, loss: 1.9803 +2025-06-18 11:58:06,600 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 2 days, 16:32:53, time: 0.854, data_time: 0.022, memory: 19680, loss_rpn_cls: 0.1429, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.3906, s0.acc: 92.3997, s0.loss_bbox: 0.2388, s0.loss_mask: 0.4996, s1.loss_cls: 0.1548, s1.acc: 93.7866, s1.loss_bbox: 0.0731, s1.loss_mask: 0.2351, s2.loss_cls: 0.0566, s2.acc: 95.5395, s2.loss_bbox: 0.0177, s2.loss_mask: 0.1099, loss: 1.9712 +2025-06-18 11:58:49,097 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 2 days, 16:29:34, time: 0.850, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1488, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.3926, s0.acc: 92.2261, s0.loss_bbox: 0.2461, s0.loss_mask: 0.4999, s1.loss_cls: 0.1555, s1.acc: 93.6750, s1.loss_bbox: 0.0746, s1.loss_mask: 0.2339, s2.loss_cls: 0.0564, s2.acc: 95.5325, s2.loss_bbox: 0.0178, s2.loss_mask: 0.1086, loss: 1.9845 +2025-06-18 11:59:31,508 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 2 days, 16:26:12, time: 0.848, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1498, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.3957, s0.acc: 92.3091, s0.loss_bbox: 0.2443, s0.loss_mask: 0.4926, s1.loss_cls: 0.1568, s1.acc: 93.7756, s1.loss_bbox: 0.0742, s1.loss_mask: 0.2314, s2.loss_cls: 0.0560, s2.acc: 95.6465, s2.loss_bbox: 0.0175, s2.loss_mask: 0.1081, loss: 1.9785 +2025-06-18 12:00:14,252 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 2 days, 16:23:20, time: 0.855, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1513, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.3886, s0.acc: 92.3416, s0.loss_bbox: 0.2451, s0.loss_mask: 0.4914, s1.loss_cls: 0.1531, s1.acc: 93.7563, s1.loss_bbox: 0.0745, s1.loss_mask: 0.2311, s2.loss_cls: 0.0552, s2.acc: 95.6211, s2.loss_bbox: 0.0175, s2.loss_mask: 0.1074, loss: 1.9652 +2025-06-18 12:00:56,865 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 2 days, 16:20:21, time: 0.852, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1539, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.3933, s0.acc: 92.2588, s0.loss_bbox: 0.2448, s0.loss_mask: 0.4975, s1.loss_cls: 0.1552, s1.acc: 93.7351, s1.loss_bbox: 0.0735, s1.loss_mask: 0.2344, s2.loss_cls: 0.0567, s2.acc: 95.4800, s2.loss_bbox: 0.0177, s2.loss_mask: 0.1097, loss: 1.9893 +2025-06-18 12:01:39,568 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 2 days, 16:17:33, time: 0.854, data_time: 0.020, memory: 19680, loss_rpn_cls: 0.1495, loss_rpn_bbox: 0.0511, s0.loss_cls: 0.3824, s0.acc: 92.4158, s0.loss_bbox: 0.2396, s0.loss_mask: 0.4874, s1.loss_cls: 0.1517, s1.acc: 93.8083, s1.loss_bbox: 0.0729, s1.loss_mask: 0.2300, s2.loss_cls: 0.0548, s2.acc: 95.6453, s2.loss_bbox: 0.0172, s2.loss_mask: 0.1072, loss: 1.9438 +2025-06-18 12:02:40,927 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 2 days, 16:35:47, time: 1.227, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1466, loss_rpn_bbox: 0.0499, s0.loss_cls: 0.3896, s0.acc: 92.3677, s0.loss_bbox: 0.2433, s0.loss_mask: 0.4962, s1.loss_cls: 0.1538, s1.acc: 93.7983, s1.loss_bbox: 0.0736, s1.loss_mask: 0.2337, s2.loss_cls: 0.0555, s2.acc: 95.6111, s2.loss_bbox: 0.0173, s2.loss_mask: 0.1090, loss: 1.9686 +2025-06-18 12:03:28,780 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 2 days, 16:38:32, time: 0.957, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1448, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3940, s0.acc: 92.0674, s0.loss_bbox: 0.2521, s0.loss_mask: 0.4930, s1.loss_cls: 0.1566, s1.acc: 93.4814, s1.loss_bbox: 0.0780, s1.loss_mask: 0.2313, s2.loss_cls: 0.0572, s2.acc: 95.3721, s2.loss_bbox: 0.0189, s2.loss_mask: 0.1081, loss: 1.9822 +2025-06-18 12:04:11,737 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 2 days, 16:35:48, time: 0.859, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1418, loss_rpn_bbox: 0.0485, s0.loss_cls: 0.3818, s0.acc: 92.4727, s0.loss_bbox: 0.2377, s0.loss_mask: 0.4875, s1.loss_cls: 0.1529, s1.acc: 93.7485, s1.loss_bbox: 0.0746, s1.loss_mask: 0.2292, s2.loss_cls: 0.0555, s2.acc: 95.5159, s2.loss_bbox: 0.0182, s2.loss_mask: 0.1073, loss: 1.9351 +2025-06-18 12:04:54,046 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 12:04:54,046 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 2 days, 16:32:26, time: 0.846, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1439, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.3894, s0.acc: 92.3547, s0.loss_bbox: 0.2391, s0.loss_mask: 0.4951, s1.loss_cls: 0.1559, s1.acc: 93.6611, s1.loss_bbox: 0.0740, s1.loss_mask: 0.2332, s2.loss_cls: 0.0572, s2.acc: 95.3967, s2.loss_bbox: 0.0181, s2.loss_mask: 0.1084, loss: 1.9634 +2025-06-18 12:05:36,891 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 2 days, 16:29:41, time: 0.856, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1423, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3753, s0.acc: 92.5640, s0.loss_bbox: 0.2371, s0.loss_mask: 0.4916, s1.loss_cls: 0.1497, s1.acc: 93.8169, s1.loss_bbox: 0.0738, s1.loss_mask: 0.2312, s2.loss_cls: 0.0551, s2.acc: 95.4790, s2.loss_bbox: 0.0181, s2.loss_mask: 0.1081, loss: 1.9300 +2025-06-18 12:06:19,587 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 2 days, 16:26:51, time: 0.854, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1477, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3795, s0.acc: 92.4807, s0.loss_bbox: 0.2375, s0.loss_mask: 0.4959, s1.loss_cls: 0.1509, s1.acc: 93.8000, s1.loss_bbox: 0.0727, s1.loss_mask: 0.2318, s2.loss_cls: 0.0549, s2.acc: 95.6270, s2.loss_bbox: 0.0173, s2.loss_mask: 0.1079, loss: 1.9442 +2025-06-18 12:07:02,606 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 2 days, 16:24:25, time: 0.861, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1454, loss_rpn_bbox: 0.0494, s0.loss_cls: 0.3894, s0.acc: 92.2695, s0.loss_bbox: 0.2404, s0.loss_mask: 0.4847, s1.loss_cls: 0.1581, s1.acc: 93.4855, s1.loss_bbox: 0.0757, s1.loss_mask: 0.2290, s2.loss_cls: 0.0590, s2.acc: 95.2874, s2.loss_bbox: 0.0188, s2.loss_mask: 0.1071, loss: 1.9570 +2025-06-18 12:07:44,927 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 2 days, 16:21:17, time: 0.846, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1406, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3767, s0.acc: 92.4546, s0.loss_bbox: 0.2388, s0.loss_mask: 0.4794, s1.loss_cls: 0.1506, s1.acc: 93.7241, s1.loss_bbox: 0.0747, s1.loss_mask: 0.2259, s2.loss_cls: 0.0557, s2.acc: 95.4102, s2.loss_bbox: 0.0187, s2.loss_mask: 0.1053, loss: 1.9143 +2025-06-18 12:08:27,553 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 2 days, 16:18:31, time: 0.853, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1435, loss_rpn_bbox: 0.0499, s0.loss_cls: 0.3838, s0.acc: 92.3381, s0.loss_bbox: 0.2429, s0.loss_mask: 0.4895, s1.loss_cls: 0.1530, s1.acc: 93.6699, s1.loss_bbox: 0.0757, s1.loss_mask: 0.2294, s2.loss_cls: 0.0563, s2.acc: 95.4358, s2.loss_bbox: 0.0187, s2.loss_mask: 0.1076, loss: 1.9502 +2025-06-18 12:09:24,140 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 2 days, 16:29:51, time: 1.132, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1507, loss_rpn_bbox: 0.0494, s0.loss_cls: 0.3930, s0.acc: 92.1221, s0.loss_bbox: 0.2478, s0.loss_mask: 0.4823, s1.loss_cls: 0.1575, s1.acc: 93.4296, s1.loss_bbox: 0.0776, s1.loss_mask: 0.2249, s2.loss_cls: 0.0586, s2.acc: 95.1227, s2.loss_bbox: 0.0196, s2.loss_mask: 0.1046, loss: 1.9662 +2025-06-18 12:10:14,169 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 2 days, 16:34:23, time: 1.001, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1348, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.3730, s0.acc: 92.6790, s0.loss_bbox: 0.2296, s0.loss_mask: 0.4810, s1.loss_cls: 0.1519, s1.acc: 93.7483, s1.loss_bbox: 0.0745, s1.loss_mask: 0.2283, s2.loss_cls: 0.0564, s2.acc: 95.4321, s2.loss_bbox: 0.0187, s2.loss_mask: 0.1068, loss: 1.8992 +2025-06-18 12:10:56,948 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 2 days, 16:31:40, time: 0.856, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1419, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3870, s0.acc: 92.2971, s0.loss_bbox: 0.2449, s0.loss_mask: 0.4908, s1.loss_cls: 0.1548, s1.acc: 93.6032, s1.loss_bbox: 0.0768, s1.loss_mask: 0.2305, s2.loss_cls: 0.0565, s2.acc: 95.4133, s2.loss_bbox: 0.0189, s2.loss_mask: 0.1076, loss: 1.9578 +2025-06-18 12:11:39,770 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 2 days, 16:29:02, time: 0.856, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1538, loss_rpn_bbox: 0.0494, s0.loss_cls: 0.3794, s0.acc: 92.4187, s0.loss_bbox: 0.2396, s0.loss_mask: 0.4761, s1.loss_cls: 0.1519, s1.acc: 93.7001, s1.loss_bbox: 0.0757, s1.loss_mask: 0.2233, s2.loss_cls: 0.0560, s2.acc: 95.3715, s2.loss_bbox: 0.0190, s2.loss_mask: 0.1044, loss: 1.9287 +2025-06-18 12:12:22,567 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 2 days, 16:26:25, time: 0.856, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1421, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.3776, s0.acc: 92.3879, s0.loss_bbox: 0.2370, s0.loss_mask: 0.4699, s1.loss_cls: 0.1519, s1.acc: 93.6431, s1.loss_bbox: 0.0761, s1.loss_mask: 0.2197, s2.loss_cls: 0.0565, s2.acc: 95.2986, s2.loss_bbox: 0.0194, s2.loss_mask: 0.1022, loss: 1.8988 +2025-06-18 12:13:05,169 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 2 days, 16:23:38, time: 0.851, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1446, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3594, s0.acc: 92.8220, s0.loss_bbox: 0.2269, s0.loss_mask: 0.4748, s1.loss_cls: 0.1443, s1.acc: 93.9641, s1.loss_bbox: 0.0721, s1.loss_mask: 0.2228, s2.loss_cls: 0.0539, s2.acc: 95.5168, s2.loss_bbox: 0.0184, s2.loss_mask: 0.1046, loss: 1.8725 +2025-06-18 12:13:47,831 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 2 days, 16:21:00, time: 0.854, data_time: 0.022, memory: 19680, loss_rpn_cls: 0.1336, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3616, s0.acc: 92.7231, s0.loss_bbox: 0.2298, s0.loss_mask: 0.4749, s1.loss_cls: 0.1474, s1.acc: 93.7710, s1.loss_bbox: 0.0748, s1.loss_mask: 0.2232, s2.loss_cls: 0.0552, s2.acc: 95.3455, s2.loss_bbox: 0.0194, s2.loss_mask: 0.1037, loss: 1.8709 +2025-06-18 12:14:30,544 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 2 days, 16:18:26, time: 0.854, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1470, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3677, s0.acc: 92.6343, s0.loss_bbox: 0.2301, s0.loss_mask: 0.4746, s1.loss_cls: 0.1516, s1.acc: 93.6614, s1.loss_bbox: 0.0746, s1.loss_mask: 0.2249, s2.loss_cls: 0.0570, s2.acc: 95.3025, s2.loss_bbox: 0.0189, s2.loss_mask: 0.1051, loss: 1.8998 +2025-06-18 12:15:13,183 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 2 days, 16:15:50, time: 0.853, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1381, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3773, s0.acc: 92.4233, s0.loss_bbox: 0.2375, s0.loss_mask: 0.4769, s1.loss_cls: 0.1519, s1.acc: 93.6257, s1.loss_bbox: 0.0753, s1.loss_mask: 0.2242, s2.loss_cls: 0.0567, s2.acc: 95.2847, s2.loss_bbox: 0.0193, s2.loss_mask: 0.1045, loss: 1.9090 +2025-06-18 12:16:06,556 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 2 days, 16:23:03, time: 1.067, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1469, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3858, s0.acc: 92.1296, s0.loss_bbox: 0.2473, s0.loss_mask: 0.4812, s1.loss_cls: 0.1568, s1.acc: 93.2751, s1.loss_bbox: 0.0798, s1.loss_mask: 0.2257, s2.loss_cls: 0.0583, s2.acc: 95.0354, s2.loss_bbox: 0.0203, s2.loss_mask: 0.1046, loss: 1.9559 +2025-06-18 12:17:00,675 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 2 days, 16:30:45, time: 1.082, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1403, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3503, s0.acc: 92.8208, s0.loss_bbox: 0.2239, s0.loss_mask: 0.4767, s1.loss_cls: 0.1446, s1.acc: 93.8477, s1.loss_bbox: 0.0730, s1.loss_mask: 0.2251, s2.loss_cls: 0.0545, s2.acc: 95.3940, s2.loss_bbox: 0.0188, s2.loss_mask: 0.1055, loss: 1.8603 +2025-06-18 12:17:43,823 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 2 days, 16:28:31, time: 0.863, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1453, loss_rpn_bbox: 0.0500, s0.loss_cls: 0.3694, s0.acc: 92.4277, s0.loss_bbox: 0.2366, s0.loss_mask: 0.4721, s1.loss_cls: 0.1493, s1.acc: 93.6084, s1.loss_bbox: 0.0766, s1.loss_mask: 0.2219, s2.loss_cls: 0.0567, s2.acc: 95.2205, s2.loss_bbox: 0.0199, s2.loss_mask: 0.1032, loss: 1.9009 +2025-06-18 12:18:26,743 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 2 days, 16:26:06, time: 0.858, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1453, loss_rpn_bbox: 0.0498, s0.loss_cls: 0.3657, s0.acc: 92.4985, s0.loss_bbox: 0.2322, s0.loss_mask: 0.4755, s1.loss_cls: 0.1512, s1.acc: 93.5125, s1.loss_bbox: 0.0769, s1.loss_mask: 0.2237, s2.loss_cls: 0.0566, s2.acc: 95.1418, s2.loss_bbox: 0.0199, s2.loss_mask: 0.1051, loss: 1.9020 +2025-06-18 12:19:09,885 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 2 days, 16:23:56, time: 0.863, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1461, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.3723, s0.acc: 92.1870, s0.loss_bbox: 0.2474, s0.loss_mask: 0.4758, s1.loss_cls: 0.1509, s1.acc: 93.3999, s1.loss_bbox: 0.0794, s1.loss_mask: 0.2250, s2.loss_cls: 0.0568, s2.acc: 95.0547, s2.loss_bbox: 0.0203, s2.loss_mask: 0.1056, loss: 1.9326 +2025-06-18 12:19:52,307 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 12:19:52,308 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 2 days, 16:21:08, time: 0.848, data_time: 0.019, memory: 19680, loss_rpn_cls: 0.1344, loss_rpn_bbox: 0.0455, s0.loss_cls: 0.3629, s0.acc: 92.6755, s0.loss_bbox: 0.2300, s0.loss_mask: 0.4690, s1.loss_cls: 0.1479, s1.acc: 93.7561, s1.loss_bbox: 0.0743, s1.loss_mask: 0.2190, s2.loss_cls: 0.0556, s2.acc: 95.3352, s2.loss_bbox: 0.0192, s2.loss_mask: 0.1019, loss: 1.8598 +2025-06-18 12:20:35,175 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 2 days, 16:18:49, time: 0.858, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1391, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3753, s0.acc: 92.2368, s0.loss_bbox: 0.2438, s0.loss_mask: 0.4749, s1.loss_cls: 0.1539, s1.acc: 93.3531, s1.loss_bbox: 0.0791, s1.loss_mask: 0.2224, s2.loss_cls: 0.0580, s2.acc: 95.0152, s2.loss_bbox: 0.0204, s2.loss_mask: 0.1032, loss: 1.9194 +2025-06-18 12:21:17,701 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 2 days, 16:16:12, time: 0.850, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1402, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.3715, s0.acc: 92.5029, s0.loss_bbox: 0.2331, s0.loss_mask: 0.4726, s1.loss_cls: 0.1512, s1.acc: 93.6361, s1.loss_bbox: 0.0749, s1.loss_mask: 0.2201, s2.loss_cls: 0.0575, s2.acc: 95.2082, s2.loss_bbox: 0.0194, s2.loss_mask: 0.1021, loss: 1.8898 +2025-06-18 12:22:00,659 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 2 days, 16:13:59, time: 0.859, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1434, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.3621, s0.acc: 92.4102, s0.loss_bbox: 0.2390, s0.loss_mask: 0.4721, s1.loss_cls: 0.1469, s1.acc: 93.5951, s1.loss_bbox: 0.0763, s1.loss_mask: 0.2214, s2.loss_cls: 0.0559, s2.acc: 95.2372, s2.loss_bbox: 0.0196, s2.loss_mask: 0.1034, loss: 1.8898 +2025-06-18 12:22:43,937 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 2 days, 16:12:05, time: 0.866, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1471, loss_rpn_bbox: 0.0519, s0.loss_cls: 0.3722, s0.acc: 92.3845, s0.loss_bbox: 0.2375, s0.loss_mask: 0.4731, s1.loss_cls: 0.1516, s1.acc: 93.4785, s1.loss_bbox: 0.0776, s1.loss_mask: 0.2224, s2.loss_cls: 0.0568, s2.acc: 95.1421, s2.loss_bbox: 0.0200, s2.loss_mask: 0.1041, loss: 1.9145 +2025-06-18 12:23:47,870 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 2 days, 16:27:09, time: 1.279, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1454, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.3820, s0.acc: 92.0503, s0.loss_bbox: 0.2489, s0.loss_mask: 0.4769, s1.loss_cls: 0.1551, s1.acc: 93.2441, s1.loss_bbox: 0.0800, s1.loss_mask: 0.2233, s2.loss_cls: 0.0588, s2.acc: 94.9766, s2.loss_bbox: 0.0206, s2.loss_mask: 0.1040, loss: 1.9462 +2025-06-18 12:24:31,236 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 2 days, 16:25:11, time: 0.867, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1386, loss_rpn_bbox: 0.0497, s0.loss_cls: 0.3882, s0.acc: 91.9985, s0.loss_bbox: 0.2557, s0.loss_mask: 0.4798, s1.loss_cls: 0.1575, s1.acc: 93.2568, s1.loss_bbox: 0.0811, s1.loss_mask: 0.2246, s2.loss_cls: 0.0588, s2.acc: 95.0127, s2.loss_bbox: 0.0206, s2.loss_mask: 0.1045, loss: 1.9591 +2025-06-18 12:25:14,490 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 2 days, 16:23:09, time: 0.865, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1354, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.3793, s0.acc: 92.1858, s0.loss_bbox: 0.2488, s0.loss_mask: 0.4763, s1.loss_cls: 0.1541, s1.acc: 93.3456, s1.loss_bbox: 0.0807, s1.loss_mask: 0.2223, s2.loss_cls: 0.0578, s2.acc: 95.0376, s2.loss_bbox: 0.0210, s2.loss_mask: 0.1036, loss: 1.9272 +2025-06-18 12:25:57,665 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 2 days, 16:21:05, time: 0.863, data_time: 0.020, memory: 19680, loss_rpn_cls: 0.1378, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3766, s0.acc: 92.2710, s0.loss_bbox: 0.2438, s0.loss_mask: 0.4744, s1.loss_cls: 0.1539, s1.acc: 93.4556, s1.loss_bbox: 0.0790, s1.loss_mask: 0.2208, s2.loss_cls: 0.0577, s2.acc: 95.1245, s2.loss_bbox: 0.0205, s2.loss_mask: 0.1022, loss: 1.9136 +2025-06-18 12:26:40,592 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 2 days, 16:18:51, time: 0.859, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1419, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.3699, s0.acc: 92.2913, s0.loss_bbox: 0.2388, s0.loss_mask: 0.4633, s1.loss_cls: 0.1518, s1.acc: 93.3254, s1.loss_bbox: 0.0793, s1.loss_mask: 0.2179, s2.loss_cls: 0.0576, s2.acc: 94.9529, s2.loss_bbox: 0.0210, s2.loss_mask: 0.1019, loss: 1.8920 +2025-06-18 12:27:23,650 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 2 days, 16:16:45, time: 0.861, data_time: 0.021, memory: 19680, loss_rpn_cls: 0.1390, loss_rpn_bbox: 0.0504, s0.loss_cls: 0.3651, s0.acc: 92.4470, s0.loss_bbox: 0.2391, s0.loss_mask: 0.4745, s1.loss_cls: 0.1493, s1.acc: 93.4948, s1.loss_bbox: 0.0782, s1.loss_mask: 0.2231, s2.loss_cls: 0.0561, s2.acc: 95.1359, s2.loss_bbox: 0.0205, s2.loss_mask: 0.1037, loss: 1.8991 +2025-06-18 12:28:08,127 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 2 days, 16:15:46, time: 0.890, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1420, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3766, s0.acc: 92.1235, s0.loss_bbox: 0.2454, s0.loss_mask: 0.4662, s1.loss_cls: 0.1543, s1.acc: 93.2671, s1.loss_bbox: 0.0801, s1.loss_mask: 0.2187, s2.loss_cls: 0.0581, s2.acc: 95.0055, s2.loss_bbox: 0.0206, s2.loss_mask: 0.1010, loss: 1.9124 +2025-06-18 12:28:51,676 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 2 days, 16:14:04, time: 0.871, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1425, loss_rpn_bbox: 0.0484, s0.loss_cls: 0.3742, s0.acc: 92.3171, s0.loss_bbox: 0.2403, s0.loss_mask: 0.4646, s1.loss_cls: 0.1528, s1.acc: 93.4438, s1.loss_bbox: 0.0787, s1.loss_mask: 0.2175, s2.loss_cls: 0.0590, s2.acc: 94.9583, s2.loss_bbox: 0.0210, s2.loss_mask: 0.1020, loss: 1.9009 +2025-06-18 12:29:35,151 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 2 days, 16:12:21, time: 0.870, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1478, loss_rpn_bbox: 0.0520, s0.loss_cls: 0.3868, s0.acc: 92.1475, s0.loss_bbox: 0.2456, s0.loss_mask: 0.4726, s1.loss_cls: 0.1557, s1.acc: 93.3454, s1.loss_bbox: 0.0788, s1.loss_mask: 0.2195, s2.loss_cls: 0.0586, s2.acc: 95.0256, s2.loss_bbox: 0.0203, s2.loss_mask: 0.1019, loss: 1.9396 +2025-06-18 12:30:39,029 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 2 days, 16:26:00, time: 1.277, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1399, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3738, s0.acc: 92.1904, s0.loss_bbox: 0.2461, s0.loss_mask: 0.4581, s1.loss_cls: 0.1513, s1.acc: 93.3566, s1.loss_bbox: 0.0806, s1.loss_mask: 0.2128, s2.loss_cls: 0.0579, s2.acc: 94.9297, s2.loss_bbox: 0.0214, s2.loss_mask: 0.0986, loss: 1.8892 +2025-06-18 12:31:25,486 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 2 days, 16:26:26, time: 0.930, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1413, loss_rpn_bbox: 0.0515, s0.loss_cls: 0.3714, s0.acc: 92.2534, s0.loss_bbox: 0.2409, s0.loss_mask: 0.4670, s1.loss_cls: 0.1517, s1.acc: 93.3733, s1.loss_bbox: 0.0784, s1.loss_mask: 0.2186, s2.loss_cls: 0.0577, s2.acc: 94.9681, s2.loss_bbox: 0.0207, s2.loss_mask: 0.1020, loss: 1.9012 +2025-06-18 12:32:09,258 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 2 days, 16:24:48, time: 0.875, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1484, loss_rpn_bbox: 0.0506, s0.loss_cls: 0.3825, s0.acc: 91.9993, s0.loss_bbox: 0.2490, s0.loss_mask: 0.4671, s1.loss_cls: 0.1563, s1.acc: 93.1788, s1.loss_bbox: 0.0815, s1.loss_mask: 0.2171, s2.loss_cls: 0.0598, s2.acc: 94.7962, s2.loss_bbox: 0.0217, s2.loss_mask: 0.1008, loss: 1.9348 +2025-06-18 12:32:53,108 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 2 days, 16:23:17, time: 0.877, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1324, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3714, s0.acc: 92.2720, s0.loss_bbox: 0.2409, s0.loss_mask: 0.4566, s1.loss_cls: 0.1529, s1.acc: 93.2681, s1.loss_bbox: 0.0808, s1.loss_mask: 0.2135, s2.loss_cls: 0.0586, s2.acc: 94.8256, s2.loss_bbox: 0.0221, s2.loss_mask: 0.0997, loss: 1.8756 +2025-06-18 12:33:37,613 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 2 days, 16:22:14, time: 0.890, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1500, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.3892, s0.acc: 91.8208, s0.loss_bbox: 0.2554, s0.loss_mask: 0.4664, s1.loss_cls: 0.1595, s1.acc: 92.8839, s1.loss_bbox: 0.0850, s1.loss_mask: 0.2187, s2.loss_cls: 0.0610, s2.acc: 94.5571, s2.loss_bbox: 0.0228, s2.loss_mask: 0.1015, loss: 1.9616 +2025-06-18 12:34:21,500 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 2 days, 16:20:44, time: 0.878, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1319, loss_rpn_bbox: 0.0475, s0.loss_cls: 0.3661, s0.acc: 92.2756, s0.loss_bbox: 0.2460, s0.loss_mask: 0.4685, s1.loss_cls: 0.1498, s1.acc: 93.3725, s1.loss_bbox: 0.0807, s1.loss_mask: 0.2197, s2.loss_cls: 0.0566, s2.acc: 94.9606, s2.loss_bbox: 0.0214, s2.loss_mask: 0.1020, loss: 1.8903 +2025-06-18 12:35:05,221 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 12:35:05,222 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 2 days, 16:19:09, time: 0.874, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1395, loss_rpn_bbox: 0.0482, s0.loss_cls: 0.3810, s0.acc: 92.1531, s0.loss_bbox: 0.2469, s0.loss_mask: 0.4616, s1.loss_cls: 0.1563, s1.acc: 93.2039, s1.loss_bbox: 0.0817, s1.loss_mask: 0.2167, s2.loss_cls: 0.0592, s2.acc: 94.9155, s2.loss_bbox: 0.0216, s2.loss_mask: 0.1016, loss: 1.9143 +2025-06-18 12:35:49,103 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 2 days, 16:17:40, time: 0.878, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1365, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.3687, s0.acc: 92.2590, s0.loss_bbox: 0.2409, s0.loss_mask: 0.4625, s1.loss_cls: 0.1524, s1.acc: 93.2636, s1.loss_bbox: 0.0807, s1.loss_mask: 0.2165, s2.loss_cls: 0.0586, s2.acc: 94.8210, s2.loss_bbox: 0.0216, s2.loss_mask: 0.1007, loss: 1.8857 +2025-06-18 12:36:32,274 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 2 days, 16:15:43, time: 0.863, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1288, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.3551, s0.acc: 92.4336, s0.loss_bbox: 0.2357, s0.loss_mask: 0.4540, s1.loss_cls: 0.1467, s1.acc: 93.4581, s1.loss_bbox: 0.0796, s1.loss_mask: 0.2123, s2.loss_cls: 0.0568, s2.acc: 94.9440, s2.loss_bbox: 0.0217, s2.loss_mask: 0.0993, loss: 1.8345 +2025-06-18 12:37:33,205 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 2 days, 16:26:11, time: 1.219, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1313, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.3563, s0.acc: 92.5200, s0.loss_bbox: 0.2356, s0.loss_mask: 0.4591, s1.loss_cls: 0.1460, s1.acc: 93.5580, s1.loss_bbox: 0.0786, s1.loss_mask: 0.2151, s2.loss_cls: 0.0557, s2.acc: 95.0639, s2.loss_bbox: 0.0210, s2.loss_mask: 0.1001, loss: 1.8475 +2025-06-18 12:38:19,599 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 2 days, 16:26:24, time: 0.928, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1412, loss_rpn_bbox: 0.0503, s0.loss_cls: 0.3686, s0.acc: 92.1824, s0.loss_bbox: 0.2430, s0.loss_mask: 0.4634, s1.loss_cls: 0.1524, s1.acc: 93.2255, s1.loss_bbox: 0.0806, s1.loss_mask: 0.2172, s2.loss_cls: 0.0590, s2.acc: 94.7117, s2.loss_bbox: 0.0220, s2.loss_mask: 0.1009, loss: 1.8986 +2025-06-18 12:39:03,157 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 2 days, 16:24:39, time: 0.871, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1302, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.3648, s0.acc: 92.2524, s0.loss_bbox: 0.2405, s0.loss_mask: 0.4627, s1.loss_cls: 0.1511, s1.acc: 93.2365, s1.loss_bbox: 0.0814, s1.loss_mask: 0.2168, s2.loss_cls: 0.0583, s2.acc: 94.7996, s2.loss_bbox: 0.0220, s2.loss_mask: 0.1008, loss: 1.8734 +2025-06-18 12:39:46,443 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 2 days, 16:22:42, time: 0.865, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1446, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3616, s0.acc: 92.5298, s0.loss_bbox: 0.2321, s0.loss_mask: 0.4582, s1.loss_cls: 0.1480, s1.acc: 93.5886, s1.loss_bbox: 0.0764, s1.loss_mask: 0.2135, s2.loss_cls: 0.0563, s2.acc: 95.0735, s2.loss_bbox: 0.0207, s2.loss_mask: 0.0995, loss: 1.8582 +2025-06-18 12:40:29,924 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 2 days, 16:20:58, time: 0.870, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1400, loss_rpn_bbox: 0.0485, s0.loss_cls: 0.3686, s0.acc: 92.2749, s0.loss_bbox: 0.2397, s0.loss_mask: 0.4587, s1.loss_cls: 0.1526, s1.acc: 93.2533, s1.loss_bbox: 0.0807, s1.loss_mask: 0.2142, s2.loss_cls: 0.0589, s2.acc: 94.7547, s2.loss_bbox: 0.0222, s2.loss_mask: 0.0998, loss: 1.8839 +2025-06-18 12:41:13,056 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 2 days, 16:18:58, time: 0.863, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1290, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.3551, s0.acc: 92.5491, s0.loss_bbox: 0.2312, s0.loss_mask: 0.4681, s1.loss_cls: 0.1471, s1.acc: 93.5847, s1.loss_bbox: 0.0770, s1.loss_mask: 0.2186, s2.loss_cls: 0.0561, s2.acc: 95.1218, s2.loss_bbox: 0.0205, s2.loss_mask: 0.1012, loss: 1.8488 +2025-06-18 12:41:56,664 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 2 days, 16:17:19, time: 0.872, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1379, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3521, s0.acc: 92.4631, s0.loss_bbox: 0.2352, s0.loss_mask: 0.4501, s1.loss_cls: 0.1449, s1.acc: 93.4919, s1.loss_bbox: 0.0789, s1.loss_mask: 0.2099, s2.loss_cls: 0.0554, s2.acc: 95.0504, s2.loss_bbox: 0.0212, s2.loss_mask: 0.0976, loss: 1.8276 +2025-06-18 12:42:40,475 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 2 days, 16:15:49, time: 0.876, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1378, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3701, s0.acc: 92.2007, s0.loss_bbox: 0.2435, s0.loss_mask: 0.4574, s1.loss_cls: 0.1525, s1.acc: 93.2757, s1.loss_bbox: 0.0804, s1.loss_mask: 0.2157, s2.loss_cls: 0.0588, s2.acc: 94.8176, s2.loss_bbox: 0.0217, s2.loss_mask: 0.1002, loss: 1.8864 +2025-06-18 12:43:23,762 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 2 days, 16:13:59, time: 0.866, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1304, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.3483, s0.acc: 92.6628, s0.loss_bbox: 0.2294, s0.loss_mask: 0.4582, s1.loss_cls: 0.1445, s1.acc: 93.5441, s1.loss_bbox: 0.0782, s1.loss_mask: 0.2141, s2.loss_cls: 0.0556, s2.acc: 95.0094, s2.loss_bbox: 0.0211, s2.loss_mask: 0.0995, loss: 1.8238 +2025-06-18 12:44:23,703 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 2 days, 16:22:59, time: 1.199, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1316, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.3618, s0.acc: 92.3408, s0.loss_bbox: 0.2413, s0.loss_mask: 0.4599, s1.loss_cls: 0.1490, s1.acc: 93.3449, s1.loss_bbox: 0.0809, s1.loss_mask: 0.2151, s2.loss_cls: 0.0570, s2.acc: 94.8870, s2.loss_bbox: 0.0217, s2.loss_mask: 0.1001, loss: 1.8644 +2025-06-18 12:45:12,276 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 2 days, 16:24:31, time: 0.971, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1353, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3695, s0.acc: 92.1702, s0.loss_bbox: 0.2437, s0.loss_mask: 0.4602, s1.loss_cls: 0.1539, s1.acc: 93.1411, s1.loss_bbox: 0.0829, s1.loss_mask: 0.2156, s2.loss_cls: 0.0592, s2.acc: 94.6931, s2.loss_bbox: 0.0227, s2.loss_mask: 0.1001, loss: 1.8904 +2025-06-18 12:45:56,169 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 2 days, 16:23:00, time: 0.878, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1333, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3628, s0.acc: 92.3318, s0.loss_bbox: 0.2404, s0.loss_mask: 0.4613, s1.loss_cls: 0.1487, s1.acc: 93.3908, s1.loss_bbox: 0.0796, s1.loss_mask: 0.2162, s2.loss_cls: 0.0569, s2.acc: 94.9393, s2.loss_bbox: 0.0216, s2.loss_mask: 0.1007, loss: 1.8682 +2025-06-18 12:46:40,640 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 2 days, 16:21:52, time: 0.889, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1472, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.3768, s0.acc: 91.9578, s0.loss_bbox: 0.2500, s0.loss_mask: 0.4555, s1.loss_cls: 0.1569, s1.acc: 92.9434, s1.loss_bbox: 0.0856, s1.loss_mask: 0.2126, s2.loss_cls: 0.0608, s2.acc: 94.4780, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0988, loss: 1.9182 +2025-06-18 12:47:25,159 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 2 days, 16:20:48, time: 0.891, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1380, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.3800, s0.acc: 91.9641, s0.loss_bbox: 0.2527, s0.loss_mask: 0.4629, s1.loss_cls: 0.1567, s1.acc: 93.1316, s1.loss_bbox: 0.0836, s1.loss_mask: 0.2157, s2.loss_cls: 0.0607, s2.acc: 94.6865, s2.loss_bbox: 0.0226, s2.loss_mask: 0.0999, loss: 1.9237 +2025-06-18 12:48:09,746 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 2 days, 16:19:44, time: 0.891, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1381, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3708, s0.acc: 92.0103, s0.loss_bbox: 0.2535, s0.loss_mask: 0.4539, s1.loss_cls: 0.1545, s1.acc: 92.9004, s1.loss_bbox: 0.0864, s1.loss_mask: 0.2123, s2.loss_cls: 0.0596, s2.acc: 94.5229, s2.loss_bbox: 0.0233, s2.loss_mask: 0.0983, loss: 1.9002 +2025-06-18 12:48:53,576 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 2 days, 16:18:14, time: 0.877, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1365, loss_rpn_bbox: 0.0506, s0.loss_cls: 0.3526, s0.acc: 92.4897, s0.loss_bbox: 0.2311, s0.loss_mask: 0.4519, s1.loss_cls: 0.1465, s1.acc: 93.4015, s1.loss_bbox: 0.0788, s1.loss_mask: 0.2106, s2.loss_cls: 0.0572, s2.acc: 94.8164, s2.loss_bbox: 0.0219, s2.loss_mask: 0.0986, loss: 1.8362 +2025-06-18 12:49:37,626 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 2 days, 16:16:53, time: 0.881, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1300, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.3642, s0.acc: 92.1697, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4538, s1.loss_cls: 0.1500, s1.acc: 93.2378, s1.loss_bbox: 0.0840, s1.loss_mask: 0.2120, s2.loss_cls: 0.0585, s2.acc: 94.7045, s2.loss_bbox: 0.0229, s2.loss_mask: 0.0995, loss: 1.8682 +2025-06-18 12:50:21,310 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 12:50:21,311 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 2 days, 16:15:18, time: 0.874, data_time: 0.020, memory: 19680, loss_rpn_cls: 0.1348, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3578, s0.acc: 92.2805, s0.loss_bbox: 0.2424, s0.loss_mask: 0.4547, s1.loss_cls: 0.1482, s1.acc: 93.2652, s1.loss_bbox: 0.0819, s1.loss_mask: 0.2141, s2.loss_cls: 0.0568, s2.acc: 94.8497, s2.loss_bbox: 0.0222, s2.loss_mask: 0.0993, loss: 1.8596 +2025-06-18 12:51:18,879 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 2 days, 16:22:10, time: 1.151, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1324, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3657, s0.acc: 92.1965, s0.loss_bbox: 0.2436, s0.loss_mask: 0.4616, s1.loss_cls: 0.1499, s1.acc: 93.2632, s1.loss_bbox: 0.0812, s1.loss_mask: 0.2152, s2.loss_cls: 0.0578, s2.acc: 94.8209, s2.loss_bbox: 0.0222, s2.loss_mask: 0.0997, loss: 1.8763 +2025-06-18 12:52:11,875 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 2 days, 16:26:10, time: 1.060, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1312, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.3654, s0.acc: 92.2085, s0.loss_bbox: 0.2432, s0.loss_mask: 0.4501, s1.loss_cls: 0.1516, s1.acc: 93.1868, s1.loss_bbox: 0.0825, s1.loss_mask: 0.2118, s2.loss_cls: 0.0581, s2.acc: 94.7285, s2.loss_bbox: 0.0222, s2.loss_mask: 0.0986, loss: 1.8606 +2025-06-18 12:52:55,758 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 2 days, 16:24:38, time: 0.878, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1341, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.3631, s0.acc: 92.0886, s0.loss_bbox: 0.2476, s0.loss_mask: 0.4595, s1.loss_cls: 0.1501, s1.acc: 93.1442, s1.loss_bbox: 0.0828, s1.loss_mask: 0.2156, s2.loss_cls: 0.0585, s2.acc: 94.6852, s2.loss_bbox: 0.0226, s2.loss_mask: 0.1006, loss: 1.8818 +2025-06-18 12:53:39,055 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 2 days, 16:22:47, time: 0.866, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1343, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3578, s0.acc: 92.4312, s0.loss_bbox: 0.2382, s0.loss_mask: 0.4565, s1.loss_cls: 0.1473, s1.acc: 93.4431, s1.loss_bbox: 0.0803, s1.loss_mask: 0.2139, s2.loss_cls: 0.0570, s2.acc: 94.9045, s2.loss_bbox: 0.0221, s2.loss_mask: 0.0996, loss: 1.8533 +2025-06-18 12:54:21,982 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 2 days, 16:20:43, time: 0.859, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1358, loss_rpn_bbox: 0.0451, s0.loss_cls: 0.3468, s0.acc: 92.6704, s0.loss_bbox: 0.2298, s0.loss_mask: 0.4607, s1.loss_cls: 0.1436, s1.acc: 93.5979, s1.loss_bbox: 0.0775, s1.loss_mask: 0.2146, s2.loss_cls: 0.0556, s2.acc: 94.9841, s2.loss_bbox: 0.0211, s2.loss_mask: 0.0998, loss: 1.8303 +2025-06-18 12:55:06,007 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 2 days, 16:19:19, time: 0.881, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1337, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3678, s0.acc: 92.0728, s0.loss_bbox: 0.2497, s0.loss_mask: 0.4562, s1.loss_cls: 0.1546, s1.acc: 92.9616, s1.loss_bbox: 0.0857, s1.loss_mask: 0.2144, s2.loss_cls: 0.0607, s2.acc: 94.4913, s2.loss_bbox: 0.0238, s2.loss_mask: 0.1003, loss: 1.8957 +2025-06-18 12:55:43,437 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-18 12:59:26,620 - mmdet - INFO - Evaluating bbox... +2025-06-18 13:00:04,630 - mmdet - INFO - Evaluating segm... +2025-06-18 13:00:42,332 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 13:00:42,332 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.0510, bbox_mAP_50: 0.0880, bbox_mAP_75: 0.0510, bbox_mAP_s: 0.0370, bbox_mAP_m: 0.0590, bbox_mAP_l: 0.0590, bbox_mAP_copypaste: 0.051 0.088 0.051 0.037 0.059 0.059, segm_mAP: 0.0450, segm_mAP_50: 0.0820, segm_mAP_75: 0.0430, segm_mAP_s: 0.0290, segm_mAP_m: 0.0550, segm_mAP_l: 0.0530, segm_mAP_copypaste: 0.045 0.082 0.043 0.029 0.055 0.053 +2025-06-18 13:02:46,437 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 2 days, 16:48:10, time: 2.481, data_time: 1.553, memory: 19680, loss_rpn_cls: 0.1321, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3735, s0.acc: 92.0747, s0.loss_bbox: 0.2461, s0.loss_mask: 0.4575, s1.loss_cls: 0.1551, s1.acc: 93.0625, s1.loss_bbox: 0.0840, s1.loss_mask: 0.2132, s2.loss_cls: 0.0599, s2.acc: 94.6223, s2.loss_bbox: 0.0230, s2.loss_mask: 0.0988, loss: 1.8904 +2025-06-18 13:03:49,394 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 2 days, 16:57:28, time: 1.259, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1325, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.3580, s0.acc: 92.3049, s0.loss_bbox: 0.2410, s0.loss_mask: 0.4444, s1.loss_cls: 0.1478, s1.acc: 93.2958, s1.loss_bbox: 0.0826, s1.loss_mask: 0.2073, s2.loss_cls: 0.0577, s2.acc: 94.6905, s2.loss_bbox: 0.0229, s2.loss_mask: 0.0959, loss: 1.8374 +2025-06-18 13:04:41,651 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 2 days, 17:00:30, time: 1.045, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1405, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.3636, s0.acc: 92.1287, s0.loss_bbox: 0.2506, s0.loss_mask: 0.4544, s1.loss_cls: 0.1505, s1.acc: 93.1006, s1.loss_bbox: 0.0845, s1.loss_mask: 0.2117, s2.loss_cls: 0.0583, s2.acc: 94.6186, s2.loss_bbox: 0.0231, s2.loss_mask: 0.0978, loss: 1.8836 +2025-06-18 13:05:27,561 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 2 days, 16:59:54, time: 0.918, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1326, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.3826, s0.acc: 91.7900, s0.loss_bbox: 0.2594, s0.loss_mask: 0.4481, s1.loss_cls: 0.1584, s1.acc: 92.7979, s1.loss_bbox: 0.0890, s1.loss_mask: 0.2100, s2.loss_cls: 0.0616, s2.acc: 94.3355, s2.loss_bbox: 0.0246, s2.loss_mask: 0.0979, loss: 1.9150 +2025-06-18 13:06:13,389 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 2 days, 16:59:14, time: 0.916, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1368, loss_rpn_bbox: 0.0490, s0.loss_cls: 0.3554, s0.acc: 92.3545, s0.loss_bbox: 0.2400, s0.loss_mask: 0.4536, s1.loss_cls: 0.1472, s1.acc: 93.3435, s1.loss_bbox: 0.0824, s1.loss_mask: 0.2115, s2.loss_cls: 0.0571, s2.acc: 94.8124, s2.loss_bbox: 0.0229, s2.loss_mask: 0.0988, loss: 1.8545 +2025-06-18 13:06:58,410 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 2 days, 16:58:08, time: 0.901, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1381, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3568, s0.acc: 92.3406, s0.loss_bbox: 0.2391, s0.loss_mask: 0.4474, s1.loss_cls: 0.1475, s1.acc: 93.2527, s1.loss_bbox: 0.0819, s1.loss_mask: 0.2094, s2.loss_cls: 0.0569, s2.acc: 94.7004, s2.loss_bbox: 0.0228, s2.loss_mask: 0.0975, loss: 1.8469 +2025-06-18 13:07:44,157 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 2 days, 16:57:26, time: 0.915, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1335, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3693, s0.acc: 91.9688, s0.loss_bbox: 0.2530, s0.loss_mask: 0.4543, s1.loss_cls: 0.1534, s1.acc: 93.0049, s1.loss_bbox: 0.0872, s1.loss_mask: 0.2126, s2.loss_cls: 0.0601, s2.acc: 94.4783, s2.loss_bbox: 0.0244, s2.loss_mask: 0.0988, loss: 1.8940 +2025-06-18 13:08:28,453 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 2 days, 16:55:55, time: 0.885, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1296, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3587, s0.acc: 92.4583, s0.loss_bbox: 0.2393, s0.loss_mask: 0.4598, s1.loss_cls: 0.1468, s1.acc: 93.4938, s1.loss_bbox: 0.0797, s1.loss_mask: 0.2143, s2.loss_cls: 0.0560, s2.acc: 94.9832, s2.loss_bbox: 0.0216, s2.loss_mask: 0.0995, loss: 1.8517 +2025-06-18 13:09:13,408 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 2 days, 16:54:48, time: 0.900, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1354, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.3727, s0.acc: 92.0237, s0.loss_bbox: 0.2519, s0.loss_mask: 0.4527, s1.loss_cls: 0.1524, s1.acc: 93.0163, s1.loss_bbox: 0.0853, s1.loss_mask: 0.2115, s2.loss_cls: 0.0590, s2.acc: 94.5765, s2.loss_bbox: 0.0236, s2.loss_mask: 0.0983, loss: 1.8906 +2025-06-18 13:09:58,370 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 2 days, 16:53:41, time: 0.899, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1309, loss_rpn_bbox: 0.0451, s0.loss_cls: 0.3681, s0.acc: 92.2217, s0.loss_bbox: 0.2426, s0.loss_mask: 0.4547, s1.loss_cls: 0.1512, s1.acc: 93.2027, s1.loss_bbox: 0.0825, s1.loss_mask: 0.2121, s2.loss_cls: 0.0584, s2.acc: 94.6803, s2.loss_bbox: 0.0228, s2.loss_mask: 0.0982, loss: 1.8665 +2025-06-18 13:10:56,073 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 2 days, 16:59:27, time: 1.154, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1340, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3564, s0.acc: 92.2771, s0.loss_bbox: 0.2401, s0.loss_mask: 0.4502, s1.loss_cls: 0.1480, s1.acc: 93.2277, s1.loss_bbox: 0.0826, s1.loss_mask: 0.2102, s2.loss_cls: 0.0579, s2.acc: 94.6818, s2.loss_bbox: 0.0231, s2.loss_mask: 0.0980, loss: 1.8465 +2025-06-18 13:11:49,531 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 2 days, 17:02:52, time: 1.069, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1381, loss_rpn_bbox: 0.0492, s0.loss_cls: 0.3585, s0.acc: 92.1704, s0.loss_bbox: 0.2450, s0.loss_mask: 0.4408, s1.loss_cls: 0.1480, s1.acc: 93.1790, s1.loss_bbox: 0.0844, s1.loss_mask: 0.2050, s2.loss_cls: 0.0573, s2.acc: 94.6398, s2.loss_bbox: 0.0235, s2.loss_mask: 0.0951, loss: 1.8450 +2025-06-18 13:12:34,066 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 2 days, 17:01:28, time: 0.891, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1287, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.3623, s0.acc: 92.1279, s0.loss_bbox: 0.2482, s0.loss_mask: 0.4589, s1.loss_cls: 0.1507, s1.acc: 93.0350, s1.loss_bbox: 0.0855, s1.loss_mask: 0.2138, s2.loss_cls: 0.0586, s2.acc: 94.5844, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0992, loss: 1.8763 +2025-06-18 13:13:18,221 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 2 days, 16:59:52, time: 0.883, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1279, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.3580, s0.acc: 92.3022, s0.loss_bbox: 0.2435, s0.loss_mask: 0.4551, s1.loss_cls: 0.1470, s1.acc: 93.3258, s1.loss_bbox: 0.0824, s1.loss_mask: 0.2133, s2.loss_cls: 0.0566, s2.acc: 94.7947, s2.loss_bbox: 0.0226, s2.loss_mask: 0.0994, loss: 1.8519 +2025-06-18 13:14:02,854 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 2 days, 16:58:31, time: 0.893, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1290, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3503, s0.acc: 92.3813, s0.loss_bbox: 0.2414, s0.loss_mask: 0.4517, s1.loss_cls: 0.1454, s1.acc: 93.3040, s1.loss_bbox: 0.0836, s1.loss_mask: 0.2117, s2.loss_cls: 0.0570, s2.acc: 94.7142, s2.loss_bbox: 0.0235, s2.loss_mask: 0.0981, loss: 1.8362 +2025-06-18 13:14:47,538 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 2 days, 16:57:13, time: 0.894, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1389, loss_rpn_bbox: 0.0482, s0.loss_cls: 0.3590, s0.acc: 92.2437, s0.loss_bbox: 0.2438, s0.loss_mask: 0.4466, s1.loss_cls: 0.1504, s1.acc: 93.1803, s1.loss_bbox: 0.0841, s1.loss_mask: 0.2071, s2.loss_cls: 0.0587, s2.acc: 94.5838, s2.loss_bbox: 0.0234, s2.loss_mask: 0.0959, loss: 1.8560 +2025-06-18 13:15:31,832 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 2 days, 16:55:42, time: 0.886, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1320, loss_rpn_bbox: 0.0484, s0.loss_cls: 0.3508, s0.acc: 92.3364, s0.loss_bbox: 0.2409, s0.loss_mask: 0.4429, s1.loss_cls: 0.1485, s1.acc: 93.1488, s1.loss_bbox: 0.0843, s1.loss_mask: 0.2058, s2.loss_cls: 0.0584, s2.acc: 94.5480, s2.loss_bbox: 0.0237, s2.loss_mask: 0.0955, loss: 1.8312 +2025-06-18 13:16:16,214 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 2 days, 16:54:16, time: 0.888, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1289, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3551, s0.acc: 92.2576, s0.loss_bbox: 0.2457, s0.loss_mask: 0.4449, s1.loss_cls: 0.1474, s1.acc: 93.2325, s1.loss_bbox: 0.0844, s1.loss_mask: 0.2069, s2.loss_cls: 0.0572, s2.acc: 94.6986, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0964, loss: 1.8374 +2025-06-18 13:17:00,937 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 2 days, 16:53:00, time: 0.894, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1316, loss_rpn_bbox: 0.0478, s0.loss_cls: 0.3585, s0.acc: 92.1980, s0.loss_bbox: 0.2454, s0.loss_mask: 0.4350, s1.loss_cls: 0.1475, s1.acc: 93.1371, s1.loss_bbox: 0.0843, s1.loss_mask: 0.2015, s2.loss_cls: 0.0579, s2.acc: 94.5539, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0931, loss: 1.8265 +2025-06-18 13:17:53,151 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 2 days, 16:55:34, time: 1.044, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1312, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3379, s0.acc: 92.6155, s0.loss_bbox: 0.2313, s0.loss_mask: 0.4443, s1.loss_cls: 0.1418, s1.acc: 93.4662, s1.loss_bbox: 0.0810, s1.loss_mask: 0.2086, s2.loss_cls: 0.0563, s2.acc: 94.8063, s2.loss_bbox: 0.0232, s2.loss_mask: 0.0972, loss: 1.8000 +2025-06-18 13:18:50,732 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 2 days, 17:00:50, time: 1.152, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1360, loss_rpn_bbox: 0.0475, s0.loss_cls: 0.3708, s0.acc: 91.9392, s0.loss_bbox: 0.2522, s0.loss_mask: 0.4457, s1.loss_cls: 0.1561, s1.acc: 92.8671, s1.loss_bbox: 0.0866, s1.loss_mask: 0.2092, s2.loss_cls: 0.0605, s2.acc: 94.4511, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0970, loss: 1.8855 +2025-06-18 13:19:34,885 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 2 days, 16:59:14, time: 0.883, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1244, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3573, s0.acc: 92.2671, s0.loss_bbox: 0.2431, s0.loss_mask: 0.4453, s1.loss_cls: 0.1488, s1.acc: 93.1290, s1.loss_bbox: 0.0843, s1.loss_mask: 0.2081, s2.loss_cls: 0.0579, s2.acc: 94.5876, s2.loss_bbox: 0.0235, s2.loss_mask: 0.0965, loss: 1.8329 +2025-06-18 13:20:18,478 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 2 days, 16:57:22, time: 0.872, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1274, loss_rpn_bbox: 0.0457, s0.loss_cls: 0.3390, s0.acc: 92.6501, s0.loss_bbox: 0.2305, s0.loss_mask: 0.4483, s1.loss_cls: 0.1413, s1.acc: 93.5006, s1.loss_bbox: 0.0804, s1.loss_mask: 0.2097, s2.loss_cls: 0.0555, s2.acc: 94.8077, s2.loss_bbox: 0.0228, s2.loss_mask: 0.0976, loss: 1.7982 +2025-06-18 13:21:02,288 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 2 days, 16:55:37, time: 0.876, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1321, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3602, s0.acc: 92.2593, s0.loss_bbox: 0.2439, s0.loss_mask: 0.4422, s1.loss_cls: 0.1490, s1.acc: 93.2268, s1.loss_bbox: 0.0832, s1.loss_mask: 0.2071, s2.loss_cls: 0.0577, s2.acc: 94.6745, s2.loss_bbox: 0.0232, s2.loss_mask: 0.0961, loss: 1.8415 +2025-06-18 13:21:46,615 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 2 days, 16:54:08, time: 0.887, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1359, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.3728, s0.acc: 91.9146, s0.loss_bbox: 0.2566, s0.loss_mask: 0.4506, s1.loss_cls: 0.1546, s1.acc: 92.9415, s1.loss_bbox: 0.0879, s1.loss_mask: 0.2108, s2.loss_cls: 0.0606, s2.acc: 94.3866, s2.loss_bbox: 0.0245, s2.loss_mask: 0.0976, loss: 1.9004 +2025-06-18 13:22:30,951 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 2 days, 16:52:41, time: 0.887, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1271, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.3633, s0.acc: 92.0955, s0.loss_bbox: 0.2498, s0.loss_mask: 0.4439, s1.loss_cls: 0.1510, s1.acc: 93.0309, s1.loss_bbox: 0.0859, s1.loss_mask: 0.2074, s2.loss_cls: 0.0595, s2.acc: 94.4626, s2.loss_bbox: 0.0241, s2.loss_mask: 0.0962, loss: 1.8548 +2025-06-18 13:23:15,662 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 2 days, 16:51:23, time: 0.894, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1318, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3553, s0.acc: 92.3069, s0.loss_bbox: 0.2431, s0.loss_mask: 0.4399, s1.loss_cls: 0.1470, s1.acc: 93.2587, s1.loss_bbox: 0.0839, s1.loss_mask: 0.2046, s2.loss_cls: 0.0580, s2.acc: 94.6284, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0951, loss: 1.8312 +2025-06-18 13:24:00,097 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 2 days, 16:50:00, time: 0.889, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1273, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.3659, s0.acc: 92.1345, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4460, s1.loss_cls: 0.1517, s1.acc: 93.1055, s1.loss_bbox: 0.0842, s1.loss_mask: 0.2056, s2.loss_cls: 0.0586, s2.acc: 94.6598, s2.loss_bbox: 0.0236, s2.loss_mask: 0.0952, loss: 1.8499 +2025-06-18 13:24:46,772 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 2 days, 16:49:41, time: 0.933, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1360, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.3592, s0.acc: 92.1326, s0.loss_bbox: 0.2466, s0.loss_mask: 0.4471, s1.loss_cls: 0.1504, s1.acc: 93.0773, s1.loss_bbox: 0.0850, s1.loss_mask: 0.2081, s2.loss_cls: 0.0590, s2.acc: 94.5272, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0958, loss: 1.8590 +2025-06-18 13:25:49,605 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 2 days, 16:57:09, time: 1.257, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1350, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.3754, s0.acc: 91.7014, s0.loss_bbox: 0.2620, s0.loss_mask: 0.4480, s1.loss_cls: 0.1560, s1.acc: 92.6963, s1.loss_bbox: 0.0893, s1.loss_mask: 0.2083, s2.loss_cls: 0.0615, s2.acc: 94.2405, s2.loss_bbox: 0.0250, s2.loss_mask: 0.0971, loss: 1.9074 +2025-06-18 13:26:33,560 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 2 days, 16:55:29, time: 0.879, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1258, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3520, s0.acc: 92.3247, s0.loss_bbox: 0.2394, s0.loss_mask: 0.4481, s1.loss_cls: 0.1491, s1.acc: 93.2105, s1.loss_bbox: 0.0832, s1.loss_mask: 0.2089, s2.loss_cls: 0.0593, s2.acc: 94.5947, s2.loss_bbox: 0.0237, s2.loss_mask: 0.0968, loss: 1.8325 +2025-06-18 13:27:17,591 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 2 days, 16:53:52, time: 0.881, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1272, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3518, s0.acc: 92.3110, s0.loss_bbox: 0.2411, s0.loss_mask: 0.4417, s1.loss_cls: 0.1463, s1.acc: 93.2376, s1.loss_bbox: 0.0840, s1.loss_mask: 0.2042, s2.loss_cls: 0.0575, s2.acc: 94.6202, s2.loss_bbox: 0.0240, s2.loss_mask: 0.0945, loss: 1.8177 +2025-06-18 13:28:02,104 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 2 days, 16:52:29, time: 0.890, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1258, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3525, s0.acc: 92.3718, s0.loss_bbox: 0.2415, s0.loss_mask: 0.4377, s1.loss_cls: 0.1478, s1.acc: 93.1457, s1.loss_bbox: 0.0848, s1.loss_mask: 0.2034, s2.loss_cls: 0.0581, s2.acc: 94.5283, s2.loss_bbox: 0.0245, s2.loss_mask: 0.0939, loss: 1.8153 +2025-06-18 13:28:46,260 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 2 days, 16:50:57, time: 0.883, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1322, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.3486, s0.acc: 92.3721, s0.loss_bbox: 0.2405, s0.loss_mask: 0.4412, s1.loss_cls: 0.1459, s1.acc: 93.2651, s1.loss_bbox: 0.0843, s1.loss_mask: 0.2052, s2.loss_cls: 0.0576, s2.acc: 94.6250, s2.loss_bbox: 0.0241, s2.loss_mask: 0.0949, loss: 1.8209 +2025-06-18 13:29:30,623 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 2 days, 16:49:31, time: 0.887, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1285, loss_rpn_bbox: 0.0458, s0.loss_cls: 0.3622, s0.acc: 92.0205, s0.loss_bbox: 0.2519, s0.loss_mask: 0.4457, s1.loss_cls: 0.1528, s1.acc: 92.9865, s1.loss_bbox: 0.0874, s1.loss_mask: 0.2070, s2.loss_cls: 0.0596, s2.acc: 94.4589, s2.loss_bbox: 0.0245, s2.loss_mask: 0.0958, loss: 1.8612 +2025-06-18 13:30:15,221 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 2 days, 16:48:11, time: 0.892, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1344, loss_rpn_bbox: 0.0478, s0.loss_cls: 0.3730, s0.acc: 91.8350, s0.loss_bbox: 0.2538, s0.loss_mask: 0.4492, s1.loss_cls: 0.1564, s1.acc: 92.7341, s1.loss_bbox: 0.0889, s1.loss_mask: 0.2100, s2.loss_cls: 0.0615, s2.acc: 94.2250, s2.loss_bbox: 0.0250, s2.loss_mask: 0.0977, loss: 1.8978 +2025-06-18 13:30:58,823 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 2 days, 16:46:25, time: 0.872, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1260, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.3482, s0.acc: 92.4983, s0.loss_bbox: 0.2341, s0.loss_mask: 0.4443, s1.loss_cls: 0.1464, s1.acc: 93.3738, s1.loss_bbox: 0.0812, s1.loss_mask: 0.2064, s2.loss_cls: 0.0575, s2.acc: 94.7102, s2.loss_bbox: 0.0230, s2.loss_mask: 0.0961, loss: 1.8076 +2025-06-18 13:31:45,994 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 2 days, 16:46:17, time: 0.943, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1308, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3508, s0.acc: 92.3027, s0.loss_bbox: 0.2420, s0.loss_mask: 0.4418, s1.loss_cls: 0.1461, s1.acc: 93.1614, s1.loss_bbox: 0.0838, s1.loss_mask: 0.2073, s2.loss_cls: 0.0573, s2.acc: 94.6061, s2.loss_bbox: 0.0235, s2.loss_mask: 0.0970, loss: 1.8285 +2025-06-18 13:32:43,411 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 2 days, 16:50:51, time: 1.148, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1335, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.3573, s0.acc: 92.2742, s0.loss_bbox: 0.2416, s0.loss_mask: 0.4493, s1.loss_cls: 0.1490, s1.acc: 93.1575, s1.loss_bbox: 0.0839, s1.loss_mask: 0.2107, s2.loss_cls: 0.0589, s2.acc: 94.5364, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0979, loss: 1.8502 +2025-06-18 13:33:30,452 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 2 days, 16:50:38, time: 0.941, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1306, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3672, s0.acc: 91.9453, s0.loss_bbox: 0.2524, s0.loss_mask: 0.4506, s1.loss_cls: 0.1528, s1.acc: 92.9384, s1.loss_bbox: 0.0876, s1.loss_mask: 0.2101, s2.loss_cls: 0.0598, s2.acc: 94.4025, s2.loss_bbox: 0.0247, s2.loss_mask: 0.0972, loss: 1.8798 +2025-06-18 13:34:14,627 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 2 days, 16:49:06, time: 0.883, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1239, loss_rpn_bbox: 0.0458, s0.loss_cls: 0.3572, s0.acc: 92.1577, s0.loss_bbox: 0.2445, s0.loss_mask: 0.4442, s1.loss_cls: 0.1498, s1.acc: 93.0316, s1.loss_bbox: 0.0852, s1.loss_mask: 0.2062, s2.loss_cls: 0.0590, s2.acc: 94.5141, s2.loss_bbox: 0.0240, s2.loss_mask: 0.0958, loss: 1.8357 +2025-06-18 13:34:59,033 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 2 days, 16:47:42, time: 0.888, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1280, loss_rpn_bbox: 0.0519, s0.loss_cls: 0.3613, s0.acc: 92.0430, s0.loss_bbox: 0.2523, s0.loss_mask: 0.4487, s1.loss_cls: 0.1511, s1.acc: 92.9433, s1.loss_bbox: 0.0874, s1.loss_mask: 0.2089, s2.loss_cls: 0.0601, s2.acc: 94.3318, s2.loss_bbox: 0.0249, s2.loss_mask: 0.0970, loss: 1.8717 +2025-06-18 13:35:43,225 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 2 days, 16:46:11, time: 0.884, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1321, loss_rpn_bbox: 0.0482, s0.loss_cls: 0.3527, s0.acc: 92.2451, s0.loss_bbox: 0.2446, s0.loss_mask: 0.4443, s1.loss_cls: 0.1458, s1.acc: 93.2075, s1.loss_bbox: 0.0837, s1.loss_mask: 0.2070, s2.loss_cls: 0.0579, s2.acc: 94.5556, s2.loss_bbox: 0.0237, s2.loss_mask: 0.0963, loss: 1.8363 +2025-06-18 13:36:27,421 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 2 days, 16:44:42, time: 0.884, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1232, loss_rpn_bbox: 0.0441, s0.loss_cls: 0.3511, s0.acc: 92.2268, s0.loss_bbox: 0.2444, s0.loss_mask: 0.4467, s1.loss_cls: 0.1472, s1.acc: 93.1284, s1.loss_bbox: 0.0851, s1.loss_mask: 0.2077, s2.loss_cls: 0.0576, s2.acc: 94.6216, s2.loss_bbox: 0.0238, s2.loss_mask: 0.0966, loss: 1.8275 +2025-06-18 13:37:11,940 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 2 days, 16:43:22, time: 0.890, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1326, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.3615, s0.acc: 92.0352, s0.loss_bbox: 0.2515, s0.loss_mask: 0.4380, s1.loss_cls: 0.1507, s1.acc: 92.9441, s1.loss_bbox: 0.0878, s1.loss_mask: 0.2048, s2.loss_cls: 0.0594, s2.acc: 94.3790, s2.loss_bbox: 0.0246, s2.loss_mask: 0.0949, loss: 1.8533 +2025-06-18 13:37:56,959 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 2 days, 16:42:15, time: 0.900, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1356, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3608, s0.acc: 92.0229, s0.loss_bbox: 0.2517, s0.loss_mask: 0.4439, s1.loss_cls: 0.1524, s1.acc: 92.8810, s1.loss_bbox: 0.0882, s1.loss_mask: 0.2053, s2.loss_cls: 0.0599, s2.acc: 94.3740, s2.loss_bbox: 0.0247, s2.loss_mask: 0.0946, loss: 1.8648 +2025-06-18 13:38:41,057 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 2 days, 16:40:44, time: 0.882, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1325, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3595, s0.acc: 92.0364, s0.loss_bbox: 0.2506, s0.loss_mask: 0.4461, s1.loss_cls: 0.1492, s1.acc: 92.9910, s1.loss_bbox: 0.0862, s1.loss_mask: 0.2072, s2.loss_cls: 0.0587, s2.acc: 94.4087, s2.loss_bbox: 0.0242, s2.loss_mask: 0.0961, loss: 1.8586 +2025-06-18 13:39:44,542 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 2 days, 16:47:40, time: 1.269, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1252, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3421, s0.acc: 92.4968, s0.loss_bbox: 0.2351, s0.loss_mask: 0.4405, s1.loss_cls: 0.1453, s1.acc: 93.2052, s1.loss_bbox: 0.0851, s1.loss_mask: 0.2064, s2.loss_cls: 0.0580, s2.acc: 94.5226, s2.loss_bbox: 0.0248, s2.loss_mask: 0.0963, loss: 1.8068 +2025-06-18 13:40:31,949 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 2 days, 16:47:34, time: 0.948, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1246, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3501, s0.acc: 92.1924, s0.loss_bbox: 0.2498, s0.loss_mask: 0.4361, s1.loss_cls: 0.1472, s1.acc: 93.0618, s1.loss_bbox: 0.0877, s1.loss_mask: 0.2031, s2.loss_cls: 0.0586, s2.acc: 94.3882, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0946, loss: 1.8238 +2025-06-18 13:41:15,923 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 2 days, 16:45:58, time: 0.879, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1257, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.3417, s0.acc: 92.4824, s0.loss_bbox: 0.2367, s0.loss_mask: 0.4363, s1.loss_cls: 0.1440, s1.acc: 93.2759, s1.loss_bbox: 0.0846, s1.loss_mask: 0.2036, s2.loss_cls: 0.0569, s2.acc: 94.6256, s2.loss_bbox: 0.0241, s2.loss_mask: 0.0950, loss: 1.7929 +2025-06-18 13:42:00,269 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 2 days, 16:44:32, time: 0.887, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1275, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3404, s0.acc: 92.3809, s0.loss_bbox: 0.2423, s0.loss_mask: 0.4342, s1.loss_cls: 0.1446, s1.acc: 93.1578, s1.loss_bbox: 0.0863, s1.loss_mask: 0.2025, s2.loss_cls: 0.0580, s2.acc: 94.4443, s2.loss_bbox: 0.0250, s2.loss_mask: 0.0942, loss: 1.8008 +2025-06-18 13:42:44,809 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 2 days, 16:43:13, time: 0.891, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1336, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3589, s0.acc: 92.2131, s0.loss_bbox: 0.2418, s0.loss_mask: 0.4377, s1.loss_cls: 0.1522, s1.acc: 93.0129, s1.loss_bbox: 0.0854, s1.loss_mask: 0.2010, s2.loss_cls: 0.0604, s2.acc: 94.3591, s2.loss_bbox: 0.0247, s2.loss_mask: 0.0928, loss: 1.8374 +2025-06-18 13:43:29,109 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 2 days, 16:41:47, time: 0.886, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1266, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3660, s0.acc: 92.1199, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4445, s1.loss_cls: 0.1526, s1.acc: 92.9944, s1.loss_bbox: 0.0861, s1.loss_mask: 0.2087, s2.loss_cls: 0.0598, s2.acc: 94.4613, s2.loss_bbox: 0.0244, s2.loss_mask: 0.0964, loss: 1.8578 +2025-06-18 13:44:13,545 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 2 days, 16:40:24, time: 0.888, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1363, loss_rpn_bbox: 0.0497, s0.loss_cls: 0.3482, s0.acc: 92.2009, s0.loss_bbox: 0.2474, s0.loss_mask: 0.4366, s1.loss_cls: 0.1460, s1.acc: 93.0964, s1.loss_bbox: 0.0864, s1.loss_mask: 0.2041, s2.loss_cls: 0.0575, s2.acc: 94.4341, s2.loss_bbox: 0.0249, s2.loss_mask: 0.0953, loss: 1.8325 +2025-06-18 13:44:58,169 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 2 days, 16:39:08, time: 0.893, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1236, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3535, s0.acc: 92.1575, s0.loss_bbox: 0.2439, s0.loss_mask: 0.4411, s1.loss_cls: 0.1509, s1.acc: 92.9216, s1.loss_bbox: 0.0872, s1.loss_mask: 0.2082, s2.loss_cls: 0.0607, s2.acc: 94.2213, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0970, loss: 1.8370 +2025-06-18 13:45:42,474 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 2 days, 16:37:43, time: 0.886, data_time: 0.036, memory: 19680, loss_rpn_cls: 0.1247, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3477, s0.acc: 92.2131, s0.loss_bbox: 0.2439, s0.loss_mask: 0.4397, s1.loss_cls: 0.1461, s1.acc: 93.0862, s1.loss_bbox: 0.0858, s1.loss_mask: 0.2047, s2.loss_cls: 0.0583, s2.acc: 94.4330, s2.loss_bbox: 0.0247, s2.loss_mask: 0.0948, loss: 1.8141 +2025-06-18 13:46:39,895 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 2 days, 16:41:46, time: 1.149, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1331, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3757, s0.acc: 91.8408, s0.loss_bbox: 0.2536, s0.loss_mask: 0.4387, s1.loss_cls: 0.1584, s1.acc: 92.6858, s1.loss_bbox: 0.0899, s1.loss_mask: 0.2038, s2.loss_cls: 0.0627, s2.acc: 94.0691, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0947, loss: 1.8829 +2025-06-18 13:47:31,022 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 2 days, 16:43:09, time: 1.023, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1276, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3531, s0.acc: 92.2419, s0.loss_bbox: 0.2450, s0.loss_mask: 0.4434, s1.loss_cls: 0.1466, s1.acc: 93.1150, s1.loss_bbox: 0.0848, s1.loss_mask: 0.2057, s2.loss_cls: 0.0582, s2.acc: 94.4798, s2.loss_bbox: 0.0243, s2.loss_mask: 0.0958, loss: 1.8302 +2025-06-18 13:48:15,708 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 2 days, 16:41:52, time: 0.893, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1339, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.3694, s0.acc: 91.8499, s0.loss_bbox: 0.2537, s0.loss_mask: 0.4415, s1.loss_cls: 0.1537, s1.acc: 92.8061, s1.loss_bbox: 0.0873, s1.loss_mask: 0.2053, s2.loss_cls: 0.0604, s2.acc: 94.3043, s2.loss_bbox: 0.0245, s2.loss_mask: 0.0951, loss: 1.8725 +2025-06-18 13:49:00,126 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 2 days, 16:40:30, time: 0.889, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1325, loss_rpn_bbox: 0.0490, s0.loss_cls: 0.3539, s0.acc: 92.2573, s0.loss_bbox: 0.2442, s0.loss_mask: 0.4399, s1.loss_cls: 0.1484, s1.acc: 93.1364, s1.loss_bbox: 0.0854, s1.loss_mask: 0.2040, s2.loss_cls: 0.0588, s2.acc: 94.5069, s2.loss_bbox: 0.0242, s2.loss_mask: 0.0943, loss: 1.8347 +2025-06-18 13:49:45,097 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 2 days, 16:39:21, time: 0.899, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1354, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.3677, s0.acc: 91.8904, s0.loss_bbox: 0.2538, s0.loss_mask: 0.4357, s1.loss_cls: 0.1540, s1.acc: 92.7488, s1.loss_bbox: 0.0896, s1.loss_mask: 0.2026, s2.loss_cls: 0.0611, s2.acc: 94.1402, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0933, loss: 1.8680 +2025-06-18 13:50:29,087 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 2 days, 16:37:48, time: 0.880, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1270, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.3596, s0.acc: 92.1040, s0.loss_bbox: 0.2490, s0.loss_mask: 0.4337, s1.loss_cls: 0.1506, s1.acc: 93.0549, s1.loss_bbox: 0.0876, s1.loss_mask: 0.2027, s2.loss_cls: 0.0600, s2.acc: 94.3880, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0943, loss: 1.8364 +2025-06-18 13:51:13,504 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 2 days, 16:36:26, time: 0.888, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1266, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3618, s0.acc: 91.9763, s0.loss_bbox: 0.2537, s0.loss_mask: 0.4422, s1.loss_cls: 0.1521, s1.acc: 92.8595, s1.loss_bbox: 0.0892, s1.loss_mask: 0.2047, s2.loss_cls: 0.0597, s2.acc: 94.3653, s2.loss_bbox: 0.0255, s2.loss_mask: 0.0949, loss: 1.8573 +2025-06-18 13:51:58,138 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 2 days, 16:35:10, time: 0.892, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1200, loss_rpn_bbox: 0.0450, s0.loss_cls: 0.3392, s0.acc: 92.4712, s0.loss_bbox: 0.2365, s0.loss_mask: 0.4376, s1.loss_cls: 0.1439, s1.acc: 93.2081, s1.loss_bbox: 0.0854, s1.loss_mask: 0.2046, s2.loss_cls: 0.0580, s2.acc: 94.4195, s2.loss_bbox: 0.0252, s2.loss_mask: 0.0953, loss: 1.7907 +2025-06-18 13:52:42,295 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 2 days, 16:33:43, time: 0.883, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1259, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3542, s0.acc: 92.1343, s0.loss_bbox: 0.2473, s0.loss_mask: 0.4354, s1.loss_cls: 0.1499, s1.acc: 92.9889, s1.loss_bbox: 0.0876, s1.loss_mask: 0.2022, s2.loss_cls: 0.0597, s2.acc: 94.3325, s2.loss_bbox: 0.0254, s2.loss_mask: 0.0939, loss: 1.8269 +2025-06-18 13:53:36,635 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 2 days, 16:36:19, time: 1.087, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1224, loss_rpn_bbox: 0.0452, s0.loss_cls: 0.3436, s0.acc: 92.5483, s0.loss_bbox: 0.2371, s0.loss_mask: 0.4430, s1.loss_cls: 0.1430, s1.acc: 93.4216, s1.loss_bbox: 0.0832, s1.loss_mask: 0.2053, s2.loss_cls: 0.0565, s2.acc: 94.6811, s2.loss_bbox: 0.0237, s2.loss_mask: 0.0955, loss: 1.7983 +2025-06-18 13:54:32,900 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 2 days, 16:39:38, time: 1.125, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1274, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3632, s0.acc: 91.9993, s0.loss_bbox: 0.2492, s0.loss_mask: 0.4455, s1.loss_cls: 0.1521, s1.acc: 92.8590, s1.loss_bbox: 0.0870, s1.loss_mask: 0.2061, s2.loss_cls: 0.0597, s2.acc: 94.3571, s2.loss_bbox: 0.0249, s2.loss_mask: 0.0956, loss: 1.8589 +2025-06-18 13:55:17,433 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 2 days, 16:38:18, time: 0.891, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1220, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.3575, s0.acc: 92.1833, s0.loss_bbox: 0.2455, s0.loss_mask: 0.4443, s1.loss_cls: 0.1503, s1.acc: 93.0176, s1.loss_bbox: 0.0868, s1.loss_mask: 0.2068, s2.loss_cls: 0.0596, s2.acc: 94.3059, s2.loss_bbox: 0.0254, s2.loss_mask: 0.0968, loss: 1.8431 +2025-06-18 13:56:01,126 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 2 days, 16:36:39, time: 0.874, data_time: 0.022, memory: 19680, loss_rpn_cls: 0.1140, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.3391, s0.acc: 92.5935, s0.loss_bbox: 0.2310, s0.loss_mask: 0.4344, s1.loss_cls: 0.1442, s1.acc: 93.4240, s1.loss_bbox: 0.0839, s1.loss_mask: 0.2016, s2.loss_cls: 0.0571, s2.acc: 94.6235, s2.loss_bbox: 0.0245, s2.loss_mask: 0.0938, loss: 1.7656 +2025-06-18 13:56:46,040 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 2 days, 16:35:29, time: 0.898, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1375, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.3640, s0.acc: 91.9370, s0.loss_bbox: 0.2518, s0.loss_mask: 0.4324, s1.loss_cls: 0.1533, s1.acc: 92.8040, s1.loss_bbox: 0.0894, s1.loss_mask: 0.2013, s2.loss_cls: 0.0615, s2.acc: 94.1682, s2.loss_bbox: 0.0263, s2.loss_mask: 0.0935, loss: 1.8608 +2025-06-18 13:57:30,575 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 2 days, 16:34:10, time: 0.891, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1392, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3553, s0.acc: 92.1980, s0.loss_bbox: 0.2434, s0.loss_mask: 0.4348, s1.loss_cls: 0.1493, s1.acc: 93.0206, s1.loss_bbox: 0.0858, s1.loss_mask: 0.2038, s2.loss_cls: 0.0595, s2.acc: 94.3975, s2.loss_bbox: 0.0249, s2.loss_mask: 0.0951, loss: 1.8383 +2025-06-18 13:58:14,868 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 2 days, 16:32:46, time: 0.886, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1244, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3434, s0.acc: 92.3970, s0.loss_bbox: 0.2399, s0.loss_mask: 0.4346, s1.loss_cls: 0.1439, s1.acc: 93.2310, s1.loss_bbox: 0.0853, s1.loss_mask: 0.2005, s2.loss_cls: 0.0573, s2.acc: 94.5557, s2.loss_bbox: 0.0244, s2.loss_mask: 0.0926, loss: 1.7911 +2025-06-18 13:58:59,594 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 2 days, 16:31:32, time: 0.895, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1308, loss_rpn_bbox: 0.0461, s0.loss_cls: 0.3595, s0.acc: 91.9644, s0.loss_bbox: 0.2555, s0.loss_mask: 0.4352, s1.loss_cls: 0.1513, s1.acc: 92.8656, s1.loss_bbox: 0.0896, s1.loss_mask: 0.2010, s2.loss_cls: 0.0597, s2.acc: 94.2402, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0930, loss: 1.8476 +2025-06-18 13:59:44,277 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 2 days, 16:30:18, time: 0.894, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1289, loss_rpn_bbox: 0.0475, s0.loss_cls: 0.3558, s0.acc: 92.1245, s0.loss_bbox: 0.2429, s0.loss_mask: 0.4399, s1.loss_cls: 0.1503, s1.acc: 92.9939, s1.loss_bbox: 0.0848, s1.loss_mask: 0.2043, s2.loss_cls: 0.0602, s2.acc: 94.2971, s2.loss_bbox: 0.0247, s2.loss_mask: 0.0952, loss: 1.8345 +2025-06-18 14:00:36,251 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 2 days, 16:31:50, time: 1.039, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1284, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.3484, s0.acc: 92.2419, s0.loss_bbox: 0.2428, s0.loss_mask: 0.4371, s1.loss_cls: 0.1481, s1.acc: 93.0390, s1.loss_bbox: 0.0860, s1.loss_mask: 0.2053, s2.loss_cls: 0.0589, s2.acc: 94.3503, s2.loss_bbox: 0.0251, s2.loss_mask: 0.0949, loss: 1.8222 +2025-06-18 14:01:34,049 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 2 days, 16:35:33, time: 1.156, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1281, loss_rpn_bbox: 0.0458, s0.loss_cls: 0.3627, s0.acc: 91.9097, s0.loss_bbox: 0.2535, s0.loss_mask: 0.4359, s1.loss_cls: 0.1524, s1.acc: 92.8101, s1.loss_bbox: 0.0904, s1.loss_mask: 0.2026, s2.loss_cls: 0.0607, s2.acc: 94.2203, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0936, loss: 1.8522 +2025-06-18 14:02:18,568 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 2 days, 16:34:14, time: 0.890, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1273, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3495, s0.acc: 92.2312, s0.loss_bbox: 0.2456, s0.loss_mask: 0.4254, s1.loss_cls: 0.1459, s1.acc: 93.1582, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1973, s2.loss_cls: 0.0577, s2.acc: 94.5275, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0910, loss: 1.7988 +2025-06-18 14:03:02,872 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 2 days, 16:32:50, time: 0.886, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1304, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3627, s0.acc: 91.8669, s0.loss_bbox: 0.2545, s0.loss_mask: 0.4361, s1.loss_cls: 0.1527, s1.acc: 92.7939, s1.loss_bbox: 0.0899, s1.loss_mask: 0.2016, s2.loss_cls: 0.0607, s2.acc: 94.1671, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0924, loss: 1.8539 +2025-06-18 14:03:48,106 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 2 days, 16:31:46, time: 0.904, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1352, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.3534, s0.acc: 91.9277, s0.loss_bbox: 0.2562, s0.loss_mask: 0.4348, s1.loss_cls: 0.1494, s1.acc: 92.7804, s1.loss_bbox: 0.0905, s1.loss_mask: 0.2029, s2.loss_cls: 0.0596, s2.acc: 94.2089, s2.loss_bbox: 0.0263, s2.loss_mask: 0.0938, loss: 1.8524 +2025-06-18 14:04:32,254 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 2 days, 16:30:19, time: 0.883, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1268, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.3497, s0.acc: 92.3245, s0.loss_bbox: 0.2399, s0.loss_mask: 0.4342, s1.loss_cls: 0.1472, s1.acc: 93.1551, s1.loss_bbox: 0.0850, s1.loss_mask: 0.2014, s2.loss_cls: 0.0587, s2.acc: 94.4820, s2.loss_bbox: 0.0248, s2.loss_mask: 0.0936, loss: 1.8046 +2025-06-18 14:05:16,731 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 2 days, 16:29:01, time: 0.890, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1246, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3605, s0.acc: 92.0054, s0.loss_bbox: 0.2502, s0.loss_mask: 0.4362, s1.loss_cls: 0.1513, s1.acc: 92.8686, s1.loss_bbox: 0.0888, s1.loss_mask: 0.2023, s2.loss_cls: 0.0601, s2.acc: 94.3022, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0936, loss: 1.8402 +2025-06-18 14:06:01,262 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 2 days, 16:27:42, time: 0.890, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1206, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.3495, s0.acc: 92.1228, s0.loss_bbox: 0.2465, s0.loss_mask: 0.4311, s1.loss_cls: 0.1477, s1.acc: 92.9746, s1.loss_bbox: 0.0874, s1.loss_mask: 0.2002, s2.loss_cls: 0.0592, s2.acc: 94.2813, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0920, loss: 1.8036 +2025-06-18 14:06:45,722 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 2 days, 16:26:24, time: 0.890, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1224, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.3498, s0.acc: 92.2358, s0.loss_bbox: 0.2443, s0.loss_mask: 0.4262, s1.loss_cls: 0.1479, s1.acc: 93.0145, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1992, s2.loss_cls: 0.0588, s2.acc: 94.3333, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0927, loss: 1.8008 +2025-06-18 14:07:39,078 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 2 days, 16:28:20, time: 1.067, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1320, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.3551, s0.acc: 92.0042, s0.loss_bbox: 0.2517, s0.loss_mask: 0.4410, s1.loss_cls: 0.1503, s1.acc: 92.8131, s1.loss_bbox: 0.0895, s1.loss_mask: 0.2047, s2.loss_cls: 0.0602, s2.acc: 94.2012, s2.loss_bbox: 0.0259, s2.loss_mask: 0.0950, loss: 1.8547 +2025-06-18 14:08:35,222 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 2 days, 16:31:15, time: 1.123, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.0453, s0.loss_cls: 0.3352, s0.acc: 92.4849, s0.loss_bbox: 0.2385, s0.loss_mask: 0.4317, s1.loss_cls: 0.1416, s1.acc: 93.2842, s1.loss_bbox: 0.0855, s1.loss_mask: 0.2011, s2.loss_cls: 0.0565, s2.acc: 94.4983, s2.loss_bbox: 0.0252, s2.loss_mask: 0.0928, loss: 1.7786 +2025-06-18 14:09:23,298 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 2 days, 16:31:13, time: 0.961, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1321, loss_rpn_bbox: 0.0497, s0.loss_cls: 0.3826, s0.acc: 91.5557, s0.loss_bbox: 0.2641, s0.loss_mask: 0.4329, s1.loss_cls: 0.1613, s1.acc: 92.4497, s1.loss_bbox: 0.0929, s1.loss_mask: 0.2036, s2.loss_cls: 0.0640, s2.acc: 93.9047, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0943, loss: 1.9044 +2025-06-18 14:10:08,697 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 2 days, 16:30:13, time: 0.908, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1400, loss_rpn_bbox: 0.0484, s0.loss_cls: 0.3510, s0.acc: 92.0911, s0.loss_bbox: 0.2473, s0.loss_mask: 0.4263, s1.loss_cls: 0.1484, s1.acc: 92.8850, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1970, s2.loss_cls: 0.0601, s2.acc: 94.1516, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0912, loss: 1.8237 +2025-06-18 14:10:53,598 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 2 days, 16:29:03, time: 0.898, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1258, loss_rpn_bbox: 0.0457, s0.loss_cls: 0.3506, s0.acc: 92.1074, s0.loss_bbox: 0.2491, s0.loss_mask: 0.4310, s1.loss_cls: 0.1479, s1.acc: 92.9523, s1.loss_bbox: 0.0889, s1.loss_mask: 0.2001, s2.loss_cls: 0.0595, s2.acc: 94.3083, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0928, loss: 1.8176 +2025-06-18 14:11:38,994 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 2 days, 16:28:03, time: 0.908, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1323, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3647, s0.acc: 91.7144, s0.loss_bbox: 0.2583, s0.loss_mask: 0.4344, s1.loss_cls: 0.1553, s1.acc: 92.5536, s1.loss_bbox: 0.0918, s1.loss_mask: 0.2045, s2.loss_cls: 0.0628, s2.acc: 93.8988, s2.loss_bbox: 0.0268, s2.loss_mask: 0.0951, loss: 1.8744 +2025-06-18 14:12:23,810 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 2 days, 16:26:51, time: 0.896, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1186, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.3485, s0.acc: 92.2097, s0.loss_bbox: 0.2489, s0.loss_mask: 0.4322, s1.loss_cls: 0.1461, s1.acc: 93.0992, s1.loss_bbox: 0.0883, s1.loss_mask: 0.2005, s2.loss_cls: 0.0585, s2.acc: 94.3942, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0929, loss: 1.8053 +2025-06-18 14:13:08,088 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 2 days, 16:25:28, time: 0.886, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1322, loss_rpn_bbox: 0.0484, s0.loss_cls: 0.3575, s0.acc: 92.0430, s0.loss_bbox: 0.2509, s0.loss_mask: 0.4260, s1.loss_cls: 0.1501, s1.acc: 92.8742, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1977, s2.loss_cls: 0.0594, s2.acc: 94.2528, s2.loss_bbox: 0.0252, s2.loss_mask: 0.0916, loss: 1.8269 +2025-06-18 14:13:53,024 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 2 days, 16:24:19, time: 0.899, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1327, loss_rpn_bbox: 0.0464, s0.loss_cls: 0.3590, s0.acc: 92.0146, s0.loss_bbox: 0.2504, s0.loss_mask: 0.4282, s1.loss_cls: 0.1504, s1.acc: 92.9220, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1986, s2.loss_cls: 0.0602, s2.acc: 94.2159, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0917, loss: 1.8313 +2025-06-18 14:14:37,842 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 2 days, 16:23:08, time: 0.897, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1323, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.3477, s0.acc: 92.1445, s0.loss_bbox: 0.2523, s0.loss_mask: 0.4311, s1.loss_cls: 0.1450, s1.acc: 93.0158, s1.loss_bbox: 0.0893, s1.loss_mask: 0.2007, s2.loss_cls: 0.0576, s2.acc: 94.3573, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0921, loss: 1.8212 +2025-06-18 14:15:37,872 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 2 days, 16:27:16, time: 1.201, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1318, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3529, s0.acc: 92.1531, s0.loss_bbox: 0.2466, s0.loss_mask: 0.4327, s1.loss_cls: 0.1477, s1.acc: 92.9935, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1999, s2.loss_cls: 0.0591, s2.acc: 94.2455, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0923, loss: 1.8215 +2025-06-18 14:16:24,850 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 2 days, 16:26:49, time: 0.940, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1276, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.3417, s0.acc: 92.2737, s0.loss_bbox: 0.2419, s0.loss_mask: 0.4306, s1.loss_cls: 0.1455, s1.acc: 93.0666, s1.loss_bbox: 0.0861, s1.loss_mask: 0.1984, s2.loss_cls: 0.0583, s2.acc: 94.3246, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0917, loss: 1.7910 +2025-06-18 14:17:10,118 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 2 days, 16:25:46, time: 0.905, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1250, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.3381, s0.acc: 92.2905, s0.loss_bbox: 0.2446, s0.loss_mask: 0.4321, s1.loss_cls: 0.1432, s1.acc: 93.0811, s1.loss_bbox: 0.0881, s1.loss_mask: 0.2014, s2.loss_cls: 0.0577, s2.acc: 94.2886, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0930, loss: 1.7960 +2025-06-18 14:17:55,190 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 2 days, 16:24:39, time: 0.901, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1222, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3426, s0.acc: 92.3000, s0.loss_bbox: 0.2418, s0.loss_mask: 0.4262, s1.loss_cls: 0.1447, s1.acc: 93.0629, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1989, s2.loss_cls: 0.0585, s2.acc: 94.2792, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0924, loss: 1.7851 +2025-06-18 14:18:41,012 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 2 days, 16:23:48, time: 0.916, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1246, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3725, s0.acc: 91.7019, s0.loss_bbox: 0.2626, s0.loss_mask: 0.4213, s1.loss_cls: 0.1580, s1.acc: 92.5869, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1947, s2.loss_cls: 0.0628, s2.acc: 93.9023, s2.loss_bbox: 0.0279, s2.loss_mask: 0.0900, loss: 1.8543 +2025-06-18 14:19:26,164 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 2 days, 16:22:44, time: 0.903, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1275, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3539, s0.acc: 91.9216, s0.loss_bbox: 0.2557, s0.loss_mask: 0.4227, s1.loss_cls: 0.1499, s1.acc: 92.7665, s1.loss_bbox: 0.0917, s1.loss_mask: 0.1958, s2.loss_cls: 0.0602, s2.acc: 94.0845, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0904, loss: 1.8203 +2025-06-18 14:20:10,824 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 2 days, 16:21:29, time: 0.893, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1285, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3461, s0.acc: 92.1594, s0.loss_bbox: 0.2500, s0.loss_mask: 0.4250, s1.loss_cls: 0.1464, s1.acc: 93.0064, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1965, s2.loss_cls: 0.0587, s2.acc: 94.2203, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0910, loss: 1.8034 +2025-06-18 14:20:55,821 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 2 days, 16:20:22, time: 0.900, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1271, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3448, s0.acc: 92.1897, s0.loss_bbox: 0.2442, s0.loss_mask: 0.4273, s1.loss_cls: 0.1464, s1.acc: 92.9646, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1997, s2.loss_cls: 0.0588, s2.acc: 94.2000, s2.loss_bbox: 0.0261, s2.loss_mask: 0.0927, loss: 1.8032 +2025-06-18 14:21:40,862 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 2 days, 16:19:15, time: 0.901, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1299, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3522, s0.acc: 92.1111, s0.loss_bbox: 0.2517, s0.loss_mask: 0.4295, s1.loss_cls: 0.1490, s1.acc: 92.9488, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1985, s2.loss_cls: 0.0598, s2.acc: 94.2134, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0916, loss: 1.8260 +2025-06-18 14:22:45,806 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 2 days, 16:24:50, time: 1.299, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1257, loss_rpn_bbox: 0.0461, s0.loss_cls: 0.3557, s0.acc: 91.8906, s0.loss_bbox: 0.2568, s0.loss_mask: 0.4360, s1.loss_cls: 0.1507, s1.acc: 92.7080, s1.loss_bbox: 0.0912, s1.loss_mask: 0.2039, s2.loss_cls: 0.0601, s2.acc: 94.1323, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0945, loss: 1.8471 +2025-06-18 14:23:33,292 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 2 days, 16:24:31, time: 0.950, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1262, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.3631, s0.acc: 91.8354, s0.loss_bbox: 0.2559, s0.loss_mask: 0.4322, s1.loss_cls: 0.1542, s1.acc: 92.6810, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1998, s2.loss_cls: 0.0616, s2.acc: 94.0265, s2.loss_bbox: 0.0268, s2.loss_mask: 0.0927, loss: 1.8509 +2025-06-18 14:24:18,460 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 2 days, 16:23:26, time: 0.903, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1322, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.3620, s0.acc: 91.7104, s0.loss_bbox: 0.2643, s0.loss_mask: 0.4294, s1.loss_cls: 0.1519, s1.acc: 92.6294, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1992, s2.loss_cls: 0.0611, s2.acc: 93.9706, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0919, loss: 1.8612 +2025-06-18 14:25:03,758 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 2 days, 16:22:23, time: 0.906, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1275, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3524, s0.acc: 92.0327, s0.loss_bbox: 0.2514, s0.loss_mask: 0.4272, s1.loss_cls: 0.1484, s1.acc: 92.8985, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1992, s2.loss_cls: 0.0586, s2.acc: 94.2641, s2.loss_bbox: 0.0256, s2.loss_mask: 0.0921, loss: 1.8175 +2025-06-18 14:25:49,118 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 2 days, 16:21:22, time: 0.907, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1321, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3479, s0.acc: 92.0500, s0.loss_bbox: 0.2530, s0.loss_mask: 0.4331, s1.loss_cls: 0.1475, s1.acc: 92.7920, s1.loss_bbox: 0.0908, s1.loss_mask: 0.2022, s2.loss_cls: 0.0590, s2.acc: 94.2024, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0935, loss: 1.8330 +2025-06-18 14:26:33,977 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 2 days, 16:20:11, time: 0.897, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1187, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.3505, s0.acc: 92.1558, s0.loss_bbox: 0.2469, s0.loss_mask: 0.4236, s1.loss_cls: 0.1479, s1.acc: 92.9493, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1961, s2.loss_cls: 0.0598, s2.acc: 94.2514, s2.loss_bbox: 0.0261, s2.loss_mask: 0.0911, loss: 1.7930 +2025-06-18 14:27:19,190 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 2 days, 16:19:08, time: 0.904, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1261, loss_rpn_bbox: 0.0475, s0.loss_cls: 0.3504, s0.acc: 92.0889, s0.loss_bbox: 0.2486, s0.loss_mask: 0.4319, s1.loss_cls: 0.1487, s1.acc: 92.8877, s1.loss_bbox: 0.0896, s1.loss_mask: 0.2012, s2.loss_cls: 0.0600, s2.acc: 94.1288, s2.loss_bbox: 0.0261, s2.loss_mask: 0.0928, loss: 1.8230 +2025-06-18 14:28:04,593 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 2 days, 16:18:08, time: 0.908, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1282, loss_rpn_bbox: 0.0483, s0.loss_cls: 0.3539, s0.acc: 91.8794, s0.loss_bbox: 0.2571, s0.loss_mask: 0.4280, s1.loss_cls: 0.1492, s1.acc: 92.8081, s1.loss_bbox: 0.0918, s1.loss_mask: 0.1989, s2.loss_cls: 0.0598, s2.acc: 94.1395, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0915, loss: 1.8338 +2025-06-18 14:28:49,859 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 2 days, 16:17:05, time: 0.905, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1240, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3484, s0.acc: 92.0515, s0.loss_bbox: 0.2518, s0.loss_mask: 0.4195, s1.loss_cls: 0.1464, s1.acc: 92.9601, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1943, s2.loss_cls: 0.0590, s2.acc: 94.2498, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0902, loss: 1.7984 +2025-06-18 14:29:51,110 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 2 days, 16:21:13, time: 1.225, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1270, loss_rpn_bbox: 0.0489, s0.loss_cls: 0.3581, s0.acc: 91.9705, s0.loss_bbox: 0.2548, s0.loss_mask: 0.4364, s1.loss_cls: 0.1497, s1.acc: 92.9507, s1.loss_bbox: 0.0894, s1.loss_mask: 0.2039, s2.loss_cls: 0.0597, s2.acc: 94.2578, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0947, loss: 1.8487 +2025-06-18 14:30:41,284 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 2 days, 16:21:45, time: 1.003, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1170, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3415, s0.acc: 92.2690, s0.loss_bbox: 0.2474, s0.loss_mask: 0.4398, s1.loss_cls: 0.1429, s1.acc: 93.0857, s1.loss_bbox: 0.0881, s1.loss_mask: 0.2051, s2.loss_cls: 0.0574, s2.acc: 94.3594, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0945, loss: 1.8036 +2025-06-18 14:31:25,990 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 2 days, 16:20:30, time: 0.894, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1314, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3454, s0.acc: 92.1982, s0.loss_bbox: 0.2453, s0.loss_mask: 0.4303, s1.loss_cls: 0.1453, s1.acc: 93.0598, s1.loss_bbox: 0.0878, s1.loss_mask: 0.1995, s2.loss_cls: 0.0579, s2.acc: 94.3872, s2.loss_bbox: 0.0256, s2.loss_mask: 0.0915, loss: 1.8066 +2025-06-18 14:32:10,637 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 2 days, 16:19:15, time: 0.893, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1276, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.3366, s0.acc: 92.3481, s0.loss_bbox: 0.2431, s0.loss_mask: 0.4318, s1.loss_cls: 0.1418, s1.acc: 93.1638, s1.loss_bbox: 0.0870, s1.loss_mask: 0.2005, s2.loss_cls: 0.0565, s2.acc: 94.4586, s2.loss_bbox: 0.0255, s2.loss_mask: 0.0932, loss: 1.7907 +2025-06-18 14:32:55,174 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 2 days, 16:17:58, time: 0.891, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1286, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3469, s0.acc: 92.1143, s0.loss_bbox: 0.2495, s0.loss_mask: 0.4305, s1.loss_cls: 0.1465, s1.acc: 92.9283, s1.loss_bbox: 0.0883, s1.loss_mask: 0.2011, s2.loss_cls: 0.0585, s2.acc: 94.2751, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0935, loss: 1.8172 +2025-06-18 14:33:39,657 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 2 days, 16:16:40, time: 0.890, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1318, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3364, s0.acc: 92.4189, s0.loss_bbox: 0.2374, s0.loss_mask: 0.4298, s1.loss_cls: 0.1422, s1.acc: 93.2030, s1.loss_bbox: 0.0852, s1.loss_mask: 0.1991, s2.loss_cls: 0.0570, s2.acc: 94.4490, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0916, loss: 1.7837 +2025-06-18 14:34:24,568 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 2 days, 16:15:30, time: 0.898, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1269, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3494, s0.acc: 92.0193, s0.loss_bbox: 0.2546, s0.loss_mask: 0.4352, s1.loss_cls: 0.1481, s1.acc: 92.8233, s1.loss_bbox: 0.0912, s1.loss_mask: 0.2012, s2.loss_cls: 0.0590, s2.acc: 94.1781, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0937, loss: 1.8317 +2025-06-18 14:35:08,941 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 2 days, 16:14:10, time: 0.887, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1243, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3466, s0.acc: 92.1836, s0.loss_bbox: 0.2465, s0.loss_mask: 0.4277, s1.loss_cls: 0.1460, s1.acc: 93.0513, s1.loss_bbox: 0.0869, s1.loss_mask: 0.1983, s2.loss_cls: 0.0580, s2.acc: 94.4048, s2.loss_bbox: 0.0251, s2.loss_mask: 0.0917, loss: 1.7971 +2025-06-18 14:35:53,480 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 2 days, 16:12:54, time: 0.891, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1265, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3504, s0.acc: 92.1104, s0.loss_bbox: 0.2486, s0.loss_mask: 0.4280, s1.loss_cls: 0.1475, s1.acc: 92.9421, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1992, s2.loss_cls: 0.0591, s2.acc: 94.1868, s2.loss_bbox: 0.0263, s2.loss_mask: 0.0928, loss: 1.8150 +2025-06-18 14:36:47,820 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 2 days, 16:14:42, time: 1.087, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1217, loss_rpn_bbox: 0.0453, s0.loss_cls: 0.3410, s0.acc: 92.3289, s0.loss_bbox: 0.2436, s0.loss_mask: 0.4294, s1.loss_cls: 0.1446, s1.acc: 93.1247, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1997, s2.loss_cls: 0.0579, s2.acc: 94.3523, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0931, loss: 1.7895 +2025-06-18 14:37:45,225 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 2 days, 16:17:25, time: 1.148, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1301, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3393, s0.acc: 92.3542, s0.loss_bbox: 0.2467, s0.loss_mask: 0.4341, s1.loss_cls: 0.1439, s1.acc: 93.1913, s1.loss_bbox: 0.0880, s1.loss_mask: 0.2015, s2.loss_cls: 0.0572, s2.acc: 94.4296, s2.loss_bbox: 0.0255, s2.loss_mask: 0.0932, loss: 1.8054 +2025-06-18 14:38:30,051 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 2 days, 16:16:13, time: 0.897, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1283, loss_rpn_bbox: 0.0470, s0.loss_cls: 0.3413, s0.acc: 92.2766, s0.loss_bbox: 0.2462, s0.loss_mask: 0.4220, s1.loss_cls: 0.1447, s1.acc: 93.0322, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1966, s2.loss_cls: 0.0581, s2.acc: 94.2370, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0908, loss: 1.7906 +2025-06-18 14:39:14,670 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 2 days, 16:14:58, time: 0.892, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1309, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3483, s0.acc: 92.1206, s0.loss_bbox: 0.2490, s0.loss_mask: 0.4300, s1.loss_cls: 0.1466, s1.acc: 92.9896, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1975, s2.loss_cls: 0.0590, s2.acc: 94.2937, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0912, loss: 1.8162 +2025-06-18 14:39:59,858 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 2 days, 16:13:53, time: 0.904, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1341, loss_rpn_bbox: 0.0485, s0.loss_cls: 0.3456, s0.acc: 92.0840, s0.loss_bbox: 0.2505, s0.loss_mask: 0.4263, s1.loss_cls: 0.1449, s1.acc: 92.9312, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1989, s2.loss_cls: 0.0590, s2.acc: 94.1601, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0923, loss: 1.8167 +2025-06-18 14:40:44,133 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 2 days, 16:12:32, time: 0.885, data_time: 0.028, memory: 19680, loss_rpn_cls: 0.1212, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3330, s0.acc: 92.3401, s0.loss_bbox: 0.2460, s0.loss_mask: 0.4305, s1.loss_cls: 0.1405, s1.acc: 93.1415, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1991, s2.loss_cls: 0.0567, s2.acc: 94.3561, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0919, loss: 1.7778 +2025-06-18 14:41:28,557 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 2 days, 16:11:13, time: 0.888, data_time: 0.024, memory: 19680, loss_rpn_cls: 0.1225, loss_rpn_bbox: 0.0481, s0.loss_cls: 0.3570, s0.acc: 92.0356, s0.loss_bbox: 0.2526, s0.loss_mask: 0.4322, s1.loss_cls: 0.1513, s1.acc: 92.8869, s1.loss_bbox: 0.0906, s1.loss_mask: 0.2014, s2.loss_cls: 0.0611, s2.acc: 94.1556, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0934, loss: 1.8369 +2025-06-18 14:42:13,621 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 2 days, 16:10:06, time: 0.901, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1309, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3569, s0.acc: 91.9287, s0.loss_bbox: 0.2563, s0.loss_mask: 0.4320, s1.loss_cls: 0.1491, s1.acc: 92.8648, s1.loss_bbox: 0.0910, s1.loss_mask: 0.2007, s2.loss_cls: 0.0605, s2.acc: 94.1286, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0933, loss: 1.8488 +2025-06-18 14:42:57,716 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 2 days, 16:08:43, time: 0.882, data_time: 0.023, memory: 19680, loss_rpn_cls: 0.1248, loss_rpn_bbox: 0.0436, s0.loss_cls: 0.3171, s0.acc: 92.7561, s0.loss_bbox: 0.2272, s0.loss_mask: 0.4227, s1.loss_cls: 0.1361, s1.acc: 93.4832, s1.loss_bbox: 0.0836, s1.loss_mask: 0.1963, s2.loss_cls: 0.0546, s2.acc: 94.6424, s2.loss_bbox: 0.0248, s2.loss_mask: 0.0913, loss: 1.7220 +2025-06-18 14:43:51,276 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 2 days, 16:10:10, time: 1.071, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1237, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3443, s0.acc: 92.2415, s0.loss_bbox: 0.2491, s0.loss_mask: 0.4356, s1.loss_cls: 0.1460, s1.acc: 93.0522, s1.loss_bbox: 0.0894, s1.loss_mask: 0.2028, s2.loss_cls: 0.0580, s2.acc: 94.4014, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0941, loss: 1.8141 +2025-06-18 14:44:42,952 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 2 days, 16:11:03, time: 1.034, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1289, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.3285, s0.acc: 92.4895, s0.loss_bbox: 0.2354, s0.loss_mask: 0.4262, s1.loss_cls: 0.1395, s1.acc: 93.2787, s1.loss_bbox: 0.0841, s1.loss_mask: 0.1978, s2.loss_cls: 0.0571, s2.acc: 94.3759, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0918, loss: 1.7626 +2025-06-18 14:45:32,809 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 2 days, 16:11:22, time: 0.997, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1254, loss_rpn_bbox: 0.0455, s0.loss_cls: 0.3382, s0.acc: 92.2456, s0.loss_bbox: 0.2453, s0.loss_mask: 0.4238, s1.loss_cls: 0.1437, s1.acc: 93.0675, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1958, s2.loss_cls: 0.0585, s2.acc: 94.3037, s2.loss_bbox: 0.0259, s2.loss_mask: 0.0905, loss: 1.7804 +2025-06-18 14:46:18,115 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 2 days, 16:10:19, time: 0.906, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1239, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3548, s0.acc: 91.8723, s0.loss_bbox: 0.2617, s0.loss_mask: 0.4231, s1.loss_cls: 0.1489, s1.acc: 92.7569, s1.loss_bbox: 0.0932, s1.loss_mask: 0.1969, s2.loss_cls: 0.0595, s2.acc: 94.0747, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0915, loss: 1.8271 +2025-06-18 14:47:03,201 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 2 days, 16:09:13, time: 0.902, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1278, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.3591, s0.acc: 91.9082, s0.loss_bbox: 0.2627, s0.loss_mask: 0.4337, s1.loss_cls: 0.1511, s1.acc: 92.7014, s1.loss_bbox: 0.0940, s1.loss_mask: 0.2012, s2.loss_cls: 0.0603, s2.acc: 94.0902, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0923, loss: 1.8562 +2025-06-18 14:47:48,051 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 2 days, 16:08:02, time: 0.896, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1243, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3370, s0.acc: 92.3774, s0.loss_bbox: 0.2433, s0.loss_mask: 0.4361, s1.loss_cls: 0.1431, s1.acc: 93.1098, s1.loss_bbox: 0.0882, s1.loss_mask: 0.2038, s2.loss_cls: 0.0574, s2.acc: 94.3787, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0950, loss: 1.8014 +2025-06-18 14:48:32,183 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 2 days, 16:06:39, time: 0.883, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1216, loss_rpn_bbox: 0.0452, s0.loss_cls: 0.3448, s0.acc: 92.2275, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4268, s1.loss_cls: 0.1456, s1.acc: 93.0833, s1.loss_bbox: 0.0874, s1.loss_mask: 0.1977, s2.loss_cls: 0.0585, s2.acc: 94.3642, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0913, loss: 1.7917 +2025-06-18 14:49:16,987 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 2 days, 16:05:28, time: 0.896, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1212, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3399, s0.acc: 92.2659, s0.loss_bbox: 0.2456, s0.loss_mask: 0.4252, s1.loss_cls: 0.1443, s1.acc: 93.0279, s1.loss_bbox: 0.0889, s1.loss_mask: 0.1975, s2.loss_cls: 0.0580, s2.acc: 94.2843, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0912, loss: 1.7826 +2025-06-18 14:50:02,117 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 2 days, 16:04:23, time: 0.903, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1270, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3476, s0.acc: 92.1255, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4218, s1.loss_cls: 0.1484, s1.acc: 92.9171, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1948, s2.loss_cls: 0.0596, s2.acc: 94.1901, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0900, loss: 1.7995 +2025-06-18 14:50:49,214 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 2 days, 16:03:53, time: 0.942, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1267, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3418, s0.acc: 92.2266, s0.loss_bbox: 0.2444, s0.loss_mask: 0.4243, s1.loss_cls: 0.1438, s1.acc: 93.0025, s1.loss_bbox: 0.0879, s1.loss_mask: 0.1940, s2.loss_cls: 0.0576, s2.acc: 94.3202, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0897, loss: 1.7825 +2025-06-18 14:51:45,171 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 2 days, 16:05:57, time: 1.119, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1256, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3464, s0.acc: 92.1982, s0.loss_bbox: 0.2483, s0.loss_mask: 0.4187, s1.loss_cls: 0.1454, s1.acc: 93.1061, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1938, s2.loss_cls: 0.0586, s2.acc: 94.3238, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0897, loss: 1.7907 +2025-06-18 14:52:37,472 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 2 days, 16:06:56, time: 1.046, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1270, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3444, s0.acc: 92.1541, s0.loss_bbox: 0.2468, s0.loss_mask: 0.4245, s1.loss_cls: 0.1451, s1.acc: 92.9916, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1976, s2.loss_cls: 0.0580, s2.acc: 94.2702, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0915, loss: 1.7950 +2025-06-18 14:53:22,265 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 2 days, 16:05:44, time: 0.896, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1259, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.3411, s0.acc: 92.1592, s0.loss_bbox: 0.2475, s0.loss_mask: 0.4244, s1.loss_cls: 0.1433, s1.acc: 92.9925, s1.loss_bbox: 0.0895, s1.loss_mask: 0.1973, s2.loss_cls: 0.0577, s2.acc: 94.2070, s2.loss_bbox: 0.0268, s2.loss_mask: 0.0918, loss: 1.7913 +2025-06-18 14:54:06,187 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 2 days, 16:04:18, time: 0.878, data_time: 0.027, memory: 19680, loss_rpn_cls: 0.1221, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.3411, s0.acc: 92.3259, s0.loss_bbox: 0.2418, s0.loss_mask: 0.4216, s1.loss_cls: 0.1450, s1.acc: 93.0786, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1952, s2.loss_cls: 0.0588, s2.acc: 94.2383, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0908, loss: 1.7734 +2025-06-18 14:54:51,037 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 2 days, 16:03:07, time: 0.897, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1211, loss_rpn_bbox: 0.0433, s0.loss_cls: 0.3297, s0.acc: 92.4519, s0.loss_bbox: 0.2394, s0.loss_mask: 0.4202, s1.loss_cls: 0.1406, s1.acc: 93.1929, s1.loss_bbox: 0.0871, s1.loss_mask: 0.1930, s2.loss_cls: 0.0568, s2.acc: 94.3670, s2.loss_bbox: 0.0259, s2.loss_mask: 0.0888, loss: 1.7459 +2025-06-18 14:55:36,172 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 2 days, 16:02:02, time: 0.903, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1237, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.3347, s0.acc: 92.4197, s0.loss_bbox: 0.2394, s0.loss_mask: 0.4193, s1.loss_cls: 0.1423, s1.acc: 93.1997, s1.loss_bbox: 0.0875, s1.loss_mask: 0.1939, s2.loss_cls: 0.0573, s2.acc: 94.4125, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0901, loss: 1.7591 +2025-06-18 14:56:21,301 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 2 days, 16:00:57, time: 0.902, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1219, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.3387, s0.acc: 92.1470, s0.loss_bbox: 0.2499, s0.loss_mask: 0.4170, s1.loss_cls: 0.1446, s1.acc: 92.8923, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1928, s2.loss_cls: 0.0594, s2.acc: 94.0300, s2.loss_bbox: 0.0278, s2.loss_mask: 0.0893, loss: 1.7779 +2025-06-18 14:56:56,515 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-06-18 15:00:44,542 - mmdet - INFO - Evaluating bbox... +2025-06-18 15:01:23,650 - mmdet - INFO - Evaluating segm... +2025-06-18 15:02:06,191 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 15:02:06,192 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.0930, bbox_mAP_50: 0.1600, bbox_mAP_75: 0.0930, bbox_mAP_s: 0.0610, bbox_mAP_m: 0.1070, bbox_mAP_l: 0.1140, bbox_mAP_copypaste: 0.093 0.160 0.093 0.061 0.107 0.114, segm_mAP: 0.0820, segm_mAP_50: 0.1480, segm_mAP_75: 0.0790, segm_mAP_s: 0.0490, segm_mAP_m: 0.0970, segm_mAP_l: 0.1040, segm_mAP_copypaste: 0.082 0.148 0.079 0.049 0.097 0.104 +2025-06-18 15:04:21,792 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 2 days, 16:17:06, time: 2.711, data_time: 1.558, memory: 19680, loss_rpn_cls: 0.1224, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3326, s0.acc: 92.3171, s0.loss_bbox: 0.2454, s0.loss_mask: 0.4205, s1.loss_cls: 0.1409, s1.acc: 93.1039, s1.loss_bbox: 0.0891, s1.loss_mask: 0.1936, s2.loss_cls: 0.0574, s2.acc: 94.2629, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0898, loss: 1.7652 +2025-06-18 15:05:11,791 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 2 days, 16:17:20, time: 1.000, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1257, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3368, s0.acc: 92.2781, s0.loss_bbox: 0.2459, s0.loss_mask: 0.4348, s1.loss_cls: 0.1406, s1.acc: 93.1413, s1.loss_bbox: 0.0884, s1.loss_mask: 0.2019, s2.loss_cls: 0.0564, s2.acc: 94.4394, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0934, loss: 1.7967 +2025-06-18 15:05:58,185 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 2 days, 16:16:33, time: 0.928, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3346, s0.acc: 92.4060, s0.loss_bbox: 0.2397, s0.loss_mask: 0.4173, s1.loss_cls: 0.1428, s1.acc: 93.0457, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1920, s2.loss_cls: 0.0580, s2.acc: 94.2227, s2.loss_bbox: 0.0267, s2.loss_mask: 0.0886, loss: 1.7547 +2025-06-18 15:06:45,128 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 2 days, 16:15:54, time: 0.939, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1294, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3345, s0.acc: 92.1995, s0.loss_bbox: 0.2461, s0.loss_mask: 0.4213, s1.loss_cls: 0.1408, s1.acc: 93.0297, s1.loss_bbox: 0.0881, s1.loss_mask: 0.1945, s2.loss_cls: 0.0572, s2.acc: 94.2361, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0905, loss: 1.7748 +2025-06-18 15:07:32,178 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 2 days, 16:15:18, time: 0.941, data_time: 0.042, memory: 19680, loss_rpn_cls: 0.1296, loss_rpn_bbox: 0.0490, s0.loss_cls: 0.3503, s0.acc: 91.8757, s0.loss_bbox: 0.2542, s0.loss_mask: 0.4250, s1.loss_cls: 0.1465, s1.acc: 92.7516, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1986, s2.loss_cls: 0.0588, s2.acc: 94.1206, s2.loss_bbox: 0.0267, s2.loss_mask: 0.0921, loss: 1.8210 +2025-06-18 15:08:18,835 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 2 days, 16:14:35, time: 0.933, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1211, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3347, s0.acc: 92.2266, s0.loss_bbox: 0.2433, s0.loss_mask: 0.4276, s1.loss_cls: 0.1411, s1.acc: 93.0129, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1984, s2.loss_cls: 0.0571, s2.acc: 94.2148, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0916, loss: 1.7719 +2025-06-18 15:09:06,031 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 2 days, 16:14:00, time: 0.944, data_time: 0.037, memory: 19680, loss_rpn_cls: 0.1322, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.3475, s0.acc: 91.9758, s0.loss_bbox: 0.2541, s0.loss_mask: 0.4226, s1.loss_cls: 0.1465, s1.acc: 92.8513, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1976, s2.loss_cls: 0.0592, s2.acc: 94.0997, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0919, loss: 1.8188 +2025-06-18 15:09:52,722 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 2 days, 16:13:18, time: 0.934, data_time: 0.026, memory: 19680, loss_rpn_cls: 0.1243, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3277, s0.acc: 92.4053, s0.loss_bbox: 0.2426, s0.loss_mask: 0.4164, s1.loss_cls: 0.1383, s1.acc: 93.2082, s1.loss_bbox: 0.0894, s1.loss_mask: 0.1937, s2.loss_cls: 0.0561, s2.acc: 94.3765, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0902, loss: 1.7522 +2025-06-18 15:10:39,997 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 2 days, 16:12:45, time: 0.945, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.3421, s0.acc: 92.0562, s0.loss_bbox: 0.2537, s0.loss_mask: 0.4254, s1.loss_cls: 0.1461, s1.acc: 92.7827, s1.loss_bbox: 0.0921, s1.loss_mask: 0.1977, s2.loss_cls: 0.0592, s2.acc: 94.0830, s2.loss_bbox: 0.0275, s2.loss_mask: 0.0913, loss: 1.8105 +2025-06-18 15:11:43,426 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 2 days, 16:16:37, time: 1.268, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1215, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3327, s0.acc: 92.2271, s0.loss_bbox: 0.2469, s0.loss_mask: 0.4206, s1.loss_cls: 0.1425, s1.acc: 92.9836, s1.loss_bbox: 0.0904, s1.loss_mask: 0.1962, s2.loss_cls: 0.0581, s2.acc: 94.1105, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0911, loss: 1.7732 +2025-06-18 15:12:31,830 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 2 days, 16:16:21, time: 0.968, data_time: 0.039, memory: 19680, loss_rpn_cls: 0.1167, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3332, s0.acc: 92.4050, s0.loss_bbox: 0.2416, s0.loss_mask: 0.4164, s1.loss_cls: 0.1417, s1.acc: 93.1387, s1.loss_bbox: 0.0884, s1.loss_mask: 0.1934, s2.loss_cls: 0.0570, s2.acc: 94.3463, s2.loss_bbox: 0.0263, s2.loss_mask: 0.0897, loss: 1.7481 +2025-06-18 15:13:17,432 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 2 days, 16:15:19, time: 0.912, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1199, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3360, s0.acc: 92.3499, s0.loss_bbox: 0.2432, s0.loss_mask: 0.4206, s1.loss_cls: 0.1424, s1.acc: 93.1104, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1964, s2.loss_cls: 0.0582, s2.acc: 94.2741, s2.loss_bbox: 0.0267, s2.loss_mask: 0.0908, loss: 1.7683 +2025-06-18 15:14:03,755 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 2 days, 16:14:30, time: 0.927, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1285, loss_rpn_bbox: 0.0478, s0.loss_cls: 0.3327, s0.acc: 92.2954, s0.loss_bbox: 0.2429, s0.loss_mask: 0.4255, s1.loss_cls: 0.1417, s1.acc: 93.0319, s1.loss_bbox: 0.0883, s1.loss_mask: 0.1967, s2.loss_cls: 0.0576, s2.acc: 94.1966, s2.loss_bbox: 0.0267, s2.loss_mask: 0.0911, loss: 1.7794 +2025-06-18 15:14:49,125 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 2 days, 16:13:24, time: 0.907, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1177, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3190, s0.acc: 92.6006, s0.loss_bbox: 0.2341, s0.loss_mask: 0.4180, s1.loss_cls: 0.1356, s1.acc: 93.3829, s1.loss_bbox: 0.0867, s1.loss_mask: 0.1939, s2.loss_cls: 0.0553, s2.acc: 94.5262, s2.loss_bbox: 0.0261, s2.loss_mask: 0.0901, loss: 1.7202 +2025-06-18 15:15:37,945 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 2 days, 16:13:15, time: 0.977, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1201, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.3300, s0.acc: 92.3860, s0.loss_bbox: 0.2456, s0.loss_mask: 0.4190, s1.loss_cls: 0.1392, s1.acc: 93.1811, s1.loss_bbox: 0.0885, s1.loss_mask: 0.1962, s2.loss_cls: 0.0561, s2.acc: 94.4078, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0907, loss: 1.7587 +2025-06-18 15:16:23,667 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 2 days, 16:12:15, time: 0.914, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1254, loss_rpn_bbox: 0.0445, s0.loss_cls: 0.3307, s0.acc: 92.4260, s0.loss_bbox: 0.2398, s0.loss_mask: 0.4140, s1.loss_cls: 0.1406, s1.acc: 93.1726, s1.loss_bbox: 0.0876, s1.loss_mask: 0.1932, s2.loss_cls: 0.0570, s2.acc: 94.3635, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0896, loss: 1.7488 +2025-06-18 15:17:09,281 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 2 days, 16:11:15, time: 0.913, data_time: 0.037, memory: 19680, loss_rpn_cls: 0.1284, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3294, s0.acc: 92.4299, s0.loss_bbox: 0.2411, s0.loss_mask: 0.4149, s1.loss_cls: 0.1400, s1.acc: 93.1619, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1929, s2.loss_cls: 0.0573, s2.acc: 94.2643, s2.loss_bbox: 0.0268, s2.loss_mask: 0.0893, loss: 1.7542 +2025-06-18 15:17:55,592 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 2 days, 16:10:25, time: 0.926, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1204, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.3654, s0.acc: 91.5938, s0.loss_bbox: 0.2645, s0.loss_mask: 0.4299, s1.loss_cls: 0.1527, s1.acc: 92.5124, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1993, s2.loss_cls: 0.0611, s2.acc: 93.9172, s2.loss_bbox: 0.0278, s2.loss_mask: 0.0919, loss: 1.8540 +2025-06-18 15:18:53,907 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 2 days, 16:12:46, time: 1.166, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1216, loss_rpn_bbox: 0.0428, s0.loss_cls: 0.3396, s0.acc: 92.3274, s0.loss_bbox: 0.2426, s0.loss_mask: 0.4198, s1.loss_cls: 0.1437, s1.acc: 93.0863, s1.loss_bbox: 0.0873, s1.loss_mask: 0.1954, s2.loss_cls: 0.0585, s2.acc: 94.2984, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0908, loss: 1.7686 +2025-06-18 15:19:43,371 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 2 days, 16:12:46, time: 0.989, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1215, loss_rpn_bbox: 0.0455, s0.loss_cls: 0.3448, s0.acc: 92.0986, s0.loss_bbox: 0.2501, s0.loss_mask: 0.4160, s1.loss_cls: 0.1450, s1.acc: 92.9282, s1.loss_bbox: 0.0901, s1.loss_mask: 0.1930, s2.loss_cls: 0.0584, s2.acc: 94.1502, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0889, loss: 1.7804 +2025-06-18 15:20:28,194 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 2 days, 16:11:31, time: 0.896, data_time: 0.036, memory: 19680, loss_rpn_cls: 0.1197, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3392, s0.acc: 92.2612, s0.loss_bbox: 0.2451, s0.loss_mask: 0.4308, s1.loss_cls: 0.1436, s1.acc: 93.0501, s1.loss_bbox: 0.0893, s1.loss_mask: 0.2002, s2.loss_cls: 0.0581, s2.acc: 94.2475, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0924, loss: 1.7905 +2025-06-18 15:21:13,291 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 2 days, 16:10:22, time: 0.902, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1206, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3383, s0.acc: 92.1714, s0.loss_bbox: 0.2476, s0.loss_mask: 0.4181, s1.loss_cls: 0.1443, s1.acc: 92.9112, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1930, s2.loss_cls: 0.0585, s2.acc: 94.1434, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0887, loss: 1.7707 +2025-06-18 15:21:58,265 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 2 days, 16:09:10, time: 0.899, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1224, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3436, s0.acc: 92.1079, s0.loss_bbox: 0.2491, s0.loss_mask: 0.4317, s1.loss_cls: 0.1457, s1.acc: 92.8682, s1.loss_bbox: 0.0903, s1.loss_mask: 0.1983, s2.loss_cls: 0.0591, s2.acc: 94.1351, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0912, loss: 1.8057 +2025-06-18 15:22:43,591 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 2 days, 16:08:05, time: 0.907, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1247, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3452, s0.acc: 92.0415, s0.loss_bbox: 0.2514, s0.loss_mask: 0.4184, s1.loss_cls: 0.1472, s1.acc: 92.8282, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1937, s2.loss_cls: 0.0595, s2.acc: 94.0220, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0895, loss: 1.7967 +2025-06-18 15:23:30,841 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 2 days, 16:07:29, time: 0.945, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1223, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.3190, s0.acc: 92.5491, s0.loss_bbox: 0.2369, s0.loss_mask: 0.4220, s1.loss_cls: 0.1361, s1.acc: 93.2771, s1.loss_bbox: 0.0860, s1.loss_mask: 0.1961, s2.loss_cls: 0.0557, s2.acc: 94.4724, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0914, loss: 1.7366 +2025-06-18 15:24:15,102 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 2 days, 16:06:07, time: 0.885, data_time: 0.036, memory: 19680, loss_rpn_cls: 0.1189, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3160, s0.acc: 92.6604, s0.loss_bbox: 0.2332, s0.loss_mask: 0.4212, s1.loss_cls: 0.1346, s1.acc: 93.3954, s1.loss_bbox: 0.0854, s1.loss_mask: 0.1953, s2.loss_cls: 0.0543, s2.acc: 94.5174, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0903, loss: 1.7196 +2025-06-18 15:25:00,239 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 2 days, 16:04:59, time: 0.903, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1264, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.3419, s0.acc: 92.0999, s0.loss_bbox: 0.2497, s0.loss_mask: 0.4183, s1.loss_cls: 0.1455, s1.acc: 92.8439, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1940, s2.loss_cls: 0.0597, s2.acc: 94.0525, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0904, loss: 1.7905 +2025-06-18 15:25:58,748 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 2 days, 16:07:17, time: 1.170, data_time: 0.039, memory: 19680, loss_rpn_cls: 0.1267, loss_rpn_bbox: 0.0452, s0.loss_cls: 0.3283, s0.acc: 92.4321, s0.loss_bbox: 0.2415, s0.loss_mask: 0.4246, s1.loss_cls: 0.1383, s1.acc: 93.2096, s1.loss_bbox: 0.0872, s1.loss_mask: 0.1958, s2.loss_cls: 0.0559, s2.acc: 94.3682, s2.loss_bbox: 0.0262, s2.loss_mask: 0.0903, loss: 1.7601 +2025-06-18 15:26:48,962 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 2 days, 16:07:26, time: 1.004, data_time: 0.041, memory: 19680, loss_rpn_cls: 0.1272, loss_rpn_bbox: 0.0485, s0.loss_cls: 0.3392, s0.acc: 92.1340, s0.loss_bbox: 0.2521, s0.loss_mask: 0.4210, s1.loss_cls: 0.1422, s1.acc: 92.9162, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1953, s2.loss_cls: 0.0577, s2.acc: 94.1143, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0902, loss: 1.7922 +2025-06-18 15:27:33,967 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 2 days, 16:06:16, time: 0.900, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1222, loss_rpn_bbox: 0.0446, s0.loss_cls: 0.3287, s0.acc: 92.4761, s0.loss_bbox: 0.2389, s0.loss_mask: 0.4131, s1.loss_cls: 0.1398, s1.acc: 93.2217, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1927, s2.loss_cls: 0.0570, s2.acc: 94.3272, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0895, loss: 1.7416 +2025-06-18 15:28:18,829 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 2 days, 16:05:03, time: 0.897, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1213, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.3323, s0.acc: 92.3687, s0.loss_bbox: 0.2428, s0.loss_mask: 0.4240, s1.loss_cls: 0.1408, s1.acc: 93.1192, s1.loss_bbox: 0.0880, s1.loss_mask: 0.1965, s2.loss_cls: 0.0571, s2.acc: 94.3614, s2.loss_bbox: 0.0261, s2.loss_mask: 0.0906, loss: 1.7636 +2025-06-18 15:29:04,440 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 2 days, 16:04:02, time: 0.912, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1244, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.3396, s0.acc: 92.0537, s0.loss_bbox: 0.2571, s0.loss_mask: 0.4232, s1.loss_cls: 0.1446, s1.acc: 92.8423, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1956, s2.loss_cls: 0.0586, s2.acc: 94.0275, s2.loss_bbox: 0.0284, s2.loss_mask: 0.0907, loss: 1.8072 +2025-06-18 15:29:49,521 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 2 days, 16:02:52, time: 0.902, data_time: 0.039, memory: 19680, loss_rpn_cls: 0.1180, loss_rpn_bbox: 0.0450, s0.loss_cls: 0.3303, s0.acc: 92.3677, s0.loss_bbox: 0.2420, s0.loss_mask: 0.4272, s1.loss_cls: 0.1405, s1.acc: 93.1318, s1.loss_bbox: 0.0892, s1.loss_mask: 0.1978, s2.loss_cls: 0.0574, s2.acc: 94.2434, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0916, loss: 1.7662 +2025-06-18 15:30:37,554 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 2 days, 16:02:28, time: 0.961, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1222, loss_rpn_bbox: 0.0461, s0.loss_cls: 0.3370, s0.acc: 92.1914, s0.loss_bbox: 0.2490, s0.loss_mask: 0.4174, s1.loss_cls: 0.1426, s1.acc: 92.9567, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1935, s2.loss_cls: 0.0576, s2.acc: 94.2024, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0894, loss: 1.7726 +2025-06-18 15:31:22,777 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 2 days, 16:01:21, time: 0.904, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1222, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.3402, s0.acc: 92.2283, s0.loss_bbox: 0.2471, s0.loss_mask: 0.4232, s1.loss_cls: 0.1447, s1.acc: 92.9932, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1958, s2.loss_cls: 0.0584, s2.acc: 94.2407, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0902, loss: 1.7848 +2025-06-18 15:32:07,970 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 2 days, 16:00:14, time: 0.904, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1229, loss_rpn_bbox: 0.0451, s0.loss_cls: 0.3470, s0.acc: 92.0190, s0.loss_bbox: 0.2534, s0.loss_mask: 0.4203, s1.loss_cls: 0.1457, s1.acc: 92.8751, s1.loss_bbox: 0.0912, s1.loss_mask: 0.1948, s2.loss_cls: 0.0587, s2.acc: 94.1793, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0903, loss: 1.7964 +2025-06-18 15:33:01,347 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 2 days, 16:01:09, time: 1.067, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1232, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.3466, s0.acc: 92.0222, s0.loss_bbox: 0.2542, s0.loss_mask: 0.4163, s1.loss_cls: 0.1474, s1.acc: 92.7462, s1.loss_bbox: 0.0939, s1.loss_mask: 0.1934, s2.loss_cls: 0.0595, s2.acc: 93.9743, s2.loss_bbox: 0.0281, s2.loss_mask: 0.0891, loss: 1.7977 +2025-06-18 15:33:59,495 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 2 days, 16:03:15, time: 1.163, data_time: 0.029, memory: 19680, loss_rpn_cls: 0.1208, loss_rpn_bbox: 0.0436, s0.loss_cls: 0.3377, s0.acc: 92.2795, s0.loss_bbox: 0.2491, s0.loss_mask: 0.4237, s1.loss_cls: 0.1428, s1.acc: 93.0595, s1.loss_bbox: 0.0911, s1.loss_mask: 0.1959, s2.loss_cls: 0.0578, s2.acc: 94.2013, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0908, loss: 1.7805 +2025-06-18 15:34:44,330 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 2 days, 16:02:02, time: 0.897, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1125, loss_rpn_bbox: 0.0419, s0.loss_cls: 0.3366, s0.acc: 92.4087, s0.loss_bbox: 0.2385, s0.loss_mask: 0.4100, s1.loss_cls: 0.1427, s1.acc: 93.1366, s1.loss_bbox: 0.0870, s1.loss_mask: 0.1888, s2.loss_cls: 0.0583, s2.acc: 94.2398, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0874, loss: 1.7302 +2025-06-18 15:35:29,181 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 2 days, 16:00:49, time: 0.897, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1200, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.3382, s0.acc: 92.2002, s0.loss_bbox: 0.2469, s0.loss_mask: 0.4257, s1.loss_cls: 0.1437, s1.acc: 92.9944, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1981, s2.loss_cls: 0.0584, s2.acc: 94.1159, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0907, loss: 1.7841 +2025-06-18 15:36:14,641 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 2 days, 15:59:46, time: 0.909, data_time: 0.036, memory: 19680, loss_rpn_cls: 0.1260, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3473, s0.acc: 91.9761, s0.loss_bbox: 0.2592, s0.loss_mask: 0.4178, s1.loss_cls: 0.1457, s1.acc: 92.8246, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1942, s2.loss_cls: 0.0588, s2.acc: 94.1028, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0900, loss: 1.8084 +2025-06-18 15:37:00,299 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 2 days, 15:58:45, time: 0.913, data_time: 0.037, memory: 19680, loss_rpn_cls: 0.1259, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.3505, s0.acc: 91.8235, s0.loss_bbox: 0.2607, s0.loss_mask: 0.4124, s1.loss_cls: 0.1486, s1.acc: 92.6718, s1.loss_bbox: 0.0941, s1.loss_mask: 0.1911, s2.loss_cls: 0.0606, s2.acc: 93.8982, s2.loss_bbox: 0.0282, s2.loss_mask: 0.0880, loss: 1.8076 +2025-06-18 15:37:48,111 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 2 days, 15:58:16, time: 0.956, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0432, s0.loss_cls: 0.3395, s0.acc: 92.2261, s0.loss_bbox: 0.2497, s0.loss_mask: 0.4194, s1.loss_cls: 0.1438, s1.acc: 92.9863, s1.loss_bbox: 0.0914, s1.loss_mask: 0.1940, s2.loss_cls: 0.0591, s2.acc: 94.1740, s2.loss_bbox: 0.0276, s2.loss_mask: 0.0900, loss: 1.7784 +2025-06-18 15:38:33,131 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 2 days, 15:57:07, time: 0.900, data_time: 0.039, memory: 19680, loss_rpn_cls: 0.1215, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3340, s0.acc: 92.2263, s0.loss_bbox: 0.2489, s0.loss_mask: 0.4250, s1.loss_cls: 0.1418, s1.acc: 92.9700, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1978, s2.loss_cls: 0.0571, s2.acc: 94.2229, s2.loss_bbox: 0.0267, s2.loss_mask: 0.0918, loss: 1.7807 +2025-06-18 15:39:18,527 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 2 days, 15:56:02, time: 0.908, data_time: 0.037, memory: 19680, loss_rpn_cls: 0.1266, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.3261, s0.acc: 92.3335, s0.loss_bbox: 0.2460, s0.loss_mask: 0.4196, s1.loss_cls: 0.1379, s1.acc: 93.0845, s1.loss_bbox: 0.0905, s1.loss_mask: 0.1933, s2.loss_cls: 0.0560, s2.acc: 94.3025, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0890, loss: 1.7590 +2025-06-18 15:40:08,703 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 2 days, 15:56:07, time: 1.003, data_time: 0.042, memory: 19680, loss_rpn_cls: 0.1258, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.3363, s0.acc: 92.1790, s0.loss_bbox: 0.2493, s0.loss_mask: 0.4174, s1.loss_cls: 0.1430, s1.acc: 92.8931, s1.loss_bbox: 0.0916, s1.loss_mask: 0.1931, s2.loss_cls: 0.0579, s2.acc: 94.0999, s2.loss_bbox: 0.0278, s2.loss_mask: 0.0892, loss: 1.7763 +2025-06-18 15:41:05,963 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 2 days, 15:57:56, time: 1.146, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.3581, s0.acc: 91.8296, s0.loss_bbox: 0.2615, s0.loss_mask: 0.4229, s1.loss_cls: 0.1504, s1.acc: 92.7036, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1950, s2.loss_cls: 0.0604, s2.acc: 94.0083, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0893, loss: 1.8272 +2025-06-18 15:41:51,253 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 2 days, 15:56:50, time: 0.906, data_time: 0.039, memory: 19680, loss_rpn_cls: 0.1235, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.3275, s0.acc: 92.2593, s0.loss_bbox: 0.2512, s0.loss_mask: 0.4179, s1.loss_cls: 0.1381, s1.acc: 93.0330, s1.loss_bbox: 0.0899, s1.loss_mask: 0.1940, s2.loss_cls: 0.0560, s2.acc: 94.2555, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0900, loss: 1.7621 +2025-06-18 15:42:37,100 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 2 days, 15:55:52, time: 0.917, data_time: 0.036, memory: 19680, loss_rpn_cls: 0.1299, loss_rpn_bbox: 0.0487, s0.loss_cls: 0.3438, s0.acc: 91.9980, s0.loss_bbox: 0.2582, s0.loss_mask: 0.4151, s1.loss_cls: 0.1454, s1.acc: 92.7660, s1.loss_bbox: 0.0948, s1.loss_mask: 0.1916, s2.loss_cls: 0.0590, s2.acc: 94.0399, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0885, loss: 1.8034 +2025-06-18 15:43:22,271 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 2 days, 15:54:44, time: 0.903, data_time: 0.039, memory: 19680, loss_rpn_cls: 0.1233, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.3301, s0.acc: 92.3364, s0.loss_bbox: 0.2405, s0.loss_mask: 0.4099, s1.loss_cls: 0.1404, s1.acc: 93.0992, s1.loss_bbox: 0.0887, s1.loss_mask: 0.1895, s2.loss_cls: 0.0571, s2.acc: 94.1780, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0875, loss: 1.7379 +2025-06-18 15:44:07,257 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 2 days, 15:53:34, time: 0.900, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1182, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.3436, s0.acc: 92.2590, s0.loss_bbox: 0.2446, s0.loss_mask: 0.4213, s1.loss_cls: 0.1455, s1.acc: 93.0191, s1.loss_bbox: 0.0888, s1.loss_mask: 0.1939, s2.loss_cls: 0.0589, s2.acc: 94.2329, s2.loss_bbox: 0.0266, s2.loss_mask: 0.0890, loss: 1.7730 +2025-06-18 15:44:55,139 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 2 days, 15:53:05, time: 0.958, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1255, loss_rpn_bbox: 0.0480, s0.loss_cls: 0.3443, s0.acc: 92.1113, s0.loss_bbox: 0.2509, s0.loss_mask: 0.4238, s1.loss_cls: 0.1469, s1.acc: 92.8615, s1.loss_bbox: 0.0906, s1.loss_mask: 0.1962, s2.loss_cls: 0.0593, s2.acc: 94.0994, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0908, loss: 1.8033 +2025-06-18 15:45:40,402 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 2 days, 15:51:59, time: 0.905, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1241, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.3498, s0.acc: 92.1064, s0.loss_bbox: 0.2491, s0.loss_mask: 0.4233, s1.loss_cls: 0.1484, s1.acc: 92.8675, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1954, s2.loss_cls: 0.0600, s2.acc: 94.1559, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0906, loss: 1.8053 +2025-06-18 15:46:25,427 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 2 days, 15:50:50, time: 0.900, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1234, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.3414, s0.acc: 91.9697, s0.loss_bbox: 0.2552, s0.loss_mask: 0.4193, s1.loss_cls: 0.1441, s1.acc: 92.7071, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1940, s2.loss_cls: 0.0589, s2.acc: 94.0087, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0899, loss: 1.7934 +2025-06-18 15:47:13,414 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 2 days, 15:50:22, time: 0.959, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1296, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.3430, s0.acc: 92.0913, s0.loss_bbox: 0.2531, s0.loss_mask: 0.4180, s1.loss_cls: 0.1456, s1.acc: 92.9552, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1950, s2.loss_cls: 0.0589, s2.acc: 94.1494, s2.loss_bbox: 0.0278, s2.loss_mask: 0.0908, loss: 1.8022 +2025-06-18 15:48:08,044 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 2 days, 15:51:29, time: 1.093, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3332, s0.acc: 92.2812, s0.loss_bbox: 0.2456, s0.loss_mask: 0.4171, s1.loss_cls: 0.1414, s1.acc: 92.9659, s1.loss_bbox: 0.0898, s1.loss_mask: 0.1931, s2.loss_cls: 0.0582, s2.acc: 94.0860, s2.loss_bbox: 0.0276, s2.loss_mask: 0.0890, loss: 1.7613 +2025-06-18 15:48:58,516 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 2 days, 15:51:36, time: 1.009, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1289, loss_rpn_bbox: 0.0485, s0.loss_cls: 0.3422, s0.acc: 92.0693, s0.loss_bbox: 0.2534, s0.loss_mask: 0.4161, s1.loss_cls: 0.1465, s1.acc: 92.7611, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1916, s2.loss_cls: 0.0597, s2.acc: 93.9697, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0889, loss: 1.7976 +2025-06-18 15:49:43,646 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 2 days, 15:50:28, time: 0.903, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1249, loss_rpn_bbox: 0.0472, s0.loss_cls: 0.3400, s0.acc: 92.0469, s0.loss_bbox: 0.2563, s0.loss_mask: 0.4069, s1.loss_cls: 0.1448, s1.acc: 92.7900, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1882, s2.loss_cls: 0.0590, s2.acc: 93.9361, s2.loss_bbox: 0.0292, s2.loss_mask: 0.0873, loss: 1.7793 +2025-06-18 15:50:28,404 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 2 days, 15:49:14, time: 0.895, data_time: 0.032, memory: 19680, loss_rpn_cls: 0.1226, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.3261, s0.acc: 92.3398, s0.loss_bbox: 0.2437, s0.loss_mask: 0.4140, s1.loss_cls: 0.1384, s1.acc: 93.0896, s1.loss_bbox: 0.0908, s1.loss_mask: 0.1926, s2.loss_cls: 0.0573, s2.acc: 94.1700, s2.loss_bbox: 0.0279, s2.loss_mask: 0.0896, loss: 1.7495 +2025-06-18 15:51:13,639 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 2 days, 15:48:08, time: 0.905, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1294, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.3386, s0.acc: 92.1719, s0.loss_bbox: 0.2532, s0.loss_mask: 0.4175, s1.loss_cls: 0.1437, s1.acc: 92.9766, s1.loss_bbox: 0.0936, s1.loss_mask: 0.1941, s2.loss_cls: 0.0584, s2.acc: 94.1664, s2.loss_bbox: 0.0281, s2.loss_mask: 0.0896, loss: 1.7927 +2025-06-18 15:52:01,407 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 2 days, 15:47:37, time: 0.955, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1237, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.3393, s0.acc: 92.2170, s0.loss_bbox: 0.2504, s0.loss_mask: 0.4206, s1.loss_cls: 0.1428, s1.acc: 93.0780, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1952, s2.loss_cls: 0.0579, s2.acc: 94.2619, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0902, loss: 1.7834 +2025-06-18 15:52:46,238 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 2 days, 15:46:26, time: 0.897, data_time: 0.036, memory: 19680, loss_rpn_cls: 0.1162, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.3203, s0.acc: 92.5461, s0.loss_bbox: 0.2398, s0.loss_mask: 0.4156, s1.loss_cls: 0.1364, s1.acc: 93.2730, s1.loss_bbox: 0.0882, s1.loss_mask: 0.1930, s2.loss_cls: 0.0557, s2.acc: 94.3185, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0892, loss: 1.7240 +2025-06-18 15:53:31,635 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 2 days, 15:45:22, time: 0.908, data_time: 0.034, memory: 19680, loss_rpn_cls: 0.1189, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.3340, s0.acc: 92.1755, s0.loss_bbox: 0.2519, s0.loss_mask: 0.4180, s1.loss_cls: 0.1424, s1.acc: 92.8979, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1942, s2.loss_cls: 0.0581, s2.acc: 94.0246, s2.loss_bbox: 0.0283, s2.loss_mask: 0.0901, loss: 1.7729 +2025-06-18 15:54:17,093 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 2 days, 15:44:19, time: 0.909, data_time: 0.030, memory: 19680, loss_rpn_cls: 0.1229, loss_rpn_bbox: 0.0464, s0.loss_cls: 0.3349, s0.acc: 92.0664, s0.loss_bbox: 0.2555, s0.loss_mask: 0.4150, s1.loss_cls: 0.1425, s1.acc: 92.8130, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1906, s2.loss_cls: 0.0584, s2.acc: 93.9759, s2.loss_bbox: 0.0286, s2.loss_mask: 0.0880, loss: 1.7772 +2025-06-18 15:55:13,573 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 2 days, 15:45:47, time: 1.130, data_time: 0.038, memory: 19680, loss_rpn_cls: 0.1220, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.3269, s0.acc: 92.2312, s0.loss_bbox: 0.2514, s0.loss_mask: 0.4164, s1.loss_cls: 0.1410, s1.acc: 92.9307, s1.loss_bbox: 0.0935, s1.loss_mask: 0.1937, s2.loss_cls: 0.0577, s2.acc: 94.0725, s2.loss_bbox: 0.0281, s2.loss_mask: 0.0899, loss: 1.7671 +2025-06-18 15:56:03,596 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 2 days, 15:45:46, time: 1.000, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1151, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.3292, s0.acc: 92.3774, s0.loss_bbox: 0.2405, s0.loss_mask: 0.4184, s1.loss_cls: 0.1417, s1.acc: 93.0290, s1.loss_bbox: 0.0890, s1.loss_mask: 0.1938, s2.loss_cls: 0.0580, s2.acc: 94.1749, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0894, loss: 1.7456 +2025-06-18 15:56:49,205 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 2 days, 15:44:46, time: 0.913, data_time: 0.033, memory: 19680, loss_rpn_cls: 0.1291, loss_rpn_bbox: 0.0499, s0.loss_cls: 0.3366, s0.acc: 91.9788, s0.loss_bbox: 0.2592, s0.loss_mask: 0.4198, s1.loss_cls: 0.1435, s1.acc: 92.7605, s1.loss_bbox: 0.0952, s1.loss_mask: 0.1955, s2.loss_cls: 0.0583, s2.acc: 93.9930, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0908, loss: 1.8064 +2025-06-18 15:57:34,457 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 2 days, 15:43:40, time: 0.905, data_time: 0.035, memory: 19680, loss_rpn_cls: 0.1151, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.3411, s0.acc: 92.1177, s0.loss_bbox: 0.2497, s0.loss_mask: 0.4219, s1.loss_cls: 0.1444, s1.acc: 92.9493, s1.loss_bbox: 0.0902, s1.loss_mask: 0.1935, s2.loss_cls: 0.0590, s2.acc: 94.1551, s2.loss_bbox: 0.0273, s2.loss_mask: 0.0894, loss: 1.7753 +2025-06-18 15:58:19,350 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 2 days, 15:42:29, time: 0.898, data_time: 0.025, memory: 19680, loss_rpn_cls: 0.1258, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.3268, s0.acc: 92.2817, s0.loss_bbox: 0.2461, s0.loss_mask: 0.4113, s1.loss_cls: 0.1385, s1.acc: 93.0857, s1.loss_bbox: 0.0919, s1.loss_mask: 0.1911, s2.loss_cls: 0.0566, s2.acc: 94.1472, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0886, loss: 1.7516 +2025-06-18 15:59:04,703 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 2 days, 15:41:25, time: 0.907, data_time: 0.031, memory: 19680, loss_rpn_cls: 0.1293, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.3328, s0.acc: 92.2634, s0.loss_bbox: 0.2488, s0.loss_mask: 0.4221, s1.loss_cls: 0.1406, s1.acc: 93.0664, s1.loss_bbox: 0.0909, s1.loss_mask: 0.1949, s2.loss_cls: 0.0575, s2.acc: 94.2166, s2.loss_bbox: 0.0275, s2.loss_mask: 0.0909, loss: 1.7827 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_gate/20250618_110426.log.json b/mmdet/results/train/mona_moe_4_16_1e-4_gate/20250618_110426.log.json new file mode 100644 index 0000000000000000000000000000000000000000..1bea829d3d952fd7cdeee54edede5146155737f7 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_gate/20250618_110426.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:14eb75b182e65d6da64bd2a44f1d6d959815bdfc7e58297910472c65c0612cdb +size 187274 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_gate/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py b/mmdet/results/train/mona_moe_4_16_1e-4_gate/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..8c3abf93a4e21121ee353c9e3ec2bf3a9d363309 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_gate/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_gate/epoch_1.pth 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mode 120000 index 0000000000000000000000000000000000000000..8d43501f1a367ffcd95a35b5833c339713eafcbc --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_gate/latest.pth @@ -0,0 +1 @@ +epoch_2.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_mlp/20250617_224238.log b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/20250617_224238.log new file mode 100644 index 0000000000000000000000000000000000000000..a89427e742e4eaa32434a91b7134aa1a24a45526 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/20250617_224238.log @@ -0,0 +1,1304 @@ +2025-06-17 22:42:38,620 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+96fe5da +------------------------------------------------------------ + +2025-06-17 22:42:41,748 - mmdet - INFO - Distributed training: True +2025-06-17 22:42:45,117 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe' +gpu_ids = range(0, 8) + +2025-06-17 22:43:29,957 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe.pth +2025-06-17 22:43:30,715 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.weight_noise.weight, 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backbone.layers.3.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.weight_noise.weight + +2025-06-17 22:43:30,775 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe +2025-06-17 22:43:30,776 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-17 22:43:30,776 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-17 22:43:30,778 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe by HardDiskBackend. +2025-06-17 22:45:40,622 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 22:15:52, time: 2.596, data_time: 1.589, memory: 16394, loss_rpn_cls: 0.5635, loss_rpn_bbox: 0.0591, s0.loss_cls: 0.5520, s0.acc: 95.1824, s0.loss_bbox: 0.1567, s0.loss_mask: 0.7108, s1.loss_cls: 0.1687, s1.acc: 96.8972, s1.loss_bbox: 0.0260, s1.loss_mask: 0.3456, s2.loss_cls: 0.0597, s2.acc: 97.9089, s2.loss_bbox: 0.0038, s2.loss_mask: 0.1752, loss: 2.8212 +2025-06-17 22:46:28,479 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 10:11:34, time: 0.957, data_time: 0.023, memory: 16534, loss_rpn_cls: 0.2694, loss_rpn_bbox: 0.0536, s0.loss_cls: 0.3613, s0.acc: 94.6995, s0.loss_bbox: 0.1757, s0.loss_mask: 0.6294, s1.loss_cls: 0.1116, s1.acc: 97.0015, s1.loss_bbox: 0.0287, s1.loss_mask: 0.3028, s2.loss_cls: 0.0398, s2.acc: 98.0156, s2.loss_bbox: 0.0042, s2.loss_mask: 0.1475, loss: 2.1239 +2025-06-17 22:47:23,776 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 17:46:26, time: 1.105, data_time: 0.024, memory: 19185, loss_rpn_cls: 0.2404, loss_rpn_bbox: 0.0542, s0.loss_cls: 0.3662, s0.acc: 94.3628, s0.loss_bbox: 0.1866, s0.loss_mask: 0.6197, s1.loss_cls: 0.1112, s1.acc: 96.8489, s1.loss_bbox: 0.0305, s1.loss_mask: 0.3001, s2.loss_cls: 0.0372, s2.acc: 97.9868, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1453, loss: 2.0954 +2025-06-17 22:48:10,409 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 4 days, 6:23:43, time: 0.933, data_time: 0.023, memory: 19185, loss_rpn_cls: 0.2412, loss_rpn_bbox: 0.0577, s0.loss_cls: 0.3729, s0.acc: 94.1155, s0.loss_bbox: 0.1933, s0.loss_mask: 0.6132, s1.loss_cls: 0.1139, s1.acc: 96.6370, s1.loss_bbox: 0.0322, s1.loss_mask: 0.2953, s2.loss_cls: 0.0381, s2.acc: 97.8420, s2.loss_bbox: 0.0045, s2.loss_mask: 0.1427, loss: 2.1050 +2025-06-17 22:48:56,723 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 3 days, 23:28:08, time: 0.926, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.2363, loss_rpn_bbox: 0.0582, s0.loss_cls: 0.3661, s0.acc: 94.1858, s0.loss_bbox: 0.1922, s0.loss_mask: 0.6074, s1.loss_cls: 0.1104, s1.acc: 96.7295, s1.loss_bbox: 0.0315, s1.loss_mask: 0.2926, s2.loss_cls: 0.0367, s2.acc: 97.9114, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1412, loss: 2.0768 +2025-06-17 22:49:43,247 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 18:53:30, time: 0.930, data_time: 0.025, memory: 20400, loss_rpn_cls: 0.2225, loss_rpn_bbox: 0.0563, s0.loss_cls: 0.3430, s0.acc: 94.3987, s0.loss_bbox: 0.1799, s0.loss_mask: 0.6049, s1.loss_cls: 0.1048, s1.acc: 96.7542, s1.loss_bbox: 0.0308, s1.loss_mask: 0.2922, s2.loss_cls: 0.0355, s2.acc: 97.8850, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1412, loss: 2.0154 +2025-06-17 22:50:29,110 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 15:29:17, time: 0.918, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.2076, loss_rpn_bbox: 0.0531, s0.loss_cls: 0.3502, s0.acc: 94.3298, s0.loss_bbox: 0.1879, s0.loss_mask: 0.6068, s1.loss_cls: 0.1057, s1.acc: 96.7583, s1.loss_bbox: 0.0325, s1.loss_mask: 0.2919, s2.loss_cls: 0.0347, s2.acc: 97.9783, s2.loss_bbox: 0.0046, s2.loss_mask: 0.1409, loss: 2.0159 +2025-06-17 22:51:14,937 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 12:55:16, time: 0.916, data_time: 0.025, memory: 20400, loss_rpn_cls: 0.2025, loss_rpn_bbox: 0.0559, s0.loss_cls: 0.3634, s0.acc: 94.0967, s0.loss_bbox: 0.1935, s0.loss_mask: 0.5950, s1.loss_cls: 0.1133, s1.acc: 96.5051, s1.loss_bbox: 0.0352, s1.loss_mask: 0.2862, s2.loss_cls: 0.0368, s2.acc: 97.8372, s2.loss_bbox: 0.0049, s2.loss_mask: 0.1374, loss: 2.0240 +2025-06-17 22:52:01,383 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 11:01:14, time: 0.929, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1880, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.3686, s0.acc: 93.9224, s0.loss_bbox: 0.2034, s0.loss_mask: 0.5926, s1.loss_cls: 0.1135, s1.acc: 96.4812, s1.loss_bbox: 0.0364, s1.loss_mask: 0.2853, s2.loss_cls: 0.0365, s2.acc: 97.8613, s2.loss_bbox: 0.0051, s2.loss_mask: 0.1365, loss: 2.0167 +2025-06-17 22:53:01,417 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 11:29:31, time: 1.201, data_time: 0.021, memory: 20400, loss_rpn_cls: 0.1895, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.3811, s0.acc: 93.7095, s0.loss_bbox: 0.2117, s0.loss_mask: 0.5770, s1.loss_cls: 0.1185, s1.acc: 96.3435, s1.loss_bbox: 0.0386, s1.loss_mask: 0.2759, s2.loss_cls: 0.0379, s2.acc: 97.7981, s2.loss_bbox: 0.0054, s2.loss_mask: 0.1316, loss: 2.0208 +2025-06-17 22:53:50,022 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 10:21:01, time: 0.972, data_time: 0.021, memory: 20400, loss_rpn_cls: 0.1709, loss_rpn_bbox: 0.0487, s0.loss_cls: 0.4005, s0.acc: 93.3406, s0.loss_bbox: 0.2245, s0.loss_mask: 0.5657, s1.loss_cls: 0.1301, s1.acc: 95.8813, s1.loss_bbox: 0.0461, s1.loss_mask: 0.2708, s2.loss_cls: 0.0408, s2.acc: 97.5688, s2.loss_bbox: 0.0069, s2.loss_mask: 0.1286, loss: 2.0336 +2025-06-17 22:54:39,042 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 9:26:51, time: 0.980, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1602, loss_rpn_bbox: 0.0494, s0.loss_cls: 0.4446, s0.acc: 92.4209, s0.loss_bbox: 0.2478, s0.loss_mask: 0.5383, s1.loss_cls: 0.1616, s1.acc: 94.6091, s1.loss_bbox: 0.0625, s1.loss_mask: 0.2561, s2.loss_cls: 0.0530, s2.acc: 96.6399, s2.loss_bbox: 0.0116, s2.loss_mask: 0.1211, loss: 2.1062 +2025-06-17 22:55:28,402 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 8:43:11, time: 0.987, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1604, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.4540, s0.acc: 92.0266, s0.loss_bbox: 0.2560, s0.loss_mask: 0.5213, s1.loss_cls: 0.1723, s1.acc: 94.0215, s1.loss_bbox: 0.0690, s1.loss_mask: 0.2454, s2.loss_cls: 0.0602, s2.acc: 96.0149, s2.loss_bbox: 0.0146, s2.loss_mask: 0.1150, loss: 2.1190 +2025-06-17 22:56:18,866 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 8:12:40, time: 1.009, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1603, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.4735, s0.acc: 91.4080, s0.loss_bbox: 0.2701, s0.loss_mask: 0.5025, s1.loss_cls: 0.1870, s1.acc: 93.1560, s1.loss_bbox: 0.0787, s1.loss_mask: 0.2383, s2.loss_cls: 0.0676, s2.acc: 95.2268, s2.loss_bbox: 0.0182, s2.loss_mask: 0.1115, loss: 2.1588 +2025-06-17 22:57:08,912 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 7:43:40, time: 1.001, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1481, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.4647, s0.acc: 91.4805, s0.loss_bbox: 0.2630, s0.loss_mask: 0.4955, s1.loss_cls: 0.1856, s1.acc: 93.1457, s1.loss_bbox: 0.0780, s1.loss_mask: 0.2332, s2.loss_cls: 0.0687, s2.acc: 95.0405, s2.loss_bbox: 0.0190, s2.loss_mask: 0.1088, loss: 2.1132 +2025-06-17 22:58:17,005 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 8:56:59, time: 1.362, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1417, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.4715, s0.acc: 91.2781, s0.loss_bbox: 0.2684, s0.loss_mask: 0.4908, s1.loss_cls: 0.1915, s1.acc: 92.7380, s1.loss_bbox: 0.0819, s1.loss_mask: 0.2302, s2.loss_cls: 0.0713, s2.acc: 94.7332, s2.loss_bbox: 0.0203, s2.loss_mask: 0.1068, loss: 2.1210 +2025-06-17 22:59:06,198 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 8:24:08, time: 0.984, data_time: 0.025, memory: 20400, loss_rpn_cls: 0.1393, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.4413, s0.acc: 91.6060, s0.loss_bbox: 0.2535, s0.loss_mask: 0.4760, s1.loss_cls: 0.1793, s1.acc: 93.0015, s1.loss_bbox: 0.0782, s1.loss_mask: 0.2218, s2.loss_cls: 0.0677, s2.acc: 94.8093, s2.loss_bbox: 0.0199, s2.loss_mask: 0.1030, loss: 2.0257 +2025-06-17 22:59:56,077 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 3 days, 7:58:10, time: 0.998, data_time: 0.022, memory: 20400, loss_rpn_cls: 0.1306, loss_rpn_bbox: 0.0458, s0.loss_cls: 0.4703, s0.acc: 90.9805, s0.loss_bbox: 0.2752, s0.loss_mask: 0.4845, s1.loss_cls: 0.1913, s1.acc: 92.4114, s1.loss_bbox: 0.0860, s1.loss_mask: 0.2276, s2.loss_cls: 0.0732, s2.acc: 94.2700, s2.loss_bbox: 0.0222, s2.loss_mask: 0.1057, loss: 2.1124 +2025-06-17 23:00:45,412 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 3 days, 7:32:20, time: 0.987, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1304, loss_rpn_bbox: 0.0450, s0.loss_cls: 0.4499, s0.acc: 91.4326, s0.loss_bbox: 0.2629, s0.loss_mask: 0.4715, s1.loss_cls: 0.1823, s1.acc: 92.8054, s1.loss_bbox: 0.0813, s1.loss_mask: 0.2182, s2.loss_cls: 0.0697, s2.acc: 94.6199, s2.loss_bbox: 0.0208, s2.loss_mask: 0.1012, loss: 2.0332 +2025-06-17 23:01:35,554 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-17 23:01:35,554 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 3 days, 7:12:32, time: 1.003, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1301, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.4507, s0.acc: 91.1606, s0.loss_bbox: 0.2701, s0.loss_mask: 0.4611, s1.loss_cls: 0.1836, s1.acc: 92.5361, s1.loss_bbox: 0.0853, s1.loss_mask: 0.2157, s2.loss_cls: 0.0709, s2.acc: 94.3210, s2.loss_bbox: 0.0224, s2.loss_mask: 0.0998, loss: 2.0346 +2025-06-17 23:02:25,844 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 3 days, 6:55:08, time: 1.006, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1295, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.4424, s0.acc: 91.2480, s0.loss_bbox: 0.2619, s0.loss_mask: 0.4579, s1.loss_cls: 0.1841, s1.acc: 92.4985, s1.loss_bbox: 0.0846, s1.loss_mask: 0.2131, s2.loss_cls: 0.0715, s2.acc: 94.2096, s2.loss_bbox: 0.0227, s2.loss_mask: 0.0984, loss: 2.0106 +2025-06-17 23:03:15,882 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 3 days, 6:38:19, time: 1.001, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1160, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.4441, s0.acc: 91.1885, s0.loss_bbox: 0.2674, s0.loss_mask: 0.4583, s1.loss_cls: 0.1850, s1.acc: 92.2956, s1.loss_bbox: 0.0873, s1.loss_mask: 0.2162, s2.loss_cls: 0.0721, s2.acc: 94.0417, s2.loss_bbox: 0.0235, s2.loss_mask: 0.1006, loss: 2.0118 +2025-06-17 23:04:17,777 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 3 days, 7:07:59, time: 1.238, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1261, loss_rpn_bbox: 0.0457, s0.loss_cls: 0.4467, s0.acc: 91.0410, s0.loss_bbox: 0.2702, s0.loss_mask: 0.4560, s1.loss_cls: 0.1845, s1.acc: 92.3373, s1.loss_bbox: 0.0887, s1.loss_mask: 0.2142, s2.loss_cls: 0.0714, s2.acc: 93.9905, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0986, loss: 2.0259 +2025-06-17 23:05:08,306 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 3 days, 6:53:37, time: 1.011, data_time: 0.026, memory: 20400, loss_rpn_cls: 0.1339, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.4463, s0.acc: 90.8447, s0.loss_bbox: 0.2740, s0.loss_mask: 0.4525, s1.loss_cls: 0.1867, s1.acc: 92.0180, s1.loss_bbox: 0.0909, s1.loss_mask: 0.2110, s2.loss_cls: 0.0735, s2.acc: 93.7489, s2.loss_bbox: 0.0249, s2.loss_mask: 0.0977, loss: 2.0406 +2025-06-17 23:05:58,465 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 3 days, 6:39:04, time: 1.003, data_time: 0.026, memory: 20400, loss_rpn_cls: 0.1211, loss_rpn_bbox: 0.0417, s0.loss_cls: 0.4299, s0.acc: 91.3525, s0.loss_bbox: 0.2577, s0.loss_mask: 0.4483, s1.loss_cls: 0.1819, s1.acc: 92.3295, s1.loss_bbox: 0.0866, s1.loss_mask: 0.2086, s2.loss_cls: 0.0718, s2.acc: 93.9609, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0967, loss: 1.9683 +2025-06-17 23:06:48,980 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 3 days, 6:26:44, time: 1.010, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1183, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.4225, s0.acc: 91.2720, s0.loss_bbox: 0.2572, s0.loss_mask: 0.4346, s1.loss_cls: 0.1770, s1.acc: 92.3029, s1.loss_bbox: 0.0870, s1.loss_mask: 0.2024, s2.loss_cls: 0.0712, s2.acc: 93.7728, s2.loss_bbox: 0.0250, s2.loss_mask: 0.0940, loss: 1.9312 +2025-06-17 23:07:40,025 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 3 days, 6:17:00, time: 1.021, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1272, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.4394, s0.acc: 90.8308, s0.loss_bbox: 0.2745, s0.loss_mask: 0.4350, s1.loss_cls: 0.1845, s1.acc: 91.9426, s1.loss_bbox: 0.0932, s1.loss_mask: 0.2025, s2.loss_cls: 0.0737, s2.acc: 93.5956, s2.loss_bbox: 0.0265, s2.loss_mask: 0.0931, loss: 1.9960 +2025-06-17 23:08:30,610 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 3 days, 6:06:26, time: 1.012, data_time: 0.026, memory: 20400, loss_rpn_cls: 0.1136, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.4184, s0.acc: 91.3640, s0.loss_bbox: 0.2556, s0.loss_mask: 0.4340, s1.loss_cls: 0.1782, s1.acc: 92.2724, s1.loss_bbox: 0.0892, s1.loss_mask: 0.2030, s2.loss_cls: 0.0714, s2.acc: 93.7788, s2.loss_bbox: 0.0256, s2.loss_mask: 0.0938, loss: 1.9238 +2025-06-17 23:09:39,687 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 3 days, 6:52:20, time: 1.382, data_time: 0.025, memory: 20400, loss_rpn_cls: 0.1192, loss_rpn_bbox: 0.0432, s0.loss_cls: 0.4248, s0.acc: 90.9631, s0.loss_bbox: 0.2716, s0.loss_mask: 0.4367, s1.loss_cls: 0.1789, s1.acc: 92.0567, s1.loss_bbox: 0.0924, s1.loss_mask: 0.2021, s2.loss_cls: 0.0702, s2.acc: 93.6779, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0930, loss: 1.9580 +2025-06-17 23:10:31,017 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 3 days, 6:43:22, time: 1.027, data_time: 0.028, memory: 20400, loss_rpn_cls: 0.1259, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.4363, s0.acc: 90.8110, s0.loss_bbox: 0.2741, s0.loss_mask: 0.4366, s1.loss_cls: 0.1843, s1.acc: 91.8766, s1.loss_bbox: 0.0944, s1.loss_mask: 0.2025, s2.loss_cls: 0.0733, s2.acc: 93.5507, s2.loss_bbox: 0.0271, s2.loss_mask: 0.0931, loss: 1.9936 +2025-06-17 23:11:21,786 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 3 days, 6:33:14, time: 1.015, data_time: 0.031, memory: 20400, loss_rpn_cls: 0.1103, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.4214, s0.acc: 91.1294, s0.loss_bbox: 0.2668, s0.loss_mask: 0.4323, s1.loss_cls: 0.1766, s1.acc: 92.2186, s1.loss_bbox: 0.0917, s1.loss_mask: 0.2009, s2.loss_cls: 0.0696, s2.acc: 93.8452, s2.loss_bbox: 0.0261, s2.loss_mask: 0.0921, loss: 1.9275 +2025-06-17 23:12:12,569 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 3 days, 6:23:53, time: 1.016, data_time: 0.026, memory: 20400, loss_rpn_cls: 0.1162, loss_rpn_bbox: 0.0415, s0.loss_cls: 0.4258, s0.acc: 90.9517, s0.loss_bbox: 0.2699, s0.loss_mask: 0.4343, s1.loss_cls: 0.1781, s1.acc: 92.0345, s1.loss_bbox: 0.0924, s1.loss_mask: 0.2014, s2.loss_cls: 0.0705, s2.acc: 93.7053, s2.loss_bbox: 0.0263, s2.loss_mask: 0.0930, loss: 1.9494 +2025-06-17 23:13:03,172 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 3 days, 6:14:32, time: 1.012, data_time: 0.027, memory: 20400, loss_rpn_cls: 0.1107, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.4114, s0.acc: 91.2585, s0.loss_bbox: 0.2587, s0.loss_mask: 0.4279, s1.loss_cls: 0.1734, s1.acc: 92.2124, s1.loss_bbox: 0.0893, s1.loss_mask: 0.1984, s2.loss_cls: 0.0698, s2.acc: 93.7277, s2.loss_bbox: 0.0257, s2.loss_mask: 0.0915, loss: 1.8975 +2025-06-17 23:13:54,228 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 3 days, 6:06:49, time: 1.021, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1138, loss_rpn_bbox: 0.0418, s0.loss_cls: 0.4172, s0.acc: 91.1235, s0.loss_bbox: 0.2643, s0.loss_mask: 0.4296, s1.loss_cls: 0.1775, s1.acc: 92.0563, s1.loss_bbox: 0.0924, s1.loss_mask: 0.1999, s2.loss_cls: 0.0717, s2.acc: 93.5356, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0921, loss: 1.9272 +2025-06-17 23:14:45,378 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 3 days, 5:59:43, time: 1.023, data_time: 0.025, memory: 20400, loss_rpn_cls: 0.1115, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.4189, s0.acc: 90.9812, s0.loss_bbox: 0.2685, s0.loss_mask: 0.4207, s1.loss_cls: 0.1765, s1.acc: 91.9954, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1961, s2.loss_cls: 0.0706, s2.acc: 93.4762, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0903, loss: 1.9163 +2025-06-17 23:15:54,154 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 3 days, 6:35:46, time: 1.376, data_time: 0.025, memory: 20400, loss_rpn_cls: 0.1105, loss_rpn_bbox: 0.0431, s0.loss_cls: 0.4138, s0.acc: 91.1985, s0.loss_bbox: 0.2613, s0.loss_mask: 0.4290, s1.loss_cls: 0.1751, s1.acc: 92.2284, s1.loss_bbox: 0.0901, s1.loss_mask: 0.2008, s2.loss_cls: 0.0701, s2.acc: 93.7041, s2.loss_bbox: 0.0260, s2.loss_mask: 0.0931, loss: 1.9128 +2025-06-17 23:16:45,113 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 3 days, 6:27:38, time: 1.018, data_time: 0.027, memory: 20400, loss_rpn_cls: 0.1134, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.4187, s0.acc: 91.0095, s0.loss_bbox: 0.2704, s0.loss_mask: 0.4187, s1.loss_cls: 0.1783, s1.acc: 92.0179, s1.loss_bbox: 0.0940, s1.loss_mask: 0.1966, s2.loss_cls: 0.0717, s2.acc: 93.5101, s2.loss_bbox: 0.0275, s2.loss_mask: 0.0913, loss: 1.9233 +2025-06-17 23:17:36,196 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 3 days, 6:20:20, time: 1.022, data_time: 0.028, memory: 20400, loss_rpn_cls: 0.1114, loss_rpn_bbox: 0.0430, s0.loss_cls: 0.4132, s0.acc: 91.1343, s0.loss_bbox: 0.2593, s0.loss_mask: 0.4228, s1.loss_cls: 0.1761, s1.acc: 92.1111, s1.loss_bbox: 0.0913, s1.loss_mask: 0.1972, s2.loss_cls: 0.0719, s2.acc: 93.5018, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0920, loss: 1.9060 +2025-06-17 23:18:28,041 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 3 days, 6:15:01, time: 1.037, data_time: 0.028, memory: 20400, loss_rpn_cls: 0.1095, loss_rpn_bbox: 0.0427, s0.loss_cls: 0.4102, s0.acc: 90.9458, s0.loss_bbox: 0.2736, s0.loss_mask: 0.4179, s1.loss_cls: 0.1752, s1.acc: 91.9071, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1935, s2.loss_cls: 0.0715, s2.acc: 93.2596, s2.loss_bbox: 0.0292, s2.loss_mask: 0.0887, loss: 1.9095 +2025-06-17 23:19:19,341 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-17 23:19:19,341 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 3 days, 6:08:44, time: 1.026, data_time: 0.031, memory: 20400, loss_rpn_cls: 0.1064, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.4125, s0.acc: 91.0554, s0.loss_bbox: 0.2674, s0.loss_mask: 0.4154, s1.loss_cls: 0.1763, s1.acc: 91.9326, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1932, s2.loss_cls: 0.0719, s2.acc: 93.3838, s2.loss_bbox: 0.0283, s2.loss_mask: 0.0893, loss: 1.8956 +2025-06-17 23:20:10,485 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 3 days, 6:02:22, time: 1.023, data_time: 0.028, memory: 20400, loss_rpn_cls: 0.1075, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.4125, s0.acc: 90.8669, s0.loss_bbox: 0.2739, s0.loss_mask: 0.4272, s1.loss_cls: 0.1753, s1.acc: 91.9044, s1.loss_bbox: 0.0958, s1.loss_mask: 0.1983, s2.loss_cls: 0.0717, s2.acc: 93.4152, s2.loss_bbox: 0.0279, s2.loss_mask: 0.0908, loss: 1.9219 +2025-06-17 23:21:15,586 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 3 days, 6:25:16, time: 1.302, data_time: 0.026, memory: 20400, loss_rpn_cls: 0.1027, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.4074, s0.acc: 90.9978, s0.loss_bbox: 0.2648, s0.loss_mask: 0.4052, s1.loss_cls: 0.1765, s1.acc: 91.7931, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1891, s2.loss_cls: 0.0731, s2.acc: 93.1660, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0872, loss: 1.8695 +2025-06-17 23:22:06,416 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 3 days, 6:18:05, time: 1.016, data_time: 0.024, memory: 20400, loss_rpn_cls: 0.1109, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3944, s0.acc: 91.2458, s0.loss_bbox: 0.2596, s0.loss_mask: 0.4065, s1.loss_cls: 0.1703, s1.acc: 92.0715, s1.loss_bbox: 0.0942, s1.loss_mask: 0.1907, s2.loss_cls: 0.0706, s2.acc: 93.3360, s2.loss_bbox: 0.0286, s2.loss_mask: 0.0880, loss: 1.8534 +2025-06-17 23:22:57,531 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 3 days, 6:11:46, time: 1.022, data_time: 0.027, memory: 20400, loss_rpn_cls: 0.1074, loss_rpn_bbox: 0.0415, s0.loss_cls: 0.4110, s0.acc: 91.1226, s0.loss_bbox: 0.2598, s0.loss_mask: 0.4056, s1.loss_cls: 0.1771, s1.acc: 91.9724, s1.loss_bbox: 0.0938, s1.loss_mask: 0.1875, s2.loss_cls: 0.0732, s2.acc: 93.2506, s2.loss_bbox: 0.0290, s2.loss_mask: 0.0874, loss: 1.8734 +2025-06-17 23:23:48,809 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 3 days, 6:06:00, time: 1.026, data_time: 0.026, memory: 20400, loss_rpn_cls: 0.1029, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3898, s0.acc: 91.3315, s0.loss_bbox: 0.2593, s0.loss_mask: 0.4051, s1.loss_cls: 0.1684, s1.acc: 92.1098, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1882, s2.loss_cls: 0.0688, s2.acc: 93.5197, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0873, loss: 1.8317 +2025-06-17 23:24:40,019 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 3 days, 6:00:20, time: 1.024, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1105, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.4028, s0.acc: 91.0637, s0.loss_bbox: 0.2727, s0.loss_mask: 0.4100, s1.loss_cls: 0.1697, s1.acc: 92.1005, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1904, s2.loss_cls: 0.0693, s2.acc: 93.4332, s2.loss_bbox: 0.0291, s2.loss_mask: 0.0883, loss: 1.8821 +2025-06-17 23:25:30,655 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 3 days, 5:53:47, time: 1.013, data_time: 0.023, memory: 20400, loss_rpn_cls: 0.1035, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3931, s0.acc: 91.3704, s0.loss_bbox: 0.2581, s0.loss_mask: 0.4071, s1.loss_cls: 0.1691, s1.acc: 92.1845, s1.loss_bbox: 0.0931, s1.loss_mask: 0.1892, s2.loss_cls: 0.0696, s2.acc: 93.5922, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0868, loss: 1.8385 +2025-06-17 23:26:21,674 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 3 days, 5:48:11, time: 1.020, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.1021, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3944, s0.acc: 91.3511, s0.loss_bbox: 0.2556, s0.loss_mask: 0.4075, s1.loss_cls: 0.1688, s1.acc: 92.2014, s1.loss_bbox: 0.0910, s1.loss_mask: 0.1890, s2.loss_cls: 0.0687, s2.acc: 93.5561, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0871, loss: 1.8323 +2025-06-17 23:27:28,944 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 3 days, 6:11:38, time: 1.345, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.1091, loss_rpn_bbox: 0.0415, s0.loss_cls: 0.3929, s0.acc: 91.0854, s0.loss_bbox: 0.2688, s0.loss_mask: 0.4013, s1.loss_cls: 0.1696, s1.acc: 91.9579, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1864, s2.loss_cls: 0.0701, s2.acc: 93.2781, s2.loss_bbox: 0.0296, s2.loss_mask: 0.0861, loss: 1.8530 +2025-06-17 23:28:20,409 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 3 days, 6:06:39, time: 1.030, data_time: 0.020, memory: 21162, loss_rpn_cls: 0.1029, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3882, s0.acc: 91.3745, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3925, s1.loss_cls: 0.1676, s1.acc: 92.2677, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1821, s2.loss_cls: 0.0690, s2.acc: 93.4879, s2.loss_bbox: 0.0302, s2.loss_mask: 0.0843, loss: 1.8092 +2025-06-17 23:29:11,914 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 3 days, 6:01:50, time: 1.030, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.1045, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.3908, s0.acc: 91.2288, s0.loss_bbox: 0.2653, s0.loss_mask: 0.4092, s1.loss_cls: 0.1681, s1.acc: 92.1328, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1909, s2.loss_cls: 0.0689, s2.acc: 93.5277, s2.loss_bbox: 0.0287, s2.loss_mask: 0.0879, loss: 1.8505 +2025-06-17 23:30:03,997 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 3 days, 5:58:09, time: 1.042, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.1020, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3928, s0.acc: 91.1355, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3929, s1.loss_cls: 0.1694, s1.acc: 91.9472, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1822, s2.loss_cls: 0.0704, s2.acc: 93.2198, s2.loss_bbox: 0.0296, s2.loss_mask: 0.0841, loss: 1.8241 +2025-06-17 23:30:55,781 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 3 days, 5:54:05, time: 1.036, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.1051, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.3913, s0.acc: 91.1147, s0.loss_bbox: 0.2705, s0.loss_mask: 0.3962, s1.loss_cls: 0.1672, s1.acc: 92.0160, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1838, s2.loss_cls: 0.0692, s2.acc: 93.2677, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0847, loss: 1.8386 +2025-06-17 23:31:47,475 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 3 days, 5:49:59, time: 1.034, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.1017, loss_rpn_bbox: 0.0415, s0.loss_cls: 0.3885, s0.acc: 91.3096, s0.loss_bbox: 0.2670, s0.loss_mask: 0.4028, s1.loss_cls: 0.1648, s1.acc: 92.1439, s1.loss_bbox: 0.0977, s1.loss_mask: 0.1873, s2.loss_cls: 0.0680, s2.acc: 93.4231, s2.loss_bbox: 0.0299, s2.loss_mask: 0.0866, loss: 1.8360 +2025-06-17 23:32:53,512 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 3 days, 6:08:43, time: 1.321, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0992, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3751, s0.acc: 91.5432, s0.loss_bbox: 0.2508, s0.loss_mask: 0.3903, s1.loss_cls: 0.1633, s1.acc: 92.2939, s1.loss_bbox: 0.0933, s1.loss_mask: 0.1803, s2.loss_cls: 0.0683, s2.acc: 93.4084, s2.loss_bbox: 0.0292, s2.loss_mask: 0.0826, loss: 1.7707 +2025-06-17 23:33:47,229 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 3 days, 6:07:35, time: 1.074, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.1028, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.3704, s0.acc: 91.5991, s0.loss_bbox: 0.2540, s0.loss_mask: 0.3957, s1.loss_cls: 0.1590, s1.acc: 92.3628, s1.loss_bbox: 0.0926, s1.loss_mask: 0.1841, s2.loss_cls: 0.0654, s2.acc: 93.5063, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0844, loss: 1.7771 +2025-06-17 23:34:39,023 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 3 days, 6:03:32, time: 1.036, data_time: 0.027, memory: 21162, loss_rpn_cls: 0.0998, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.3845, s0.acc: 91.1143, s0.loss_bbox: 0.2729, s0.loss_mask: 0.3965, s1.loss_cls: 0.1652, s1.acc: 92.0322, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1849, s2.loss_cls: 0.0686, s2.acc: 93.2997, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0858, loss: 1.8281 +2025-06-17 23:35:30,856 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 3 days, 5:59:38, time: 1.037, data_time: 0.027, memory: 21162, loss_rpn_cls: 0.0950, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3810, s0.acc: 91.2397, s0.loss_bbox: 0.2653, s0.loss_mask: 0.3923, s1.loss_cls: 0.1657, s1.acc: 91.9708, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1833, s2.loss_cls: 0.0685, s2.acc: 93.2568, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0843, loss: 1.8044 +2025-06-17 23:36:22,323 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 3 days, 5:55:17, time: 1.029, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0976, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3883, s0.acc: 91.2363, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3924, s1.loss_cls: 0.1692, s1.acc: 91.9856, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1826, s2.loss_cls: 0.0699, s2.acc: 93.1638, s2.loss_bbox: 0.0310, s2.loss_mask: 0.0841, loss: 1.8152 +2025-06-17 23:37:13,914 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-17 23:37:13,914 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 3 days, 5:51:17, time: 1.032, data_time: 0.020, memory: 21162, loss_rpn_cls: 0.1038, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.3905, s0.acc: 91.1838, s0.loss_bbox: 0.2647, s0.loss_mask: 0.3972, s1.loss_cls: 0.1662, s1.acc: 92.1768, s1.loss_bbox: 0.0956, s1.loss_mask: 0.1838, s2.loss_cls: 0.0687, s2.acc: 93.4157, s2.loss_bbox: 0.0293, s2.loss_mask: 0.0836, loss: 1.8246 +2025-06-17 23:38:05,957 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 3 days, 5:48:00, time: 1.041, data_time: 0.033, memory: 21162, loss_rpn_cls: 0.1051, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3981, s0.acc: 90.9036, s0.loss_bbox: 0.2759, s0.loss_mask: 0.3988, s1.loss_cls: 0.1699, s1.acc: 91.7978, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1862, s2.loss_cls: 0.0708, s2.acc: 92.9968, s2.loss_bbox: 0.0316, s2.loss_mask: 0.0861, loss: 1.8643 +2025-06-17 23:39:16,391 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 3 days, 6:10:34, time: 1.409, data_time: 0.027, memory: 21162, loss_rpn_cls: 0.1007, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3809, s0.acc: 91.2930, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3896, s1.loss_cls: 0.1641, s1.acc: 92.1036, s1.loss_bbox: 0.0967, s1.loss_mask: 0.1807, s2.loss_cls: 0.0684, s2.acc: 93.2684, s2.loss_bbox: 0.0300, s2.loss_mask: 0.0834, loss: 1.7944 +2025-06-17 23:40:07,843 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 3 days, 6:06:11, time: 1.029, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0915, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3842, s0.acc: 91.3052, s0.loss_bbox: 0.2632, s0.loss_mask: 0.3905, s1.loss_cls: 0.1664, s1.acc: 92.0904, s1.loss_bbox: 0.0971, s1.loss_mask: 0.1825, s2.loss_cls: 0.0694, s2.acc: 93.3112, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0841, loss: 1.7969 +2025-06-17 23:40:59,479 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 3 days, 6:02:13, time: 1.033, data_time: 0.021, memory: 21162, loss_rpn_cls: 0.1064, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3891, s0.acc: 91.2566, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3937, s1.loss_cls: 0.1675, s1.acc: 92.1090, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1839, s2.loss_cls: 0.0696, s2.acc: 93.3276, s2.loss_bbox: 0.0300, s2.loss_mask: 0.0847, loss: 1.8234 +2025-06-17 23:41:51,855 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 3 days, 5:59:18, time: 1.048, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0966, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3881, s0.acc: 90.9580, s0.loss_bbox: 0.2739, s0.loss_mask: 0.3961, s1.loss_cls: 0.1674, s1.acc: 91.8131, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1854, s2.loss_cls: 0.0698, s2.acc: 92.9697, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0865, loss: 1.8365 +2025-06-17 23:42:43,910 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 3 days, 5:56:01, time: 1.041, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.1009, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.3864, s0.acc: 91.0872, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3893, s1.loss_cls: 0.1680, s1.acc: 91.8028, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1803, s2.loss_cls: 0.0705, s2.acc: 92.8927, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0827, loss: 1.8253 +2025-06-17 23:43:35,950 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 3 days, 5:52:48, time: 1.041, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.1023, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3832, s0.acc: 91.2681, s0.loss_bbox: 0.2632, s0.loss_mask: 0.3907, s1.loss_cls: 0.1660, s1.acc: 92.0050, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1834, s2.loss_cls: 0.0690, s2.acc: 93.1224, s2.loss_bbox: 0.0309, s2.loss_mask: 0.0848, loss: 1.8105 +2025-06-17 23:44:35,548 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 3 days, 5:59:18, time: 1.192, data_time: 0.034, memory: 21162, loss_rpn_cls: 0.0989, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3745, s0.acc: 91.2871, s0.loss_bbox: 0.2664, s0.loss_mask: 0.3859, s1.loss_cls: 0.1603, s1.acc: 92.1096, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1794, s2.loss_cls: 0.0675, s2.acc: 93.2476, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0829, loss: 1.7843 +2025-06-17 23:45:34,816 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 3 days, 6:05:09, time: 1.185, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.1009, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.3855, s0.acc: 91.1562, s0.loss_bbox: 0.2668, s0.loss_mask: 0.3859, s1.loss_cls: 0.1670, s1.acc: 91.9344, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1791, s2.loss_cls: 0.0698, s2.acc: 93.1408, s2.loss_bbox: 0.0308, s2.loss_mask: 0.0820, loss: 1.8060 +2025-06-17 23:46:26,785 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 3 days, 6:01:47, time: 1.039, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0983, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.3697, s0.acc: 91.3306, s0.loss_bbox: 0.2681, s0.loss_mask: 0.3880, s1.loss_cls: 0.1593, s1.acc: 92.2190, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1812, s2.loss_cls: 0.0663, s2.acc: 93.3257, s2.loss_bbox: 0.0314, s2.loss_mask: 0.0837, loss: 1.7852 +2025-06-17 23:47:18,817 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 3 days, 5:58:32, time: 1.041, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0929, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3918, s0.acc: 90.8579, s0.loss_bbox: 0.2728, s0.loss_mask: 0.3871, s1.loss_cls: 0.1693, s1.acc: 91.6583, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1802, s2.loss_cls: 0.0715, s2.acc: 92.8575, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0832, loss: 1.8223 +2025-06-17 23:48:11,198 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 3 days, 5:55:45, time: 1.047, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0987, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3622, s0.acc: 91.3313, s0.loss_bbox: 0.2638, s0.loss_mask: 0.3833, s1.loss_cls: 0.1567, s1.acc: 92.1274, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1782, s2.loss_cls: 0.0658, s2.acc: 93.2271, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0825, loss: 1.7611 +2025-06-17 23:49:03,270 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 3 days, 5:52:42, time: 1.042, data_time: 0.028, memory: 21162, loss_rpn_cls: 0.0997, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.3808, s0.acc: 91.1221, s0.loss_bbox: 0.2718, s0.loss_mask: 0.3815, s1.loss_cls: 0.1631, s1.acc: 91.9680, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1765, s2.loss_cls: 0.0678, s2.acc: 93.1641, s2.loss_bbox: 0.0309, s2.loss_mask: 0.0808, loss: 1.7930 +2025-06-17 23:49:55,755 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 3 days, 5:50:13, time: 1.050, data_time: 0.027, memory: 21162, loss_rpn_cls: 0.0958, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3722, s0.acc: 91.1785, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3706, s1.loss_cls: 0.1617, s1.acc: 91.9065, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1724, s2.loss_cls: 0.0683, s2.acc: 92.9767, s2.loss_bbox: 0.0323, s2.loss_mask: 0.0793, loss: 1.7637 +2025-06-17 23:51:05,717 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 3 days, 6:07:57, time: 1.399, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0999, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.3858, s0.acc: 90.8704, s0.loss_bbox: 0.2819, s0.loss_mask: 0.3843, s1.loss_cls: 0.1656, s1.acc: 91.7148, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1804, s2.loss_cls: 0.0689, s2.acc: 92.9660, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0828, loss: 1.8296 +2025-06-17 23:51:57,596 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 3 days, 6:04:33, time: 1.037, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0973, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3730, s0.acc: 91.3081, s0.loss_bbox: 0.2642, s0.loss_mask: 0.3797, s1.loss_cls: 0.1613, s1.acc: 92.0594, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1765, s2.loss_cls: 0.0677, s2.acc: 93.1817, s2.loss_bbox: 0.0315, s2.loss_mask: 0.0819, loss: 1.7729 +2025-06-17 23:52:50,435 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 3 days, 6:02:18, time: 1.057, data_time: 0.030, memory: 21162, loss_rpn_cls: 0.0971, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3697, s0.acc: 91.3394, s0.loss_bbox: 0.2671, s0.loss_mask: 0.3834, s1.loss_cls: 0.1592, s1.acc: 92.1722, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1791, s2.loss_cls: 0.0666, s2.acc: 93.3534, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0833, loss: 1.7750 +2025-06-17 23:53:42,873 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 3 days, 5:59:39, time: 1.049, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0884, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3716, s0.acc: 91.0500, s0.loss_bbox: 0.2732, s0.loss_mask: 0.3826, s1.loss_cls: 0.1614, s1.acc: 91.8207, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1790, s2.loss_cls: 0.0684, s2.acc: 92.8390, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0823, loss: 1.7803 +2025-06-17 23:54:34,447 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 3 days, 5:56:05, time: 1.031, data_time: 0.022, memory: 21162, loss_rpn_cls: 0.0965, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3563, s0.acc: 91.7280, s0.loss_bbox: 0.2543, s0.loss_mask: 0.3759, s1.loss_cls: 0.1542, s1.acc: 92.4487, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1757, s2.loss_cls: 0.0649, s2.acc: 93.4300, s2.loss_bbox: 0.0314, s2.loss_mask: 0.0812, loss: 1.7258 +2025-06-17 23:55:26,365 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-17 23:55:26,366 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 3 days, 5:52:57, time: 1.038, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0894, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3665, s0.acc: 91.4719, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3779, s1.loss_cls: 0.1583, s1.acc: 92.2078, s1.loss_bbox: 0.0979, s1.loss_mask: 0.1749, s2.loss_cls: 0.0669, s2.acc: 93.2086, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0800, loss: 1.7400 +2025-06-17 23:56:29,469 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 3 days, 6:01:51, time: 1.262, data_time: 0.022, memory: 21162, loss_rpn_cls: 0.0923, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3557, s0.acc: 91.5669, s0.loss_bbox: 0.2584, s0.loss_mask: 0.3729, s1.loss_cls: 0.1552, s1.acc: 92.2854, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1732, s2.loss_cls: 0.0656, s2.acc: 93.2708, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0795, loss: 1.7207 +2025-06-17 23:57:28,900 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 3 days, 6:06:36, time: 1.188, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0931, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3545, s0.acc: 91.5754, s0.loss_bbox: 0.2565, s0.loss_mask: 0.3770, s1.loss_cls: 0.1555, s1.acc: 92.2203, s1.loss_bbox: 0.0964, s1.loss_mask: 0.1755, s2.loss_cls: 0.0660, s2.acc: 93.2205, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0805, loss: 1.7251 +2025-06-17 23:58:21,771 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 3 days, 6:04:25, time: 1.058, data_time: 0.029, memory: 21162, loss_rpn_cls: 0.0968, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3788, s0.acc: 90.9087, s0.loss_bbox: 0.2743, s0.loss_mask: 0.3759, s1.loss_cls: 0.1631, s1.acc: 91.7419, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1761, s2.loss_cls: 0.0691, s2.acc: 92.9365, s2.loss_bbox: 0.0325, s2.loss_mask: 0.0813, loss: 1.7894 +2025-06-17 23:59:13,569 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 3 days, 6:01:08, time: 1.036, data_time: 0.021, memory: 21162, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3545, s0.acc: 91.6145, s0.loss_bbox: 0.2568, s0.loss_mask: 0.3687, s1.loss_cls: 0.1520, s1.acc: 92.4506, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1711, s2.loss_cls: 0.0642, s2.acc: 93.4908, s2.loss_bbox: 0.0315, s2.loss_mask: 0.0784, loss: 1.7057 +2025-06-18 00:00:05,964 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 3 days, 5:58:29, time: 1.047, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0883, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3703, s0.acc: 91.2759, s0.loss_bbox: 0.2649, s0.loss_mask: 0.3724, s1.loss_cls: 0.1605, s1.acc: 92.0335, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1739, s2.loss_cls: 0.0674, s2.acc: 93.1702, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0803, loss: 1.7474 +2025-06-18 00:00:58,638 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 3 days, 5:56:13, time: 1.054, data_time: 0.022, memory: 21162, loss_rpn_cls: 0.0953, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3717, s0.acc: 91.0564, s0.loss_bbox: 0.2765, s0.loss_mask: 0.3726, s1.loss_cls: 0.1603, s1.acc: 91.8837, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1732, s2.loss_cls: 0.0677, s2.acc: 92.9340, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0796, loss: 1.7738 +2025-06-18 00:01:50,109 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 3 days, 5:52:46, time: 1.030, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0892, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3446, s0.acc: 91.8701, s0.loss_bbox: 0.2476, s0.loss_mask: 0.3687, s1.loss_cls: 0.1501, s1.acc: 92.5977, s1.loss_bbox: 0.0955, s1.loss_mask: 0.1731, s2.loss_cls: 0.0634, s2.acc: 93.5639, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0803, loss: 1.6799 +2025-06-18 00:03:04,230 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 3 days, 6:11:38, time: 1.482, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0889, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3531, s0.acc: 91.6826, s0.loss_bbox: 0.2580, s0.loss_mask: 0.3797, s1.loss_cls: 0.1523, s1.acc: 92.4064, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1773, s2.loss_cls: 0.0639, s2.acc: 93.4954, s2.loss_bbox: 0.0310, s2.loss_mask: 0.0821, loss: 1.7205 +2025-06-18 00:03:56,274 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 3 days, 6:08:35, time: 1.041, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0965, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3618, s0.acc: 91.3389, s0.loss_bbox: 0.2638, s0.loss_mask: 0.3660, s1.loss_cls: 0.1577, s1.acc: 92.0618, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1703, s2.loss_cls: 0.0668, s2.acc: 93.1474, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0784, loss: 1.7306 +2025-06-18 00:04:48,379 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 3 days, 6:05:38, time: 1.042, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0920, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3404, s0.acc: 91.7642, s0.loss_bbox: 0.2506, s0.loss_mask: 0.3589, s1.loss_cls: 0.1487, s1.acc: 92.4668, s1.loss_bbox: 0.0957, s1.loss_mask: 0.1679, s2.loss_cls: 0.0635, s2.acc: 93.3827, s2.loss_bbox: 0.0310, s2.loss_mask: 0.0775, loss: 1.6637 +2025-06-18 00:05:40,407 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 3 days, 6:02:41, time: 1.041, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0907, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3307, s0.acc: 92.0481, s0.loss_bbox: 0.2443, s0.loss_mask: 0.3692, s1.loss_cls: 0.1438, s1.acc: 92.6611, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1714, s2.loss_cls: 0.0624, s2.acc: 93.5300, s2.loss_bbox: 0.0307, s2.loss_mask: 0.0801, loss: 1.6528 +2025-06-18 00:06:31,580 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 3 days, 5:58:58, time: 1.023, data_time: 0.019, memory: 21162, loss_rpn_cls: 0.0881, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3382, s0.acc: 91.9211, s0.loss_bbox: 0.2483, s0.loss_mask: 0.3698, s1.loss_cls: 0.1470, s1.acc: 92.6378, s1.loss_bbox: 0.0944, s1.loss_mask: 0.1718, s2.loss_cls: 0.0624, s2.acc: 93.6301, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0792, loss: 1.6648 +2025-06-18 00:07:23,897 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 3 days, 5:56:22, time: 1.046, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0921, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3507, s0.acc: 91.5354, s0.loss_bbox: 0.2587, s0.loss_mask: 0.3685, s1.loss_cls: 0.1540, s1.acc: 92.1682, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1723, s2.loss_cls: 0.0671, s2.acc: 93.0315, s2.loss_bbox: 0.0325, s2.loss_mask: 0.0799, loss: 1.7141 +2025-06-18 00:08:22,737 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 3 days, 5:59:49, time: 1.177, data_time: 0.022, memory: 21162, loss_rpn_cls: 0.0884, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3617, s0.acc: 91.4158, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3660, s1.loss_cls: 0.1566, s1.acc: 92.2088, s1.loss_bbox: 0.0988, s1.loss_mask: 0.1688, s2.loss_cls: 0.0659, s2.acc: 93.3326, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0774, loss: 1.7131 +2025-06-18 00:09:33,405 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 3 days, 6:13:54, time: 1.413, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.0935, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3642, s0.acc: 91.2979, s0.loss_bbox: 0.2712, s0.loss_mask: 0.3704, s1.loss_cls: 0.1588, s1.acc: 92.0097, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1713, s2.loss_cls: 0.0670, s2.acc: 93.0558, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0788, loss: 1.7501 +2025-06-18 00:10:25,580 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 3 days, 6:11:03, time: 1.043, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0913, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3391, s0.acc: 91.7368, s0.loss_bbox: 0.2548, s0.loss_mask: 0.3668, s1.loss_cls: 0.1478, s1.acc: 92.4567, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1718, s2.loss_cls: 0.0634, s2.acc: 93.3366, s2.loss_bbox: 0.0319, s2.loss_mask: 0.0799, loss: 1.6832 +2025-06-18 00:11:17,892 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 3 days, 6:08:22, time: 1.046, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0961, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3545, s0.acc: 91.4309, s0.loss_bbox: 0.2627, s0.loss_mask: 0.3660, s1.loss_cls: 0.1534, s1.acc: 92.1469, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1708, s2.loss_cls: 0.0660, s2.acc: 93.0038, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0789, loss: 1.7191 +2025-06-18 00:12:10,500 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 3 days, 6:05:58, time: 1.052, data_time: 0.028, memory: 21162, loss_rpn_cls: 0.0936, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3530, s0.acc: 91.4497, s0.loss_bbox: 0.2660, s0.loss_mask: 0.3709, s1.loss_cls: 0.1540, s1.acc: 92.1563, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1723, s2.loss_cls: 0.0660, s2.acc: 93.1039, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0799, loss: 1.7321 +2025-06-18 00:13:02,746 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 3 days, 6:03:17, time: 1.045, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3557, s0.acc: 91.3093, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3705, s1.loss_cls: 0.1545, s1.acc: 92.0242, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1744, s2.loss_cls: 0.0656, s2.acc: 93.0527, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0805, loss: 1.7348 +2025-06-18 00:13:54,162 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 00:13:54,162 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 3 days, 5:59:55, time: 1.028, data_time: 0.019, memory: 21162, loss_rpn_cls: 0.0880, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3505, s0.acc: 91.6665, s0.loss_bbox: 0.2539, s0.loss_mask: 0.3653, s1.loss_cls: 0.1534, s1.acc: 92.3498, s1.loss_bbox: 0.0973, s1.loss_mask: 0.1712, s2.loss_cls: 0.0652, s2.acc: 93.3482, s2.loss_bbox: 0.0315, s2.loss_mask: 0.0790, loss: 1.6905 +2025-06-18 00:15:07,301 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 3 days, 6:15:10, time: 1.463, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.0910, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3561, s0.acc: 91.3213, s0.loss_bbox: 0.2642, s0.loss_mask: 0.3653, s1.loss_cls: 0.1564, s1.acc: 92.0314, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1696, s2.loss_cls: 0.0673, s2.acc: 92.9413, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0779, loss: 1.7234 +2025-06-18 00:15:59,638 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 3 days, 6:12:30, time: 1.047, data_time: 0.020, memory: 21162, loss_rpn_cls: 0.0845, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3551, s0.acc: 91.4893, s0.loss_bbox: 0.2560, s0.loss_mask: 0.3691, s1.loss_cls: 0.1551, s1.acc: 92.1713, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1714, s2.loss_cls: 0.0663, s2.acc: 93.1155, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0786, loss: 1.7020 +2025-06-18 00:16:52,203 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 3 days, 6:10:03, time: 1.051, data_time: 0.021, memory: 21162, loss_rpn_cls: 0.0927, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.3391, s0.acc: 91.6274, s0.loss_bbox: 0.2635, s0.loss_mask: 0.3658, s1.loss_cls: 0.1461, s1.acc: 92.4425, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1703, s2.loss_cls: 0.0619, s2.acc: 93.4471, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0784, loss: 1.6880 +2025-06-18 00:17:44,441 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 3 days, 6:07:22, time: 1.045, data_time: 0.027, memory: 21162, loss_rpn_cls: 0.0945, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3611, s0.acc: 91.2922, s0.loss_bbox: 0.2690, s0.loss_mask: 0.3637, s1.loss_cls: 0.1562, s1.acc: 92.0897, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1709, s2.loss_cls: 0.0663, s2.acc: 93.1123, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0784, loss: 1.7349 +2025-06-18 00:18:37,663 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 3 days, 6:05:32, time: 1.064, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0932, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.3732, s0.acc: 90.8691, s0.loss_bbox: 0.2786, s0.loss_mask: 0.3648, s1.loss_cls: 0.1649, s1.acc: 91.5197, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1700, s2.loss_cls: 0.0701, s2.acc: 92.5925, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0786, loss: 1.7769 +2025-06-18 00:19:30,411 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 3 days, 6:03:19, time: 1.055, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0908, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3574, s0.acc: 91.2153, s0.loss_bbox: 0.2778, s0.loss_mask: 0.3722, s1.loss_cls: 0.1557, s1.acc: 92.0639, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1735, s2.loss_cls: 0.0665, s2.acc: 93.0246, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0803, loss: 1.7547 +2025-06-18 00:20:25,107 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 3 days, 6:02:42, time: 1.094, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0878, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.3588, s0.acc: 91.2683, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3654, s1.loss_cls: 0.1543, s1.acc: 92.1629, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1702, s2.loss_cls: 0.0654, s2.acc: 93.1899, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0782, loss: 1.7264 +2025-06-18 00:21:32,960 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 3 days, 6:12:35, time: 1.357, data_time: 0.021, memory: 21162, loss_rpn_cls: 0.0923, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3567, s0.acc: 91.4375, s0.loss_bbox: 0.2600, s0.loss_mask: 0.3654, s1.loss_cls: 0.1563, s1.acc: 92.1234, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1705, s2.loss_cls: 0.0669, s2.acc: 93.1055, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0785, loss: 1.7168 +2025-06-18 00:22:25,209 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 3 days, 6:09:55, time: 1.045, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0888, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3430, s0.acc: 91.5867, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3603, s1.loss_cls: 0.1499, s1.acc: 92.3125, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1688, s2.loss_cls: 0.0638, s2.acc: 93.2218, s2.loss_bbox: 0.0332, s2.loss_mask: 0.0784, loss: 1.6853 +2025-06-18 00:23:17,221 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 3 days, 6:07:07, time: 1.040, data_time: 0.022, memory: 21162, loss_rpn_cls: 0.0859, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3417, s0.acc: 91.6162, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3647, s1.loss_cls: 0.1492, s1.acc: 92.2957, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1695, s2.loss_cls: 0.0638, s2.acc: 93.2272, s2.loss_bbox: 0.0319, s2.loss_mask: 0.0782, loss: 1.6791 +2025-06-18 00:24:09,515 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 3 days, 6:04:33, time: 1.046, data_time: 0.022, memory: 21162, loss_rpn_cls: 0.0906, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3423, s0.acc: 91.6084, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3633, s1.loss_cls: 0.1485, s1.acc: 92.3295, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1680, s2.loss_cls: 0.0637, s2.acc: 93.2484, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0772, loss: 1.6846 +2025-06-18 00:25:01,985 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 3 days, 6:02:10, time: 1.049, data_time: 0.024, memory: 21162, loss_rpn_cls: 0.0901, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3362, s0.acc: 91.7312, s0.loss_bbox: 0.2546, s0.loss_mask: 0.3527, s1.loss_cls: 0.1481, s1.acc: 92.3635, s1.loss_bbox: 0.0985, s1.loss_mask: 0.1650, s2.loss_cls: 0.0637, s2.acc: 93.2155, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0760, loss: 1.6545 +2025-06-18 00:25:54,427 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 3 days, 5:59:46, time: 1.049, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0960, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3631, s0.acc: 91.2512, s0.loss_bbox: 0.2670, s0.loss_mask: 0.3594, s1.loss_cls: 0.1601, s1.acc: 91.8992, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1684, s2.loss_cls: 0.0689, s2.acc: 92.8890, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0775, loss: 1.7350 +2025-06-18 00:27:11,186 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 3 days, 6:15:47, time: 1.535, data_time: 0.021, memory: 21162, loss_rpn_cls: 0.0887, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3389, s0.acc: 91.4841, s0.loss_bbox: 0.2645, s0.loss_mask: 0.3491, s1.loss_cls: 0.1503, s1.acc: 92.1240, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1628, s2.loss_cls: 0.0649, s2.acc: 92.9918, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0755, loss: 1.6704 +2025-06-18 00:28:03,889 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 3 days, 6:13:28, time: 1.054, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.0899, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3488, s0.acc: 91.4099, s0.loss_bbox: 0.2661, s0.loss_mask: 0.3666, s1.loss_cls: 0.1534, s1.acc: 92.1141, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1715, s2.loss_cls: 0.0652, s2.acc: 93.0842, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0796, loss: 1.7170 +2025-06-18 00:28:56,828 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 3 days, 6:11:22, time: 1.059, data_time: 0.026, memory: 21162, loss_rpn_cls: 0.0917, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3620, s0.acc: 91.0542, s0.loss_bbox: 0.2787, s0.loss_mask: 0.3614, s1.loss_cls: 0.1561, s1.acc: 91.9028, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1672, s2.loss_cls: 0.0666, s2.acc: 92.8460, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0766, loss: 1.7410 +2025-06-18 00:29:49,263 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 3 days, 6:08:55, time: 1.049, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0864, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3420, s0.acc: 91.5164, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3511, s1.loss_cls: 0.1505, s1.acc: 92.1251, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1632, s2.loss_cls: 0.0649, s2.acc: 93.0830, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0749, loss: 1.6690 +2025-06-18 00:30:42,993 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 3 days, 6:07:26, time: 1.075, data_time: 0.027, memory: 21162, loss_rpn_cls: 0.0907, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3664, s0.acc: 90.9167, s0.loss_bbox: 0.2794, s0.loss_mask: 0.3617, s1.loss_cls: 0.1614, s1.acc: 91.5755, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1689, s2.loss_cls: 0.0695, s2.acc: 92.5044, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0783, loss: 1.7620 +2025-06-18 00:31:35,866 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 3 days, 6:05:20, time: 1.057, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0818, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3409, s0.acc: 91.4739, s0.loss_bbox: 0.2619, s0.loss_mask: 0.3568, s1.loss_cls: 0.1519, s1.acc: 92.0935, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1671, s2.loss_cls: 0.0650, s2.acc: 93.1029, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0767, loss: 1.6737 +2025-06-18 00:32:31,529 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 00:32:31,530 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 3 days, 6:05:15, time: 1.113, data_time: 0.023, memory: 21162, loss_rpn_cls: 0.0855, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3438, s0.acc: 91.5413, s0.loss_bbox: 0.2616, s0.loss_mask: 0.3534, s1.loss_cls: 0.1513, s1.acc: 92.2026, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1656, s2.loss_cls: 0.0648, s2.acc: 93.1071, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0765, loss: 1.6743 +2025-06-18 00:33:42,012 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 3 days, 6:15:43, time: 1.410, data_time: 0.025, memory: 21162, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3388, s0.acc: 91.5442, s0.loss_bbox: 0.2607, s0.loss_mask: 0.3553, s1.loss_cls: 0.1486, s1.acc: 92.2718, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1664, s2.loss_cls: 0.0638, s2.acc: 93.1609, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0762, loss: 1.6661 +2025-06-18 00:34:34,400 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 3 days, 6:13:13, time: 1.048, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0795, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3219, s0.acc: 91.9807, s0.loss_bbox: 0.2487, s0.loss_mask: 0.3451, s1.loss_cls: 0.1412, s1.acc: 92.6176, s1.loss_bbox: 0.0975, s1.loss_mask: 0.1628, s2.loss_cls: 0.0617, s2.acc: 93.4096, s2.loss_bbox: 0.0328, s2.loss_mask: 0.0757, loss: 1.6021 +2025-06-18 00:35:26,856 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 3 days, 6:10:46, time: 1.048, data_time: 0.025, memory: 21739, loss_rpn_cls: 0.0808, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3145, s0.acc: 92.1509, s0.loss_bbox: 0.2490, s0.loss_mask: 0.3537, s1.loss_cls: 0.1387, s1.acc: 92.7339, s1.loss_bbox: 0.0981, s1.loss_mask: 0.1657, s2.loss_cls: 0.0599, s2.acc: 93.5331, s2.loss_bbox: 0.0325, s2.loss_mask: 0.0760, loss: 1.6042 +2025-06-18 00:36:19,234 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 3 days, 6:08:20, time: 1.048, data_time: 0.023, memory: 21739, loss_rpn_cls: 0.0917, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3397, s0.acc: 91.6350, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3613, s1.loss_cls: 0.1486, s1.acc: 92.2872, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1686, s2.loss_cls: 0.0641, s2.acc: 93.1904, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0781, loss: 1.6837 +2025-06-18 00:37:11,929 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 3 days, 6:06:08, time: 1.054, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0823, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3304, s0.acc: 91.8347, s0.loss_bbox: 0.2533, s0.loss_mask: 0.3487, s1.loss_cls: 0.1450, s1.acc: 92.4515, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1639, s2.loss_cls: 0.0628, s2.acc: 93.3227, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0757, loss: 1.6306 +2025-06-18 00:38:03,987 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 3 days, 6:03:31, time: 1.041, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3398, s0.acc: 91.7202, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3604, s1.loss_cls: 0.1483, s1.acc: 92.4198, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1686, s2.loss_cls: 0.0623, s2.acc: 93.4346, s2.loss_bbox: 0.0329, s2.loss_mask: 0.0778, loss: 1.6689 +2025-06-18 00:39:13,168 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 3 days, 6:12:29, time: 1.383, data_time: 0.023, memory: 21739, loss_rpn_cls: 0.0913, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3364, s0.acc: 91.6526, s0.loss_bbox: 0.2581, s0.loss_mask: 0.3542, s1.loss_cls: 0.1481, s1.acc: 92.4016, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1659, s2.loss_cls: 0.0631, s2.acc: 93.2812, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0769, loss: 1.6672 +2025-06-18 00:40:08,554 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 3 days, 6:12:04, time: 1.108, data_time: 0.021, memory: 21739, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3360, s0.acc: 91.6262, s0.loss_bbox: 0.2617, s0.loss_mask: 0.3525, s1.loss_cls: 0.1473, s1.acc: 92.2884, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1657, s2.loss_cls: 0.0631, s2.acc: 93.2301, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0761, loss: 1.6524 +2025-06-18 00:41:01,051 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 3 days, 6:09:42, time: 1.050, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0820, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3206, s0.acc: 91.8354, s0.loss_bbox: 0.2546, s0.loss_mask: 0.3523, s1.loss_cls: 0.1431, s1.acc: 92.4078, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1647, s2.loss_cls: 0.0617, s2.acc: 93.2758, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0767, loss: 1.6246 +2025-06-18 00:41:53,742 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 3 days, 6:07:30, time: 1.054, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0860, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3369, s0.acc: 91.6511, s0.loss_bbox: 0.2667, s0.loss_mask: 0.3490, s1.loss_cls: 0.1469, s1.acc: 92.3421, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1642, s2.loss_cls: 0.0635, s2.acc: 93.1674, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0760, loss: 1.6636 +2025-06-18 00:42:45,848 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 3 days, 6:04:56, time: 1.042, data_time: 0.021, memory: 21739, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3210, s0.acc: 92.0063, s0.loss_bbox: 0.2499, s0.loss_mask: 0.3605, s1.loss_cls: 0.1406, s1.acc: 92.6640, s1.loss_bbox: 0.0982, s1.loss_mask: 0.1675, s2.loss_cls: 0.0604, s2.acc: 93.5208, s2.loss_bbox: 0.0324, s2.loss_mask: 0.0764, loss: 1.6215 +2025-06-18 00:43:38,342 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 3 days, 6:02:39, time: 1.050, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0862, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3270, s0.acc: 91.8086, s0.loss_bbox: 0.2584, s0.loss_mask: 0.3510, s1.loss_cls: 0.1439, s1.acc: 92.4852, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1632, s2.loss_cls: 0.0616, s2.acc: 93.3476, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0751, loss: 1.6390 +2025-06-18 00:44:31,033 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 3 days, 6:00:30, time: 1.054, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0831, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3342, s0.acc: 91.6868, s0.loss_bbox: 0.2627, s0.loss_mask: 0.3556, s1.loss_cls: 0.1452, s1.acc: 92.4369, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1655, s2.loss_cls: 0.0630, s2.acc: 93.2450, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0758, loss: 1.6594 +2025-06-18 00:45:44,323 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 3 days, 6:11:34, time: 1.466, data_time: 0.021, memory: 21739, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3261, s0.acc: 91.7258, s0.loss_bbox: 0.2583, s0.loss_mask: 0.3563, s1.loss_cls: 0.1444, s1.acc: 92.3811, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1673, s2.loss_cls: 0.0624, s2.acc: 93.2558, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0771, loss: 1.6482 +2025-06-18 00:46:37,181 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 3 days, 6:09:28, time: 1.057, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0863, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3392, s0.acc: 91.4670, s0.loss_bbox: 0.2651, s0.loss_mask: 0.3474, s1.loss_cls: 0.1483, s1.acc: 92.2145, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1626, s2.loss_cls: 0.0642, s2.acc: 93.1081, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0745, loss: 1.6629 +2025-06-18 00:47:30,059 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 3 days, 6:07:24, time: 1.058, data_time: 0.025, memory: 21739, loss_rpn_cls: 0.0889, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3426, s0.acc: 91.3877, s0.loss_bbox: 0.2695, s0.loss_mask: 0.3537, s1.loss_cls: 0.1496, s1.acc: 92.1296, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1641, s2.loss_cls: 0.0642, s2.acc: 93.0947, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0754, loss: 1.6848 +2025-06-18 00:48:23,409 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 3 days, 6:05:38, time: 1.067, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0871, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3401, s0.acc: 91.2720, s0.loss_bbox: 0.2729, s0.loss_mask: 0.3522, s1.loss_cls: 0.1503, s1.acc: 91.9942, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1647, s2.loss_cls: 0.0649, s2.acc: 92.8619, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0761, loss: 1.6878 +2025-06-18 00:49:15,674 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 3 days, 6:03:13, time: 1.045, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0822, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3229, s0.acc: 92.0168, s0.loss_bbox: 0.2520, s0.loss_mask: 0.3533, s1.loss_cls: 0.1414, s1.acc: 92.7343, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1651, s2.loss_cls: 0.0613, s2.acc: 93.6050, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0761, loss: 1.6241 +2025-06-18 00:50:08,339 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 3 days, 6:01:04, time: 1.053, data_time: 0.025, memory: 21739, loss_rpn_cls: 0.0763, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3316, s0.acc: 91.6003, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3484, s1.loss_cls: 0.1457, s1.acc: 92.2721, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1633, s2.loss_cls: 0.0631, s2.acc: 93.1118, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0755, loss: 1.6382 +2025-06-18 00:51:19,382 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 00:51:19,384 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 3 days, 6:08:35, time: 1.368, data_time: 0.021, memory: 21739, loss_rpn_cls: 0.0845, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3333, s0.acc: 91.6523, s0.loss_bbox: 0.2632, s0.loss_mask: 0.3502, s1.loss_cls: 0.1460, s1.acc: 92.3666, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1646, s2.loss_cls: 0.0625, s2.acc: 93.2596, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0759, loss: 1.6544 +2025-06-18 00:52:14,416 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 3 days, 6:09:26, time: 1.153, data_time: 0.079, memory: 21739, loss_rpn_cls: 0.0850, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3394, s0.acc: 91.4636, s0.loss_bbox: 0.2690, s0.loss_mask: 0.3541, s1.loss_cls: 0.1500, s1.acc: 92.1320, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1663, s2.loss_cls: 0.0648, s2.acc: 92.9902, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0763, loss: 1.6826 +2025-06-18 00:53:06,972 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 3 days, 6:07:11, time: 1.051, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0795, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3371, s0.acc: 91.4158, s0.loss_bbox: 0.2651, s0.loss_mask: 0.3433, s1.loss_cls: 0.1494, s1.acc: 92.0755, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1613, s2.loss_cls: 0.0646, s2.acc: 92.9178, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0749, loss: 1.6496 +2025-06-18 00:53:59,820 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 3 days, 6:05:07, time: 1.057, data_time: 0.025, memory: 21739, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3346, s0.acc: 91.5276, s0.loss_bbox: 0.2675, s0.loss_mask: 0.3574, s1.loss_cls: 0.1479, s1.acc: 92.1855, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1680, s2.loss_cls: 0.0641, s2.acc: 93.0709, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0783, loss: 1.6756 +2025-06-18 00:54:52,134 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 3 days, 6:02:46, time: 1.046, data_time: 0.021, memory: 21739, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3323, s0.acc: 91.7014, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3435, s1.loss_cls: 0.1452, s1.acc: 92.3942, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1603, s2.loss_cls: 0.0630, s2.acc: 93.2560, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0745, loss: 1.6301 +2025-06-18 00:55:44,286 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 3 days, 6:00:19, time: 1.043, data_time: 0.024, memory: 21739, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3119, s0.acc: 92.1609, s0.loss_bbox: 0.2449, s0.loss_mask: 0.3516, s1.loss_cls: 0.1392, s1.acc: 92.7376, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1644, s2.loss_cls: 0.0598, s2.acc: 93.5405, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0758, loss: 1.5988 +2025-06-18 00:56:37,224 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 3 days, 5:58:22, time: 1.059, data_time: 0.023, memory: 21739, loss_rpn_cls: 0.0822, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3230, s0.acc: 91.7805, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3529, s1.loss_cls: 0.1440, s1.acc: 92.3401, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1648, s2.loss_cls: 0.0630, s2.acc: 93.1258, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0766, loss: 1.6429 +2025-06-18 00:57:34,719 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-18 01:01:43,373 - mmdet - INFO - Evaluating bbox... +2025-06-18 01:02:30,658 - mmdet - INFO - Evaluating segm... +2025-06-18 01:03:18,776 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 01:03:18,777 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.1780, bbox_mAP_50: 0.2760, bbox_mAP_75: 0.1890, bbox_mAP_s: 0.1080, bbox_mAP_m: 0.1800, bbox_mAP_l: 0.2320, bbox_mAP_copypaste: 0.178 0.276 0.189 0.108 0.180 0.232, segm_mAP: 0.1570, segm_mAP_50: 0.2600, segm_mAP_75: 0.1640, segm_mAP_s: 0.0890, segm_mAP_m: 0.1630, segm_mAP_l: 0.2100, segm_mAP_copypaste: 0.157 0.260 0.164 0.089 0.163 0.210 +2025-06-18 01:05:32,131 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 3 days, 6:23:27, time: 2.667, data_time: 1.523, memory: 21739, loss_rpn_cls: 0.0832, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3434, s0.acc: 91.3220, s0.loss_bbox: 0.2670, s0.loss_mask: 0.3484, s1.loss_cls: 0.1496, s1.acc: 92.1325, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1625, s2.loss_cls: 0.0640, s2.acc: 93.0944, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0746, loss: 1.6706 +2025-06-18 01:06:29,059 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 3 days, 6:23:37, time: 1.138, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0837, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3319, s0.acc: 91.5710, s0.loss_bbox: 0.2638, s0.loss_mask: 0.3439, s1.loss_cls: 0.1452, s1.acc: 92.3120, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1599, s2.loss_cls: 0.0634, s2.acc: 93.0838, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0734, loss: 1.6416 +2025-06-18 01:07:26,891 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 3 days, 6:24:19, time: 1.157, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3389, s0.acc: 91.3801, s0.loss_bbox: 0.2749, s0.loss_mask: 0.3507, s1.loss_cls: 0.1480, s1.acc: 92.1224, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1642, s2.loss_cls: 0.0643, s2.acc: 92.9785, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0752, loss: 1.6779 +2025-06-18 01:08:23,863 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 3 days, 6:24:29, time: 1.139, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0826, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3314, s0.acc: 91.6116, s0.loss_bbox: 0.2649, s0.loss_mask: 0.3413, s1.loss_cls: 0.1455, s1.acc: 92.2592, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1598, s2.loss_cls: 0.0630, s2.acc: 93.1380, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0735, loss: 1.6393 +2025-06-18 01:09:32,656 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 3 days, 6:31:19, time: 1.376, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3249, s0.acc: 91.8025, s0.loss_bbox: 0.2594, s0.loss_mask: 0.3482, s1.loss_cls: 0.1420, s1.acc: 92.4886, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1631, s2.loss_cls: 0.0610, s2.acc: 93.3563, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0753, loss: 1.6314 +2025-06-18 01:10:33,339 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 3 days, 6:33:30, time: 1.214, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0832, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3275, s0.acc: 91.6680, s0.loss_bbox: 0.2590, s0.loss_mask: 0.3428, s1.loss_cls: 0.1451, s1.acc: 92.2015, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1601, s2.loss_cls: 0.0627, s2.acc: 93.0658, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0737, loss: 1.6252 +2025-06-18 01:11:28,006 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 3 days, 6:32:17, time: 1.093, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0798, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3258, s0.acc: 91.6787, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3459, s1.loss_cls: 0.1426, s1.acc: 92.3384, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1632, s2.loss_cls: 0.0621, s2.acc: 93.1558, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0747, loss: 1.6300 +2025-06-18 01:12:21,771 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 3 days, 6:30:35, time: 1.075, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3216, s0.acc: 92.0295, s0.loss_bbox: 0.2530, s0.loss_mask: 0.3505, s1.loss_cls: 0.1421, s1.acc: 92.6477, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1641, s2.loss_cls: 0.0609, s2.acc: 93.4692, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0758, loss: 1.6178 +2025-06-18 01:13:16,199 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 3 days, 6:29:15, time: 1.088, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3380, s0.acc: 91.4622, s0.loss_bbox: 0.2702, s0.loss_mask: 0.3498, s1.loss_cls: 0.1470, s1.acc: 92.1735, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1639, s2.loss_cls: 0.0639, s2.acc: 93.0062, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0753, loss: 1.6722 +2025-06-18 01:14:12,782 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 3 days, 6:29:06, time: 1.132, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0814, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3349, s0.acc: 91.7166, s0.loss_bbox: 0.2545, s0.loss_mask: 0.3464, s1.loss_cls: 0.1474, s1.acc: 92.3970, s1.loss_bbox: 0.0996, s1.loss_mask: 0.1607, s2.loss_cls: 0.0638, s2.acc: 93.2373, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0740, loss: 1.6313 +2025-06-18 01:15:07,235 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 3 days, 6:27:48, time: 1.089, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3189, s0.acc: 91.6990, s0.loss_bbox: 0.2597, s0.loss_mask: 0.3470, s1.loss_cls: 0.1416, s1.acc: 92.2634, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1620, s2.loss_cls: 0.0613, s2.acc: 93.1527, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0748, loss: 1.6157 +2025-06-18 01:16:19,237 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 3 days, 6:35:56, time: 1.440, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0852, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.3184, s0.acc: 91.7019, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3391, s1.loss_cls: 0.1402, s1.acc: 92.3478, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1589, s2.loss_cls: 0.0613, s2.acc: 93.0712, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0735, loss: 1.6117 +2025-06-18 01:17:13,303 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 3 days, 6:34:22, time: 1.081, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0771, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.3284, s0.acc: 91.5769, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3499, s1.loss_cls: 0.1444, s1.acc: 92.1874, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1625, s2.loss_cls: 0.0625, s2.acc: 93.0155, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0747, loss: 1.6330 +2025-06-18 01:18:06,855 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 3 days, 6:32:32, time: 1.071, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0791, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3234, s0.acc: 91.7319, s0.loss_bbox: 0.2640, s0.loss_mask: 0.3477, s1.loss_cls: 0.1425, s1.acc: 92.4470, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1632, s2.loss_cls: 0.0618, s2.acc: 93.1410, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0750, loss: 1.6312 +2025-06-18 01:19:00,680 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 3 days, 6:30:51, time: 1.076, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0770, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3172, s0.acc: 91.9207, s0.loss_bbox: 0.2569, s0.loss_mask: 0.3405, s1.loss_cls: 0.1402, s1.acc: 92.5641, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1596, s2.loss_cls: 0.0614, s2.acc: 93.2800, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0734, loss: 1.5966 +2025-06-18 01:19:57,158 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 3 days, 6:30:34, time: 1.130, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3337, s0.acc: 91.4102, s0.loss_bbox: 0.2708, s0.loss_mask: 0.3413, s1.loss_cls: 0.1488, s1.acc: 92.0962, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1597, s2.loss_cls: 0.0649, s2.acc: 92.8395, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0727, loss: 1.6551 +2025-06-18 01:20:51,203 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 3 days, 6:29:01, time: 1.081, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0827, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3237, s0.acc: 91.6472, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3371, s1.loss_cls: 0.1426, s1.acc: 92.2716, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1580, s2.loss_cls: 0.0630, s2.acc: 92.9215, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0729, loss: 1.6169 +2025-06-18 01:21:49,618 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 3 days, 6:29:44, time: 1.168, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0806, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3099, s0.acc: 92.0083, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3410, s1.loss_cls: 0.1349, s1.acc: 92.8007, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1598, s2.loss_cls: 0.0589, s2.acc: 93.5190, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0738, loss: 1.5881 +2025-06-18 01:22:53,315 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 3 days, 6:33:09, time: 1.274, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3221, s0.acc: 91.7551, s0.loss_bbox: 0.2617, s0.loss_mask: 0.3354, s1.loss_cls: 0.1412, s1.acc: 92.4818, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1564, s2.loss_cls: 0.0612, s2.acc: 93.3372, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0721, loss: 1.6009 +2025-06-18 01:23:47,241 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 3 days, 6:31:31, time: 1.078, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0768, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3031, s0.acc: 92.0466, s0.loss_bbox: 0.2570, s0.loss_mask: 0.3438, s1.loss_cls: 0.1352, s1.acc: 92.6451, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1612, s2.loss_cls: 0.0596, s2.acc: 93.2658, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0738, loss: 1.5855 +2025-06-18 01:24:40,459 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 3 days, 6:29:32, time: 1.064, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0858, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3250, s0.acc: 91.5811, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3438, s1.loss_cls: 0.1417, s1.acc: 92.2978, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1605, s2.loss_cls: 0.0615, s2.acc: 93.2196, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0738, loss: 1.6357 +2025-06-18 01:25:33,549 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 3 days, 6:27:30, time: 1.062, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.3139, s0.acc: 91.9114, s0.loss_bbox: 0.2560, s0.loss_mask: 0.3408, s1.loss_cls: 0.1396, s1.acc: 92.5400, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1597, s2.loss_cls: 0.0605, s2.acc: 93.3037, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0738, loss: 1.5889 +2025-06-18 01:26:29,217 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 3 days, 6:26:45, time: 1.113, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0804, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3073, s0.acc: 92.1472, s0.loss_bbox: 0.2469, s0.loss_mask: 0.3440, s1.loss_cls: 0.1365, s1.acc: 92.5964, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1616, s2.loss_cls: 0.0595, s2.acc: 93.4559, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0742, loss: 1.5789 +2025-06-18 01:27:21,974 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 3 days, 6:24:35, time: 1.056, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0771, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3188, s0.acc: 91.7668, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3336, s1.loss_cls: 0.1401, s1.acc: 92.4264, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1559, s2.loss_cls: 0.0607, s2.acc: 93.2828, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0712, loss: 1.5898 +2025-06-18 01:28:28,551 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 3 days, 6:29:16, time: 1.332, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3369, s0.acc: 91.2944, s0.loss_bbox: 0.2770, s0.loss_mask: 0.3441, s1.loss_cls: 0.1486, s1.acc: 92.0575, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1615, s2.loss_cls: 0.0644, s2.acc: 92.9562, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0737, loss: 1.6774 +2025-06-18 01:29:21,763 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 3 days, 6:27:18, time: 1.064, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0777, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.3232, s0.acc: 91.6536, s0.loss_bbox: 0.2593, s0.loss_mask: 0.3309, s1.loss_cls: 0.1424, s1.acc: 92.3445, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1558, s2.loss_cls: 0.0619, s2.acc: 93.1496, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0722, loss: 1.5962 +2025-06-18 01:30:15,341 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 3 days, 6:25:31, time: 1.072, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3114, s0.acc: 91.9968, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3380, s1.loss_cls: 0.1378, s1.acc: 92.5619, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1586, s2.loss_cls: 0.0598, s2.acc: 93.3836, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0731, loss: 1.5869 +2025-06-18 01:31:08,656 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 3 days, 6:23:37, time: 1.066, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0768, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3200, s0.acc: 91.7480, s0.loss_bbox: 0.2557, s0.loss_mask: 0.3353, s1.loss_cls: 0.1412, s1.acc: 92.3898, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1561, s2.loss_cls: 0.0614, s2.acc: 93.2862, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0716, loss: 1.5886 +2025-06-18 01:32:02,321 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 3 days, 6:21:54, time: 1.073, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0832, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3307, s0.acc: 91.5151, s0.loss_bbox: 0.2675, s0.loss_mask: 0.3352, s1.loss_cls: 0.1444, s1.acc: 92.2657, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1562, s2.loss_cls: 0.0624, s2.acc: 93.1413, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0710, loss: 1.6296 +2025-06-18 01:32:58,667 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 3 days, 6:21:29, time: 1.127, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0855, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3375, s0.acc: 91.2012, s0.loss_bbox: 0.2726, s0.loss_mask: 0.3386, s1.loss_cls: 0.1485, s1.acc: 91.9052, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1589, s2.loss_cls: 0.0646, s2.acc: 92.7782, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0735, loss: 1.6622 +2025-06-18 01:33:54,729 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 3 days, 6:20:56, time: 1.121, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0749, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3189, s0.acc: 91.7449, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3409, s1.loss_cls: 0.1407, s1.acc: 92.3086, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1596, s2.loss_cls: 0.0612, s2.acc: 93.1161, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0733, loss: 1.6027 +2025-06-18 01:34:58,896 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 3 days, 6:24:14, time: 1.283, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3191, s0.acc: 91.8542, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3385, s1.loss_cls: 0.1401, s1.acc: 92.4877, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1575, s2.loss_cls: 0.0608, s2.acc: 93.3285, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0725, loss: 1.6017 +2025-06-18 01:35:52,708 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 3 days, 6:22:34, time: 1.076, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.3163, s0.acc: 91.8042, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3328, s1.loss_cls: 0.1394, s1.acc: 92.4566, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1546, s2.loss_cls: 0.0600, s2.acc: 93.2054, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0711, loss: 1.5847 +2025-06-18 01:36:45,877 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 3 days, 6:20:38, time: 1.063, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.3148, s0.acc: 91.8606, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3347, s1.loss_cls: 0.1395, s1.acc: 92.4362, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1576, s2.loss_cls: 0.0609, s2.acc: 93.2616, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0722, loss: 1.5908 +2025-06-18 01:37:39,740 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 3 days, 6:19:01, time: 1.077, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3171, s0.acc: 91.8345, s0.loss_bbox: 0.2679, s0.loss_mask: 0.3401, s1.loss_cls: 0.1398, s1.acc: 92.4629, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1583, s2.loss_cls: 0.0605, s2.acc: 93.2773, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0731, loss: 1.6132 +2025-06-18 01:38:35,649 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 3 days, 6:18:22, time: 1.118, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3349, s0.acc: 91.4192, s0.loss_bbox: 0.2670, s0.loss_mask: 0.3457, s1.loss_cls: 0.1477, s1.acc: 92.0423, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1628, s2.loss_cls: 0.0648, s2.acc: 92.7530, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0748, loss: 1.6531 +2025-06-18 01:39:28,864 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 3 days, 6:16:28, time: 1.064, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0731, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.3132, s0.acc: 91.9937, s0.loss_bbox: 0.2494, s0.loss_mask: 0.3348, s1.loss_cls: 0.1385, s1.acc: 92.5789, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1568, s2.loss_cls: 0.0603, s2.acc: 93.3467, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0721, loss: 1.5658 +2025-06-18 01:40:37,836 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 3 days, 6:21:49, time: 1.380, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0793, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.3157, s0.acc: 91.7168, s0.loss_bbox: 0.2632, s0.loss_mask: 0.3400, s1.loss_cls: 0.1397, s1.acc: 92.2959, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1600, s2.loss_cls: 0.0609, s2.acc: 93.1264, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0741, loss: 1.6096 +2025-06-18 01:41:33,763 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 3 days, 6:21:08, time: 1.118, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0809, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3153, s0.acc: 91.9658, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3405, s1.loss_cls: 0.1388, s1.acc: 92.5720, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1598, s2.loss_cls: 0.0602, s2.acc: 93.2842, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0735, loss: 1.5990 +2025-06-18 01:42:27,925 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 3 days, 6:19:38, time: 1.083, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0780, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3150, s0.acc: 91.7710, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3459, s1.loss_cls: 0.1388, s1.acc: 92.4030, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1634, s2.loss_cls: 0.0608, s2.acc: 93.0975, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0754, loss: 1.6225 +2025-06-18 01:43:21,222 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 3 days, 6:17:47, time: 1.067, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0734, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3085, s0.acc: 91.8721, s0.loss_bbox: 0.2546, s0.loss_mask: 0.3362, s1.loss_cls: 0.1379, s1.acc: 92.4668, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1588, s2.loss_cls: 0.0611, s2.acc: 93.0783, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0729, loss: 1.5752 +2025-06-18 01:44:14,352 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 3 days, 6:15:51, time: 1.063, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0782, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3186, s0.acc: 91.6404, s0.loss_bbox: 0.2628, s0.loss_mask: 0.3372, s1.loss_cls: 0.1400, s1.acc: 92.2804, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1576, s2.loss_cls: 0.0609, s2.acc: 93.0176, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0728, loss: 1.6047 +2025-06-18 01:45:10,234 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 3 days, 6:15:10, time: 1.118, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0779, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3096, s0.acc: 91.9009, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3351, s1.loss_cls: 0.1362, s1.acc: 92.5699, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1573, s2.loss_cls: 0.0598, s2.acc: 93.2648, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0726, loss: 1.5878 +2025-06-18 01:46:05,819 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 3 days, 6:14:20, time: 1.112, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3074, s0.acc: 91.9746, s0.loss_bbox: 0.2552, s0.loss_mask: 0.3386, s1.loss_cls: 0.1351, s1.acc: 92.5733, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1570, s2.loss_cls: 0.0587, s2.acc: 93.3880, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0721, loss: 1.5685 +2025-06-18 01:47:14,743 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 3 days, 6:19:25, time: 1.378, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0777, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3123, s0.acc: 91.8313, s0.loss_bbox: 0.2584, s0.loss_mask: 0.3367, s1.loss_cls: 0.1383, s1.acc: 92.5340, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1572, s2.loss_cls: 0.0607, s2.acc: 93.2087, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0722, loss: 1.5874 +2025-06-18 01:48:08,499 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 3 days, 6:17:45, time: 1.075, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0786, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3205, s0.acc: 91.5771, s0.loss_bbox: 0.2658, s0.loss_mask: 0.3388, s1.loss_cls: 0.1420, s1.acc: 92.2537, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1588, s2.loss_cls: 0.0627, s2.acc: 92.9239, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0723, loss: 1.6169 +2025-06-18 01:49:01,721 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 3 days, 6:15:51, time: 1.064, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3119, s0.acc: 91.9172, s0.loss_bbox: 0.2597, s0.loss_mask: 0.3358, s1.loss_cls: 0.1369, s1.acc: 92.5223, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1583, s2.loss_cls: 0.0598, s2.acc: 93.2871, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0729, loss: 1.5846 +2025-06-18 01:49:54,401 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 3 days, 6:13:44, time: 1.054, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2994, s0.acc: 92.1243, s0.loss_bbox: 0.2501, s0.loss_mask: 0.3379, s1.loss_cls: 0.1328, s1.acc: 92.7169, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1596, s2.loss_cls: 0.0586, s2.acc: 93.3667, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0728, loss: 1.5509 +2025-06-18 01:50:50,733 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 3 days, 6:13:13, time: 1.127, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3126, s0.acc: 91.8005, s0.loss_bbox: 0.2673, s0.loss_mask: 0.3388, s1.loss_cls: 0.1376, s1.acc: 92.3883, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1590, s2.loss_cls: 0.0606, s2.acc: 93.1533, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0734, loss: 1.6049 +2025-06-18 01:51:44,122 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 3 days, 6:11:25, time: 1.068, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2990, s0.acc: 92.1504, s0.loss_bbox: 0.2513, s0.loss_mask: 0.3317, s1.loss_cls: 0.1319, s1.acc: 92.7281, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1559, s2.loss_cls: 0.0580, s2.acc: 93.4334, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0721, loss: 1.5450 +2025-06-18 01:52:52,462 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 3 days, 6:16:03, time: 1.367, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0799, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3037, s0.acc: 92.0928, s0.loss_bbox: 0.2562, s0.loss_mask: 0.3239, s1.loss_cls: 0.1351, s1.acc: 92.6387, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1525, s2.loss_cls: 0.0591, s2.acc: 93.3635, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0709, loss: 1.5571 +2025-06-18 01:53:48,439 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 3 days, 6:15:20, time: 1.120, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3204, s0.acc: 91.7346, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3359, s1.loss_cls: 0.1434, s1.acc: 92.3607, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1554, s2.loss_cls: 0.0631, s2.acc: 93.1123, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0718, loss: 1.5979 +2025-06-18 01:54:41,630 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 3 days, 6:13:27, time: 1.064, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0813, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3141, s0.acc: 91.8801, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3357, s1.loss_cls: 0.1375, s1.acc: 92.5273, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1574, s2.loss_cls: 0.0593, s2.acc: 93.4461, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0723, loss: 1.5880 +2025-06-18 01:55:35,903 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 3 days, 6:12:01, time: 1.086, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0800, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3074, s0.acc: 91.7336, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3305, s1.loss_cls: 0.1358, s1.acc: 92.3597, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1549, s2.loss_cls: 0.0594, s2.acc: 93.0438, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0715, loss: 1.5850 +2025-06-18 01:56:28,798 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 3 days, 6:10:02, time: 1.058, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2971, s0.acc: 92.0779, s0.loss_bbox: 0.2499, s0.loss_mask: 0.3379, s1.loss_cls: 0.1308, s1.acc: 92.7104, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1590, s2.loss_cls: 0.0574, s2.acc: 93.4570, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0741, loss: 1.5494 +2025-06-18 01:57:24,728 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 3 days, 6:09:18, time: 1.119, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0759, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2986, s0.acc: 92.1099, s0.loss_bbox: 0.2526, s0.loss_mask: 0.3353, s1.loss_cls: 0.1319, s1.acc: 92.7073, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1571, s2.loss_cls: 0.0579, s2.acc: 93.3880, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0724, loss: 1.5504 +2025-06-18 01:58:18,039 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 3 days, 6:07:30, time: 1.066, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3146, s0.acc: 91.6941, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3311, s1.loss_cls: 0.1393, s1.acc: 92.3516, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1537, s2.loss_cls: 0.0619, s2.acc: 93.0375, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0708, loss: 1.5837 +2025-06-18 01:59:27,673 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 3 days, 6:12:27, time: 1.393, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3092, s0.acc: 91.8872, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3330, s1.loss_cls: 0.1368, s1.acc: 92.4998, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1569, s2.loss_cls: 0.0602, s2.acc: 93.2090, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0726, loss: 1.5766 +2025-06-18 02:00:20,736 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 3 days, 6:10:31, time: 1.061, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0835, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3179, s0.acc: 91.6982, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3352, s1.loss_cls: 0.1399, s1.acc: 92.3830, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1566, s2.loss_cls: 0.0613, s2.acc: 93.2017, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0723, loss: 1.6027 +2025-06-18 02:01:13,592 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 3 days, 6:08:31, time: 1.057, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0790, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3067, s0.acc: 91.9802, s0.loss_bbox: 0.2566, s0.loss_mask: 0.3298, s1.loss_cls: 0.1354, s1.acc: 92.5972, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1556, s2.loss_cls: 0.0602, s2.acc: 93.2601, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0716, loss: 1.5679 +2025-06-18 02:02:07,675 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 3 days, 6:07:01, time: 1.082, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0794, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3077, s0.acc: 91.6582, s0.loss_bbox: 0.2640, s0.loss_mask: 0.3243, s1.loss_cls: 0.1368, s1.acc: 92.2630, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1517, s2.loss_cls: 0.0603, s2.acc: 92.9644, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0700, loss: 1.5728 +2025-06-18 02:03:03,466 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 3 days, 6:06:14, time: 1.116, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.3096, s0.acc: 91.8406, s0.loss_bbox: 0.2594, s0.loss_mask: 0.3322, s1.loss_cls: 0.1375, s1.acc: 92.3717, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1573, s2.loss_cls: 0.0603, s2.acc: 93.2148, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0729, loss: 1.5745 +2025-06-18 02:03:56,859 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 3 days, 6:04:28, time: 1.068, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3055, s0.acc: 91.9775, s0.loss_bbox: 0.2576, s0.loss_mask: 0.3291, s1.loss_cls: 0.1350, s1.acc: 92.5828, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1543, s2.loss_cls: 0.0592, s2.acc: 93.3242, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0714, loss: 1.5599 +2025-06-18 02:05:02,697 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 3 days, 6:07:42, time: 1.317, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2973, s0.acc: 92.2024, s0.loss_bbox: 0.2500, s0.loss_mask: 0.3286, s1.loss_cls: 0.1331, s1.acc: 92.7692, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1570, s2.loss_cls: 0.0591, s2.acc: 93.3819, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0728, loss: 1.5394 +2025-06-18 02:06:01,629 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 3 days, 6:08:09, time: 1.179, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2996, s0.acc: 92.0723, s0.loss_bbox: 0.2548, s0.loss_mask: 0.3264, s1.loss_cls: 0.1328, s1.acc: 92.7261, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1524, s2.loss_cls: 0.0583, s2.acc: 93.3778, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0709, loss: 1.5394 +2025-06-18 02:06:54,605 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 3 days, 6:06:13, time: 1.060, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2940, s0.acc: 92.3105, s0.loss_bbox: 0.2484, s0.loss_mask: 0.3317, s1.loss_cls: 0.1292, s1.acc: 92.9252, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1545, s2.loss_cls: 0.0567, s2.acc: 93.5592, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0711, loss: 1.5224 +2025-06-18 02:07:47,512 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 3 days, 6:04:15, time: 1.058, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3168, s0.acc: 91.6313, s0.loss_bbox: 0.2615, s0.loss_mask: 0.3293, s1.loss_cls: 0.1421, s1.acc: 92.1686, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1545, s2.loss_cls: 0.0625, s2.acc: 92.9149, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0716, loss: 1.5913 +2025-06-18 02:08:40,979 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 3 days, 6:02:32, time: 1.069, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0724, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3010, s0.acc: 92.0720, s0.loss_bbox: 0.2515, s0.loss_mask: 0.3277, s1.loss_cls: 0.1344, s1.acc: 92.6107, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1534, s2.loss_cls: 0.0593, s2.acc: 93.2601, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0710, loss: 1.5436 +2025-06-18 02:09:36,148 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 3 days, 6:01:29, time: 1.103, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2874, s0.acc: 92.4707, s0.loss_bbox: 0.2374, s0.loss_mask: 0.3185, s1.loss_cls: 0.1275, s1.acc: 93.0571, s1.loss_bbox: 0.0968, s1.loss_mask: 0.1509, s2.loss_cls: 0.0561, s2.acc: 93.6579, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0700, loss: 1.4767 +2025-06-18 02:10:29,957 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 3 days, 5:59:53, time: 1.075, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0839, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3143, s0.acc: 91.7583, s0.loss_bbox: 0.2643, s0.loss_mask: 0.3281, s1.loss_cls: 0.1400, s1.acc: 92.2578, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1556, s2.loss_cls: 0.0610, s2.acc: 93.1984, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0717, loss: 1.5979 +2025-06-18 02:11:38,836 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 3 days, 6:04:10, time: 1.378, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0788, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.3127, s0.acc: 91.7742, s0.loss_bbox: 0.2598, s0.loss_mask: 0.3331, s1.loss_cls: 0.1389, s1.acc: 92.4135, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1566, s2.loss_cls: 0.0609, s2.acc: 93.1525, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0723, loss: 1.5863 +2025-06-18 02:12:31,900 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 3 days, 6:02:17, time: 1.061, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0730, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2978, s0.acc: 92.1692, s0.loss_bbox: 0.2529, s0.loss_mask: 0.3259, s1.loss_cls: 0.1317, s1.acc: 92.7195, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1522, s2.loss_cls: 0.0584, s2.acc: 93.3472, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0710, loss: 1.5329 +2025-06-18 02:13:25,142 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 3 days, 6:00:28, time: 1.064, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2976, s0.acc: 92.0483, s0.loss_bbox: 0.2519, s0.loss_mask: 0.3280, s1.loss_cls: 0.1322, s1.acc: 92.6847, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1533, s2.loss_cls: 0.0587, s2.acc: 93.3632, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0709, loss: 1.5409 +2025-06-18 02:14:18,906 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 3 days, 5:58:53, time: 1.076, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3113, s0.acc: 91.7195, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3216, s1.loss_cls: 0.1392, s1.acc: 92.3337, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1500, s2.loss_cls: 0.0613, s2.acc: 93.0169, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0688, loss: 1.5623 +2025-06-18 02:15:14,577 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 3 days, 5:58:01, time: 1.114, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.3104, s0.acc: 91.8281, s0.loss_bbox: 0.2597, s0.loss_mask: 0.3263, s1.loss_cls: 0.1372, s1.acc: 92.4023, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1543, s2.loss_cls: 0.0602, s2.acc: 93.1922, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0709, loss: 1.5679 +2025-06-18 02:16:08,820 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 3 days, 5:56:36, time: 1.084, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0749, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.3143, s0.acc: 91.6912, s0.loss_bbox: 0.2668, s0.loss_mask: 0.3244, s1.loss_cls: 0.1419, s1.acc: 92.2208, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1517, s2.loss_cls: 0.0625, s2.acc: 92.9530, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0700, loss: 1.5880 +2025-06-18 02:17:07,260 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 3 days, 5:56:47, time: 1.169, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0754, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.3016, s0.acc: 92.0688, s0.loss_bbox: 0.2562, s0.loss_mask: 0.3167, s1.loss_cls: 0.1337, s1.acc: 92.6940, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1490, s2.loss_cls: 0.0590, s2.acc: 93.3082, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0688, loss: 1.5365 +2025-06-18 02:18:13,947 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 3 days, 6:00:03, time: 1.334, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0742, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3195, s0.acc: 91.5542, s0.loss_bbox: 0.2709, s0.loss_mask: 0.3230, s1.loss_cls: 0.1429, s1.acc: 92.1081, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1515, s2.loss_cls: 0.0632, s2.acc: 92.6885, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0699, loss: 1.5991 +2025-06-18 02:19:07,920 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 3 days, 5:58:31, time: 1.079, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3047, s0.acc: 91.7627, s0.loss_bbox: 0.2682, s0.loss_mask: 0.3264, s1.loss_cls: 0.1360, s1.acc: 92.2939, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1541, s2.loss_cls: 0.0602, s2.acc: 93.0765, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0716, loss: 1.5867 +2025-06-18 02:20:01,573 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 3 days, 5:56:52, time: 1.072, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0721, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3074, s0.acc: 91.9351, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3189, s1.loss_cls: 0.1371, s1.acc: 92.4732, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1490, s2.loss_cls: 0.0604, s2.acc: 93.1925, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0687, loss: 1.5445 +2025-06-18 02:20:54,819 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 3 days, 5:55:06, time: 1.066, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.3020, s0.acc: 91.8955, s0.loss_bbox: 0.2605, s0.loss_mask: 0.3209, s1.loss_cls: 0.1365, s1.acc: 92.2998, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1502, s2.loss_cls: 0.0603, s2.acc: 93.0682, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0696, loss: 1.5448 +2025-06-18 02:21:50,267 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 3 days, 5:54:09, time: 1.109, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2984, s0.acc: 92.0051, s0.loss_bbox: 0.2579, s0.loss_mask: 0.3231, s1.loss_cls: 0.1326, s1.acc: 92.6279, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1516, s2.loss_cls: 0.0591, s2.acc: 93.2298, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0696, loss: 1.5370 +2025-06-18 02:22:43,286 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 3 days, 5:52:17, time: 1.060, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2910, s0.acc: 92.2200, s0.loss_bbox: 0.2443, s0.loss_mask: 0.3158, s1.loss_cls: 0.1321, s1.acc: 92.7120, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1494, s2.loss_cls: 0.0585, s2.acc: 93.3128, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0693, loss: 1.5015 +2025-06-18 02:23:54,333 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 3 days, 5:57:01, time: 1.421, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.3121, s0.acc: 91.7217, s0.loss_bbox: 0.2678, s0.loss_mask: 0.3283, s1.loss_cls: 0.1409, s1.acc: 92.1679, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1543, s2.loss_cls: 0.0624, s2.acc: 92.7906, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0708, loss: 1.5871 +2025-06-18 02:24:47,691 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 3 days, 5:55:17, time: 1.067, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2910, s0.acc: 92.3357, s0.loss_bbox: 0.2482, s0.loss_mask: 0.3224, s1.loss_cls: 0.1295, s1.acc: 92.8262, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1530, s2.loss_cls: 0.0573, s2.acc: 93.4587, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0703, loss: 1.5150 +2025-06-18 02:25:41,653 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 3 days, 5:53:46, time: 1.079, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0754, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3189, s0.acc: 91.3989, s0.loss_bbox: 0.2729, s0.loss_mask: 0.3237, s1.loss_cls: 0.1417, s1.acc: 92.0201, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1527, s2.loss_cls: 0.0632, s2.acc: 92.6571, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0708, loss: 1.6054 +2025-06-18 02:26:35,190 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 3 days, 5:52:06, time: 1.071, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.3026, s0.acc: 91.8420, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3178, s1.loss_cls: 0.1349, s1.acc: 92.4428, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1504, s2.loss_cls: 0.0603, s2.acc: 93.0309, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0701, loss: 1.5440 +2025-06-18 02:27:28,961 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 3 days, 5:50:32, time: 1.075, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3004, s0.acc: 91.9443, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3219, s1.loss_cls: 0.1327, s1.acc: 92.5237, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1506, s2.loss_cls: 0.0591, s2.acc: 93.1254, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0692, loss: 1.5489 +2025-06-18 02:28:25,582 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 3 days, 5:49:59, time: 1.132, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0764, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.3103, s0.acc: 91.7439, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3245, s1.loss_cls: 0.1373, s1.acc: 92.3085, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1549, s2.loss_cls: 0.0606, s2.acc: 93.0411, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0720, loss: 1.5807 +2025-06-18 02:29:21,103 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 3 days, 5:49:02, time: 1.110, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2845, s0.acc: 92.3960, s0.loss_bbox: 0.2486, s0.loss_mask: 0.3241, s1.loss_cls: 0.1257, s1.acc: 93.0517, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1520, s2.loss_cls: 0.0548, s2.acc: 93.7435, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0704, loss: 1.4940 +2025-06-18 02:30:29,721 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 3 days, 5:52:43, time: 1.372, data_time: 0.041, memory: 21739, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.3059, s0.acc: 91.8662, s0.loss_bbox: 0.2644, s0.loss_mask: 0.3271, s1.loss_cls: 0.1346, s1.acc: 92.5498, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1540, s2.loss_cls: 0.0589, s2.acc: 93.2448, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0703, loss: 1.5668 +2025-06-18 02:31:23,252 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 3 days, 5:51:03, time: 1.071, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.3043, s0.acc: 91.8586, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3207, s1.loss_cls: 0.1353, s1.acc: 92.4367, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1496, s2.loss_cls: 0.0597, s2.acc: 93.1993, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0688, loss: 1.5462 +2025-06-18 02:32:16,381 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 3 days, 5:49:15, time: 1.063, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0749, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2945, s0.acc: 91.9026, s0.loss_bbox: 0.2621, s0.loss_mask: 0.3229, s1.loss_cls: 0.1306, s1.acc: 92.5159, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1515, s2.loss_cls: 0.0579, s2.acc: 93.2256, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0692, loss: 1.5412 +2025-06-18 02:33:09,808 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 3 days, 5:47:34, time: 1.068, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0721, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2916, s0.acc: 92.2036, s0.loss_bbox: 0.2499, s0.loss_mask: 0.3219, s1.loss_cls: 0.1293, s1.acc: 92.8050, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1511, s2.loss_cls: 0.0574, s2.acc: 93.4019, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0700, loss: 1.5142 +2025-06-18 02:34:05,526 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 3 days, 5:46:41, time: 1.114, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2864, s0.acc: 92.2502, s0.loss_bbox: 0.2550, s0.loss_mask: 0.3175, s1.loss_cls: 0.1255, s1.acc: 92.9071, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1492, s2.loss_cls: 0.0554, s2.acc: 93.5216, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0681, loss: 1.4995 +2025-06-18 02:34:58,486 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 3 days, 5:44:51, time: 1.059, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0714, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2784, s0.acc: 92.4507, s0.loss_bbox: 0.2443, s0.loss_mask: 0.3142, s1.loss_cls: 0.1243, s1.acc: 93.0120, s1.loss_bbox: 0.1004, s1.loss_mask: 0.1485, s2.loss_cls: 0.0557, s2.acc: 93.5541, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0695, loss: 1.4761 +2025-06-18 02:36:08,048 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 3 days, 5:48:44, time: 1.391, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2867, s0.acc: 92.3167, s0.loss_bbox: 0.2469, s0.loss_mask: 0.3153, s1.loss_cls: 0.1287, s1.acc: 92.9114, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1478, s2.loss_cls: 0.0571, s2.acc: 93.4511, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0692, loss: 1.4866 +2025-06-18 02:37:02,034 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 3 days, 5:47:14, time: 1.080, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2983, s0.acc: 91.9341, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3136, s1.loss_cls: 0.1324, s1.acc: 92.5463, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1481, s2.loss_cls: 0.0591, s2.acc: 93.1788, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0681, loss: 1.5277 +2025-06-18 02:37:56,573 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 3 days, 5:45:56, time: 1.091, data_time: 0.039, memory: 21739, loss_rpn_cls: 0.0739, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2915, s0.acc: 91.9897, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3123, s1.loss_cls: 0.1309, s1.acc: 92.5570, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1471, s2.loss_cls: 0.0583, s2.acc: 93.0287, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0684, loss: 1.5207 +2025-06-18 02:38:49,965 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 3 days, 5:44:14, time: 1.068, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2911, s0.acc: 92.0081, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3116, s1.loss_cls: 0.1298, s1.acc: 92.5453, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1460, s2.loss_cls: 0.0574, s2.acc: 93.2301, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0675, loss: 1.5183 +2025-06-18 02:39:43,722 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 3 days, 5:42:41, time: 1.075, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2865, s0.acc: 92.2400, s0.loss_bbox: 0.2535, s0.loss_mask: 0.3172, s1.loss_cls: 0.1275, s1.acc: 92.7409, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1511, s2.loss_cls: 0.0564, s2.acc: 93.4209, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0696, loss: 1.5068 +2025-06-18 02:40:39,567 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 3 days, 5:41:50, time: 1.117, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0704, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2850, s0.acc: 92.2922, s0.loss_bbox: 0.2537, s0.loss_mask: 0.3195, s1.loss_cls: 0.1264, s1.acc: 92.8219, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1490, s2.loss_cls: 0.0563, s2.acc: 93.4539, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0678, loss: 1.5015 +2025-06-18 02:41:33,047 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 3 days, 5:40:10, time: 1.069, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2951, s0.acc: 91.9197, s0.loss_bbox: 0.2628, s0.loss_mask: 0.3273, s1.loss_cls: 0.1324, s1.acc: 92.4442, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1551, s2.loss_cls: 0.0590, s2.acc: 93.0326, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0713, loss: 1.5537 +2025-06-18 02:42:44,441 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 3 days, 5:44:32, time: 1.429, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0718, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3024, s0.acc: 91.8477, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3241, s1.loss_cls: 0.1355, s1.acc: 92.4271, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1523, s2.loss_cls: 0.0595, s2.acc: 93.1581, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0705, loss: 1.5490 +2025-06-18 02:43:38,104 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 3 days, 5:42:56, time: 1.073, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0771, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3080, s0.acc: 91.6050, s0.loss_bbox: 0.2701, s0.loss_mask: 0.3151, s1.loss_cls: 0.1384, s1.acc: 92.1076, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1488, s2.loss_cls: 0.0622, s2.acc: 92.7816, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0690, loss: 1.5731 +2025-06-18 02:44:32,282 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 3 days, 5:41:31, time: 1.084, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2980, s0.acc: 91.7676, s0.loss_bbox: 0.2665, s0.loss_mask: 0.3134, s1.loss_cls: 0.1329, s1.acc: 92.4185, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1486, s2.loss_cls: 0.0592, s2.acc: 93.0454, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0690, loss: 1.5388 +2025-06-18 02:45:26,297 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 3 days, 5:40:03, time: 1.080, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2942, s0.acc: 91.8875, s0.loss_bbox: 0.2630, s0.loss_mask: 0.3195, s1.loss_cls: 0.1322, s1.acc: 92.4372, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1509, s2.loss_cls: 0.0590, s2.acc: 93.0270, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0701, loss: 1.5388 +2025-06-18 02:46:22,459 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 3 days, 5:39:17, time: 1.123, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2952, s0.acc: 92.0623, s0.loss_bbox: 0.2549, s0.loss_mask: 0.3136, s1.loss_cls: 0.1317, s1.acc: 92.6390, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1474, s2.loss_cls: 0.0581, s2.acc: 93.3031, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0681, loss: 1.5114 +2025-06-18 02:47:16,188 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 3 days, 5:37:43, time: 1.075, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0721, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2923, s0.acc: 92.1553, s0.loss_bbox: 0.2552, s0.loss_mask: 0.3239, s1.loss_cls: 0.1295, s1.acc: 92.7625, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1525, s2.loss_cls: 0.0576, s2.acc: 93.3515, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0707, loss: 1.5267 +2025-06-18 02:48:23,507 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 3 days, 5:40:36, time: 1.346, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2975, s0.acc: 91.9656, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3179, s1.loss_cls: 0.1328, s1.acc: 92.5396, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1504, s2.loss_cls: 0.0589, s2.acc: 93.2311, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0694, loss: 1.5450 +2025-06-18 02:49:23,238 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 3 days, 5:40:59, time: 1.195, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0708, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.3026, s0.acc: 91.8167, s0.loss_bbox: 0.2680, s0.loss_mask: 0.3124, s1.loss_cls: 0.1351, s1.acc: 92.3416, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1476, s2.loss_cls: 0.0594, s2.acc: 93.0580, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0681, loss: 1.5445 +2025-06-18 02:50:17,140 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 3 days, 5:39:28, time: 1.078, data_time: 0.041, memory: 21739, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3047, s0.acc: 91.8145, s0.loss_bbox: 0.2697, s0.loss_mask: 0.3165, s1.loss_cls: 0.1357, s1.acc: 92.4105, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1481, s2.loss_cls: 0.0607, s2.acc: 93.0394, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0690, loss: 1.5596 +2025-06-18 02:51:11,006 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 3 days, 5:37:57, time: 1.077, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2931, s0.acc: 92.0955, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3233, s1.loss_cls: 0.1322, s1.acc: 92.6059, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1517, s2.loss_cls: 0.0587, s2.acc: 93.2409, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0702, loss: 1.5320 +2025-06-18 02:52:04,892 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 3 days, 5:36:27, time: 1.078, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.3086, s0.acc: 91.7212, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3168, s1.loss_cls: 0.1380, s1.acc: 92.3095, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1499, s2.loss_cls: 0.0610, s2.acc: 93.0165, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0690, loss: 1.5573 +2025-06-18 02:53:00,970 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 3 days, 5:35:38, time: 1.121, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2980, s0.acc: 92.0083, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3209, s1.loss_cls: 0.1310, s1.acc: 92.7319, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1489, s2.loss_cls: 0.0582, s2.acc: 93.3173, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0689, loss: 1.5379 +2025-06-18 02:53:54,615 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 3 days, 5:34:03, time: 1.073, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3053, s0.acc: 91.6816, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3192, s1.loss_cls: 0.1360, s1.acc: 92.2425, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1510, s2.loss_cls: 0.0609, s2.acc: 92.8958, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0696, loss: 1.5579 +2025-06-18 02:55:05,656 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 3 days, 5:38:00, time: 1.421, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2899, s0.acc: 92.1316, s0.loss_bbox: 0.2531, s0.loss_mask: 0.3114, s1.loss_cls: 0.1306, s1.acc: 92.5932, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1459, s2.loss_cls: 0.0576, s2.acc: 93.1778, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0671, loss: 1.4999 +2025-06-18 02:56:00,366 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 3 days, 5:36:45, time: 1.094, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.3070, s0.acc: 91.7007, s0.loss_bbox: 0.2682, s0.loss_mask: 0.3159, s1.loss_cls: 0.1376, s1.acc: 92.2043, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1489, s2.loss_cls: 0.0617, s2.acc: 92.7831, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0690, loss: 1.5605 +2025-06-18 02:56:53,339 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 3 days, 5:34:57, time: 1.059, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2878, s0.acc: 92.2139, s0.loss_bbox: 0.2551, s0.loss_mask: 0.3164, s1.loss_cls: 0.1296, s1.acc: 92.6557, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1486, s2.loss_cls: 0.0576, s2.acc: 93.2752, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0690, loss: 1.5042 +2025-06-18 02:57:46,529 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 3 days, 5:33:13, time: 1.064, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2944, s0.acc: 91.9565, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3108, s1.loss_cls: 0.1317, s1.acc: 92.5742, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1480, s2.loss_cls: 0.0584, s2.acc: 93.2064, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0686, loss: 1.5217 +2025-06-18 02:58:41,951 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 3 days, 5:32:12, time: 1.108, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2902, s0.acc: 92.1631, s0.loss_bbox: 0.2535, s0.loss_mask: 0.3145, s1.loss_cls: 0.1314, s1.acc: 92.6852, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1489, s2.loss_cls: 0.0583, s2.acc: 93.3738, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0691, loss: 1.5072 +2025-06-18 02:59:35,738 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 3 days, 5:30:41, time: 1.076, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2851, s0.acc: 92.1362, s0.loss_bbox: 0.2557, s0.loss_mask: 0.3184, s1.loss_cls: 0.1290, s1.acc: 92.5827, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1510, s2.loss_cls: 0.0577, s2.acc: 93.1581, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0702, loss: 1.5088 +2025-06-18 03:00:39,409 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 3 days, 5:32:13, time: 1.273, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2871, s0.acc: 91.9316, s0.loss_bbox: 0.2641, s0.loss_mask: 0.3128, s1.loss_cls: 0.1279, s1.acc: 92.5099, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1473, s2.loss_cls: 0.0573, s2.acc: 93.0720, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0675, loss: 1.5170 +2025-06-18 03:01:41,589 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 3 days, 5:33:16, time: 1.243, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0734, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.3018, s0.acc: 91.7991, s0.loss_bbox: 0.2636, s0.loss_mask: 0.3139, s1.loss_cls: 0.1356, s1.acc: 92.3124, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1485, s2.loss_cls: 0.0603, s2.acc: 92.9317, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0685, loss: 1.5456 +2025-06-18 03:02:35,903 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 3 days, 5:31:54, time: 1.086, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2987, s0.acc: 91.8430, s0.loss_bbox: 0.2686, s0.loss_mask: 0.3207, s1.loss_cls: 0.1326, s1.acc: 92.3950, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1506, s2.loss_cls: 0.0593, s2.acc: 93.0192, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0695, loss: 1.5617 +2025-06-18 03:03:29,731 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 3 days, 5:30:23, time: 1.077, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2861, s0.acc: 92.0471, s0.loss_bbox: 0.2594, s0.loss_mask: 0.3174, s1.loss_cls: 0.1290, s1.acc: 92.5628, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1499, s2.loss_cls: 0.0574, s2.acc: 93.1431, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0695, loss: 1.5168 +2025-06-18 03:04:23,387 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 3 days, 5:28:49, time: 1.073, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0700, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2962, s0.acc: 92.0623, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3125, s1.loss_cls: 0.1325, s1.acc: 92.5231, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1474, s2.loss_cls: 0.0591, s2.acc: 93.0561, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0684, loss: 1.5223 +2025-06-18 03:05:19,518 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 3 days, 5:27:59, time: 1.122, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2936, s0.acc: 91.9692, s0.loss_bbox: 0.2655, s0.loss_mask: 0.3205, s1.loss_cls: 0.1317, s1.acc: 92.5764, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1507, s2.loss_cls: 0.0585, s2.acc: 93.1651, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0703, loss: 1.5448 +2025-06-18 03:06:12,757 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 3 days, 5:26:19, time: 1.066, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2635, s0.acc: 92.6523, s0.loss_bbox: 0.2378, s0.loss_mask: 0.3090, s1.loss_cls: 0.1186, s1.acc: 93.1092, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1446, s2.loss_cls: 0.0531, s2.acc: 93.6951, s2.loss_bbox: 0.0346, s2.loss_mask: 0.0671, loss: 1.4191 +2025-06-18 03:07:24,035 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 3 days, 5:30:03, time: 1.425, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2845, s0.acc: 92.0750, s0.loss_bbox: 0.2566, s0.loss_mask: 0.3213, s1.loss_cls: 0.1276, s1.acc: 92.6178, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1530, s2.loss_cls: 0.0582, s2.acc: 93.0349, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0711, loss: 1.5164 +2025-06-18 03:08:17,459 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 3 days, 5:28:26, time: 1.069, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2813, s0.acc: 92.3245, s0.loss_bbox: 0.2495, s0.loss_mask: 0.3173, s1.loss_cls: 0.1266, s1.acc: 92.7667, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1494, s2.loss_cls: 0.0563, s2.acc: 93.4745, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0693, loss: 1.4903 +2025-06-18 03:09:11,118 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 3 days, 5:26:52, time: 1.073, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2923, s0.acc: 92.0200, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3107, s1.loss_cls: 0.1318, s1.acc: 92.4968, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1461, s2.loss_cls: 0.0586, s2.acc: 93.1168, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0675, loss: 1.5127 +2025-06-18 03:10:04,918 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 3 days, 5:25:20, time: 1.075, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2981, s0.acc: 91.6538, s0.loss_bbox: 0.2734, s0.loss_mask: 0.3110, s1.loss_cls: 0.1346, s1.acc: 92.2370, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1471, s2.loss_cls: 0.0596, s2.acc: 92.8253, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0680, loss: 1.5458 +2025-06-18 03:10:58,862 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 3 days, 5:23:52, time: 1.080, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.3029, s0.acc: 91.7556, s0.loss_bbox: 0.2746, s0.loss_mask: 0.3156, s1.loss_cls: 0.1356, s1.acc: 92.3228, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1487, s2.loss_cls: 0.0603, s2.acc: 92.9512, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0685, loss: 1.5603 +2025-06-18 03:11:54,495 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 3 days, 5:22:54, time: 1.113, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2903, s0.acc: 92.0107, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3222, s1.loss_cls: 0.1307, s1.acc: 92.4714, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1522, s2.loss_cls: 0.0587, s2.acc: 93.0528, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0697, loss: 1.5314 +2025-06-18 03:12:52,900 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 3 days, 5:22:45, time: 1.167, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2833, s0.acc: 92.1677, s0.loss_bbox: 0.2521, s0.loss_mask: 0.3101, s1.loss_cls: 0.1288, s1.acc: 92.5955, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1474, s2.loss_cls: 0.0579, s2.acc: 93.1080, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0683, loss: 1.4844 +2025-06-18 03:13:59,041 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 3 days, 5:24:52, time: 1.324, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2789, s0.acc: 92.2588, s0.loss_bbox: 0.2544, s0.loss_mask: 0.3125, s1.loss_cls: 0.1272, s1.acc: 92.6468, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1480, s2.loss_cls: 0.0574, s2.acc: 93.2084, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0682, loss: 1.4838 +2025-06-18 03:14:52,268 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 3 days, 5:23:11, time: 1.064, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0664, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2918, s0.acc: 91.8870, s0.loss_bbox: 0.2590, s0.loss_mask: 0.3121, s1.loss_cls: 0.1312, s1.acc: 92.4312, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1474, s2.loss_cls: 0.0583, s2.acc: 93.0375, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0681, loss: 1.5138 +2025-06-18 03:15:45,542 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 3 days, 5:21:31, time: 1.065, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0728, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2860, s0.acc: 92.2432, s0.loss_bbox: 0.2534, s0.loss_mask: 0.3064, s1.loss_cls: 0.1270, s1.acc: 92.8147, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1442, s2.loss_cls: 0.0571, s2.acc: 93.3610, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0666, loss: 1.4884 +2025-06-18 03:16:39,717 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 3 days, 5:20:07, time: 1.083, data_time: 0.041, memory: 21739, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2927, s0.acc: 91.9275, s0.loss_bbox: 0.2656, s0.loss_mask: 0.3090, s1.loss_cls: 0.1309, s1.acc: 92.4695, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1467, s2.loss_cls: 0.0591, s2.acc: 93.0558, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0684, loss: 1.5238 +2025-06-18 03:17:36,271 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 3 days, 5:19:25, time: 1.132, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0707, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2934, s0.acc: 91.9797, s0.loss_bbox: 0.2618, s0.loss_mask: 0.3140, s1.loss_cls: 0.1314, s1.acc: 92.4922, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1480, s2.loss_cls: 0.0588, s2.acc: 93.0330, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0681, loss: 1.5231 +2025-06-18 03:18:30,109 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 3 days, 5:17:55, time: 1.076, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0673, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2860, s0.acc: 92.0947, s0.loss_bbox: 0.2609, s0.loss_mask: 0.3125, s1.loss_cls: 0.1278, s1.acc: 92.5856, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1485, s2.loss_cls: 0.0566, s2.acc: 93.2365, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0686, loss: 1.5065 +2025-06-18 03:19:40,569 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 3 days, 5:21:13, time: 1.410, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2825, s0.acc: 92.2297, s0.loss_bbox: 0.2538, s0.loss_mask: 0.3105, s1.loss_cls: 0.1274, s1.acc: 92.7001, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1466, s2.loss_cls: 0.0566, s2.acc: 93.2876, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0685, loss: 1.4889 +2025-06-18 03:20:33,231 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 3 days, 5:19:22, time: 1.053, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2746, s0.acc: 92.4238, s0.loss_bbox: 0.2464, s0.loss_mask: 0.3111, s1.loss_cls: 0.1232, s1.acc: 92.9608, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1456, s2.loss_cls: 0.0547, s2.acc: 93.5004, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0671, loss: 1.4568 +2025-06-18 03:21:26,249 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 3 days, 5:17:39, time: 1.060, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0704, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2787, s0.acc: 92.2605, s0.loss_bbox: 0.2523, s0.loss_mask: 0.3055, s1.loss_cls: 0.1243, s1.acc: 92.9163, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1439, s2.loss_cls: 0.0555, s2.acc: 93.4969, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0666, loss: 1.4701 +2025-06-18 03:22:19,571 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 3 days, 5:16:01, time: 1.066, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2811, s0.acc: 92.2856, s0.loss_bbox: 0.2568, s0.loss_mask: 0.3044, s1.loss_cls: 0.1259, s1.acc: 92.8096, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1444, s2.loss_cls: 0.0564, s2.acc: 93.2879, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0667, loss: 1.4810 +2025-06-18 03:23:00,499 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-06-18 03:26:53,700 - mmdet - INFO - Evaluating bbox... +2025-06-18 03:27:32,397 - mmdet - INFO - Evaluating segm... +2025-06-18 03:28:15,232 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 03:28:15,232 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.2550, bbox_mAP_50: 0.3860, bbox_mAP_75: 0.2730, bbox_mAP_s: 0.1610, bbox_mAP_m: 0.2650, bbox_mAP_l: 0.3310, bbox_mAP_copypaste: 0.255 0.386 0.273 0.161 0.265 0.331, segm_mAP: 0.2240, segm_mAP_50: 0.3660, segm_mAP_75: 0.2370, segm_mAP_s: 0.1290, segm_mAP_m: 0.2370, segm_mAP_l: 0.3010, segm_mAP_copypaste: 0.224 0.366 0.237 0.129 0.237 0.301 +2025-06-18 03:30:26,363 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 3 days, 5:26:20, time: 2.622, data_time: 1.500, memory: 21739, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2720, s0.acc: 92.3157, s0.loss_bbox: 0.2521, s0.loss_mask: 0.3123, s1.loss_cls: 0.1218, s1.acc: 92.9089, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1472, s2.loss_cls: 0.0544, s2.acc: 93.3585, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0681, loss: 1.4690 +2025-06-18 03:31:40,807 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 3 days, 5:30:36, time: 1.489, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0652, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2817, s0.acc: 92.1877, s0.loss_bbox: 0.2518, s0.loss_mask: 0.3050, s1.loss_cls: 0.1257, s1.acc: 92.8038, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1446, s2.loss_cls: 0.0558, s2.acc: 93.4415, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0673, loss: 1.4721 +2025-06-18 03:32:36,768 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 3 days, 5:29:39, time: 1.119, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2797, s0.acc: 92.1926, s0.loss_bbox: 0.2513, s0.loss_mask: 0.3026, s1.loss_cls: 0.1259, s1.acc: 92.7244, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1424, s2.loss_cls: 0.0567, s2.acc: 93.2004, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0660, loss: 1.4613 +2025-06-18 03:33:32,603 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 3 days, 5:28:40, time: 1.117, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2822, s0.acc: 92.1235, s0.loss_bbox: 0.2585, s0.loss_mask: 0.3092, s1.loss_cls: 0.1258, s1.acc: 92.6817, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1464, s2.loss_cls: 0.0560, s2.acc: 93.2437, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0680, loss: 1.4910 +2025-06-18 03:34:29,248 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 3 days, 5:27:55, time: 1.133, data_time: 0.043, memory: 21739, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.3003, s0.acc: 91.6016, s0.loss_bbox: 0.2732, s0.loss_mask: 0.3181, s1.loss_cls: 0.1333, s1.acc: 92.2440, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1510, s2.loss_cls: 0.0593, s2.acc: 92.8853, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0698, loss: 1.5583 +2025-06-18 03:35:25,519 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 3 days, 5:27:03, time: 1.125, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2781, s0.acc: 92.3828, s0.loss_bbox: 0.2480, s0.loss_mask: 0.3136, s1.loss_cls: 0.1246, s1.acc: 92.8251, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1493, s2.loss_cls: 0.0555, s2.acc: 93.4074, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0697, loss: 1.4721 +2025-06-18 03:36:21,927 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 3 days, 5:26:14, time: 1.128, data_time: 0.042, memory: 21739, loss_rpn_cls: 0.0727, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2826, s0.acc: 92.1040, s0.loss_bbox: 0.2615, s0.loss_mask: 0.3133, s1.loss_cls: 0.1259, s1.acc: 92.6059, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1492, s2.loss_cls: 0.0570, s2.acc: 93.1510, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0687, loss: 1.5110 +2025-06-18 03:37:27,468 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 3 days, 5:27:55, time: 1.310, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2670, s0.acc: 92.3745, s0.loss_bbox: 0.2512, s0.loss_mask: 0.3060, s1.loss_cls: 0.1187, s1.acc: 92.9689, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1460, s2.loss_cls: 0.0535, s2.acc: 93.5764, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0680, loss: 1.4489 +2025-06-18 03:38:32,986 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 3 days, 5:29:35, time: 1.311, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2662, s0.acc: 92.3494, s0.loss_bbox: 0.2541, s0.loss_mask: 0.3168, s1.loss_cls: 0.1198, s1.acc: 92.7812, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1506, s2.loss_cls: 0.0540, s2.acc: 93.3128, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0701, loss: 1.4786 +2025-06-18 03:39:27,029 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 3 days, 5:28:06, time: 1.081, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2728, s0.acc: 92.3665, s0.loss_bbox: 0.2510, s0.loss_mask: 0.3026, s1.loss_cls: 0.1210, s1.acc: 92.9436, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1437, s2.loss_cls: 0.0542, s2.acc: 93.4834, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0670, loss: 1.4458 +2025-06-18 03:40:21,059 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 3 days, 5:26:36, time: 1.080, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2671, s0.acc: 92.5979, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2986, s1.loss_cls: 0.1201, s1.acc: 93.1330, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1415, s2.loss_cls: 0.0537, s2.acc: 93.6375, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0650, loss: 1.4184 +2025-06-18 03:41:14,955 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 3 days, 5:25:05, time: 1.078, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2770, s0.acc: 92.3032, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2968, s1.loss_cls: 0.1238, s1.acc: 92.8297, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1402, s2.loss_cls: 0.0564, s2.acc: 93.3119, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0650, loss: 1.4452 +2025-06-18 03:42:09,355 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 3 days, 5:23:43, time: 1.088, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0664, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2741, s0.acc: 92.3125, s0.loss_bbox: 0.2557, s0.loss_mask: 0.3105, s1.loss_cls: 0.1236, s1.acc: 92.7423, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1473, s2.loss_cls: 0.0556, s2.acc: 93.2616, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0678, loss: 1.4781 +2025-06-18 03:43:03,731 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 3 days, 5:22:19, time: 1.087, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2735, s0.acc: 92.3396, s0.loss_bbox: 0.2501, s0.loss_mask: 0.3026, s1.loss_cls: 0.1231, s1.acc: 92.8942, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1436, s2.loss_cls: 0.0544, s2.acc: 93.5256, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0666, loss: 1.4508 +2025-06-18 03:44:15,868 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 3 days, 5:25:43, time: 1.443, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2773, s0.acc: 92.2017, s0.loss_bbox: 0.2582, s0.loss_mask: 0.3036, s1.loss_cls: 0.1235, s1.acc: 92.7544, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1443, s2.loss_cls: 0.0561, s2.acc: 93.2755, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0668, loss: 1.4753 +2025-06-18 03:45:12,682 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 3 days, 5:24:59, time: 1.136, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2749, s0.acc: 92.2961, s0.loss_bbox: 0.2506, s0.loss_mask: 0.3028, s1.loss_cls: 0.1232, s1.acc: 92.7784, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1446, s2.loss_cls: 0.0562, s2.acc: 93.2824, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0668, loss: 1.4583 +2025-06-18 03:46:06,818 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 3 days, 5:23:31, time: 1.083, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2649, s0.acc: 92.4956, s0.loss_bbox: 0.2565, s0.loss_mask: 0.3040, s1.loss_cls: 0.1195, s1.acc: 93.0152, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1436, s2.loss_cls: 0.0531, s2.acc: 93.6325, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0667, loss: 1.4517 +2025-06-18 03:47:01,373 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 3 days, 5:22:10, time: 1.090, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0650, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2765, s0.acc: 92.2415, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3130, s1.loss_cls: 0.1237, s1.acc: 92.8393, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1471, s2.loss_cls: 0.0553, s2.acc: 93.3326, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0677, loss: 1.4755 +2025-06-18 03:47:54,729 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 3 days, 5:20:31, time: 1.068, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2792, s0.acc: 92.2256, s0.loss_bbox: 0.2504, s0.loss_mask: 0.3037, s1.loss_cls: 0.1238, s1.acc: 92.8720, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1449, s2.loss_cls: 0.0559, s2.acc: 93.3632, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0675, loss: 1.4651 +2025-06-18 03:48:48,751 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 3 days, 5:19:02, time: 1.080, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2803, s0.acc: 92.1853, s0.loss_bbox: 0.2565, s0.loss_mask: 0.3005, s1.loss_cls: 0.1243, s1.acc: 92.7808, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1436, s2.loss_cls: 0.0556, s2.acc: 93.3568, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0665, loss: 1.4702 +2025-06-18 03:49:47,003 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 3 days, 5:18:41, time: 1.165, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2756, s0.acc: 92.3765, s0.loss_bbox: 0.2531, s0.loss_mask: 0.3022, s1.loss_cls: 0.1237, s1.acc: 92.9289, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1432, s2.loss_cls: 0.0561, s2.acc: 93.3255, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0662, loss: 1.4546 +2025-06-18 03:50:57,335 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 3 days, 5:21:28, time: 1.406, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2746, s0.acc: 92.2725, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2952, s1.loss_cls: 0.1231, s1.acc: 92.8467, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1395, s2.loss_cls: 0.0555, s2.acc: 93.3231, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0646, loss: 1.4431 +2025-06-18 03:51:53,935 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 3 days, 5:20:40, time: 1.133, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2779, s0.acc: 92.1826, s0.loss_bbox: 0.2561, s0.loss_mask: 0.3068, s1.loss_cls: 0.1259, s1.acc: 92.6746, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1440, s2.loss_cls: 0.0566, s2.acc: 93.2403, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0662, loss: 1.4753 +2025-06-18 03:52:48,755 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 3 days, 5:19:24, time: 1.097, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2786, s0.acc: 92.0154, s0.loss_bbox: 0.2666, s0.loss_mask: 0.3088, s1.loss_cls: 0.1248, s1.acc: 92.5681, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1456, s2.loss_cls: 0.0568, s2.acc: 93.0445, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0678, loss: 1.5010 +2025-06-18 03:53:42,795 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 3 days, 5:17:55, time: 1.081, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2748, s0.acc: 92.2517, s0.loss_bbox: 0.2567, s0.loss_mask: 0.3148, s1.loss_cls: 0.1239, s1.acc: 92.7382, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1494, s2.loss_cls: 0.0561, s2.acc: 93.2463, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0687, loss: 1.4881 +2025-06-18 03:54:36,111 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 3 days, 5:16:16, time: 1.067, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2613, s0.acc: 92.5723, s0.loss_bbox: 0.2464, s0.loss_mask: 0.3087, s1.loss_cls: 0.1179, s1.acc: 93.0329, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1469, s2.loss_cls: 0.0522, s2.acc: 93.6380, s2.loss_bbox: 0.0357, s2.loss_mask: 0.0671, loss: 1.4343 +2025-06-18 03:55:30,033 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 3 days, 5:14:46, time: 1.078, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2806, s0.acc: 92.0854, s0.loss_bbox: 0.2566, s0.loss_mask: 0.3009, s1.loss_cls: 0.1259, s1.acc: 92.5849, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1422, s2.loss_cls: 0.0571, s2.acc: 93.1140, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0653, loss: 1.4710 +2025-06-18 03:56:42,535 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 3 days, 5:18:03, time: 1.450, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2761, s0.acc: 92.4182, s0.loss_bbox: 0.2512, s0.loss_mask: 0.3084, s1.loss_cls: 0.1238, s1.acc: 92.9694, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1452, s2.loss_cls: 0.0557, s2.acc: 93.4095, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0672, loss: 1.4663 +2025-06-18 03:57:40,053 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 3 days, 5:17:28, time: 1.150, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2879, s0.acc: 92.0012, s0.loss_bbox: 0.2667, s0.loss_mask: 0.3041, s1.loss_cls: 0.1280, s1.acc: 92.5834, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1444, s2.loss_cls: 0.0566, s2.acc: 93.3035, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0665, loss: 1.5067 +2025-06-18 03:58:34,247 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 3 days, 5:16:02, time: 1.084, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2774, s0.acc: 92.2786, s0.loss_bbox: 0.2515, s0.loss_mask: 0.3005, s1.loss_cls: 0.1256, s1.acc: 92.7348, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1422, s2.loss_cls: 0.0566, s2.acc: 93.2521, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0658, loss: 1.4521 +2025-06-18 03:59:28,130 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 3 days, 5:14:31, time: 1.078, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2702, s0.acc: 92.4048, s0.loss_bbox: 0.2521, s0.loss_mask: 0.3106, s1.loss_cls: 0.1212, s1.acc: 92.8784, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1478, s2.loss_cls: 0.0542, s2.acc: 93.4929, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0680, loss: 1.4604 +2025-06-18 04:00:22,485 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 3 days, 5:13:08, time: 1.087, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2865, s0.acc: 92.0405, s0.loss_bbox: 0.2718, s0.loss_mask: 0.3088, s1.loss_cls: 0.1276, s1.acc: 92.5694, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1474, s2.loss_cls: 0.0573, s2.acc: 93.1209, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0679, loss: 1.5175 +2025-06-18 04:01:16,149 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 3 days, 5:11:34, time: 1.073, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2766, s0.acc: 92.2046, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3067, s1.loss_cls: 0.1253, s1.acc: 92.7281, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1447, s2.loss_cls: 0.0569, s2.acc: 93.1505, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0669, loss: 1.4708 +2025-06-18 04:02:10,294 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 3 days, 5:10:08, time: 1.083, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0663, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2812, s0.acc: 92.0762, s0.loss_bbox: 0.2593, s0.loss_mask: 0.3001, s1.loss_cls: 0.1275, s1.acc: 92.6012, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1425, s2.loss_cls: 0.0580, s2.acc: 93.1103, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0658, loss: 1.4802 +2025-06-18 04:03:23,520 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 3 days, 5:13:30, time: 1.465, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2713, s0.acc: 92.4170, s0.loss_bbox: 0.2524, s0.loss_mask: 0.3100, s1.loss_cls: 0.1231, s1.acc: 92.8471, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1447, s2.loss_cls: 0.0551, s2.acc: 93.4092, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0667, loss: 1.4587 +2025-06-18 04:04:20,945 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 3 days, 5:12:53, time: 1.149, data_time: 0.039, memory: 21739, loss_rpn_cls: 0.0662, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2724, s0.acc: 92.4285, s0.loss_bbox: 0.2517, s0.loss_mask: 0.3071, s1.loss_cls: 0.1232, s1.acc: 92.8863, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1462, s2.loss_cls: 0.0548, s2.acc: 93.4397, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0673, loss: 1.4633 +2025-06-18 04:05:15,326 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 3 days, 5:11:30, time: 1.088, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0685, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2872, s0.acc: 91.9456, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3087, s1.loss_cls: 0.1291, s1.acc: 92.4623, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1457, s2.loss_cls: 0.0578, s2.acc: 93.0533, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0672, loss: 1.5100 +2025-06-18 04:06:09,139 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 3 days, 5:09:58, time: 1.076, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2734, s0.acc: 92.2678, s0.loss_bbox: 0.2544, s0.loss_mask: 0.3072, s1.loss_cls: 0.1232, s1.acc: 92.8206, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1451, s2.loss_cls: 0.0559, s2.acc: 93.2832, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0678, loss: 1.4598 +2025-06-18 04:07:02,829 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 3 days, 5:08:25, time: 1.074, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2758, s0.acc: 92.3611, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2989, s1.loss_cls: 0.1223, s1.acc: 92.8970, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1420, s2.loss_cls: 0.0551, s2.acc: 93.3599, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0659, loss: 1.4399 +2025-06-18 04:07:56,753 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 3 days, 5:06:56, time: 1.079, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2775, s0.acc: 92.3103, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3048, s1.loss_cls: 0.1249, s1.acc: 92.7537, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1441, s2.loss_cls: 0.0564, s2.acc: 93.2818, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0664, loss: 1.4680 +2025-06-18 04:09:03,482 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 3 days, 5:08:37, time: 1.335, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0692, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2792, s0.acc: 92.1982, s0.loss_bbox: 0.2598, s0.loss_mask: 0.3037, s1.loss_cls: 0.1250, s1.acc: 92.7051, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1442, s2.loss_cls: 0.0559, s2.acc: 93.3153, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0666, loss: 1.4841 +2025-06-18 04:10:04,906 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 3 days, 5:08:58, time: 1.228, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2792, s0.acc: 92.0784, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2991, s1.loss_cls: 0.1260, s1.acc: 92.5855, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1431, s2.loss_cls: 0.0565, s2.acc: 93.2404, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0662, loss: 1.4845 +2025-06-18 04:10:58,832 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 3 days, 5:07:28, time: 1.078, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2668, s0.acc: 92.4998, s0.loss_bbox: 0.2526, s0.loss_mask: 0.3034, s1.loss_cls: 0.1205, s1.acc: 92.9963, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1438, s2.loss_cls: 0.0539, s2.acc: 93.4517, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0668, loss: 1.4449 +2025-06-18 04:11:52,469 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 3 days, 5:05:55, time: 1.073, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2722, s0.acc: 92.2561, s0.loss_bbox: 0.2567, s0.loss_mask: 0.3059, s1.loss_cls: 0.1238, s1.acc: 92.6526, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1458, s2.loss_cls: 0.0558, s2.acc: 93.1340, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0683, loss: 1.4669 +2025-06-18 04:12:46,126 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 3 days, 5:04:22, time: 1.073, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2674, s0.acc: 92.4131, s0.loss_bbox: 0.2538, s0.loss_mask: 0.3001, s1.loss_cls: 0.1201, s1.acc: 92.8666, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1428, s2.loss_cls: 0.0537, s2.acc: 93.3651, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0659, loss: 1.4445 +2025-06-18 04:13:40,331 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 3 days, 5:02:57, time: 1.084, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2792, s0.acc: 92.0515, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2991, s1.loss_cls: 0.1252, s1.acc: 92.4773, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1422, s2.loss_cls: 0.0567, s2.acc: 93.1548, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0657, loss: 1.4768 +2025-06-18 04:14:34,668 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 3 days, 5:01:34, time: 1.087, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2889, s0.acc: 92.0085, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3027, s1.loss_cls: 0.1301, s1.acc: 92.4995, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1434, s2.loss_cls: 0.0584, s2.acc: 92.9741, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0661, loss: 1.5057 +2025-06-18 04:15:46,015 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 3 days, 5:04:17, time: 1.427, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2734, s0.acc: 92.2175, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2966, s1.loss_cls: 0.1236, s1.acc: 92.6958, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1410, s2.loss_cls: 0.0555, s2.acc: 93.1660, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0657, loss: 1.4556 +2025-06-18 04:16:42,466 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 3 days, 5:03:25, time: 1.129, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2774, s0.acc: 92.2856, s0.loss_bbox: 0.2595, s0.loss_mask: 0.3037, s1.loss_cls: 0.1217, s1.acc: 92.9902, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1423, s2.loss_cls: 0.0545, s2.acc: 93.4865, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0657, loss: 1.4716 +2025-06-18 04:17:36,189 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 3 days, 5:01:53, time: 1.074, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2472, s0.acc: 92.9116, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2997, s1.loss_cls: 0.1131, s1.acc: 93.3659, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1449, s2.loss_cls: 0.0518, s2.acc: 93.5538, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0664, loss: 1.3942 +2025-06-18 04:18:28,775 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 3 days, 5:00:05, time: 1.052, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2624, s0.acc: 92.5967, s0.loss_bbox: 0.2465, s0.loss_mask: 0.3073, s1.loss_cls: 0.1179, s1.acc: 93.0625, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1434, s2.loss_cls: 0.0528, s2.acc: 93.6563, s2.loss_bbox: 0.0343, s2.loss_mask: 0.0660, loss: 1.4225 +2025-06-18 04:19:22,270 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 3 days, 4:58:30, time: 1.070, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2735, s0.acc: 92.2798, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3082, s1.loss_cls: 0.1217, s1.acc: 92.8775, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1454, s2.loss_cls: 0.0550, s2.acc: 93.3388, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0671, loss: 1.4740 +2025-06-18 04:20:15,307 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 3 days, 4:56:49, time: 1.061, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2622, s0.acc: 92.4663, s0.loss_bbox: 0.2464, s0.loss_mask: 0.3081, s1.loss_cls: 0.1194, s1.acc: 92.9153, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1457, s2.loss_cls: 0.0534, s2.acc: 93.4812, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0671, loss: 1.4366 +2025-06-18 04:21:16,024 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 3 days, 4:56:24, time: 1.168, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2733, s0.acc: 92.0994, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3056, s1.loss_cls: 0.1228, s1.acc: 92.5990, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1439, s2.loss_cls: 0.0558, s2.acc: 93.0920, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0664, loss: 1.4741 +2025-06-18 04:22:22,031 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 3 days, 4:58:20, time: 1.367, data_time: 0.084, memory: 21739, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2761, s0.acc: 92.1987, s0.loss_bbox: 0.2611, s0.loss_mask: 0.3124, s1.loss_cls: 0.1248, s1.acc: 92.7266, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1479, s2.loss_cls: 0.0554, s2.acc: 93.3725, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0683, loss: 1.4856 +2025-06-18 04:23:15,169 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 3 days, 4:56:41, time: 1.063, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2591, s0.acc: 92.6567, s0.loss_bbox: 0.2425, s0.loss_mask: 0.3026, s1.loss_cls: 0.1177, s1.acc: 93.1296, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1443, s2.loss_cls: 0.0534, s2.acc: 93.5386, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0676, loss: 1.4184 +2025-06-18 04:24:08,982 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 3 days, 4:55:11, time: 1.076, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2746, s0.acc: 92.1611, s0.loss_bbox: 0.2576, s0.loss_mask: 0.3026, s1.loss_cls: 0.1230, s1.acc: 92.6727, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1439, s2.loss_cls: 0.0555, s2.acc: 93.3051, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0664, loss: 1.4665 +2025-06-18 04:25:03,512 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 3 days, 4:53:51, time: 1.091, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2701, s0.acc: 92.2085, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2949, s1.loss_cls: 0.1204, s1.acc: 92.8229, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1399, s2.loss_cls: 0.0548, s2.acc: 93.2156, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0651, loss: 1.4540 +2025-06-18 04:25:56,833 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 3 days, 4:52:15, time: 1.066, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2652, s0.acc: 92.4827, s0.loss_bbox: 0.2524, s0.loss_mask: 0.3022, s1.loss_cls: 0.1191, s1.acc: 92.9768, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1438, s2.loss_cls: 0.0534, s2.acc: 93.4328, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0663, loss: 1.4409 +2025-06-18 04:26:50,435 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 3 days, 4:50:43, time: 1.072, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2761, s0.acc: 92.2776, s0.loss_bbox: 0.2647, s0.loss_mask: 0.3051, s1.loss_cls: 0.1236, s1.acc: 92.8293, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1454, s2.loss_cls: 0.0549, s2.acc: 93.4102, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0669, loss: 1.4845 +2025-06-18 04:28:03,543 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 3 days, 4:53:42, time: 1.462, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2710, s0.acc: 92.1597, s0.loss_bbox: 0.2629, s0.loss_mask: 0.3077, s1.loss_cls: 0.1209, s1.acc: 92.7525, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1486, s2.loss_cls: 0.0551, s2.acc: 93.2136, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0697, loss: 1.4757 +2025-06-18 04:28:59,852 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 3 days, 4:52:46, time: 1.126, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2629, s0.acc: 92.5811, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2984, s1.loss_cls: 0.1183, s1.acc: 93.0519, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1417, s2.loss_cls: 0.0538, s2.acc: 93.4243, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0658, loss: 1.4242 +2025-06-18 04:29:54,028 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 3 days, 4:51:22, time: 1.084, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2658, s0.acc: 92.3811, s0.loss_bbox: 0.2568, s0.loss_mask: 0.3001, s1.loss_cls: 0.1190, s1.acc: 92.8599, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1436, s2.loss_cls: 0.0537, s2.acc: 93.3756, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0662, loss: 1.4461 +2025-06-18 04:30:48,020 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 3 days, 4:49:55, time: 1.080, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2725, s0.acc: 92.1455, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3028, s1.loss_cls: 0.1228, s1.acc: 92.6890, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1433, s2.loss_cls: 0.0563, s2.acc: 93.0790, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0666, loss: 1.4720 +2025-06-18 04:31:41,725 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 3 days, 4:48:25, time: 1.074, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2691, s0.acc: 92.2866, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2990, s1.loss_cls: 0.1212, s1.acc: 92.7510, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1418, s2.loss_cls: 0.0557, s2.acc: 93.0998, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0650, loss: 1.4508 +2025-06-18 04:32:35,414 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 3 days, 4:46:54, time: 1.074, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2657, s0.acc: 92.5791, s0.loss_bbox: 0.2448, s0.loss_mask: 0.3010, s1.loss_cls: 0.1217, s1.acc: 92.8498, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1422, s2.loss_cls: 0.0548, s2.acc: 93.3079, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0657, loss: 1.4254 +2025-06-18 04:33:31,756 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 3 days, 4:45:59, time: 1.127, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2684, s0.acc: 92.0820, s0.loss_bbox: 0.2670, s0.loss_mask: 0.3022, s1.loss_cls: 0.1214, s1.acc: 92.5333, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1435, s2.loss_cls: 0.0549, s2.acc: 93.1191, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0664, loss: 1.4745 +2025-06-18 04:34:41,593 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 3 days, 4:48:08, time: 1.396, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2624, s0.acc: 92.4961, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2922, s1.loss_cls: 0.1174, s1.acc: 93.0916, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1389, s2.loss_cls: 0.0529, s2.acc: 93.5407, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0638, loss: 1.4060 +2025-06-18 04:35:37,985 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 3 days, 4:47:15, time: 1.129, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2613, s0.acc: 92.5054, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2969, s1.loss_cls: 0.1172, s1.acc: 92.9838, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1411, s2.loss_cls: 0.0532, s2.acc: 93.3397, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0653, loss: 1.4251 +2025-06-18 04:36:32,192 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 3 days, 4:45:51, time: 1.084, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2675, s0.acc: 92.3540, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3033, s1.loss_cls: 0.1188, s1.acc: 92.9846, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1435, s2.loss_cls: 0.0536, s2.acc: 93.4591, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0665, loss: 1.4623 +2025-06-18 04:37:26,369 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 3 days, 4:44:27, time: 1.084, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2731, s0.acc: 92.2061, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2933, s1.loss_cls: 0.1231, s1.acc: 92.6847, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1393, s2.loss_cls: 0.0557, s2.acc: 93.3440, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0646, loss: 1.4475 +2025-06-18 04:38:20,567 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 3 days, 4:43:04, time: 1.084, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2856, s0.acc: 91.8179, s0.loss_bbox: 0.2722, s0.loss_mask: 0.2997, s1.loss_cls: 0.1278, s1.acc: 92.4070, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1404, s2.loss_cls: 0.0572, s2.acc: 92.9693, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0646, loss: 1.4950 +2025-06-18 04:39:14,040 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 3 days, 4:41:30, time: 1.069, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2720, s0.acc: 92.2952, s0.loss_bbox: 0.2541, s0.loss_mask: 0.3024, s1.loss_cls: 0.1224, s1.acc: 92.7703, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1444, s2.loss_cls: 0.0554, s2.acc: 93.2526, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0668, loss: 1.4497 +2025-06-18 04:40:20,155 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 3 days, 4:42:46, time: 1.322, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2662, s0.acc: 92.4871, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2937, s1.loss_cls: 0.1194, s1.acc: 92.9274, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1391, s2.loss_cls: 0.0538, s2.acc: 93.4496, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0642, loss: 1.4162 +2025-06-18 04:41:19,461 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 3 days, 4:42:31, time: 1.187, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0671, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2703, s0.acc: 92.2173, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2948, s1.loss_cls: 0.1214, s1.acc: 92.7407, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1407, s2.loss_cls: 0.0551, s2.acc: 93.2835, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0657, loss: 1.4562 +2025-06-18 04:42:13,714 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 3 days, 4:41:08, time: 1.085, data_time: 0.039, memory: 21739, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2604, s0.acc: 92.5493, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2921, s1.loss_cls: 0.1184, s1.acc: 92.9801, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1388, s2.loss_cls: 0.0541, s2.acc: 93.3936, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0647, loss: 1.4177 +2025-06-18 04:43:07,771 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 3 days, 4:39:43, time: 1.081, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2794, s0.acc: 92.1741, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2997, s1.loss_cls: 0.1265, s1.acc: 92.5577, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1410, s2.loss_cls: 0.0568, s2.acc: 93.1950, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0648, loss: 1.4692 +2025-06-18 04:44:01,429 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 3 days, 4:38:13, time: 1.073, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2822, s0.acc: 92.0596, s0.loss_bbox: 0.2637, s0.loss_mask: 0.3070, s1.loss_cls: 0.1267, s1.acc: 92.6165, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1440, s2.loss_cls: 0.0568, s2.acc: 93.0793, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0660, loss: 1.4914 +2025-06-18 04:44:55,276 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 3 days, 4:36:45, time: 1.076, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2595, s0.acc: 92.6292, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2978, s1.loss_cls: 0.1149, s1.acc: 93.1503, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1414, s2.loss_cls: 0.0523, s2.acc: 93.5806, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0652, loss: 1.4163 +2025-06-18 04:45:49,775 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 3 days, 4:35:26, time: 1.091, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2798, s0.acc: 92.0083, s0.loss_bbox: 0.2637, s0.loss_mask: 0.3033, s1.loss_cls: 0.1274, s1.acc: 92.4715, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1433, s2.loss_cls: 0.0572, s2.acc: 92.9502, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0663, loss: 1.4888 +2025-06-18 04:46:58,701 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 3 days, 4:37:17, time: 1.379, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2665, s0.acc: 92.4492, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2948, s1.loss_cls: 0.1203, s1.acc: 92.8841, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1391, s2.loss_cls: 0.0549, s2.acc: 93.2487, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0643, loss: 1.4218 +2025-06-18 04:47:55,003 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 3 days, 4:36:21, time: 1.126, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2743, s0.acc: 92.1274, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2971, s1.loss_cls: 0.1245, s1.acc: 92.5340, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1410, s2.loss_cls: 0.0560, s2.acc: 93.1314, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0651, loss: 1.4741 +2025-06-18 04:48:49,151 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 3 days, 4:34:57, time: 1.083, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2658, s0.acc: 92.3477, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2966, s1.loss_cls: 0.1185, s1.acc: 92.9215, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1405, s2.loss_cls: 0.0538, s2.acc: 93.3156, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0652, loss: 1.4414 +2025-06-18 04:49:43,390 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 3 days, 4:33:35, time: 1.085, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2592, s0.acc: 92.4478, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2919, s1.loss_cls: 0.1172, s1.acc: 92.8897, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1394, s2.loss_cls: 0.0534, s2.acc: 93.4527, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0646, loss: 1.4073 +2025-06-18 04:50:37,532 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 3 days, 4:32:11, time: 1.082, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2673, s0.acc: 92.1526, s0.loss_bbox: 0.2661, s0.loss_mask: 0.2938, s1.loss_cls: 0.1214, s1.acc: 92.6043, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1393, s2.loss_cls: 0.0551, s2.acc: 93.1122, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0644, loss: 1.4546 +2025-06-18 04:51:32,819 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 3 days, 4:31:03, time: 1.106, data_time: 0.044, memory: 21739, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2567, s0.acc: 92.5781, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2890, s1.loss_cls: 0.1167, s1.acc: 93.0153, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1394, s2.loss_cls: 0.0529, s2.acc: 93.4425, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0650, loss: 1.4118 +2025-06-18 04:52:37,081 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 3 days, 4:31:50, time: 1.286, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2608, s0.acc: 92.5708, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2910, s1.loss_cls: 0.1165, s1.acc: 93.1183, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1384, s2.loss_cls: 0.0529, s2.acc: 93.4990, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0642, loss: 1.3963 +2025-06-18 04:53:41,512 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 3 days, 4:32:38, time: 1.288, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2683, s0.acc: 92.1147, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2958, s1.loss_cls: 0.1219, s1.acc: 92.5760, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1402, s2.loss_cls: 0.0557, s2.acc: 92.9829, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0650, loss: 1.4395 +2025-06-18 04:54:35,665 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 3 days, 4:31:15, time: 1.084, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2641, s0.acc: 92.3899, s0.loss_bbox: 0.2575, s0.loss_mask: 0.3003, s1.loss_cls: 0.1175, s1.acc: 92.9371, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1418, s2.loss_cls: 0.0536, s2.acc: 93.3571, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0659, loss: 1.4367 +2025-06-18 04:55:29,252 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 3 days, 4:29:45, time: 1.072, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2619, s0.acc: 92.4456, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2940, s1.loss_cls: 0.1186, s1.acc: 92.9066, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1403, s2.loss_cls: 0.0546, s2.acc: 93.2985, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0656, loss: 1.4107 +2025-06-18 04:56:23,427 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 3 days, 4:28:22, time: 1.084, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2564, s0.acc: 92.5588, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2913, s1.loss_cls: 0.1159, s1.acc: 93.0736, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1394, s2.loss_cls: 0.0530, s2.acc: 93.5417, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0645, loss: 1.4025 +2025-06-18 04:57:16,978 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 3 days, 4:26:51, time: 1.071, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2536, s0.acc: 92.5217, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2957, s1.loss_cls: 0.1148, s1.acc: 93.1179, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1406, s2.loss_cls: 0.0528, s2.acc: 93.3813, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0661, loss: 1.4100 +2025-06-18 04:58:10,870 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 3 days, 4:25:25, time: 1.078, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2702, s0.acc: 92.3381, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2957, s1.loss_cls: 0.1221, s1.acc: 92.8569, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1398, s2.loss_cls: 0.0551, s2.acc: 93.3684, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0645, loss: 1.4383 +2025-06-18 04:59:21,838 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 3 days, 4:27:35, time: 1.419, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2648, s0.acc: 92.3616, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2952, s1.loss_cls: 0.1194, s1.acc: 92.7921, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1413, s2.loss_cls: 0.0545, s2.acc: 93.2343, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0659, loss: 1.4446 +2025-06-18 05:00:21,411 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 3 days, 4:27:20, time: 1.191, data_time: 0.041, memory: 21739, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2660, s0.acc: 92.3005, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2928, s1.loss_cls: 0.1194, s1.acc: 92.8087, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1387, s2.loss_cls: 0.0543, s2.acc: 93.2036, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0641, loss: 1.4424 +2025-06-18 05:01:15,376 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 3 days, 4:25:54, time: 1.079, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2522, s0.acc: 92.6394, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2960, s1.loss_cls: 0.1132, s1.acc: 93.1202, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1418, s2.loss_cls: 0.0514, s2.acc: 93.5029, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0654, loss: 1.4043 +2025-06-18 05:02:09,269 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 3 days, 4:24:28, time: 1.078, data_time: 0.039, memory: 21739, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2629, s0.acc: 92.5483, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2936, s1.loss_cls: 0.1198, s1.acc: 92.9491, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1410, s2.loss_cls: 0.0550, s2.acc: 93.3267, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0653, loss: 1.4141 +2025-06-18 05:03:03,637 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 3 days, 4:23:08, time: 1.087, data_time: 0.047, memory: 21739, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2636, s0.acc: 92.3662, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2921, s1.loss_cls: 0.1178, s1.acc: 92.8674, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1389, s2.loss_cls: 0.0542, s2.acc: 93.2418, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0640, loss: 1.4192 +2025-06-18 05:03:57,902 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 3 days, 4:21:46, time: 1.085, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2705, s0.acc: 92.2769, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2982, s1.loss_cls: 0.1207, s1.acc: 92.8697, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1419, s2.loss_cls: 0.0545, s2.acc: 93.3942, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0656, loss: 1.4530 +2025-06-18 05:04:58,843 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 3 days, 4:21:48, time: 1.219, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2575, s0.acc: 92.6179, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2972, s1.loss_cls: 0.1179, s1.acc: 93.0028, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1405, s2.loss_cls: 0.0535, s2.acc: 93.4010, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0651, loss: 1.4146 +2025-06-18 05:06:06,165 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 3 days, 4:23:09, time: 1.346, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2750, s0.acc: 92.2466, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2964, s1.loss_cls: 0.1246, s1.acc: 92.6735, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1411, s2.loss_cls: 0.0559, s2.acc: 93.2169, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0652, loss: 1.4503 +2025-06-18 05:07:03,609 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 3 days, 4:22:26, time: 1.149, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2786, s0.acc: 92.2498, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2955, s1.loss_cls: 0.1244, s1.acc: 92.7894, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1400, s2.loss_cls: 0.0553, s2.acc: 93.3397, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0648, loss: 1.4501 +2025-06-18 05:07:57,499 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 3 days, 4:21:00, time: 1.078, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2565, s0.acc: 92.5884, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2907, s1.loss_cls: 0.1171, s1.acc: 92.9734, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1400, s2.loss_cls: 0.0530, s2.acc: 93.5142, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0649, loss: 1.3997 +2025-06-18 05:08:51,772 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 3 days, 4:19:39, time: 1.085, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2593, s0.acc: 92.4937, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2948, s1.loss_cls: 0.1173, s1.acc: 92.9740, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1395, s2.loss_cls: 0.0526, s2.acc: 93.4792, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0641, loss: 1.4056 +2025-06-18 05:09:45,193 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 3 days, 4:18:07, time: 1.068, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2561, s0.acc: 92.6235, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2943, s1.loss_cls: 0.1171, s1.acc: 92.9538, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1406, s2.loss_cls: 0.0525, s2.acc: 93.4748, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0650, loss: 1.3964 +2025-06-18 05:10:39,696 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 3 days, 4:16:49, time: 1.091, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2716, s0.acc: 92.2256, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2959, s1.loss_cls: 0.1227, s1.acc: 92.7026, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1402, s2.loss_cls: 0.0556, s2.acc: 93.1961, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0646, loss: 1.4495 +2025-06-18 05:11:54,134 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 3 days, 4:19:34, time: 1.489, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2714, s0.acc: 92.1799, s0.loss_bbox: 0.2634, s0.loss_mask: 0.3007, s1.loss_cls: 0.1216, s1.acc: 92.7008, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1430, s2.loss_cls: 0.0552, s2.acc: 93.1798, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0663, loss: 1.4693 +2025-06-18 05:12:52,347 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 3 days, 4:19:00, time: 1.164, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2577, s0.acc: 92.5825, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2929, s1.loss_cls: 0.1166, s1.acc: 93.0147, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1394, s2.loss_cls: 0.0532, s2.acc: 93.3038, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0643, loss: 1.4161 +2025-06-18 05:13:45,951 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 3 days, 4:17:31, time: 1.072, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2542, s0.acc: 92.7222, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2922, s1.loss_cls: 0.1171, s1.acc: 93.0949, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1386, s2.loss_cls: 0.0532, s2.acc: 93.5891, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0646, loss: 1.3840 +2025-06-18 05:14:39,903 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 3 days, 4:16:05, time: 1.079, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2559, s0.acc: 92.7012, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2969, s1.loss_cls: 0.1155, s1.acc: 93.2018, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1409, s2.loss_cls: 0.0531, s2.acc: 93.5177, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0658, loss: 1.4023 +2025-06-18 05:15:34,655 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 3 days, 4:14:50, time: 1.095, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2559, s0.acc: 92.4749, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2927, s1.loss_cls: 0.1166, s1.acc: 92.9813, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1396, s2.loss_cls: 0.0531, s2.acc: 93.4089, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0649, loss: 1.4241 +2025-06-18 05:16:28,914 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 3 days, 4:13:29, time: 1.085, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2660, s0.acc: 92.3992, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2893, s1.loss_cls: 0.1209, s1.acc: 92.7602, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1395, s2.loss_cls: 0.0549, s2.acc: 93.1769, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0646, loss: 1.4268 +2025-06-18 05:17:23,443 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 3 days, 4:12:11, time: 1.091, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2755, s0.acc: 92.2947, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2921, s1.loss_cls: 0.1241, s1.acc: 92.7013, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1383, s2.loss_cls: 0.0554, s2.acc: 93.2163, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0632, loss: 1.4503 +2025-06-18 05:18:36,226 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 3 days, 4:14:32, time: 1.456, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2554, s0.acc: 92.6438, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2885, s1.loss_cls: 0.1173, s1.acc: 93.0302, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1384, s2.loss_cls: 0.0527, s2.acc: 93.5129, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0641, loss: 1.3978 +2025-06-18 05:19:33,324 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 3 days, 4:13:44, time: 1.142, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2688, s0.acc: 92.2805, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2949, s1.loss_cls: 0.1224, s1.acc: 92.7078, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1404, s2.loss_cls: 0.0561, s2.acc: 93.1061, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0646, loss: 1.4370 +2025-06-18 05:20:28,374 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 3 days, 4:12:32, time: 1.101, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2809, s0.acc: 91.8704, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2960, s1.loss_cls: 0.1269, s1.acc: 92.3841, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1431, s2.loss_cls: 0.0580, s2.acc: 92.8818, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0669, loss: 1.4971 +2025-06-18 05:21:23,259 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 3 days, 4:11:19, time: 1.098, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2652, s0.acc: 92.2246, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2900, s1.loss_cls: 0.1207, s1.acc: 92.7195, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1381, s2.loss_cls: 0.0550, s2.acc: 93.0899, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0638, loss: 1.4350 +2025-06-18 05:22:18,269 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 3 days, 4:10:06, time: 1.099, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2718, s0.acc: 92.1396, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2933, s1.loss_cls: 0.1236, s1.acc: 92.6217, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1413, s2.loss_cls: 0.0559, s2.acc: 93.1726, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0657, loss: 1.4644 +2025-06-18 05:23:12,763 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 3 days, 4:08:48, time: 1.091, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2556, s0.acc: 92.5171, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2859, s1.loss_cls: 0.1168, s1.acc: 92.9342, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1371, s2.loss_cls: 0.0542, s2.acc: 93.3038, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0638, loss: 1.3988 +2025-06-18 05:24:16,916 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 3 days, 4:09:24, time: 1.283, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2508, s0.acc: 92.7563, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2933, s1.loss_cls: 0.1146, s1.acc: 93.1002, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1386, s2.loss_cls: 0.0533, s2.acc: 93.4131, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0635, loss: 1.3864 +2025-06-18 05:25:22,667 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 3 days, 4:10:17, time: 1.314, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2630, s0.acc: 92.4529, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2959, s1.loss_cls: 0.1186, s1.acc: 93.0095, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1402, s2.loss_cls: 0.0539, s2.acc: 93.4410, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0649, loss: 1.4338 +2025-06-18 05:26:16,559 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 3 days, 4:08:52, time: 1.079, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2642, s0.acc: 92.2759, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2874, s1.loss_cls: 0.1191, s1.acc: 92.7860, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1360, s2.loss_cls: 0.0548, s2.acc: 93.2453, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0631, loss: 1.4212 +2025-06-18 05:27:10,446 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 3 days, 4:07:26, time: 1.077, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2569, s0.acc: 92.5471, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2921, s1.loss_cls: 0.1155, s1.acc: 93.0038, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1369, s2.loss_cls: 0.0532, s2.acc: 93.3581, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0631, loss: 1.4057 +2025-06-18 05:28:05,125 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 3 days, 4:06:10, time: 1.094, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2719, s0.acc: 92.1814, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2913, s1.loss_cls: 0.1229, s1.acc: 92.5855, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1377, s2.loss_cls: 0.0561, s2.acc: 92.9749, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0638, loss: 1.4466 +2025-06-18 05:29:00,088 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 3 days, 4:04:58, time: 1.099, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2737, s0.acc: 91.9573, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2963, s1.loss_cls: 0.1241, s1.acc: 92.4625, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1416, s2.loss_cls: 0.0566, s2.acc: 92.9794, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0659, loss: 1.4779 +2025-06-18 05:29:54,659 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 3 days, 4:03:40, time: 1.091, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2609, s0.acc: 92.2612, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2968, s1.loss_cls: 0.1202, s1.acc: 92.5839, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1423, s2.loss_cls: 0.0547, s2.acc: 93.0971, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0659, loss: 1.4469 +2025-06-18 05:31:06,510 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 3 days, 4:05:43, time: 1.438, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2600, s0.acc: 92.5396, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2911, s1.loss_cls: 0.1174, s1.acc: 92.9396, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1406, s2.loss_cls: 0.0536, s2.acc: 93.3793, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0656, loss: 1.4067 +2025-06-18 05:32:03,249 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 3 days, 4:04:51, time: 1.135, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2589, s0.acc: 92.5088, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2892, s1.loss_cls: 0.1172, s1.acc: 92.9709, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1390, s2.loss_cls: 0.0540, s2.acc: 93.2993, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0642, loss: 1.4177 +2025-06-18 05:32:57,330 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 3 days, 4:03:28, time: 1.082, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2673, s0.acc: 92.3347, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2899, s1.loss_cls: 0.1216, s1.acc: 92.7687, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1390, s2.loss_cls: 0.0551, s2.acc: 93.3592, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0638, loss: 1.4288 +2025-06-18 05:33:52,021 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 3 days, 4:02:12, time: 1.093, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2695, s0.acc: 92.1936, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2856, s1.loss_cls: 0.1254, s1.acc: 92.5424, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1361, s2.loss_cls: 0.0573, s2.acc: 92.9863, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0627, loss: 1.4236 +2025-06-18 05:34:46,245 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 3 days, 4:00:51, time: 1.085, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2628, s0.acc: 92.3994, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2908, s1.loss_cls: 0.1199, s1.acc: 92.8854, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1383, s2.loss_cls: 0.0552, s2.acc: 93.2412, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0643, loss: 1.4173 +2025-06-18 05:35:41,037 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 3 days, 3:59:36, time: 1.096, data_time: 0.025, memory: 21739, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2652, s0.acc: 92.4900, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2894, s1.loss_cls: 0.1208, s1.acc: 92.8790, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1379, s2.loss_cls: 0.0544, s2.acc: 93.4553, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0636, loss: 1.4154 +2025-06-18 05:36:40,993 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 3 days, 3:59:21, time: 1.199, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2558, s0.acc: 92.4224, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2917, s1.loss_cls: 0.1167, s1.acc: 92.8471, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1380, s2.loss_cls: 0.0532, s2.acc: 93.2295, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0634, loss: 1.4214 +2025-06-18 05:37:48,249 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 3 days, 4:00:28, time: 1.345, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2645, s0.acc: 92.2292, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2875, s1.loss_cls: 0.1199, s1.acc: 92.6614, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1384, s2.loss_cls: 0.0550, s2.acc: 93.0178, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0648, loss: 1.4376 +2025-06-18 05:38:45,793 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 3 days, 3:59:44, time: 1.151, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2642, s0.acc: 92.1489, s0.loss_bbox: 0.2657, s0.loss_mask: 0.2938, s1.loss_cls: 0.1197, s1.acc: 92.5947, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1397, s2.loss_cls: 0.0547, s2.acc: 93.1314, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0649, loss: 1.4446 +2025-06-18 05:39:40,199 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 3 days, 3:58:25, time: 1.088, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2794, s0.acc: 91.7456, s0.loss_bbox: 0.2707, s0.loss_mask: 0.2944, s1.loss_cls: 0.1278, s1.acc: 92.2476, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1412, s2.loss_cls: 0.0582, s2.acc: 92.6572, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0658, loss: 1.4902 +2025-06-18 05:40:33,946 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 3 days, 3:56:58, time: 1.075, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2546, s0.acc: 92.7656, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2861, s1.loss_cls: 0.1154, s1.acc: 93.1475, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1383, s2.loss_cls: 0.0530, s2.acc: 93.5414, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0645, loss: 1.3861 +2025-06-18 05:41:28,620 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 3 days, 3:55:42, time: 1.093, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2730, s0.acc: 92.1968, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2944, s1.loss_cls: 0.1234, s1.acc: 92.6597, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1400, s2.loss_cls: 0.0553, s2.acc: 93.2349, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0651, loss: 1.4488 +2025-06-18 05:42:22,787 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 3 days, 3:54:21, time: 1.084, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2630, s0.acc: 92.4856, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2940, s1.loss_cls: 0.1192, s1.acc: 92.9239, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1398, s2.loss_cls: 0.0539, s2.acc: 93.4258, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0652, loss: 1.4146 +2025-06-18 05:43:29,859 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 3 days, 3:55:24, time: 1.341, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2594, s0.acc: 92.4856, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2870, s1.loss_cls: 0.1180, s1.acc: 92.8746, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1366, s2.loss_cls: 0.0536, s2.acc: 93.3903, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0629, loss: 1.4133 +2025-06-18 05:44:29,843 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 3 days, 3:55:07, time: 1.200, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2662, s0.acc: 92.2520, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2891, s1.loss_cls: 0.1203, s1.acc: 92.7432, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1374, s2.loss_cls: 0.0546, s2.acc: 93.2315, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0638, loss: 1.4337 +2025-06-18 05:45:23,903 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 3 days, 3:53:45, time: 1.081, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2627, s0.acc: 92.2930, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2878, s1.loss_cls: 0.1211, s1.acc: 92.6348, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1369, s2.loss_cls: 0.0550, s2.acc: 93.1610, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0637, loss: 1.4259 +2025-06-18 05:46:18,446 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 3 days, 3:52:27, time: 1.091, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2535, s0.acc: 92.5710, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2888, s1.loss_cls: 0.1149, s1.acc: 92.9636, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1388, s2.loss_cls: 0.0525, s2.acc: 93.3673, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0643, loss: 1.4071 +2025-06-18 05:47:12,977 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 3 days, 3:51:10, time: 1.091, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2610, s0.acc: 92.4077, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2854, s1.loss_cls: 0.1174, s1.acc: 92.9159, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1374, s2.loss_cls: 0.0540, s2.acc: 93.3455, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0633, loss: 1.4163 +2025-06-18 05:48:06,807 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 3 days, 3:49:45, time: 1.076, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2592, s0.acc: 92.4412, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2889, s1.loss_cls: 0.1180, s1.acc: 92.8299, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1380, s2.loss_cls: 0.0541, s2.acc: 93.2199, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0642, loss: 1.4154 +2025-06-18 05:49:00,969 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 3 days, 3:48:23, time: 1.083, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2538, s0.acc: 92.5398, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2886, s1.loss_cls: 0.1169, s1.acc: 92.9192, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1378, s2.loss_cls: 0.0532, s2.acc: 93.3614, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0633, loss: 1.3969 +2025-06-18 05:49:54,122 - mmdet - INFO - Saving checkpoint at 3 epochs +2025-06-18 05:53:51,704 - mmdet - INFO - Evaluating bbox... +2025-06-18 05:54:31,149 - mmdet - INFO - Evaluating segm... +2025-06-18 05:55:14,273 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 05:55:14,273 - mmdet - INFO - Epoch(val) [3][7330] bbox_mAP: 0.3090, bbox_mAP_50: 0.4570, bbox_mAP_75: 0.3370, bbox_mAP_s: 0.1840, bbox_mAP_m: 0.3220, bbox_mAP_l: 0.4120, bbox_mAP_copypaste: 0.309 0.457 0.337 0.184 0.322 0.412, segm_mAP: 0.2720, segm_mAP_50: 0.4370, segm_mAP_75: 0.2890, segm_mAP_s: 0.1490, segm_mAP_m: 0.2870, segm_mAP_l: 0.3750, segm_mAP_copypaste: 0.272 0.437 0.289 0.149 0.287 0.375 +2025-06-18 05:57:29,837 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 3 days, 3:55:10, time: 2.711, data_time: 1.524, memory: 21739, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2640, s0.acc: 92.0918, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2901, s1.loss_cls: 0.1201, s1.acc: 92.4709, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1384, s2.loss_cls: 0.0549, s2.acc: 92.9438, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0642, loss: 1.4515 +2025-06-18 05:58:29,430 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 3 days, 3:54:47, time: 1.192, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2584, s0.acc: 92.3472, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2909, s1.loss_cls: 0.1169, s1.acc: 92.8316, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1398, s2.loss_cls: 0.0531, s2.acc: 93.2388, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0647, loss: 1.4269 +2025-06-18 05:59:28,260 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 3 days, 3:54:16, time: 1.176, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2570, s0.acc: 92.5117, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2862, s1.loss_cls: 0.1172, s1.acc: 93.0041, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1367, s2.loss_cls: 0.0535, s2.acc: 93.3676, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0633, loss: 1.3923 +2025-06-18 06:00:26,927 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 3 days, 3:53:43, time: 1.173, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2675, s0.acc: 92.1851, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2969, s1.loss_cls: 0.1206, s1.acc: 92.6841, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1412, s2.loss_cls: 0.0545, s2.acc: 93.2076, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0651, loss: 1.4509 +2025-06-18 06:01:33,890 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 3 days, 3:54:40, time: 1.340, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2508, s0.acc: 92.6587, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2816, s1.loss_cls: 0.1139, s1.acc: 93.0138, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1357, s2.loss_cls: 0.0516, s2.acc: 93.5271, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0625, loss: 1.3731 +2025-06-18 06:02:41,838 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 3 days, 3:55:47, time: 1.359, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2579, s0.acc: 92.5049, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2870, s1.loss_cls: 0.1153, s1.acc: 93.0587, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1367, s2.loss_cls: 0.0521, s2.acc: 93.5175, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0633, loss: 1.4054 +2025-06-18 06:03:38,430 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 3 days, 3:54:50, time: 1.132, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2503, s0.acc: 92.5688, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2838, s1.loss_cls: 0.1141, s1.acc: 92.9044, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1357, s2.loss_cls: 0.0524, s2.acc: 93.2674, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0628, loss: 1.3886 +2025-06-18 06:04:34,635 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 3 days, 3:53:50, time: 1.124, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2698, s0.acc: 92.1284, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2912, s1.loss_cls: 0.1222, s1.acc: 92.6377, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1397, s2.loss_cls: 0.0563, s2.acc: 93.0763, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0649, loss: 1.4487 +2025-06-18 06:05:30,929 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 3 days, 3:52:50, time: 1.126, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2601, s0.acc: 92.3086, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2935, s1.loss_cls: 0.1172, s1.acc: 92.7741, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1392, s2.loss_cls: 0.0537, s2.acc: 93.1826, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0648, loss: 1.4400 +2025-06-18 06:06:30,584 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 3 days, 3:52:27, time: 1.193, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2757, s0.acc: 92.0559, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2917, s1.loss_cls: 0.1250, s1.acc: 92.4646, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1389, s2.loss_cls: 0.0571, s2.acc: 93.0112, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0643, loss: 1.4556 +2025-06-18 06:07:26,155 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 3 days, 3:51:20, time: 1.111, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2571, s0.acc: 92.4670, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2970, s1.loss_cls: 0.1159, s1.acc: 92.8530, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1429, s2.loss_cls: 0.0536, s2.acc: 93.2421, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0667, loss: 1.4249 +2025-06-18 06:08:37,499 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 3 days, 3:53:01, time: 1.427, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2517, s0.acc: 92.6235, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2889, s1.loss_cls: 0.1137, s1.acc: 93.0637, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1383, s2.loss_cls: 0.0516, s2.acc: 93.4373, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0643, loss: 1.4000 +2025-06-18 06:09:37,178 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 3 days, 3:52:37, time: 1.194, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2492, s0.acc: 92.7197, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2768, s1.loss_cls: 0.1136, s1.acc: 93.1360, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1331, s2.loss_cls: 0.0521, s2.acc: 93.5194, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0614, loss: 1.3667 +2025-06-18 06:10:32,217 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 3 days, 3:51:23, time: 1.101, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2450, s0.acc: 92.6519, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2867, s1.loss_cls: 0.1105, s1.acc: 93.1189, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1364, s2.loss_cls: 0.0510, s2.acc: 93.4933, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0628, loss: 1.3789 +2025-06-18 06:11:27,003 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 3 days, 3:50:07, time: 1.096, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2526, s0.acc: 92.4390, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2791, s1.loss_cls: 0.1157, s1.acc: 92.8345, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1331, s2.loss_cls: 0.0527, s2.acc: 93.1599, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0618, loss: 1.3793 +2025-06-18 06:12:22,528 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 3 days, 3:48:59, time: 1.111, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2575, s0.acc: 92.4097, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2870, s1.loss_cls: 0.1165, s1.acc: 92.8779, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1372, s2.loss_cls: 0.0536, s2.acc: 93.2455, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0633, loss: 1.4081 +2025-06-18 06:13:20,976 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 3 days, 3:48:22, time: 1.169, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2555, s0.acc: 92.5850, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2829, s1.loss_cls: 0.1148, s1.acc: 93.0631, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1352, s2.loss_cls: 0.0533, s2.acc: 93.3409, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0625, loss: 1.3903 +2025-06-18 06:14:19,239 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 3 days, 3:47:43, time: 1.165, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2645, s0.acc: 92.3330, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2905, s1.loss_cls: 0.1185, s1.acc: 92.8480, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1380, s2.loss_cls: 0.0549, s2.acc: 93.1695, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0638, loss: 1.4289 +2025-06-18 06:15:26,254 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 3 days, 3:48:36, time: 1.340, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2541, s0.acc: 92.4417, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2920, s1.loss_cls: 0.1167, s1.acc: 92.8539, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1392, s2.loss_cls: 0.0536, s2.acc: 93.2295, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0648, loss: 1.3909 +2025-06-18 06:16:21,066 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 3 days, 3:47:20, time: 1.096, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2485, s0.acc: 92.6033, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2852, s1.loss_cls: 0.1136, s1.acc: 93.0039, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1380, s2.loss_cls: 0.0519, s2.acc: 93.4534, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0636, loss: 1.3924 +2025-06-18 06:17:16,655 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 3 days, 3:46:12, time: 1.112, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2524, s0.acc: 92.4241, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2815, s1.loss_cls: 0.1149, s1.acc: 92.8410, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1342, s2.loss_cls: 0.0522, s2.acc: 93.3028, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0619, loss: 1.3945 +2025-06-18 06:18:11,707 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 3 days, 3:44:59, time: 1.101, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2520, s0.acc: 92.6414, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2871, s1.loss_cls: 0.1133, s1.acc: 93.1356, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1377, s2.loss_cls: 0.0514, s2.acc: 93.6240, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0637, loss: 1.3980 +2025-06-18 06:19:06,641 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 3 days, 3:43:45, time: 1.099, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2727, s0.acc: 91.9790, s0.loss_bbox: 0.2688, s0.loss_mask: 0.2907, s1.loss_cls: 0.1238, s1.acc: 92.4066, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1383, s2.loss_cls: 0.0561, s2.acc: 92.8710, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0640, loss: 1.4573 +2025-06-18 06:20:04,632 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 3 days, 3:43:02, time: 1.160, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2571, s0.acc: 92.3555, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2859, s1.loss_cls: 0.1157, s1.acc: 92.7942, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1367, s2.loss_cls: 0.0530, s2.acc: 93.3283, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0629, loss: 1.4122 +2025-06-18 06:21:07,158 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 3 days, 3:43:07, time: 1.251, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2571, s0.acc: 92.4824, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2816, s1.loss_cls: 0.1148, s1.acc: 93.0471, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1352, s2.loss_cls: 0.0525, s2.acc: 93.4085, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0625, loss: 1.4051 +2025-06-18 06:22:11,550 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 3 days, 3:43:30, time: 1.287, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2588, s0.acc: 92.4785, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2892, s1.loss_cls: 0.1175, s1.acc: 92.9097, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1374, s2.loss_cls: 0.0536, s2.acc: 93.3044, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0639, loss: 1.4060 +2025-06-18 06:23:06,519 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 3 days, 3:42:16, time: 1.100, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2546, s0.acc: 92.6194, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2883, s1.loss_cls: 0.1152, s1.acc: 93.0218, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1382, s2.loss_cls: 0.0526, s2.acc: 93.3592, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0647, loss: 1.4142 +2025-06-18 06:24:00,786 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 3 days, 3:40:55, time: 1.085, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2600, s0.acc: 92.2581, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2851, s1.loss_cls: 0.1177, s1.acc: 92.6981, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1373, s2.loss_cls: 0.0540, s2.acc: 93.1368, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0638, loss: 1.4314 +2025-06-18 06:24:55,899 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 3 days, 3:39:43, time: 1.102, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2511, s0.acc: 92.4648, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2896, s1.loss_cls: 0.1141, s1.acc: 92.9626, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1390, s2.loss_cls: 0.0522, s2.acc: 93.4189, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0639, loss: 1.4103 +2025-06-18 06:25:53,056 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 3 days, 3:38:52, time: 1.143, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2610, s0.acc: 92.4082, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2854, s1.loss_cls: 0.1191, s1.acc: 92.8326, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1368, s2.loss_cls: 0.0544, s2.acc: 93.2558, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0632, loss: 1.4173 +2025-06-18 06:26:47,237 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 3 days, 3:37:30, time: 1.084, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2528, s0.acc: 92.7085, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2801, s1.loss_cls: 0.1143, s1.acc: 93.2165, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1358, s2.loss_cls: 0.0522, s2.acc: 93.6254, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0631, loss: 1.3683 +2025-06-18 06:27:58,745 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 3 days, 3:39:04, time: 1.430, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2572, s0.acc: 92.5049, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2805, s1.loss_cls: 0.1164, s1.acc: 93.0052, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1332, s2.loss_cls: 0.0528, s2.acc: 93.4733, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0613, loss: 1.3827 +2025-06-18 06:28:53,183 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 3 days, 3:37:45, time: 1.089, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2585, s0.acc: 92.4084, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2866, s1.loss_cls: 0.1183, s1.acc: 92.7679, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1376, s2.loss_cls: 0.0539, s2.acc: 93.1847, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0643, loss: 1.4073 +2025-06-18 06:29:48,498 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 3 days, 3:36:35, time: 1.106, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2685, s0.acc: 92.1543, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2921, s1.loss_cls: 0.1211, s1.acc: 92.6795, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1389, s2.loss_cls: 0.0553, s2.acc: 93.1110, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0647, loss: 1.4451 +2025-06-18 06:30:42,841 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 3 days, 3:35:15, time: 1.087, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2530, s0.acc: 92.5864, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2881, s1.loss_cls: 0.1149, s1.acc: 93.0215, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1386, s2.loss_cls: 0.0528, s2.acc: 93.3969, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0647, loss: 1.3940 +2025-06-18 06:31:37,372 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 3 days, 3:33:57, time: 1.091, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2451, s0.acc: 92.7263, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2799, s1.loss_cls: 0.1134, s1.acc: 93.0395, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1344, s2.loss_cls: 0.0523, s2.acc: 93.2930, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0622, loss: 1.3712 +2025-06-18 06:32:34,726 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 3 days, 3:33:07, time: 1.147, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2629, s0.acc: 92.2385, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2833, s1.loss_cls: 0.1181, s1.acc: 92.7753, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1355, s2.loss_cls: 0.0545, s2.acc: 93.1236, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0632, loss: 1.4202 +2025-06-18 06:33:35,247 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 3 days, 3:32:49, time: 1.210, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2644, s0.acc: 92.3354, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2854, s1.loss_cls: 0.1215, s1.acc: 92.7017, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1356, s2.loss_cls: 0.0557, s2.acc: 93.0532, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0628, loss: 1.4118 +2025-06-18 06:34:42,356 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 3 days, 3:33:37, time: 1.343, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2456, s0.acc: 92.8220, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2861, s1.loss_cls: 0.1110, s1.acc: 93.2855, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1379, s2.loss_cls: 0.0499, s2.acc: 93.7090, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0640, loss: 1.3719 +2025-06-18 06:35:36,659 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 3 days, 3:32:17, time: 1.086, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2478, s0.acc: 92.6775, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2904, s1.loss_cls: 0.1123, s1.acc: 93.0875, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1398, s2.loss_cls: 0.0506, s2.acc: 93.6280, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0648, loss: 1.3894 +2025-06-18 06:36:31,192 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 3 days, 3:30:58, time: 1.091, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2380, s0.acc: 92.9365, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2771, s1.loss_cls: 0.1081, s1.acc: 93.3658, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1327, s2.loss_cls: 0.0490, s2.acc: 93.8150, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0609, loss: 1.3387 +2025-06-18 06:37:25,018 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 3 days, 3:29:33, time: 1.076, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2467, s0.acc: 92.7361, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2790, s1.loss_cls: 0.1118, s1.acc: 93.2282, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1355, s2.loss_cls: 0.0514, s2.acc: 93.5857, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0630, loss: 1.3638 +2025-06-18 06:38:20,018 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 3 days, 3:28:20, time: 1.100, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2537, s0.acc: 92.4985, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2903, s1.loss_cls: 0.1152, s1.acc: 92.8896, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1376, s2.loss_cls: 0.0526, s2.acc: 93.3023, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0633, loss: 1.4101 +2025-06-18 06:39:17,164 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 3 days, 3:27:28, time: 1.143, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2560, s0.acc: 92.3164, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2842, s1.loss_cls: 0.1167, s1.acc: 92.7564, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1368, s2.loss_cls: 0.0534, s2.acc: 93.1645, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0641, loss: 1.4048 +2025-06-18 06:40:21,591 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 3 days, 3:27:48, time: 1.288, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2637, s0.acc: 92.3210, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2903, s1.loss_cls: 0.1198, s1.acc: 92.7177, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1394, s2.loss_cls: 0.0541, s2.acc: 93.2251, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0644, loss: 1.4328 +2025-06-18 06:41:24,854 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 3 days, 3:27:56, time: 1.265, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2580, s0.acc: 92.3916, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2897, s1.loss_cls: 0.1162, s1.acc: 92.9376, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1381, s2.loss_cls: 0.0533, s2.acc: 93.3415, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0637, loss: 1.4183 +2025-06-18 06:42:19,378 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 3 days, 3:26:38, time: 1.091, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2428, s0.acc: 92.8604, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2802, s1.loss_cls: 0.1117, s1.acc: 93.2322, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1340, s2.loss_cls: 0.0506, s2.acc: 93.6204, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0622, loss: 1.3574 +2025-06-18 06:43:13,592 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 3 days, 3:25:17, time: 1.084, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2576, s0.acc: 92.4399, s0.loss_bbox: 0.2615, s0.loss_mask: 0.2850, s1.loss_cls: 0.1172, s1.acc: 92.9094, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1358, s2.loss_cls: 0.0541, s2.acc: 93.2428, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0625, loss: 1.4133 +2025-06-18 06:44:07,729 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 3 days, 3:23:56, time: 1.083, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2432, s0.acc: 92.9258, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2812, s1.loss_cls: 0.1101, s1.acc: 93.3434, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1362, s2.loss_cls: 0.0507, s2.acc: 93.6161, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0634, loss: 1.3563 +2025-06-18 06:45:04,625 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 3 days, 3:23:01, time: 1.138, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2635, s0.acc: 92.3159, s0.loss_bbox: 0.2684, s0.loss_mask: 0.2955, s1.loss_cls: 0.1196, s1.acc: 92.7840, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1417, s2.loss_cls: 0.0546, s2.acc: 93.1973, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0657, loss: 1.4565 +2025-06-18 06:45:58,760 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 3 days, 3:21:39, time: 1.082, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2559, s0.acc: 92.4119, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2838, s1.loss_cls: 0.1160, s1.acc: 92.7981, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1355, s2.loss_cls: 0.0533, s2.acc: 93.3425, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0629, loss: 1.4006 +2025-06-18 06:47:11,255 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 3 days, 3:23:17, time: 1.451, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2451, s0.acc: 92.6807, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2785, s1.loss_cls: 0.1102, s1.acc: 93.1353, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1339, s2.loss_cls: 0.0502, s2.acc: 93.5184, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0620, loss: 1.3659 +2025-06-18 06:48:06,250 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 3 days, 3:22:04, time: 1.100, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2488, s0.acc: 92.5762, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2838, s1.loss_cls: 0.1124, s1.acc: 93.0589, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1365, s2.loss_cls: 0.0521, s2.acc: 93.3253, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0635, loss: 1.3929 +2025-06-18 06:49:01,196 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 3 days, 3:20:50, time: 1.099, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2607, s0.acc: 92.3640, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2891, s1.loss_cls: 0.1173, s1.acc: 92.9157, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1372, s2.loss_cls: 0.0534, s2.acc: 93.2862, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0635, loss: 1.4269 +2025-06-18 06:49:55,637 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 3 days, 3:19:31, time: 1.089, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2639, s0.acc: 92.2444, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2892, s1.loss_cls: 0.1194, s1.acc: 92.7404, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1382, s2.loss_cls: 0.0544, s2.acc: 93.1389, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0641, loss: 1.4367 +2025-06-18 06:50:50,604 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 3 days, 3:18:18, time: 1.099, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2523, s0.acc: 92.5652, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2820, s1.loss_cls: 0.1145, s1.acc: 93.0352, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1360, s2.loss_cls: 0.0527, s2.acc: 93.3543, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0633, loss: 1.3914 +2025-06-18 06:51:46,831 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 3 days, 3:17:17, time: 1.124, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2412, s0.acc: 92.8513, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2932, s1.loss_cls: 0.1101, s1.acc: 93.1883, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1421, s2.loss_cls: 0.0504, s2.acc: 93.4785, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0653, loss: 1.3882 +2025-06-18 06:52:46,174 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 3 days, 3:16:45, time: 1.187, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2522, s0.acc: 92.5747, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2818, s1.loss_cls: 0.1151, s1.acc: 92.9724, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1349, s2.loss_cls: 0.0531, s2.acc: 93.1495, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0627, loss: 1.3921 +2025-06-18 06:53:53,650 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 3 days, 3:17:32, time: 1.350, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2386, s0.acc: 92.9573, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2848, s1.loss_cls: 0.1071, s1.acc: 93.3723, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1344, s2.loss_cls: 0.0491, s2.acc: 93.7074, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0619, loss: 1.3494 +2025-06-18 06:54:47,907 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 3 days, 3:16:12, time: 1.085, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2484, s0.acc: 92.5767, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2862, s1.loss_cls: 0.1125, s1.acc: 93.0208, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1367, s2.loss_cls: 0.0515, s2.acc: 93.4869, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0636, loss: 1.3791 +2025-06-18 06:55:42,356 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 3 days, 3:14:53, time: 1.088, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2493, s0.acc: 92.5752, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2801, s1.loss_cls: 0.1142, s1.acc: 92.9840, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1344, s2.loss_cls: 0.0520, s2.acc: 93.4549, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0623, loss: 1.3807 +2025-06-18 06:56:36,305 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 3 days, 3:13:30, time: 1.080, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2581, s0.acc: 92.2561, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2796, s1.loss_cls: 0.1178, s1.acc: 92.7585, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1343, s2.loss_cls: 0.0537, s2.acc: 93.2030, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0622, loss: 1.4003 +2025-06-18 06:57:33,018 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 3 days, 3:12:33, time: 1.133, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2500, s0.acc: 92.7112, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2823, s1.loss_cls: 0.1124, s1.acc: 93.1756, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1337, s2.loss_cls: 0.0510, s2.acc: 93.6492, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0618, loss: 1.3687 +2025-06-18 06:58:27,158 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 3 days, 3:11:13, time: 1.084, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2434, s0.acc: 92.7312, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2785, s1.loss_cls: 0.1111, s1.acc: 93.1162, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1337, s2.loss_cls: 0.0515, s2.acc: 93.4786, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0621, loss: 1.3548 +2025-06-18 06:59:28,408 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 3 days, 3:10:59, time: 1.225, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2523, s0.acc: 92.5688, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2806, s1.loss_cls: 0.1137, s1.acc: 93.0527, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1332, s2.loss_cls: 0.0521, s2.acc: 93.4158, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0617, loss: 1.3874 +2025-06-18 07:00:30,524 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 3 days, 3:10:53, time: 1.242, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2611, s0.acc: 92.2358, s0.loss_bbox: 0.2657, s0.loss_mask: 0.2953, s1.loss_cls: 0.1187, s1.acc: 92.6195, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1399, s2.loss_cls: 0.0543, s2.acc: 93.0594, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0643, loss: 1.4378 +2025-06-18 07:01:24,254 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 3 days, 3:09:28, time: 1.075, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2489, s0.acc: 92.6162, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2927, s1.loss_cls: 0.1152, s1.acc: 93.0018, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1396, s2.loss_cls: 0.0516, s2.acc: 93.4020, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0645, loss: 1.3931 +2025-06-18 07:02:18,080 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 3 days, 3:08:05, time: 1.077, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2461, s0.acc: 92.5964, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2924, s1.loss_cls: 0.1138, s1.acc: 92.8404, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1412, s2.loss_cls: 0.0527, s2.acc: 93.1950, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0657, loss: 1.3939 +2025-06-18 07:03:12,079 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 3 days, 3:06:43, time: 1.080, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2444, s0.acc: 92.7646, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2824, s1.loss_cls: 0.1123, s1.acc: 93.1272, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1359, s2.loss_cls: 0.0514, s2.acc: 93.5874, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0627, loss: 1.3597 +2025-06-18 07:04:08,077 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 3 days, 3:05:39, time: 1.120, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2415, s0.acc: 92.8997, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2767, s1.loss_cls: 0.1098, s1.acc: 93.2666, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1329, s2.loss_cls: 0.0500, s2.acc: 93.6893, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0613, loss: 1.3376 +2025-06-18 07:05:02,971 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 3 days, 3:04:25, time: 1.098, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2457, s0.acc: 92.5486, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2825, s1.loss_cls: 0.1119, s1.acc: 92.9281, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1346, s2.loss_cls: 0.0515, s2.acc: 93.2720, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0620, loss: 1.3934 +2025-06-18 07:06:13,443 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 3 days, 3:05:37, time: 1.410, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2354, s0.acc: 92.8845, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2799, s1.loss_cls: 0.1076, s1.acc: 93.1944, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1344, s2.loss_cls: 0.0498, s2.acc: 93.5461, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0625, loss: 1.3331 +2025-06-18 07:07:07,218 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 3 days, 3:04:13, time: 1.075, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2489, s0.acc: 92.7427, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2832, s1.loss_cls: 0.1135, s1.acc: 93.0598, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1355, s2.loss_cls: 0.0515, s2.acc: 93.4417, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0629, loss: 1.3793 +2025-06-18 07:08:01,753 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 3 days, 3:02:56, time: 1.091, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2596, s0.acc: 92.2239, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2830, s1.loss_cls: 0.1176, s1.acc: 92.7366, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1351, s2.loss_cls: 0.0532, s2.acc: 93.1644, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0626, loss: 1.4129 +2025-06-18 07:08:55,674 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 3 days, 3:01:34, time: 1.078, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2320, s0.acc: 93.0754, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2764, s1.loss_cls: 0.1048, s1.acc: 93.5525, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1322, s2.loss_cls: 0.0486, s2.acc: 93.7602, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0616, loss: 1.3194 +2025-06-18 07:09:49,769 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 3 days, 3:00:13, time: 1.082, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2458, s0.acc: 92.6401, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2900, s1.loss_cls: 0.1116, s1.acc: 93.0707, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1388, s2.loss_cls: 0.0511, s2.acc: 93.4225, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0644, loss: 1.3935 +2025-06-18 07:10:46,544 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 3 days, 2:59:17, time: 1.135, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2388, s0.acc: 92.9209, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2876, s1.loss_cls: 0.1085, s1.acc: 93.3862, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1374, s2.loss_cls: 0.0497, s2.acc: 93.7706, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0636, loss: 1.3532 +2025-06-18 07:11:46,063 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 3 days, 2:58:46, time: 1.190, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2427, s0.acc: 92.7808, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2802, s1.loss_cls: 0.1099, s1.acc: 93.1730, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1362, s2.loss_cls: 0.0508, s2.acc: 93.5266, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0634, loss: 1.3804 +2025-06-18 07:12:55,004 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 3 days, 2:59:41, time: 1.379, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2479, s0.acc: 92.5107, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2752, s1.loss_cls: 0.1138, s1.acc: 92.9400, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1314, s2.loss_cls: 0.0521, s2.acc: 93.3665, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0615, loss: 1.3744 +2025-06-18 07:13:49,437 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 3 days, 2:58:23, time: 1.089, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2498, s0.acc: 92.5867, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2787, s1.loss_cls: 0.1133, s1.acc: 93.0349, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1347, s2.loss_cls: 0.0515, s2.acc: 93.4368, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0624, loss: 1.3763 +2025-06-18 07:14:43,346 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 3 days, 2:57:01, time: 1.078, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2567, s0.acc: 92.4895, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2816, s1.loss_cls: 0.1168, s1.acc: 92.9073, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1348, s2.loss_cls: 0.0536, s2.acc: 93.3213, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0625, loss: 1.3975 +2025-06-18 07:15:38,044 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 3 days, 2:55:46, time: 1.094, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2612, s0.acc: 92.2820, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2858, s1.loss_cls: 0.1188, s1.acc: 92.7353, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1350, s2.loss_cls: 0.0542, s2.acc: 93.1501, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0624, loss: 1.4133 +2025-06-18 07:16:32,555 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 3 days, 2:54:29, time: 1.090, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2499, s0.acc: 92.5969, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2758, s1.loss_cls: 0.1142, s1.acc: 92.9392, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1323, s2.loss_cls: 0.0528, s2.acc: 93.3870, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0614, loss: 1.3748 +2025-06-18 07:17:29,456 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 3 days, 2:53:34, time: 1.138, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2516, s0.acc: 92.6021, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2793, s1.loss_cls: 0.1145, s1.acc: 93.0339, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1344, s2.loss_cls: 0.0527, s2.acc: 93.3215, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0626, loss: 1.3886 +2025-06-18 07:18:28,643 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 3 days, 2:53:00, time: 1.184, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2483, s0.acc: 92.6328, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2848, s1.loss_cls: 0.1132, s1.acc: 92.9131, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1366, s2.loss_cls: 0.0521, s2.acc: 93.3303, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0641, loss: 1.3800 +2025-06-18 07:19:35,383 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 3 days, 2:53:33, time: 1.335, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2416, s0.acc: 92.8096, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2881, s1.loss_cls: 0.1097, s1.acc: 93.2377, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1385, s2.loss_cls: 0.0505, s2.acc: 93.5807, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0638, loss: 1.3646 +2025-06-18 07:20:29,601 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 3 days, 2:52:14, time: 1.084, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2429, s0.acc: 92.6516, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2866, s1.loss_cls: 0.1103, s1.acc: 93.0399, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1377, s2.loss_cls: 0.0508, s2.acc: 93.4394, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0634, loss: 1.3869 +2025-06-18 07:21:23,740 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 3 days, 2:50:54, time: 1.083, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2423, s0.acc: 92.8157, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2788, s1.loss_cls: 0.1104, s1.acc: 93.2180, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1341, s2.loss_cls: 0.0511, s2.acc: 93.5028, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0621, loss: 1.3661 +2025-06-18 07:22:18,390 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 3 days, 2:49:38, time: 1.093, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2499, s0.acc: 92.6111, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2822, s1.loss_cls: 0.1132, s1.acc: 93.0560, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1352, s2.loss_cls: 0.0517, s2.acc: 93.4768, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0631, loss: 1.3786 +2025-06-18 07:23:15,044 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 3 days, 2:48:41, time: 1.133, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2429, s0.acc: 92.7747, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2761, s1.loss_cls: 0.1088, s1.acc: 93.2530, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1337, s2.loss_cls: 0.0506, s2.acc: 93.6107, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0620, loss: 1.3576 +2025-06-18 07:24:09,320 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 3 days, 2:47:22, time: 1.085, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2399, s0.acc: 92.8218, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2769, s1.loss_cls: 0.1109, s1.acc: 93.1552, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1333, s2.loss_cls: 0.0507, s2.acc: 93.5248, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0614, loss: 1.3544 +2025-06-18 07:25:14,477 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 3 days, 2:47:41, time: 1.303, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2498, s0.acc: 92.6360, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2758, s1.loss_cls: 0.1123, s1.acc: 93.1079, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1324, s2.loss_cls: 0.0515, s2.acc: 93.4857, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0613, loss: 1.3768 +2025-06-18 07:26:13,772 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 3 days, 2:47:07, time: 1.185, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2517, s0.acc: 92.6873, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2844, s1.loss_cls: 0.1127, s1.acc: 93.1419, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1351, s2.loss_cls: 0.0516, s2.acc: 93.5337, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0627, loss: 1.3774 +2025-06-18 07:27:08,109 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 3 days, 2:45:49, time: 1.087, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2428, s0.acc: 92.6462, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2757, s1.loss_cls: 0.1108, s1.acc: 93.0418, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1320, s2.loss_cls: 0.0507, s2.acc: 93.4113, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0617, loss: 1.3557 +2025-06-18 07:28:02,198 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 3 days, 2:44:29, time: 1.082, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2407, s0.acc: 92.8044, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2856, s1.loss_cls: 0.1091, s1.acc: 93.1699, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1371, s2.loss_cls: 0.0503, s2.acc: 93.4741, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0635, loss: 1.3722 +2025-06-18 07:28:57,034 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 3 days, 2:43:15, time: 1.096, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2646, s0.acc: 92.0916, s0.loss_bbox: 0.2674, s0.loss_mask: 0.2780, s1.loss_cls: 0.1201, s1.acc: 92.6212, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1313, s2.loss_cls: 0.0549, s2.acc: 92.9703, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0611, loss: 1.4214 +2025-06-18 07:29:52,791 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 3 days, 2:42:10, time: 1.116, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2369, s0.acc: 93.0408, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2781, s1.loss_cls: 0.1081, s1.acc: 93.4270, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1322, s2.loss_cls: 0.0502, s2.acc: 93.7244, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0614, loss: 1.3265 +2025-06-18 07:30:47,330 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 3 days, 2:40:54, time: 1.091, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2567, s0.acc: 92.3193, s0.loss_bbox: 0.2647, s0.loss_mask: 0.2864, s1.loss_cls: 0.1173, s1.acc: 92.7700, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1389, s2.loss_cls: 0.0543, s2.acc: 93.1073, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0648, loss: 1.4287 +2025-06-18 07:31:58,691 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 3 days, 2:42:06, time: 1.427, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2496, s0.acc: 92.5183, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2817, s1.loss_cls: 0.1146, s1.acc: 92.8499, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1353, s2.loss_cls: 0.0531, s2.acc: 93.2124, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0630, loss: 1.3883 +2025-06-18 07:32:52,833 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 3 days, 2:40:46, time: 1.083, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2364, s0.acc: 92.9541, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2764, s1.loss_cls: 0.1080, s1.acc: 93.2449, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1317, s2.loss_cls: 0.0498, s2.acc: 93.6165, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0612, loss: 1.3411 +2025-06-18 07:33:47,847 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 3 days, 2:39:34, time: 1.100, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2530, s0.acc: 92.4336, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2867, s1.loss_cls: 0.1133, s1.acc: 92.9395, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1387, s2.loss_cls: 0.0524, s2.acc: 93.3397, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0650, loss: 1.4094 +2025-06-18 07:34:42,357 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 3 days, 2:38:18, time: 1.089, data_time: 0.039, memory: 21739, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2574, s0.acc: 92.3975, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2865, s1.loss_cls: 0.1181, s1.acc: 92.7370, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1380, s2.loss_cls: 0.0537, s2.acc: 93.2709, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0643, loss: 1.4068 +2025-06-18 07:35:36,453 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 3 days, 2:36:58, time: 1.083, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2540, s0.acc: 92.4768, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2754, s1.loss_cls: 0.1161, s1.acc: 92.9018, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1312, s2.loss_cls: 0.0531, s2.acc: 93.2679, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0606, loss: 1.3709 +2025-06-18 07:36:32,986 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 3 days, 2:36:00, time: 1.131, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2471, s0.acc: 92.6216, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2782, s1.loss_cls: 0.1123, s1.acc: 93.0399, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1347, s2.loss_cls: 0.0517, s2.acc: 93.3938, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0631, loss: 1.3733 +2025-06-18 07:37:32,474 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 3 days, 2:35:27, time: 1.190, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2600, s0.acc: 92.3401, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2816, s1.loss_cls: 0.1201, s1.acc: 92.6979, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1345, s2.loss_cls: 0.0550, s2.acc: 93.2044, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0624, loss: 1.4117 +2025-06-18 07:38:37,663 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 3 days, 2:35:43, time: 1.304, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2597, s0.acc: 92.3030, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2799, s1.loss_cls: 0.1183, s1.acc: 92.7154, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1349, s2.loss_cls: 0.0542, s2.acc: 93.1622, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0630, loss: 1.4179 +2025-06-18 07:39:32,488 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 3 days, 2:34:30, time: 1.096, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2550, s0.acc: 92.4312, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2830, s1.loss_cls: 0.1166, s1.acc: 92.8367, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1358, s2.loss_cls: 0.0535, s2.acc: 93.1929, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0630, loss: 1.4064 +2025-06-18 07:40:27,113 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 3 days, 2:33:15, time: 1.093, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2518, s0.acc: 92.5088, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2796, s1.loss_cls: 0.1128, s1.acc: 93.0530, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1341, s2.loss_cls: 0.0518, s2.acc: 93.5016, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0624, loss: 1.3897 +2025-06-18 07:41:21,183 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 3 days, 2:31:55, time: 1.081, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2391, s0.acc: 92.8569, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2781, s1.loss_cls: 0.1086, s1.acc: 93.3863, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1342, s2.loss_cls: 0.0504, s2.acc: 93.6927, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0624, loss: 1.3527 +2025-06-18 07:42:18,159 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 3 days, 2:31:00, time: 1.139, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2609, s0.acc: 92.2192, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2804, s1.loss_cls: 0.1198, s1.acc: 92.6639, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1348, s2.loss_cls: 0.0554, s2.acc: 93.0105, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0624, loss: 1.4194 +2025-06-18 07:43:12,535 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 3 days, 2:29:43, time: 1.088, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2513, s0.acc: 92.3955, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2794, s1.loss_cls: 0.1161, s1.acc: 92.7137, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1347, s2.loss_cls: 0.0527, s2.acc: 93.2533, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0631, loss: 1.3883 +2025-06-18 07:44:13,792 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 3 days, 2:29:25, time: 1.225, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2428, s0.acc: 92.8015, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2842, s1.loss_cls: 0.1108, s1.acc: 93.2603, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1357, s2.loss_cls: 0.0514, s2.acc: 93.5405, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0629, loss: 1.3666 +2025-06-18 07:45:17,979 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 3 days, 2:29:32, time: 1.284, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2433, s0.acc: 92.6882, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2782, s1.loss_cls: 0.1101, s1.acc: 93.1447, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1338, s2.loss_cls: 0.0509, s2.acc: 93.4510, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0621, loss: 1.3549 +2025-06-18 07:46:11,935 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 3 days, 2:28:12, time: 1.079, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2323, s0.acc: 92.9561, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2820, s1.loss_cls: 0.1061, s1.acc: 93.3142, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1351, s2.loss_cls: 0.0494, s2.acc: 93.6521, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0624, loss: 1.3421 +2025-06-18 07:47:06,782 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 3 days, 2:26:59, time: 1.097, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2579, s0.acc: 92.2986, s0.loss_bbox: 0.2694, s0.loss_mask: 0.2835, s1.loss_cls: 0.1171, s1.acc: 92.7080, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1357, s2.loss_cls: 0.0534, s2.acc: 93.1568, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0629, loss: 1.4246 +2025-06-18 07:48:00,960 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 3 days, 2:25:40, time: 1.084, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2396, s0.acc: 92.7104, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2773, s1.loss_cls: 0.1090, s1.acc: 93.1113, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1353, s2.loss_cls: 0.0510, s2.acc: 93.3479, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0630, loss: 1.3627 +2025-06-18 07:48:57,825 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 3 days, 2:24:44, time: 1.137, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2459, s0.acc: 92.6672, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2820, s1.loss_cls: 0.1127, s1.acc: 93.0763, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1346, s2.loss_cls: 0.0519, s2.acc: 93.4660, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0623, loss: 1.3702 +2025-06-18 07:49:51,734 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 3 days, 2:23:23, time: 1.078, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2483, s0.acc: 92.6450, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2828, s1.loss_cls: 0.1141, s1.acc: 93.0053, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1347, s2.loss_cls: 0.0521, s2.acc: 93.4232, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0626, loss: 1.3806 +2025-06-18 07:50:58,354 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 3 days, 2:23:50, time: 1.332, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2385, s0.acc: 92.8203, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2819, s1.loss_cls: 0.1076, s1.acc: 93.3374, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1346, s2.loss_cls: 0.0495, s2.acc: 93.7308, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0618, loss: 1.3510 +2025-06-18 07:51:58,026 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 3 days, 2:23:18, time: 1.193, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2419, s0.acc: 92.6143, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2752, s1.loss_cls: 0.1108, s1.acc: 93.0413, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1336, s2.loss_cls: 0.0513, s2.acc: 93.3842, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0620, loss: 1.3672 +2025-06-18 07:52:52,987 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 3 days, 2:22:06, time: 1.099, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2422, s0.acc: 92.6086, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2811, s1.loss_cls: 0.1098, s1.acc: 93.1581, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1358, s2.loss_cls: 0.0510, s2.acc: 93.4025, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0637, loss: 1.3840 +2025-06-18 07:53:47,274 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 3 days, 2:20:48, time: 1.086, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2496, s0.acc: 92.4189, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2836, s1.loss_cls: 0.1143, s1.acc: 92.8563, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1373, s2.loss_cls: 0.0531, s2.acc: 93.1542, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0637, loss: 1.3973 +2025-06-18 07:54:41,130 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 3 days, 2:19:27, time: 1.077, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2306, s0.acc: 93.0032, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2752, s1.loss_cls: 0.1053, s1.acc: 93.3721, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1323, s2.loss_cls: 0.0479, s2.acc: 93.8068, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0618, loss: 1.3152 +2025-06-18 07:55:37,550 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 3 days, 2:18:28, time: 1.128, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2446, s0.acc: 92.5930, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2780, s1.loss_cls: 0.1131, s1.acc: 92.9587, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1328, s2.loss_cls: 0.0521, s2.acc: 93.3423, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0613, loss: 1.3663 +2025-06-18 07:56:31,977 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 3 days, 2:17:12, time: 1.089, data_time: 0.041, memory: 21739, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2405, s0.acc: 92.8420, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2824, s1.loss_cls: 0.1090, s1.acc: 93.2933, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1363, s2.loss_cls: 0.0502, s2.acc: 93.6029, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0627, loss: 1.3635 +2025-06-18 07:57:43,467 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 3 days, 2:18:18, time: 1.430, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2392, s0.acc: 92.9009, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2695, s1.loss_cls: 0.1109, s1.acc: 93.1748, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1308, s2.loss_cls: 0.0514, s2.acc: 93.5030, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0603, loss: 1.3306 +2025-06-18 07:58:37,539 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 3 days, 2:16:59, time: 1.081, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2373, s0.acc: 92.9194, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2768, s1.loss_cls: 0.1073, s1.acc: 93.3551, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1325, s2.loss_cls: 0.0496, s2.acc: 93.6936, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0614, loss: 1.3371 +2025-06-18 07:59:32,503 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 3 days, 2:15:47, time: 1.099, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2561, s0.acc: 92.4436, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2777, s1.loss_cls: 0.1178, s1.acc: 92.8263, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1335, s2.loss_cls: 0.0538, s2.acc: 93.1663, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0619, loss: 1.3981 +2025-06-18 08:00:26,838 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 3 days, 2:14:30, time: 1.087, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2475, s0.acc: 92.5942, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2828, s1.loss_cls: 0.1126, s1.acc: 92.9513, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1363, s2.loss_cls: 0.0522, s2.acc: 93.3187, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0638, loss: 1.3824 +2025-06-18 08:01:21,028 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 3 days, 2:13:12, time: 1.084, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2466, s0.acc: 92.6382, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2840, s1.loss_cls: 0.1125, s1.acc: 93.1330, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1357, s2.loss_cls: 0.0519, s2.acc: 93.3900, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0629, loss: 1.3876 +2025-06-18 08:02:17,551 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 3 days, 2:12:13, time: 1.130, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2415, s0.acc: 92.7881, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2801, s1.loss_cls: 0.1102, s1.acc: 93.1380, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1340, s2.loss_cls: 0.0510, s2.acc: 93.4385, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0624, loss: 1.3582 +2025-06-18 08:03:14,055 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 3 days, 2:11:14, time: 1.130, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2428, s0.acc: 92.7981, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2881, s1.loss_cls: 0.1109, s1.acc: 93.1950, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1384, s2.loss_cls: 0.0500, s2.acc: 93.6332, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0638, loss: 1.3692 +2025-06-18 08:04:24,205 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 3 days, 2:12:08, time: 1.403, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2543, s0.acc: 92.3633, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2810, s1.loss_cls: 0.1158, s1.acc: 92.8615, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1351, s2.loss_cls: 0.0535, s2.acc: 93.0608, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0623, loss: 1.4089 +2025-06-18 08:05:18,565 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 3 days, 2:10:51, time: 1.087, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2437, s0.acc: 92.5959, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2877, s1.loss_cls: 0.1114, s1.acc: 93.0999, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1382, s2.loss_cls: 0.0513, s2.acc: 93.3459, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0642, loss: 1.3827 +2025-06-18 08:06:13,018 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 3 days, 2:09:35, time: 1.089, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2416, s0.acc: 92.7080, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2767, s1.loss_cls: 0.1092, s1.acc: 93.2249, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1325, s2.loss_cls: 0.0511, s2.acc: 93.4396, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0619, loss: 1.3678 +2025-06-18 08:07:07,590 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 3 days, 2:08:21, time: 1.091, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2528, s0.acc: 92.4260, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2792, s1.loss_cls: 0.1139, s1.acc: 92.9425, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1331, s2.loss_cls: 0.0519, s2.acc: 93.4339, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0617, loss: 1.3860 +2025-06-18 08:08:04,815 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 3 days, 2:07:28, time: 1.145, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2498, s0.acc: 92.6494, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2788, s1.loss_cls: 0.1145, s1.acc: 93.0637, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1331, s2.loss_cls: 0.0526, s2.acc: 93.4128, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0618, loss: 1.3677 +2025-06-18 08:08:59,385 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 3 days, 2:06:13, time: 1.091, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2370, s0.acc: 92.7935, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2800, s1.loss_cls: 0.1097, s1.acc: 93.1278, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1344, s2.loss_cls: 0.0505, s2.acc: 93.5087, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0624, loss: 1.3563 +2025-06-18 08:09:58,970 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 3 days, 2:05:39, time: 1.191, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2366, s0.acc: 92.8020, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2786, s1.loss_cls: 0.1091, s1.acc: 93.1530, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1324, s2.loss_cls: 0.0501, s2.acc: 93.5806, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0614, loss: 1.3502 +2025-06-18 08:11:03,102 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 3 days, 2:05:42, time: 1.282, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2471, s0.acc: 92.6624, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2744, s1.loss_cls: 0.1138, s1.acc: 93.0707, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1324, s2.loss_cls: 0.0527, s2.acc: 93.4830, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0620, loss: 1.3571 +2025-06-18 08:11:57,375 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 3 days, 2:04:25, time: 1.086, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2385, s0.acc: 92.9468, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2720, s1.loss_cls: 0.1084, s1.acc: 93.3286, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1299, s2.loss_cls: 0.0496, s2.acc: 93.6731, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0602, loss: 1.3322 +2025-06-18 08:12:51,959 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 3 days, 2:03:11, time: 1.092, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2379, s0.acc: 92.8516, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2765, s1.loss_cls: 0.1093, s1.acc: 93.2018, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1329, s2.loss_cls: 0.0506, s2.acc: 93.5600, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0621, loss: 1.3523 +2025-06-18 08:13:46,090 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 3 days, 2:01:52, time: 1.082, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2434, s0.acc: 92.7656, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2771, s1.loss_cls: 0.1109, s1.acc: 93.1259, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1341, s2.loss_cls: 0.0514, s2.acc: 93.4766, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0625, loss: 1.3668 +2025-06-18 08:14:43,179 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 3 days, 2:00:58, time: 1.143, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2477, s0.acc: 92.5173, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2821, s1.loss_cls: 0.1124, s1.acc: 92.9172, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1363, s2.loss_cls: 0.0519, s2.acc: 93.1999, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0632, loss: 1.3932 +2025-06-18 08:15:37,233 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 3 days, 1:59:39, time: 1.080, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2438, s0.acc: 92.7778, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2786, s1.loss_cls: 0.1115, s1.acc: 93.1028, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1334, s2.loss_cls: 0.0507, s2.acc: 93.6072, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0617, loss: 1.3527 +2025-06-18 08:16:42,344 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 3 days, 1:59:50, time: 1.303, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2523, s0.acc: 92.5630, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2798, s1.loss_cls: 0.1161, s1.acc: 92.8571, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1341, s2.loss_cls: 0.0537, s2.acc: 93.1250, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0622, loss: 1.3846 +2025-06-18 08:17:31,067 - mmdet - INFO - Saving checkpoint at 4 epochs +2025-06-18 08:21:24,739 - mmdet - INFO - Evaluating bbox... +2025-06-18 08:22:03,979 - mmdet - INFO - Evaluating segm... +2025-06-18 08:22:42,095 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 08:22:42,095 - mmdet - INFO - Epoch(val) [4][7330] bbox_mAP: 0.3370, bbox_mAP_50: 0.4980, bbox_mAP_75: 0.3600, bbox_mAP_s: 0.2050, bbox_mAP_m: 0.3520, bbox_mAP_l: 0.4560, bbox_mAP_copypaste: 0.337 0.498 0.360 0.205 0.352 0.456, segm_mAP: 0.2960, segm_mAP_50: 0.4750, segm_mAP_75: 0.3150, segm_mAP_s: 0.1650, segm_mAP_m: 0.3150, segm_mAP_l: 0.4130, segm_mAP_copypaste: 0.296 0.475 0.315 0.165 0.315 0.413 +2025-06-18 08:24:55,751 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 3 days, 2:04:01, time: 2.672, data_time: 1.502, memory: 21739, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2465, s0.acc: 92.4810, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2848, s1.loss_cls: 0.1123, s1.acc: 92.9215, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1363, s2.loss_cls: 0.0518, s2.acc: 93.1808, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0632, loss: 1.3940 +2025-06-18 08:25:56,330 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 3 days, 2:03:33, time: 1.211, data_time: 0.039, memory: 21739, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2484, s0.acc: 92.3496, s0.loss_bbox: 0.2687, s0.loss_mask: 0.2789, s1.loss_cls: 0.1108, s1.acc: 92.9018, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1329, s2.loss_cls: 0.0511, s2.acc: 93.2526, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0617, loss: 1.3943 +2025-06-18 08:26:54,819 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 3 days, 2:02:50, time: 1.170, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2397, s0.acc: 92.7646, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2774, s1.loss_cls: 0.1076, s1.acc: 93.2309, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1329, s2.loss_cls: 0.0495, s2.acc: 93.5353, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0619, loss: 1.3543 +2025-06-18 08:27:52,162 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 3 days, 2:01:56, time: 1.147, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2291, s0.acc: 92.9512, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2746, s1.loss_cls: 0.1033, s1.acc: 93.3828, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1315, s2.loss_cls: 0.0477, s2.acc: 93.6985, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0611, loss: 1.3208 +2025-06-18 08:28:59,530 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 3 days, 2:02:23, time: 1.347, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2373, s0.acc: 92.8613, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2746, s1.loss_cls: 0.1073, s1.acc: 93.3229, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1328, s2.loss_cls: 0.0498, s2.acc: 93.5422, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0613, loss: 1.3439 +2025-06-18 08:30:04,038 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 3 days, 2:02:26, time: 1.290, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2370, s0.acc: 92.8562, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2777, s1.loss_cls: 0.1084, s1.acc: 93.1740, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1325, s2.loss_cls: 0.0497, s2.acc: 93.5857, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0618, loss: 1.3411 +2025-06-18 08:31:00,779 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 3 days, 2:01:28, time: 1.135, data_time: 0.038, memory: 21739, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2370, s0.acc: 92.7202, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2804, s1.loss_cls: 0.1065, s1.acc: 93.2313, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1346, s2.loss_cls: 0.0492, s2.acc: 93.5628, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0625, loss: 1.3576 +2025-06-18 08:31:57,608 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 3 days, 2:00:31, time: 1.137, data_time: 0.027, memory: 21739, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2411, s0.acc: 92.6204, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2738, s1.loss_cls: 0.1101, s1.acc: 93.0423, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1321, s2.loss_cls: 0.0509, s2.acc: 93.4152, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0616, loss: 1.3599 +2025-06-18 08:32:53,911 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 3 days, 1:59:29, time: 1.126, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2406, s0.acc: 92.6646, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2755, s1.loss_cls: 0.1090, s1.acc: 93.1159, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1320, s2.loss_cls: 0.0506, s2.acc: 93.4859, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0615, loss: 1.3633 +2025-06-18 08:33:50,032 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 3 days, 1:58:26, time: 1.122, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2390, s0.acc: 92.7783, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2724, s1.loss_cls: 0.1090, s1.acc: 93.1832, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1315, s2.loss_cls: 0.0498, s2.acc: 93.5669, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0615, loss: 1.3461 +2025-06-18 08:34:45,597 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 3 days, 1:57:19, time: 1.111, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2439, s0.acc: 92.7559, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2723, s1.loss_cls: 0.1117, s1.acc: 93.0314, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1313, s2.loss_cls: 0.0512, s2.acc: 93.4016, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0604, loss: 1.3472 +2025-06-18 08:35:58,838 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 3 days, 1:58:30, time: 1.465, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2487, s0.acc: 92.3535, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2694, s1.loss_cls: 0.1124, s1.acc: 92.7955, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1306, s2.loss_cls: 0.0521, s2.acc: 93.1400, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0610, loss: 1.3734 +2025-06-18 08:36:56,676 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 3 days, 1:57:40, time: 1.157, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2454, s0.acc: 92.4937, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2774, s1.loss_cls: 0.1108, s1.acc: 93.0071, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1334, s2.loss_cls: 0.0505, s2.acc: 93.4088, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0616, loss: 1.3725 +2025-06-18 08:37:52,212 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 3 days, 1:56:33, time: 1.111, data_time: 0.033, memory: 21739, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2414, s0.acc: 92.6467, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2823, s1.loss_cls: 0.1091, s1.acc: 93.1544, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1356, s2.loss_cls: 0.0506, s2.acc: 93.4408, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0627, loss: 1.3714 +2025-06-18 08:38:46,681 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 3 days, 1:55:17, time: 1.089, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2337, s0.acc: 93.0312, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2700, s1.loss_cls: 0.1056, s1.acc: 93.3959, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1291, s2.loss_cls: 0.0488, s2.acc: 93.6979, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0601, loss: 1.3088 +2025-06-18 08:39:41,496 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 3 days, 1:54:04, time: 1.097, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2361, s0.acc: 92.7842, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2836, s1.loss_cls: 0.1079, s1.acc: 93.1220, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1364, s2.loss_cls: 0.0505, s2.acc: 93.4364, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0631, loss: 1.3696 +2025-06-18 08:40:37,149 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 3 days, 1:52:57, time: 1.113, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2366, s0.acc: 92.7429, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2811, s1.loss_cls: 0.1069, s1.acc: 93.1390, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1351, s2.loss_cls: 0.0497, s2.acc: 93.5839, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0636, loss: 1.3635 +2025-06-18 08:41:32,036 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 3 days, 1:51:44, time: 1.098, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2488, s0.acc: 92.4824, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2805, s1.loss_cls: 0.1135, s1.acc: 92.8615, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1347, s2.loss_cls: 0.0518, s2.acc: 93.2949, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0628, loss: 1.3876 +2025-06-18 08:42:45,978 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 3 days, 1:52:59, time: 1.479, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2351, s0.acc: 92.8884, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2773, s1.loss_cls: 0.1059, s1.acc: 93.4730, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1322, s2.loss_cls: 0.0492, s2.acc: 93.7257, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0615, loss: 1.3347 +2025-06-18 08:43:40,207 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 3 days, 1:51:41, time: 1.085, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2459, s0.acc: 92.7068, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2838, s1.loss_cls: 0.1133, s1.acc: 93.0594, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1365, s2.loss_cls: 0.0522, s2.acc: 93.3024, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0635, loss: 1.3896 +2025-06-18 08:44:35,341 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 3 days, 1:50:31, time: 1.103, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2526, s0.acc: 92.4070, s0.loss_bbox: 0.2695, s0.loss_mask: 0.2810, s1.loss_cls: 0.1136, s1.acc: 92.8857, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1362, s2.loss_cls: 0.0524, s2.acc: 93.1911, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0632, loss: 1.4131 +2025-06-18 08:45:29,499 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 3 days, 1:49:13, time: 1.083, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2327, s0.acc: 92.9165, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2757, s1.loss_cls: 0.1068, s1.acc: 93.2371, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1326, s2.loss_cls: 0.0497, s2.acc: 93.5159, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0613, loss: 1.3251 +2025-06-18 08:46:24,586 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 3 days, 1:48:02, time: 1.102, data_time: 0.032, memory: 21739, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2494, s0.acc: 92.4043, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2748, s1.loss_cls: 0.1149, s1.acc: 92.8204, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1325, s2.loss_cls: 0.0528, s2.acc: 93.1953, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0615, loss: 1.3842 +2025-06-18 08:47:19,598 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 3 days, 1:46:50, time: 1.100, data_time: 0.040, memory: 21739, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2408, s0.acc: 92.8452, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2743, s1.loss_cls: 0.1097, s1.acc: 93.2783, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1321, s2.loss_cls: 0.0505, s2.acc: 93.5377, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0614, loss: 1.3423 +2025-06-18 08:48:16,057 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 3 days, 1:45:50, time: 1.129, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2510, s0.acc: 92.4270, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2687, s1.loss_cls: 0.1134, s1.acc: 92.8750, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1281, s2.loss_cls: 0.0527, s2.acc: 93.1597, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0594, loss: 1.3613 +2025-06-18 08:49:27,372 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 3 days, 1:46:43, time: 1.427, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2262, s0.acc: 93.3101, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2734, s1.loss_cls: 0.1035, s1.acc: 93.6158, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1313, s2.loss_cls: 0.0478, s2.acc: 93.9327, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0609, loss: 1.2928 +2025-06-18 08:50:22,237 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 3 days, 1:45:30, time: 1.097, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2362, s0.acc: 92.8008, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2758, s1.loss_cls: 0.1076, s1.acc: 93.2365, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1322, s2.loss_cls: 0.0501, s2.acc: 93.4876, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0610, loss: 1.3609 +2025-06-18 08:51:17,054 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 3 days, 1:44:17, time: 1.096, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2447, s0.acc: 92.5769, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2830, s1.loss_cls: 0.1119, s1.acc: 92.9294, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1361, s2.loss_cls: 0.0518, s2.acc: 93.3073, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0621, loss: 1.3925 +2025-06-18 08:52:11,389 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 3 days, 1:43:00, time: 1.087, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2452, s0.acc: 92.6365, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2829, s1.loss_cls: 0.1127, s1.acc: 92.9773, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1375, s2.loss_cls: 0.0515, s2.acc: 93.3948, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0638, loss: 1.3842 +2025-06-18 08:53:05,353 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 3 days, 1:41:41, time: 1.079, data_time: 0.026, memory: 21739, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2405, s0.acc: 92.7681, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2753, s1.loss_cls: 0.1086, s1.acc: 93.2005, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1318, s2.loss_cls: 0.0498, s2.acc: 93.6721, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0613, loss: 1.3397 +2025-06-18 08:53:59,919 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 3 days, 1:40:26, time: 1.091, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2354, s0.acc: 92.8113, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2745, s1.loss_cls: 0.1072, s1.acc: 93.2774, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1310, s2.loss_cls: 0.0492, s2.acc: 93.6625, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0602, loss: 1.3428 +2025-06-18 08:55:04,369 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 3 days, 1:40:26, time: 1.289, data_time: 0.030, memory: 21739, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2448, s0.acc: 92.5991, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2817, s1.loss_cls: 0.1112, s1.acc: 93.0104, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1344, s2.loss_cls: 0.0516, s2.acc: 93.3637, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0624, loss: 1.3812 +2025-06-18 08:56:10,927 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 3 days, 1:40:42, time: 1.331, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2330, s0.acc: 92.8979, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2709, s1.loss_cls: 0.1056, s1.acc: 93.3300, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1306, s2.loss_cls: 0.0496, s2.acc: 93.5642, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0602, loss: 1.3178 +2025-06-18 08:57:05,135 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 3 days, 1:39:24, time: 1.084, data_time: 0.031, memory: 21739, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2357, s0.acc: 92.8992, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2724, s1.loss_cls: 0.1077, s1.acc: 93.3039, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1322, s2.loss_cls: 0.0493, s2.acc: 93.6574, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0614, loss: 1.3390 +2025-06-18 08:57:59,975 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 3 days, 1:38:12, time: 1.097, data_time: 0.035, memory: 21739, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2396, s0.acc: 92.6992, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2788, s1.loss_cls: 0.1108, s1.acc: 92.9933, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1334, s2.loss_cls: 0.0505, s2.acc: 93.5225, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0620, loss: 1.3642 +2025-06-18 08:58:54,263 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 3 days, 1:36:55, time: 1.086, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2499, s0.acc: 92.4900, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2770, s1.loss_cls: 0.1124, s1.acc: 92.9408, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1328, s2.loss_cls: 0.0521, s2.acc: 93.2696, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0617, loss: 1.3795 +2025-06-18 08:59:48,724 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 3 days, 1:35:40, time: 1.089, data_time: 0.036, memory: 21739, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2359, s0.acc: 92.8838, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2735, s1.loss_cls: 0.1070, s1.acc: 93.3224, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1318, s2.loss_cls: 0.0497, s2.acc: 93.5377, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0615, loss: 1.3408 +2025-06-18 09:00:43,291 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 3 days, 1:34:25, time: 1.091, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2426, s0.acc: 92.7407, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2747, s1.loss_cls: 0.1095, s1.acc: 93.2055, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1324, s2.loss_cls: 0.0504, s2.acc: 93.4966, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0609, loss: 1.3468 +2025-06-18 09:01:50,383 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 3 days, 1:34:44, time: 1.342, data_time: 0.029, memory: 21739, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2452, s0.acc: 92.5488, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2814, s1.loss_cls: 0.1111, s1.acc: 92.9493, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1351, s2.loss_cls: 0.0518, s2.acc: 93.2990, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0621, loss: 1.3744 +2025-06-18 09:02:53,542 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 3 days, 1:34:33, time: 1.263, data_time: 0.037, memory: 21739, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2302, s0.acc: 93.0818, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2723, s1.loss_cls: 0.1037, s1.acc: 93.6013, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1304, s2.loss_cls: 0.0478, s2.acc: 93.9100, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0608, loss: 1.3173 +2025-06-18 09:03:47,832 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 3 days, 1:33:16, time: 1.086, data_time: 0.034, memory: 21739, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2488, s0.acc: 92.5320, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2801, s1.loss_cls: 0.1139, s1.acc: 92.9550, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1335, s2.loss_cls: 0.0519, s2.acc: 93.3820, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0621, loss: 1.3846 +2025-06-18 09:04:42,401 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 3 days, 1:32:02, time: 1.091, data_time: 0.028, memory: 21739, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2488, s0.acc: 92.5066, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2812, s1.loss_cls: 0.1130, s1.acc: 92.9216, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1340, s2.loss_cls: 0.0517, s2.acc: 93.2162, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0621, loss: 1.3882 +2025-06-18 09:05:36,395 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 3 days, 1:30:43, time: 1.079, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2423, s0.acc: 92.6589, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2768, s1.loss_cls: 0.1106, s1.acc: 93.0702, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1339, s2.loss_cls: 0.0511, s2.acc: 93.3066, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0625, loss: 1.3623 +2025-06-18 09:06:30,678 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 3 days, 1:29:27, time: 1.087, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2351, s0.acc: 92.7424, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2740, s1.loss_cls: 0.1076, s1.acc: 93.2624, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1326, s2.loss_cls: 0.0497, s2.acc: 93.5748, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0614, loss: 1.3463 +2025-06-18 09:07:25,203 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 3 days, 1:28:12, time: 1.090, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2354, s0.acc: 92.9551, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2672, s1.loss_cls: 0.1083, s1.acc: 93.3028, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1291, s2.loss_cls: 0.0492, s2.acc: 93.6463, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0602, loss: 1.3172 +2025-06-18 09:08:34,469 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 3 days, 1:28:46, time: 1.385, data_time: 0.024, memory: 22005, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2384, s0.acc: 92.8047, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2816, s1.loss_cls: 0.1078, s1.acc: 93.3441, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1357, s2.loss_cls: 0.0495, s2.acc: 93.7380, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0629, loss: 1.3598 +2025-06-18 09:09:34,754 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 3 days, 1:28:13, time: 1.205, data_time: 0.032, memory: 22005, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2355, s0.acc: 92.8357, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2693, s1.loss_cls: 0.1072, s1.acc: 93.2408, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1299, s2.loss_cls: 0.0496, s2.acc: 93.5249, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0603, loss: 1.3273 +2025-06-18 09:10:29,093 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 3 days, 1:26:57, time: 1.088, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2311, s0.acc: 92.9634, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2725, s1.loss_cls: 0.1071, s1.acc: 93.2517, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1315, s2.loss_cls: 0.0498, s2.acc: 93.5311, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0610, loss: 1.3186 +2025-06-18 09:11:23,644 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 3 days, 1:25:43, time: 1.091, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2459, s0.acc: 92.6411, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2785, s1.loss_cls: 0.1125, s1.acc: 92.9606, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1339, s2.loss_cls: 0.0516, s2.acc: 93.3861, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0617, loss: 1.3730 +2025-06-18 09:12:18,128 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 3 days, 1:24:28, time: 1.090, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2439, s0.acc: 92.5591, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2820, s1.loss_cls: 0.1104, s1.acc: 92.9594, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1343, s2.loss_cls: 0.0514, s2.acc: 93.2960, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0624, loss: 1.3773 +2025-06-18 09:13:12,722 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 3 days, 1:23:14, time: 1.092, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2283, s0.acc: 93.0200, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2693, s1.loss_cls: 0.1038, s1.acc: 93.4154, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1303, s2.loss_cls: 0.0483, s2.acc: 93.6172, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0610, loss: 1.3171 +2025-06-18 09:14:06,948 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 3 days, 1:21:57, time: 1.085, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2176, s0.acc: 93.4219, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2681, s1.loss_cls: 0.0990, s1.acc: 93.8002, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1300, s2.loss_cls: 0.0457, s2.acc: 94.0387, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0602, loss: 1.2734 +2025-06-18 09:15:16,694 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 3 days, 1:22:33, time: 1.395, data_time: 0.041, memory: 22005, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2486, s0.acc: 92.5454, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2850, s1.loss_cls: 0.1124, s1.acc: 92.9634, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1368, s2.loss_cls: 0.0516, s2.acc: 93.3334, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0631, loss: 1.3877 +2025-06-18 09:16:15,989 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 3 days, 1:21:53, time: 1.186, data_time: 0.036, memory: 22005, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2406, s0.acc: 92.7080, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2763, s1.loss_cls: 0.1107, s1.acc: 93.0856, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1324, s2.loss_cls: 0.0510, s2.acc: 93.4910, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0612, loss: 1.3600 +2025-06-18 09:17:10,590 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 3 days, 1:20:39, time: 1.092, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2349, s0.acc: 92.8879, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2741, s1.loss_cls: 0.1080, s1.acc: 93.2430, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1326, s2.loss_cls: 0.0494, s2.acc: 93.5280, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0614, loss: 1.3427 +2025-06-18 09:18:04,583 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 3 days, 1:19:21, time: 1.080, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2324, s0.acc: 92.9436, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2746, s1.loss_cls: 0.1065, s1.acc: 93.2898, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1328, s2.loss_cls: 0.0490, s2.acc: 93.5761, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0620, loss: 1.3231 +2025-06-18 09:18:59,255 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 3 days, 1:18:08, time: 1.093, data_time: 0.032, memory: 22005, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2391, s0.acc: 92.6785, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2722, s1.loss_cls: 0.1084, s1.acc: 93.1678, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1309, s2.loss_cls: 0.0501, s2.acc: 93.6338, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0608, loss: 1.3524 +2025-06-18 09:19:54,640 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 3 days, 1:17:00, time: 1.108, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2409, s0.acc: 92.7151, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2732, s1.loss_cls: 0.1099, s1.acc: 93.1811, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1299, s2.loss_cls: 0.0508, s2.acc: 93.4762, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0601, loss: 1.3478 +2025-06-18 09:20:49,419 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 3 days, 1:15:47, time: 1.095, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2444, s0.acc: 92.4724, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2730, s1.loss_cls: 0.1119, s1.acc: 92.9063, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1326, s2.loss_cls: 0.0524, s2.acc: 93.2475, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0624, loss: 1.3729 +2025-06-18 09:22:05,224 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 3 days, 1:17:05, time: 1.517, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2417, s0.acc: 92.6135, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2765, s1.loss_cls: 0.1102, s1.acc: 93.0480, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1325, s2.loss_cls: 0.0511, s2.acc: 93.3066, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0614, loss: 1.3676 +2025-06-18 09:22:59,989 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 3 days, 1:15:53, time: 1.095, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2487, s0.acc: 92.4385, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2799, s1.loss_cls: 0.1142, s1.acc: 92.8118, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1335, s2.loss_cls: 0.0529, s2.acc: 93.1490, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0618, loss: 1.3758 +2025-06-18 09:23:53,864 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 3 days, 1:14:34, time: 1.078, data_time: 0.023, memory: 22005, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2321, s0.acc: 92.8818, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2749, s1.loss_cls: 0.1058, s1.acc: 93.3086, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1328, s2.loss_cls: 0.0488, s2.acc: 93.6934, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0619, loss: 1.3201 +2025-06-18 09:24:48,694 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 3 days, 1:13:21, time: 1.097, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2432, s0.acc: 92.6965, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2756, s1.loss_cls: 0.1093, s1.acc: 93.1073, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1333, s2.loss_cls: 0.0501, s2.acc: 93.5325, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0620, loss: 1.3699 +2025-06-18 09:25:42,978 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 3 days, 1:12:05, time: 1.086, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2509, s0.acc: 92.3945, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2840, s1.loss_cls: 0.1142, s1.acc: 92.8616, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1357, s2.loss_cls: 0.0521, s2.acc: 93.3097, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0631, loss: 1.4054 +2025-06-18 09:26:37,274 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 3 days, 1:10:50, time: 1.086, data_time: 0.036, memory: 22005, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2435, s0.acc: 92.5425, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2781, s1.loss_cls: 0.1108, s1.acc: 92.9661, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1339, s2.loss_cls: 0.0512, s2.acc: 93.3220, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0622, loss: 1.3761 +2025-06-18 09:27:40,381 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 3 days, 1:10:36, time: 1.262, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2388, s0.acc: 92.7253, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2742, s1.loss_cls: 0.1079, s1.acc: 93.0981, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1335, s2.loss_cls: 0.0503, s2.acc: 93.3473, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0623, loss: 1.3439 +2025-06-18 09:28:49,007 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 3 days, 1:11:02, time: 1.372, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2400, s0.acc: 92.6458, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2734, s1.loss_cls: 0.1099, s1.acc: 93.0158, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1312, s2.loss_cls: 0.0510, s2.acc: 93.3985, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0609, loss: 1.3626 +2025-06-18 09:29:43,913 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 3 days, 1:09:50, time: 1.099, data_time: 0.032, memory: 22005, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2396, s0.acc: 92.7891, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2676, s1.loss_cls: 0.1077, s1.acc: 93.3057, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1288, s2.loss_cls: 0.0498, s2.acc: 93.6546, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0596, loss: 1.3377 +2025-06-18 09:30:38,664 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 3 days, 1:08:38, time: 1.095, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2451, s0.acc: 92.4863, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2812, s1.loss_cls: 0.1116, s1.acc: 92.9290, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1347, s2.loss_cls: 0.0509, s2.acc: 93.3158, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0623, loss: 1.3864 +2025-06-18 09:31:33,581 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 3 days, 1:07:26, time: 1.098, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2393, s0.acc: 92.7524, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2749, s1.loss_cls: 0.1094, s1.acc: 93.1294, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1329, s2.loss_cls: 0.0502, s2.acc: 93.4328, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0614, loss: 1.3676 +2025-06-18 09:32:28,816 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 3 days, 1:06:17, time: 1.105, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2487, s0.acc: 92.4832, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2781, s1.loss_cls: 0.1134, s1.acc: 92.8990, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1341, s2.loss_cls: 0.0527, s2.acc: 93.1950, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0627, loss: 1.3924 +2025-06-18 09:33:23,771 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 3 days, 1:05:06, time: 1.099, data_time: 0.032, memory: 22005, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2401, s0.acc: 92.5403, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2783, s1.loss_cls: 0.1098, s1.acc: 93.0374, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1330, s2.loss_cls: 0.0509, s2.acc: 93.3833, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0620, loss: 1.3760 +2025-06-18 09:34:31,347 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 3 days, 1:05:23, time: 1.351, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2309, s0.acc: 92.9443, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2664, s1.loss_cls: 0.1050, s1.acc: 93.4020, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1291, s2.loss_cls: 0.0493, s2.acc: 93.5833, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0599, loss: 1.3246 +2025-06-18 09:35:31,076 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 3 days, 1:04:46, time: 1.195, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2396, s0.acc: 92.7698, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2714, s1.loss_cls: 0.1099, s1.acc: 93.2004, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1320, s2.loss_cls: 0.0504, s2.acc: 93.5924, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0614, loss: 1.3405 +2025-06-18 09:36:25,310 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 3 days, 1:03:30, time: 1.085, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2413, s0.acc: 92.6379, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2711, s1.loss_cls: 0.1109, s1.acc: 93.0405, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1306, s2.loss_cls: 0.0511, s2.acc: 93.3718, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0604, loss: 1.3421 +2025-06-18 09:37:19,314 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 3 days, 1:02:12, time: 1.080, data_time: 0.026, memory: 22005, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2381, s0.acc: 92.8413, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2681, s1.loss_cls: 0.1081, s1.acc: 93.1972, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1286, s2.loss_cls: 0.0500, s2.acc: 93.5073, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0595, loss: 1.3279 +2025-06-18 09:38:13,366 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 3 days, 1:00:54, time: 1.081, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2333, s0.acc: 92.9934, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2664, s1.loss_cls: 0.1078, s1.acc: 93.3236, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1305, s2.loss_cls: 0.0496, s2.acc: 93.7355, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0611, loss: 1.3164 +2025-06-18 09:39:07,384 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 3 days, 0:59:37, time: 1.081, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2300, s0.acc: 92.9094, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2724, s1.loss_cls: 0.1080, s1.acc: 93.1853, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1309, s2.loss_cls: 0.0492, s2.acc: 93.5085, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0611, loss: 1.3402 +2025-06-18 09:40:01,802 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 3 days, 0:58:23, time: 1.088, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2474, s0.acc: 92.5779, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2821, s1.loss_cls: 0.1124, s1.acc: 93.0928, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1358, s2.loss_cls: 0.0516, s2.acc: 93.4937, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0631, loss: 1.3845 +2025-06-18 09:41:12,915 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 3 days, 0:59:04, time: 1.422, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2375, s0.acc: 92.6785, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2651, s1.loss_cls: 0.1078, s1.acc: 93.0942, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1287, s2.loss_cls: 0.0505, s2.acc: 93.2547, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0600, loss: 1.3320 +2025-06-18 09:42:13,058 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 3 days, 0:58:29, time: 1.203, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2426, s0.acc: 92.6392, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2690, s1.loss_cls: 0.1112, s1.acc: 92.9019, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1290, s2.loss_cls: 0.0518, s2.acc: 93.3249, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0602, loss: 1.3609 +2025-06-18 09:43:08,195 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 3 days, 0:57:19, time: 1.103, data_time: 0.032, memory: 22005, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2475, s0.acc: 92.4751, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2776, s1.loss_cls: 0.1120, s1.acc: 92.9131, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1341, s2.loss_cls: 0.0525, s2.acc: 93.1538, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0624, loss: 1.3995 +2025-06-18 09:44:02,977 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 3 days, 0:56:07, time: 1.095, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2403, s0.acc: 92.5498, s0.loss_bbox: 0.2581, s0.loss_mask: 0.2722, s1.loss_cls: 0.1101, s1.acc: 92.8700, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1319, s2.loss_cls: 0.0517, s2.acc: 93.2201, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0612, loss: 1.3588 +2025-06-18 09:44:57,418 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 3 days, 0:54:52, time: 1.088, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2420, s0.acc: 92.6575, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2775, s1.loss_cls: 0.1103, s1.acc: 93.1027, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1331, s2.loss_cls: 0.0515, s2.acc: 93.4430, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0622, loss: 1.3774 +2025-06-18 09:45:52,208 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 3 days, 0:53:40, time: 1.097, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2369, s0.acc: 92.7314, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2733, s1.loss_cls: 0.1091, s1.acc: 93.0789, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1314, s2.loss_cls: 0.0511, s2.acc: 93.3734, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0605, loss: 1.3511 +2025-06-18 09:46:45,912 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 3 days, 0:52:21, time: 1.074, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2319, s0.acc: 92.9976, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2740, s1.loss_cls: 0.1068, s1.acc: 93.3159, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1326, s2.loss_cls: 0.0487, s2.acc: 93.6704, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0613, loss: 1.3211 +2025-06-18 09:47:57,332 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 3 days, 0:53:03, time: 1.428, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2394, s0.acc: 92.5530, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2713, s1.loss_cls: 0.1105, s1.acc: 92.8910, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1328, s2.loss_cls: 0.0521, s2.acc: 93.0481, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0620, loss: 1.3636 +2025-06-18 09:48:57,421 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 3 days, 0:52:27, time: 1.202, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2527, s0.acc: 92.3777, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2787, s1.loss_cls: 0.1160, s1.acc: 92.7338, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1329, s2.loss_cls: 0.0535, s2.acc: 93.1254, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0621, loss: 1.4066 +2025-06-18 09:49:52,430 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 3 days, 0:51:16, time: 1.100, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2348, s0.acc: 92.8076, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2564, s1.loss_cls: 0.1083, s1.acc: 93.0644, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1255, s2.loss_cls: 0.0507, s2.acc: 93.4294, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0585, loss: 1.3081 +2025-06-18 09:50:47,330 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 3 days, 0:50:05, time: 1.098, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.2286, s0.acc: 93.0596, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2652, s1.loss_cls: 0.1055, s1.acc: 93.3736, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1275, s2.loss_cls: 0.0488, s2.acc: 93.6232, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0588, loss: 1.2979 +2025-06-18 09:51:42,978 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 3 days, 0:48:59, time: 1.113, data_time: 0.032, memory: 22005, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2350, s0.acc: 92.6689, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2806, s1.loss_cls: 0.1082, s1.acc: 93.0017, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1344, s2.loss_cls: 0.0496, s2.acc: 93.4431, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0624, loss: 1.3628 +2025-06-18 09:52:37,519 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 3 days, 0:47:46, time: 1.091, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2349, s0.acc: 92.9805, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2664, s1.loss_cls: 0.1050, s1.acc: 93.4358, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1278, s2.loss_cls: 0.0487, s2.acc: 93.7367, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0597, loss: 1.3183 +2025-06-18 09:53:32,173 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 3 days, 0:46:33, time: 1.093, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2396, s0.acc: 92.7439, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2778, s1.loss_cls: 0.1106, s1.acc: 93.0432, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1342, s2.loss_cls: 0.0517, s2.acc: 93.3493, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0629, loss: 1.3531 +2025-06-18 09:54:49,249 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 3 days, 0:47:52, time: 1.542, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2480, s0.acc: 92.4487, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2741, s1.loss_cls: 0.1147, s1.acc: 92.8189, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1327, s2.loss_cls: 0.0534, s2.acc: 93.1518, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0617, loss: 1.3755 +2025-06-18 09:55:43,400 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 3 days, 0:46:35, time: 1.083, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2546, s0.acc: 92.3645, s0.loss_bbox: 0.2636, s0.loss_mask: 0.2827, s1.loss_cls: 0.1164, s1.acc: 92.7802, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1356, s2.loss_cls: 0.0540, s2.acc: 93.0667, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0629, loss: 1.4084 +2025-06-18 09:56:37,317 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 3 days, 0:45:17, time: 1.078, data_time: 0.024, memory: 22005, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2478, s0.acc: 92.5181, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2720, s1.loss_cls: 0.1124, s1.acc: 92.9863, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1315, s2.loss_cls: 0.0519, s2.acc: 93.3134, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0605, loss: 1.3668 +2025-06-18 09:57:32,377 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 3 days, 0:44:08, time: 1.102, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2547, s0.acc: 92.1487, s0.loss_bbox: 0.2721, s0.loss_mask: 0.2785, s1.loss_cls: 0.1178, s1.acc: 92.4964, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1345, s2.loss_cls: 0.0544, s2.acc: 92.8003, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0626, loss: 1.4224 +2025-06-18 09:58:26,086 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 3 days, 0:42:49, time: 1.074, data_time: 0.028, memory: 22005, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2332, s0.acc: 93.0190, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2695, s1.loss_cls: 0.1054, s1.acc: 93.3908, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1294, s2.loss_cls: 0.0491, s2.acc: 93.7178, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0601, loss: 1.3138 +2025-06-18 09:59:20,845 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 3 days, 0:41:37, time: 1.095, data_time: 0.028, memory: 22005, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2482, s0.acc: 92.4470, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2768, s1.loss_cls: 0.1155, s1.acc: 92.7092, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1340, s2.loss_cls: 0.0545, s2.acc: 93.0135, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0622, loss: 1.3940 +2025-06-18 10:00:24,519 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 3 days, 0:41:24, time: 1.273, data_time: 0.026, memory: 22005, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2330, s0.acc: 93.0093, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2741, s1.loss_cls: 0.1077, s1.acc: 93.2976, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1314, s2.loss_cls: 0.0499, s2.acc: 93.5798, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0610, loss: 1.3151 +2025-06-18 10:01:31,064 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 3 days, 0:41:31, time: 1.331, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2279, s0.acc: 93.0769, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2678, s1.loss_cls: 0.1037, s1.acc: 93.4446, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1306, s2.loss_cls: 0.0489, s2.acc: 93.6760, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0611, loss: 1.3002 +2025-06-18 10:02:25,207 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 3 days, 0:40:15, time: 1.083, data_time: 0.022, memory: 22005, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2288, s0.acc: 92.9709, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2740, s1.loss_cls: 0.1055, s1.acc: 93.2984, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1323, s2.loss_cls: 0.0481, s2.acc: 93.7560, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0615, loss: 1.3237 +2025-06-18 10:03:19,637 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 3 days, 0:39:01, time: 1.089, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2348, s0.acc: 92.8958, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2745, s1.loss_cls: 0.1069, s1.acc: 93.2458, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1329, s2.loss_cls: 0.0498, s2.acc: 93.5342, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0617, loss: 1.3470 +2025-06-18 10:04:15,507 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 3 days, 0:37:56, time: 1.117, data_time: 0.039, memory: 22005, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2314, s0.acc: 92.8789, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2697, s1.loss_cls: 0.1052, s1.acc: 93.3038, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1295, s2.loss_cls: 0.0494, s2.acc: 93.5795, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0606, loss: 1.3271 +2025-06-18 10:05:09,666 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 3 days, 0:36:40, time: 1.083, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2311, s0.acc: 92.8987, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2744, s1.loss_cls: 0.1056, s1.acc: 93.3606, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1303, s2.loss_cls: 0.0489, s2.acc: 93.6959, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0610, loss: 1.3238 +2025-06-18 10:06:04,341 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 3 days, 0:35:28, time: 1.093, data_time: 0.028, memory: 22005, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2380, s0.acc: 92.7576, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2743, s1.loss_cls: 0.1084, s1.acc: 93.1487, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1308, s2.loss_cls: 0.0506, s2.acc: 93.3951, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0609, loss: 1.3447 +2025-06-18 10:07:10,086 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 3 days, 0:35:29, time: 1.315, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2277, s0.acc: 93.0098, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2672, s1.loss_cls: 0.1042, s1.acc: 93.3916, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1284, s2.loss_cls: 0.0482, s2.acc: 93.6679, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0597, loss: 1.2995 +2025-06-18 10:08:11,700 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 3 days, 0:35:02, time: 1.232, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2445, s0.acc: 92.6846, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2769, s1.loss_cls: 0.1111, s1.acc: 93.1211, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1328, s2.loss_cls: 0.0518, s2.acc: 93.3782, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0615, loss: 1.3682 +2025-06-18 10:09:06,303 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 3 days, 0:33:49, time: 1.092, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2375, s0.acc: 92.6782, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2729, s1.loss_cls: 0.1089, s1.acc: 93.0220, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1298, s2.loss_cls: 0.0499, s2.acc: 93.4048, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0600, loss: 1.3478 +2025-06-18 10:10:00,904 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 3 days, 0:32:37, time: 1.092, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2395, s0.acc: 92.5566, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2717, s1.loss_cls: 0.1101, s1.acc: 93.0186, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1316, s2.loss_cls: 0.0506, s2.acc: 93.3780, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0615, loss: 1.3575 +2025-06-18 10:10:55,815 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 3 days, 0:31:26, time: 1.098, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2444, s0.acc: 92.6213, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2710, s1.loss_cls: 0.1123, s1.acc: 92.9620, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1294, s2.loss_cls: 0.0517, s2.acc: 93.2326, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0601, loss: 1.3647 +2025-06-18 10:11:49,807 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 3 days, 0:30:09, time: 1.079, data_time: 0.028, memory: 22005, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2307, s0.acc: 92.9092, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2767, s1.loss_cls: 0.1056, s1.acc: 93.3689, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1327, s2.loss_cls: 0.0488, s2.acc: 93.6833, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0615, loss: 1.3372 +2025-06-18 10:12:44,008 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 3 days, 0:28:54, time: 1.085, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2405, s0.acc: 92.5764, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2685, s1.loss_cls: 0.1113, s1.acc: 92.8908, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1297, s2.loss_cls: 0.0513, s2.acc: 93.2531, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0601, loss: 1.3487 +2025-06-18 10:13:54,760 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 3 days, 0:29:27, time: 1.415, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2319, s0.acc: 92.9250, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2744, s1.loss_cls: 0.1061, s1.acc: 93.3844, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1310, s2.loss_cls: 0.0494, s2.acc: 93.5487, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0609, loss: 1.3346 +2025-06-18 10:14:56,711 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 3 days, 0:29:02, time: 1.239, data_time: 0.036, memory: 22005, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2330, s0.acc: 92.8501, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2687, s1.loss_cls: 0.1060, s1.acc: 93.3330, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1301, s2.loss_cls: 0.0497, s2.acc: 93.4568, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0608, loss: 1.3261 +2025-06-18 10:15:51,304 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 3 days, 0:27:49, time: 1.092, data_time: 0.028, memory: 22005, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2284, s0.acc: 92.9663, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2709, s1.loss_cls: 0.1056, s1.acc: 93.2502, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1311, s2.loss_cls: 0.0494, s2.acc: 93.5614, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0609, loss: 1.3202 +2025-06-18 10:16:46,213 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 3 days, 0:26:38, time: 1.098, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2280, s0.acc: 93.0007, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2730, s1.loss_cls: 0.1042, s1.acc: 93.4257, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1302, s2.loss_cls: 0.0484, s2.acc: 93.6552, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0604, loss: 1.3281 +2025-06-18 10:17:41,009 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 3 days, 0:25:27, time: 1.096, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2324, s0.acc: 92.8752, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2747, s1.loss_cls: 0.1052, s1.acc: 93.3003, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1332, s2.loss_cls: 0.0486, s2.acc: 93.5474, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0622, loss: 1.3463 +2025-06-18 10:18:35,114 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 3 days, 0:24:11, time: 1.082, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2384, s0.acc: 92.7957, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2730, s1.loss_cls: 0.1092, s1.acc: 93.1291, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1316, s2.loss_cls: 0.0506, s2.acc: 93.3474, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0608, loss: 1.3398 +2025-06-18 10:19:29,499 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 3 days, 0:22:57, time: 1.088, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2355, s0.acc: 92.8750, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2710, s1.loss_cls: 0.1085, s1.acc: 93.2062, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1312, s2.loss_cls: 0.0504, s2.acc: 93.4400, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0605, loss: 1.3424 +2025-06-18 10:20:36,044 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 3 days, 0:23:02, time: 1.331, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2175, s0.acc: 93.2078, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2707, s1.loss_cls: 0.1010, s1.acc: 93.4349, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1308, s2.loss_cls: 0.0474, s2.acc: 93.6840, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0610, loss: 1.2916 +2025-06-18 10:21:37,747 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 3 days, 0:22:35, time: 1.234, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2369, s0.acc: 92.6648, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2689, s1.loss_cls: 0.1096, s1.acc: 92.9874, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1299, s2.loss_cls: 0.0507, s2.acc: 93.2894, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0605, loss: 1.3431 +2025-06-18 10:22:31,817 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 3 days, 0:21:19, time: 1.081, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2264, s0.acc: 92.9917, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2759, s1.loss_cls: 0.1035, s1.acc: 93.3684, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1332, s2.loss_cls: 0.0484, s2.acc: 93.6328, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0621, loss: 1.3181 +2025-06-18 10:23:25,917 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 3 days, 0:20:03, time: 1.081, data_time: 0.026, memory: 22005, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2327, s0.acc: 92.8677, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2767, s1.loss_cls: 0.1063, s1.acc: 93.2558, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1349, s2.loss_cls: 0.0490, s2.acc: 93.7876, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0632, loss: 1.3337 +2025-06-18 10:24:20,184 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 3 days, 0:18:48, time: 1.086, data_time: 0.028, memory: 22005, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2330, s0.acc: 92.8081, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2687, s1.loss_cls: 0.1073, s1.acc: 93.1867, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1290, s2.loss_cls: 0.0495, s2.acc: 93.5634, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0601, loss: 1.3250 +2025-06-18 10:25:13,693 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 3 days, 0:17:29, time: 1.070, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.2226, s0.acc: 93.1714, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2678, s1.loss_cls: 0.1014, s1.acc: 93.5186, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1291, s2.loss_cls: 0.0483, s2.acc: 93.7178, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0599, loss: 1.2887 +2025-06-18 10:26:09,286 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 3 days, 0:16:23, time: 1.112, data_time: 0.042, memory: 22005, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2452, s0.acc: 92.4009, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2760, s1.loss_cls: 0.1109, s1.acc: 92.8259, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1328, s2.loss_cls: 0.0516, s2.acc: 93.2505, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0615, loss: 1.3847 +2025-06-18 10:27:17,339 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 3 days, 0:16:36, time: 1.361, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2543, s0.acc: 92.3694, s0.loss_bbox: 0.2653, s0.loss_mask: 0.2794, s1.loss_cls: 0.1152, s1.acc: 92.8860, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1335, s2.loss_cls: 0.0533, s2.acc: 93.1656, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0616, loss: 1.4015 +2025-06-18 10:28:14,733 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 3 days, 0:15:42, time: 1.148, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2348, s0.acc: 92.8831, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2659, s1.loss_cls: 0.1072, s1.acc: 93.2895, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1287, s2.loss_cls: 0.0498, s2.acc: 93.5233, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0600, loss: 1.3249 +2025-06-18 10:29:08,845 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 3 days, 0:14:26, time: 1.082, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2285, s0.acc: 93.0132, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2745, s1.loss_cls: 0.1044, s1.acc: 93.3943, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1318, s2.loss_cls: 0.0489, s2.acc: 93.6457, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0612, loss: 1.3217 +2025-06-18 10:30:03,013 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 3 days, 0:13:11, time: 1.083, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2338, s0.acc: 92.9229, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2707, s1.loss_cls: 0.1069, s1.acc: 93.3192, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1294, s2.loss_cls: 0.0497, s2.acc: 93.6097, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0605, loss: 1.3243 +2025-06-18 10:30:57,806 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 3 days, 0:12:00, time: 1.096, data_time: 0.031, memory: 22005, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2409, s0.acc: 92.6162, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2687, s1.loss_cls: 0.1107, s1.acc: 92.9899, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1292, s2.loss_cls: 0.0513, s2.acc: 93.3090, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0596, loss: 1.3607 +2025-06-18 10:31:52,532 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 3 days, 0:10:48, time: 1.095, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0495, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2352, s0.acc: 92.8491, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2741, s1.loss_cls: 0.1054, s1.acc: 93.3334, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1316, s2.loss_cls: 0.0484, s2.acc: 93.6613, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0608, loss: 1.3386 +2025-06-18 10:32:56,545 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 3 days, 0:10:36, time: 1.280, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2338, s0.acc: 92.8650, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2764, s1.loss_cls: 0.1075, s1.acc: 93.2247, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1334, s2.loss_cls: 0.0497, s2.acc: 93.4923, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0611, loss: 1.3312 +2025-06-18 10:34:00,987 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 3 days, 0:10:26, time: 1.289, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2324, s0.acc: 92.7581, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2711, s1.loss_cls: 0.1065, s1.acc: 93.1341, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1296, s2.loss_cls: 0.0494, s2.acc: 93.4694, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0604, loss: 1.3422 +2025-06-18 10:34:55,531 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 3 days, 0:09:13, time: 1.091, data_time: 0.024, memory: 22005, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.2191, s0.acc: 93.1946, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2723, s1.loss_cls: 0.1015, s1.acc: 93.5106, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1315, s2.loss_cls: 0.0478, s2.acc: 93.6054, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0620, loss: 1.2977 +2025-06-18 10:35:50,238 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 3 days, 0:08:01, time: 1.094, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2407, s0.acc: 92.4944, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2722, s1.loss_cls: 0.1110, s1.acc: 92.8667, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1318, s2.loss_cls: 0.0518, s2.acc: 93.1768, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0611, loss: 1.3591 +2025-06-18 10:36:44,606 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 3 days, 0:06:48, time: 1.087, data_time: 0.025, memory: 22005, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2369, s0.acc: 92.8787, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2674, s1.loss_cls: 0.1083, s1.acc: 93.3408, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1287, s2.loss_cls: 0.0499, s2.acc: 93.6570, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0597, loss: 1.3173 +2025-06-18 10:37:38,808 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 3 days, 0:05:33, time: 1.084, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2436, s0.acc: 92.5083, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2746, s1.loss_cls: 0.1106, s1.acc: 92.9896, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1314, s2.loss_cls: 0.0516, s2.acc: 93.1990, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0610, loss: 1.3719 +2025-06-18 10:38:32,729 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 3 days, 0:04:17, time: 1.078, data_time: 0.025, memory: 22005, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2347, s0.acc: 92.8269, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2754, s1.loss_cls: 0.1072, s1.acc: 93.2863, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1323, s2.loss_cls: 0.0504, s2.acc: 93.6107, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0620, loss: 1.3386 +2025-06-18 10:39:34,115 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 3 days, 0:03:47, time: 1.228, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2261, s0.acc: 93.1580, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2710, s1.loss_cls: 0.1033, s1.acc: 93.4437, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1307, s2.loss_cls: 0.0480, s2.acc: 93.7527, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0603, loss: 1.2995 +2025-06-18 10:40:39,374 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 3 days, 0:03:41, time: 1.305, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2440, s0.acc: 92.5215, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2719, s1.loss_cls: 0.1117, s1.acc: 92.9032, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1301, s2.loss_cls: 0.0523, s2.acc: 93.1566, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0605, loss: 1.3584 +2025-06-18 10:41:33,939 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 3 days, 0:02:29, time: 1.091, data_time: 0.029, memory: 22005, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2279, s0.acc: 92.9456, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2711, s1.loss_cls: 0.1040, s1.acc: 93.3552, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1320, s2.loss_cls: 0.0487, s2.acc: 93.6342, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0619, loss: 1.3264 +2025-06-18 10:42:27,120 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 3 days, 0:01:08, time: 1.064, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2201, s0.acc: 93.4265, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2668, s1.loss_cls: 0.1006, s1.acc: 93.7464, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1282, s2.loss_cls: 0.0469, s2.acc: 93.9555, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0594, loss: 1.2647 +2025-06-18 10:43:21,633 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 2 days, 23:59:55, time: 1.091, data_time: 0.035, memory: 22005, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2330, s0.acc: 92.7607, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2763, s1.loss_cls: 0.1067, s1.acc: 93.1242, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1330, s2.loss_cls: 0.0496, s2.acc: 93.4134, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0615, loss: 1.3467 +2025-06-18 10:44:15,916 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 2 days, 23:58:41, time: 1.086, data_time: 0.027, memory: 22005, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2297, s0.acc: 93.1135, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2791, s1.loss_cls: 0.1031, s1.acc: 93.6044, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1351, s2.loss_cls: 0.0484, s2.acc: 93.8372, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0629, loss: 1.3347 +2025-06-18 10:44:57,528 - mmdet - INFO - Saving checkpoint at 5 epochs +2025-06-18 10:48:50,524 - mmdet - INFO - Evaluating bbox... +2025-06-18 10:49:30,754 - mmdet - INFO - Evaluating segm... +2025-06-18 10:50:14,052 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 10:50:14,052 - mmdet - INFO - Epoch(val) [5][7330] bbox_mAP: 0.3580, bbox_mAP_50: 0.5240, bbox_mAP_75: 0.3870, bbox_mAP_s: 0.2240, bbox_mAP_m: 0.3730, bbox_mAP_l: 0.4800, bbox_mAP_copypaste: 0.358 0.524 0.387 0.224 0.373 0.480, segm_mAP: 0.3150, segm_mAP_50: 0.5010, segm_mAP_75: 0.3360, segm_mAP_s: 0.1840, segm_mAP_m: 0.3310, segm_mAP_l: 0.4370, segm_mAP_copypaste: 0.315 0.501 0.336 0.184 0.331 0.437 +2025-06-18 10:52:33,262 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 3 days, 0:02:07, time: 2.784, data_time: 1.521, memory: 22005, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2362, s0.acc: 92.5913, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2732, s1.loss_cls: 0.1066, s1.acc: 93.0513, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1311, s2.loss_cls: 0.0498, s2.acc: 93.4378, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0610, loss: 1.3540 +2025-06-18 10:53:31,805 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 3 days, 0:01:19, time: 1.171, data_time: 0.043, memory: 22005, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2401, s0.acc: 92.5613, s0.loss_bbox: 0.2684, s0.loss_mask: 0.2757, s1.loss_cls: 0.1082, s1.acc: 93.0360, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1324, s2.loss_cls: 0.0495, s2.acc: 93.3964, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0618, loss: 1.3726 +2025-06-18 10:54:29,643 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 3 days, 0:00:27, time: 1.157, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2232, s0.acc: 93.1790, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2665, s1.loss_cls: 0.1013, s1.acc: 93.6403, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1285, s2.loss_cls: 0.0472, s2.acc: 93.8916, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0597, loss: 1.2935 +2025-06-18 10:55:27,477 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 2 days, 23:59:34, time: 1.157, data_time: 0.038, memory: 22005, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2243, s0.acc: 93.0469, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2684, s1.loss_cls: 0.1017, s1.acc: 93.3873, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1286, s2.loss_cls: 0.0477, s2.acc: 93.6971, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0596, loss: 1.3008 +2025-06-18 10:56:24,433 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 2 days, 23:58:37, time: 1.139, data_time: 0.030, memory: 22005, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2216, s0.acc: 93.1001, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2627, s1.loss_cls: 0.1010, s1.acc: 93.5246, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1272, s2.loss_cls: 0.0472, s2.acc: 93.7499, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0589, loss: 1.2934 +2025-06-18 10:57:21,983 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 2 days, 23:57:42, time: 1.150, data_time: 0.034, memory: 22005, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2334, s0.acc: 92.8506, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2699, s1.loss_cls: 0.1065, s1.acc: 93.2349, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1306, s2.loss_cls: 0.0490, s2.acc: 93.5541, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0608, loss: 1.3357 +2025-06-18 10:58:32,163 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 10:58:32,164 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 2 days, 23:58:06, time: 1.404, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2249, s0.acc: 92.9067, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2716, s1.loss_cls: 0.1035, s1.acc: 93.2736, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1315, s2.loss_cls: 0.0477, s2.acc: 93.5576, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0610, loss: 1.3202 +2025-06-18 10:59:33,792 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 2 days, 23:57:36, time: 1.233, data_time: 0.037, memory: 22005, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2380, s0.acc: 92.5242, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2689, s1.loss_cls: 0.1073, s1.acc: 93.0968, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1286, s2.loss_cls: 0.0501, s2.acc: 93.3349, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0594, loss: 1.3567 +2025-06-18 11:00:30,232 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 2 days, 23:56:35, time: 1.129, data_time: 0.033, memory: 22005, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2297, s0.acc: 92.8447, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2566, s1.loss_cls: 0.1044, s1.acc: 93.3240, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1238, s2.loss_cls: 0.0480, s2.acc: 93.6881, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0579, loss: 1.3032 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_mlp/20250617_224238.log.json b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/20250617_224238.log.json new file mode 100644 index 0000000000000000000000000000000000000000..9facfc9636d806a2ec8661a2150f370c38ff62ae --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/20250617_224238.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:0861e7327d75c9b9772be27b8369d39a6fd99eb59d081e56b8de10b69f958d41 +size 362749 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_mlp/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..8c3abf93a4e21121ee353c9e3ec2bf3a9d363309 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_mlp/epoch_1.pth b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..a06badf86d1c5177a22b510a39a55e683be836ca --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:46a7928b6d228640fe0d9e0e8409b007a235c6548358f9469c4f12996715a985 +size 1517228528 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_mlp/epoch_5.pth b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/epoch_5.pth new file mode 100644 index 0000000000000000000000000000000000000000..96e2bb88966e8f2890710d84e37a9a8dc413ee0f --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/epoch_5.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:3a648f0bd13aed00007906aa88bfbd83edafc6d2cd3958c2b30f64f9757d5ad6 +size 1517228720 diff --git a/mmdet/results/train/mona_moe_4_16_1e-4_mlp/latest.pth b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..8d7cba577554754491f9282054b08dd1b002eb14 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_1e-4_mlp/latest.pth @@ -0,0 +1 @@ +epoch_5.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_moe_4_16_3e-4_mlp/20250618_193336.log b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/20250618_193336.log new file mode 100644 index 0000000000000000000000000000000000000000..3bfa7a62866edaac674b85b35eaed33a202f3bc4 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/20250618_193336.log @@ -0,0 +1,1531 @@ +2025-06-18 19:33:36,401 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+6ceea3a +------------------------------------------------------------ + +2025-06-18 19:33:39,641 - mmdet - INFO - Distributed training: True +2025-06-18 19:33:42,963 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0003, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe_4_16_3e-4/' +gpu_ids = range(0, 8) + +2025-06-18 19:34:27,936 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe_16.pth +2025-06-18 19:34:28,680 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fc2.gate.weight_noise.weight, 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backbone.layers.3.blocks.0.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fc2.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc1.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fc2.gate.weight_noise.weight + +2025-06-18 19:34:28,730 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe_4_16_3e-4 +2025-06-18 19:34:28,731 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-18 19:34:28,731 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-18 19:34:28,732 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_moe_4_16_3e-4 by HardDiskBackend. +2025-06-18 19:36:39,894 - mmdet - INFO - Epoch [1][50/7330] lr: 2.967e-05, eta: 8 days, 0:12:54, time: 2.623, data_time: 1.554, memory: 16448, loss_rpn_cls: 0.4551, loss_rpn_bbox: 0.0597, s0.loss_cls: 0.4814, s0.acc: 94.9038, s0.loss_bbox: 0.1669, s0.loss_mask: 0.6752, s1.loss_cls: 0.1452, s1.acc: 96.9558, s1.loss_bbox: 0.0264, s1.loss_mask: 0.3272, s2.loss_cls: 0.0519, s2.acc: 97.9363, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1638, loss: 2.5567 +2025-06-18 19:37:27,645 - mmdet - INFO - Epoch [1][100/7330] lr: 5.964e-05, eta: 5 days, 11:04:15, time: 0.955, data_time: 0.022, memory: 17405, loss_rpn_cls: 0.2275, loss_rpn_bbox: 0.0534, s0.loss_cls: 0.3771, s0.acc: 94.2612, s0.loss_bbox: 0.1939, s0.loss_mask: 0.6157, s1.loss_cls: 0.1111, s1.acc: 96.8687, s1.loss_bbox: 0.0312, s1.loss_mask: 0.2967, s2.loss_cls: 0.0372, s2.acc: 98.0291, s2.loss_bbox: 0.0043, s2.loss_mask: 0.1438, loss: 2.0919 +2025-06-18 19:38:14,859 - mmdet - INFO - Epoch [1][150/7330] lr: 8.961e-05, eta: 4 days, 14:25:25, time: 0.944, data_time: 0.025, memory: 17405, loss_rpn_cls: 0.2274, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.3493, s0.acc: 94.4475, s0.loss_bbox: 0.1824, s0.loss_mask: 0.6126, s1.loss_cls: 0.1058, s1.acc: 96.8276, s1.loss_bbox: 0.0304, s1.loss_mask: 0.2962, s2.loss_cls: 0.0355, s2.acc: 97.9551, s2.loss_bbox: 0.0044, s2.loss_mask: 0.1436, loss: 2.0402 +2025-06-18 19:39:09,738 - mmdet - INFO - Epoch [1][200/7330] lr: 1.196e-04, eta: 4 days, 6:53:57, time: 1.098, data_time: 0.025, memory: 17802, loss_rpn_cls: 0.2297, loss_rpn_bbox: 0.0576, s0.loss_cls: 0.3674, s0.acc: 94.0479, s0.loss_bbox: 0.1924, s0.loss_mask: 0.6049, s1.loss_cls: 0.1120, s1.acc: 96.5696, s1.loss_bbox: 0.0328, s1.loss_mask: 0.2909, s2.loss_cls: 0.0370, s2.acc: 97.7996, s2.loss_bbox: 0.0045, s2.loss_mask: 0.1407, loss: 2.0697 +2025-06-18 19:39:56,153 - mmdet - INFO - Epoch [1][250/7330] lr: 1.496e-04, eta: 3 days, 23:53:53, time: 0.928, data_time: 0.024, memory: 17802, loss_rpn_cls: 0.2121, loss_rpn_bbox: 0.0570, s0.loss_cls: 0.3879, s0.acc: 93.8118, s0.loss_bbox: 0.2056, s0.loss_mask: 0.5927, s1.loss_cls: 0.1191, s1.acc: 96.4622, s1.loss_bbox: 0.0356, s1.loss_mask: 0.2838, s2.loss_cls: 0.0380, s2.acc: 97.8528, s2.loss_bbox: 0.0046, s2.loss_mask: 0.1354, loss: 2.0717 +2025-06-18 19:40:42,086 - mmdet - INFO - Epoch [1][300/7330] lr: 1.795e-04, eta: 3 days, 19:06:37, time: 0.919, data_time: 0.026, memory: 17802, loss_rpn_cls: 0.1933, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.3845, s0.acc: 93.7371, s0.loss_bbox: 0.2096, s0.loss_mask: 0.5830, s1.loss_cls: 0.1206, s1.acc: 96.2783, s1.loss_bbox: 0.0396, s1.loss_mask: 0.2803, s2.loss_cls: 0.0380, s2.acc: 97.7827, s2.loss_bbox: 0.0055, s2.loss_mask: 0.1341, loss: 2.0410 +2025-06-18 19:41:28,592 - mmdet - INFO - Epoch [1][350/7330] lr: 2.095e-04, eta: 3 days, 15:48:20, time: 0.930, data_time: 0.022, memory: 17802, loss_rpn_cls: 0.1691, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.3988, s0.acc: 93.3259, s0.loss_bbox: 0.2251, s0.loss_mask: 0.5686, s1.loss_cls: 0.1352, s1.acc: 95.6802, s1.loss_bbox: 0.0498, s1.loss_mask: 0.2723, s2.loss_cls: 0.0424, s2.acc: 97.4646, s2.loss_bbox: 0.0078, s2.loss_mask: 0.1287, loss: 2.0481 +2025-06-18 19:42:16,874 - mmdet - INFO - Epoch [1][400/7330] lr: 2.395e-04, eta: 3 days, 13:39:02, time: 0.966, data_time: 0.028, memory: 17802, loss_rpn_cls: 0.1635, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.4512, s0.acc: 92.2393, s0.loss_bbox: 0.2461, s0.loss_mask: 0.5265, s1.loss_cls: 0.1756, s1.acc: 94.0984, s1.loss_bbox: 0.0673, s1.loss_mask: 0.2489, s2.loss_cls: 0.0608, s2.acc: 96.0869, s2.loss_bbox: 0.0141, s2.loss_mask: 0.1170, loss: 2.1236 +2025-06-18 19:43:06,249 - mmdet - INFO - Epoch [1][450/7330] lr: 2.694e-04, eta: 3 days, 12:08:54, time: 0.988, data_time: 0.027, memory: 17802, loss_rpn_cls: 0.1450, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.4593, s0.acc: 91.7029, s0.loss_bbox: 0.2600, s0.loss_mask: 0.5128, s1.loss_cls: 0.1869, s1.acc: 93.2429, s1.loss_bbox: 0.0774, s1.loss_mask: 0.2418, s2.loss_cls: 0.0681, s2.acc: 95.2354, s2.loss_bbox: 0.0183, s2.loss_mask: 0.1130, loss: 2.1302 +2025-06-18 19:44:05,987 - mmdet - INFO - Epoch [1][500/7330] lr: 2.994e-04, eta: 3 days, 12:27:32, time: 1.195, data_time: 0.022, memory: 17802, loss_rpn_cls: 0.1447, loss_rpn_bbox: 0.0471, s0.loss_cls: 0.4728, s0.acc: 91.3325, s0.loss_bbox: 0.2706, s0.loss_mask: 0.4921, s1.loss_cls: 0.1940, s1.acc: 92.8289, s1.loss_bbox: 0.0822, s1.loss_mask: 0.2318, s2.loss_cls: 0.0725, s2.acc: 94.7594, s2.loss_bbox: 0.0204, s2.loss_mask: 0.1077, loss: 2.1361 +2025-06-18 19:44:55,569 - mmdet - INFO - Epoch [1][550/7330] lr: 3.000e-04, eta: 3 days, 11:21:38, time: 0.992, data_time: 0.024, memory: 17802, loss_rpn_cls: 0.1340, loss_rpn_bbox: 0.0428, s0.loss_cls: 0.4627, s0.acc: 91.3545, s0.loss_bbox: 0.2660, s0.loss_mask: 0.4771, s1.loss_cls: 0.1913, s1.acc: 92.6575, s1.loss_bbox: 0.0838, s1.loss_mask: 0.2222, s2.loss_cls: 0.0729, s2.acc: 94.5352, s2.loss_bbox: 0.0217, s2.loss_mask: 0.1032, loss: 2.0778 +2025-06-18 19:45:46,137 - mmdet - INFO - Epoch [1][600/7330] lr: 3.000e-04, eta: 3 days, 10:33:43, time: 1.011, data_time: 0.023, memory: 19834, loss_rpn_cls: 0.1349, loss_rpn_bbox: 0.0475, s0.loss_cls: 0.4634, s0.acc: 91.1973, s0.loss_bbox: 0.2661, s0.loss_mask: 0.4686, s1.loss_cls: 0.1917, s1.acc: 92.4463, s1.loss_bbox: 0.0851, s1.loss_mask: 0.2180, s2.loss_cls: 0.0739, s2.acc: 94.2494, s2.loss_bbox: 0.0227, s2.loss_mask: 0.1008, loss: 2.0727 +2025-06-18 19:46:35,549 - mmdet - INFO - Epoch [1][650/7330] lr: 3.000e-04, eta: 3 days, 9:45:21, time: 0.988, data_time: 0.026, memory: 19834, loss_rpn_cls: 0.1353, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.4522, s0.acc: 91.2837, s0.loss_bbox: 0.2629, s0.loss_mask: 0.4610, s1.loss_cls: 0.1888, s1.acc: 92.5234, s1.loss_bbox: 0.0846, s1.loss_mask: 0.2134, s2.loss_cls: 0.0742, s2.acc: 94.1875, s2.loss_bbox: 0.0229, s2.loss_mask: 0.0994, loss: 2.0415 +2025-06-18 19:47:27,057 - mmdet - INFO - Epoch [1][700/7330] lr: 3.000e-04, eta: 3 days, 9:16:52, time: 1.030, data_time: 0.021, memory: 19834, loss_rpn_cls: 0.1358, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.4693, s0.acc: 90.6350, s0.loss_bbox: 0.2836, s0.loss_mask: 0.4471, s1.loss_cls: 0.1974, s1.acc: 91.8435, s1.loss_bbox: 0.0945, s1.loss_mask: 0.2075, s2.loss_cls: 0.0777, s2.acc: 93.5766, s2.loss_bbox: 0.0264, s2.loss_mask: 0.0961, loss: 2.0831 +2025-06-18 19:48:19,051 - mmdet - INFO - Epoch [1][750/7330] lr: 3.000e-04, eta: 3 days, 8:54:51, time: 1.040, data_time: 0.021, memory: 19834, loss_rpn_cls: 0.1253, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.4539, s0.acc: 90.7117, s0.loss_bbox: 0.2776, s0.loss_mask: 0.4432, s1.loss_cls: 0.1944, s1.acc: 91.8099, s1.loss_bbox: 0.0933, s1.loss_mask: 0.2045, s2.loss_cls: 0.0778, s2.acc: 93.4537, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0940, loss: 2.0363 +2025-06-18 19:49:09,822 - mmdet - INFO - Epoch [1][800/7330] lr: 3.000e-04, eta: 3 days, 8:28:52, time: 1.016, data_time: 0.023, memory: 19834, loss_rpn_cls: 0.1139, loss_rpn_bbox: 0.0425, s0.loss_cls: 0.4553, s0.acc: 90.7097, s0.loss_bbox: 0.2801, s0.loss_mask: 0.4442, s1.loss_cls: 0.1940, s1.acc: 91.6789, s1.loss_bbox: 0.0953, s1.loss_mask: 0.2051, s2.loss_cls: 0.0780, s2.acc: 93.3060, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0949, loss: 2.0301 +2025-06-18 19:50:11,534 - mmdet - INFO - Epoch [1][850/7330] lr: 3.000e-04, eta: 3 days, 9:02:09, time: 1.234, data_time: 0.027, memory: 19834, loss_rpn_cls: 0.1172, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.4300, s0.acc: 91.0295, s0.loss_bbox: 0.2674, s0.loss_mask: 0.4293, s1.loss_cls: 0.1838, s1.acc: 91.9594, s1.loss_bbox: 0.0937, s1.loss_mask: 0.1989, s2.loss_cls: 0.0743, s2.acc: 93.4513, s2.loss_bbox: 0.0275, s2.loss_mask: 0.0920, loss: 1.9564 +2025-06-18 19:51:03,277 - mmdet - INFO - Epoch [1][900/7330] lr: 3.000e-04, eta: 3 days, 8:43:12, time: 1.035, data_time: 0.024, memory: 19834, loss_rpn_cls: 0.1117, loss_rpn_bbox: 0.0437, s0.loss_cls: 0.4458, s0.acc: 90.5793, s0.loss_bbox: 0.2842, s0.loss_mask: 0.4393, s1.loss_cls: 0.1920, s1.acc: 91.5649, s1.loss_bbox: 0.0998, s1.loss_mask: 0.2042, s2.loss_cls: 0.0771, s2.acc: 93.1747, s2.loss_bbox: 0.0291, s2.loss_mask: 0.0945, loss: 2.0214 +2025-06-18 19:51:53,983 - mmdet - INFO - Epoch [1][950/7330] lr: 3.000e-04, eta: 3 days, 8:21:18, time: 1.014, data_time: 0.024, memory: 19834, loss_rpn_cls: 0.1138, loss_rpn_bbox: 0.0449, s0.loss_cls: 0.4321, s0.acc: 90.9661, s0.loss_bbox: 0.2755, s0.loss_mask: 0.4297, s1.loss_cls: 0.1839, s1.acc: 91.9927, s1.loss_bbox: 0.0954, s1.loss_mask: 0.1985, s2.loss_cls: 0.0738, s2.acc: 93.5551, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0924, loss: 1.9676 +2025-06-18 19:52:45,970 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 19:52:45,970 - mmdet - INFO - Epoch [1][1000/7330] lr: 3.000e-04, eta: 3 days, 8:07:05, time: 1.039, data_time: 0.024, memory: 19834, loss_rpn_cls: 0.1125, loss_rpn_bbox: 0.0436, s0.loss_cls: 0.4373, s0.acc: 90.6704, s0.loss_bbox: 0.2801, s0.loss_mask: 0.4197, s1.loss_cls: 0.1896, s1.acc: 91.5472, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1941, s2.loss_cls: 0.0774, s2.acc: 93.0928, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0893, loss: 1.9731 +2025-06-18 19:53:37,689 - mmdet - INFO - Epoch [1][1050/7330] lr: 3.000e-04, eta: 3 days, 7:53:06, time: 1.035, data_time: 0.024, memory: 19834, loss_rpn_cls: 0.1166, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.4353, s0.acc: 90.8198, s0.loss_bbox: 0.2729, s0.loss_mask: 0.4189, s1.loss_cls: 0.1882, s1.acc: 91.7335, s1.loss_bbox: 0.0969, s1.loss_mask: 0.1930, s2.loss_cls: 0.0775, s2.acc: 93.1677, s2.loss_bbox: 0.0290, s2.loss_mask: 0.0887, loss: 1.9611 +2025-06-18 19:54:28,824 - mmdet - INFO - Epoch [1][1100/7330] lr: 3.000e-04, eta: 3 days, 7:37:58, time: 1.023, data_time: 0.028, memory: 19834, loss_rpn_cls: 0.1040, loss_rpn_bbox: 0.0422, s0.loss_cls: 0.4156, s0.acc: 91.0239, s0.loss_bbox: 0.2690, s0.loss_mask: 0.4155, s1.loss_cls: 0.1812, s1.acc: 91.8287, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1928, s2.loss_cls: 0.0750, s2.acc: 93.1532, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0886, loss: 1.9107 +2025-06-18 19:55:36,643 - mmdet - INFO - Epoch [1][1150/7330] lr: 3.000e-04, eta: 3 days, 8:27:35, time: 1.356, data_time: 0.026, memory: 19834, loss_rpn_cls: 0.1117, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.4334, s0.acc: 90.6980, s0.loss_bbox: 0.2809, s0.loss_mask: 0.4190, s1.loss_cls: 0.1870, s1.acc: 91.6087, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1950, s2.loss_cls: 0.0758, s2.acc: 93.0520, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0901, loss: 1.9666 +2025-06-18 19:56:27,813 - mmdet - INFO - Epoch [1][1200/7330] lr: 3.000e-04, eta: 3 days, 8:12:15, time: 1.023, data_time: 0.027, memory: 19834, loss_rpn_cls: 0.1170, loss_rpn_bbox: 0.0453, s0.loss_cls: 0.4178, s0.acc: 90.8120, s0.loss_bbox: 0.2790, s0.loss_mask: 0.4213, s1.loss_cls: 0.1814, s1.acc: 91.6845, s1.loss_bbox: 0.0994, s1.loss_mask: 0.1948, s2.loss_cls: 0.0749, s2.acc: 93.0461, s2.loss_bbox: 0.0303, s2.loss_mask: 0.0902, loss: 1.9514 +2025-06-18 19:57:18,828 - mmdet - INFO - Epoch [1][1250/7330] lr: 3.000e-04, eta: 3 days, 7:57:30, time: 1.020, data_time: 0.029, memory: 19834, loss_rpn_cls: 0.1065, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.4158, s0.acc: 91.1113, s0.loss_bbox: 0.2670, s0.loss_mask: 0.4151, s1.loss_cls: 0.1819, s1.acc: 91.8491, s1.loss_bbox: 0.0970, s1.loss_mask: 0.1921, s2.loss_cls: 0.0751, s2.acc: 93.1731, s2.loss_bbox: 0.0293, s2.loss_mask: 0.0895, loss: 1.9082 +2025-06-18 19:58:10,540 - mmdet - INFO - Epoch [1][1300/7330] lr: 3.000e-04, eta: 3 days, 7:46:10, time: 1.034, data_time: 0.027, memory: 19834, loss_rpn_cls: 0.1039, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.3995, s0.acc: 91.2839, s0.loss_bbox: 0.2620, s0.loss_mask: 0.4041, s1.loss_cls: 0.1742, s1.acc: 92.0617, s1.loss_bbox: 0.0963, s1.loss_mask: 0.1897, s2.loss_cls: 0.0723, s2.acc: 93.2926, s2.loss_bbox: 0.0301, s2.loss_mask: 0.0877, loss: 1.8613 +2025-06-18 19:59:02,174 - mmdet - INFO - Epoch [1][1350/7330] lr: 3.000e-04, eta: 3 days, 7:35:25, time: 1.033, data_time: 0.022, memory: 19834, loss_rpn_cls: 0.1145, loss_rpn_bbox: 0.0456, s0.loss_cls: 0.3989, s0.acc: 91.0535, s0.loss_bbox: 0.2687, s0.loss_mask: 0.3962, s1.loss_cls: 0.1758, s1.acc: 91.7164, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1832, s2.loss_cls: 0.0733, s2.acc: 92.9327, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0846, loss: 1.8716 +2025-06-18 19:59:52,707 - mmdet - INFO - Epoch [1][1400/7330] lr: 3.000e-04, eta: 3 days, 7:21:54, time: 1.011, data_time: 0.022, memory: 19834, loss_rpn_cls: 0.1049, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.3867, s0.acc: 91.4846, s0.loss_bbox: 0.2560, s0.loss_mask: 0.4025, s1.loss_cls: 0.1704, s1.acc: 92.0627, s1.loss_bbox: 0.0953, s1.loss_mask: 0.1880, s2.loss_cls: 0.0707, s2.acc: 93.2774, s2.loss_bbox: 0.0297, s2.loss_mask: 0.0866, loss: 1.8312 +2025-06-18 20:00:44,630 - mmdet - INFO - Epoch [1][1450/7330] lr: 3.000e-04, eta: 3 days, 7:13:25, time: 1.038, data_time: 0.024, memory: 19834, loss_rpn_cls: 0.1023, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3987, s0.acc: 91.0063, s0.loss_bbox: 0.2761, s0.loss_mask: 0.3961, s1.loss_cls: 0.1744, s1.acc: 91.7895, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1830, s2.loss_cls: 0.0728, s2.acc: 93.0796, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0845, loss: 1.8618 +2025-06-18 20:01:46,649 - mmdet - INFO - Epoch [1][1500/7330] lr: 3.000e-04, eta: 3 days, 7:34:55, time: 1.240, data_time: 0.028, memory: 20044, loss_rpn_cls: 0.1066, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.4051, s0.acc: 90.8655, s0.loss_bbox: 0.2762, s0.loss_mask: 0.4047, s1.loss_cls: 0.1763, s1.acc: 91.6679, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1884, s2.loss_cls: 0.0727, s2.acc: 93.0294, s2.loss_bbox: 0.0314, s2.loss_mask: 0.0869, loss: 1.8943 +2025-06-18 20:02:37,912 - mmdet - INFO - Epoch [1][1550/7330] lr: 3.000e-04, eta: 3 days, 7:24:34, time: 1.025, data_time: 0.031, memory: 20044, loss_rpn_cls: 0.0972, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3906, s0.acc: 91.2107, s0.loss_bbox: 0.2665, s0.loss_mask: 0.3985, s1.loss_cls: 0.1708, s1.acc: 92.0181, s1.loss_bbox: 0.0986, s1.loss_mask: 0.1846, s2.loss_cls: 0.0714, s2.acc: 93.1994, s2.loss_bbox: 0.0307, s2.loss_mask: 0.0853, loss: 1.8352 +2025-06-18 20:03:29,637 - mmdet - INFO - Epoch [1][1600/7330] lr: 3.000e-04, eta: 3 days, 7:16:07, time: 1.035, data_time: 0.023, memory: 20044, loss_rpn_cls: 0.1028, loss_rpn_bbox: 0.0419, s0.loss_cls: 0.3948, s0.acc: 91.0811, s0.loss_bbox: 0.2708, s0.loss_mask: 0.4003, s1.loss_cls: 0.1731, s1.acc: 91.8296, s1.loss_bbox: 0.0993, s1.loss_mask: 0.1866, s2.loss_cls: 0.0722, s2.acc: 93.0467, s2.loss_bbox: 0.0311, s2.loss_mask: 0.0861, loss: 1.8590 +2025-06-18 20:04:21,162 - mmdet - INFO - Epoch [1][1650/7330] lr: 3.000e-04, eta: 3 days, 7:07:31, time: 1.030, data_time: 0.030, memory: 20044, loss_rpn_cls: 0.0986, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3910, s0.acc: 91.1741, s0.loss_bbox: 0.2678, s0.loss_mask: 0.4008, s1.loss_cls: 0.1713, s1.acc: 91.9172, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1858, s2.loss_cls: 0.0713, s2.acc: 93.0894, s2.loss_bbox: 0.0306, s2.loss_mask: 0.0857, loss: 1.8427 +2025-06-18 20:05:13,191 - mmdet - INFO - Epoch [1][1700/7330] lr: 3.000e-04, eta: 3 days, 7:00:50, time: 1.041, data_time: 0.028, memory: 20044, loss_rpn_cls: 0.1025, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.4019, s0.acc: 91.0105, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3963, s1.loss_cls: 0.1750, s1.acc: 91.7469, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1834, s2.loss_cls: 0.0734, s2.acc: 92.8713, s2.loss_bbox: 0.0319, s2.loss_mask: 0.0841, loss: 1.8622 +2025-06-18 20:06:05,956 - mmdet - INFO - Epoch [1][1750/7330] lr: 3.000e-04, eta: 3 days, 6:56:12, time: 1.055, data_time: 0.024, memory: 20044, loss_rpn_cls: 0.0983, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.4086, s0.acc: 90.8181, s0.loss_bbox: 0.2807, s0.loss_mask: 0.3954, s1.loss_cls: 0.1788, s1.acc: 91.6249, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1835, s2.loss_cls: 0.0748, s2.acc: 92.7230, s2.loss_bbox: 0.0333, s2.loss_mask: 0.0849, loss: 1.8840 +2025-06-18 20:07:15,087 - mmdet - INFO - Epoch [1][1800/7330] lr: 3.000e-04, eta: 3 days, 7:31:32, time: 1.383, data_time: 0.024, memory: 20044, loss_rpn_cls: 0.1055, loss_rpn_bbox: 0.0424, s0.loss_cls: 0.3964, s0.acc: 91.0427, s0.loss_bbox: 0.2723, s0.loss_mask: 0.3995, s1.loss_cls: 0.1729, s1.acc: 91.7262, s1.loss_bbox: 0.0998, s1.loss_mask: 0.1849, s2.loss_cls: 0.0717, s2.acc: 92.9869, s2.loss_bbox: 0.0307, s2.loss_mask: 0.0854, loss: 1.8615 +2025-06-18 20:08:07,093 - mmdet - INFO - Epoch [1][1850/7330] lr: 3.000e-04, eta: 3 days, 7:24:26, time: 1.040, data_time: 0.029, memory: 20044, loss_rpn_cls: 0.1040, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.4101, s0.acc: 90.7896, s0.loss_bbox: 0.2778, s0.loss_mask: 0.3955, s1.loss_cls: 0.1778, s1.acc: 91.5979, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1847, s2.loss_cls: 0.0743, s2.acc: 92.8967, s2.loss_bbox: 0.0318, s2.loss_mask: 0.0866, loss: 1.8855 +2025-06-18 20:08:58,758 - mmdet - INFO - Epoch [1][1900/7330] lr: 3.000e-04, eta: 3 days, 7:16:50, time: 1.033, data_time: 0.023, memory: 20044, loss_rpn_cls: 0.1010, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3937, s0.acc: 91.0066, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3958, s1.loss_cls: 0.1727, s1.acc: 91.8465, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1841, s2.loss_cls: 0.0727, s2.acc: 92.9737, s2.loss_bbox: 0.0321, s2.loss_mask: 0.0853, loss: 1.8492 +2025-06-18 20:09:50,151 - mmdet - INFO - Epoch [1][1950/7330] lr: 3.000e-04, eta: 3 days, 7:09:06, time: 1.028, data_time: 0.026, memory: 20044, loss_rpn_cls: 0.0992, loss_rpn_bbox: 0.0427, s0.loss_cls: 0.3865, s0.acc: 91.0559, s0.loss_bbox: 0.2779, s0.loss_mask: 0.3902, s1.loss_cls: 0.1703, s1.acc: 91.7677, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1825, s2.loss_cls: 0.0727, s2.acc: 92.7779, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0850, loss: 1.8444 +2025-06-18 20:10:42,223 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 20:10:42,223 - mmdet - INFO - Epoch [1][2000/7330] lr: 3.000e-04, eta: 3 days, 7:03:09, time: 1.042, data_time: 0.025, memory: 20044, loss_rpn_cls: 0.1016, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3985, s0.acc: 90.9578, s0.loss_bbox: 0.2747, s0.loss_mask: 0.3909, s1.loss_cls: 0.1749, s1.acc: 91.6195, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1821, s2.loss_cls: 0.0736, s2.acc: 92.7656, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0843, loss: 1.8598 +2025-06-18 20:11:33,813 - mmdet - INFO - Epoch [1][2050/7330] lr: 3.000e-04, eta: 3 days, 6:56:19, time: 1.031, data_time: 0.024, memory: 20044, loss_rpn_cls: 0.0973, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.3743, s0.acc: 91.2588, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3980, s1.loss_cls: 0.1662, s1.acc: 91.9512, s1.loss_bbox: 0.1008, s1.loss_mask: 0.1838, s2.loss_cls: 0.0703, s2.acc: 93.0504, s2.loss_bbox: 0.0319, s2.loss_mask: 0.0842, loss: 1.8185 +2025-06-18 20:12:25,221 - mmdet - INFO - Epoch [1][2100/7330] lr: 3.000e-04, eta: 3 days, 6:49:32, time: 1.029, data_time: 0.022, memory: 20044, loss_rpn_cls: 0.0923, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3686, s0.acc: 91.5146, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3805, s1.loss_cls: 0.1609, s1.acc: 92.2123, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1757, s2.loss_cls: 0.0675, s2.acc: 93.2907, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0806, loss: 1.7540 +2025-06-18 20:13:37,359 - mmdet - INFO - Epoch [1][2150/7330] lr: 3.000e-04, eta: 3 days, 7:25:02, time: 1.443, data_time: 0.024, memory: 20044, loss_rpn_cls: 0.0984, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3617, s0.acc: 91.5337, s0.loss_bbox: 0.2580, s0.loss_mask: 0.3849, s1.loss_cls: 0.1601, s1.acc: 92.1931, s1.loss_bbox: 0.0989, s1.loss_mask: 0.1804, s2.loss_cls: 0.0687, s2.acc: 93.1684, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0833, loss: 1.7662 +2025-06-18 20:14:28,960 - mmdet - INFO - Epoch [1][2200/7330] lr: 3.000e-04, eta: 3 days, 7:18:07, time: 1.032, data_time: 0.028, memory: 20044, loss_rpn_cls: 0.0942, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.3848, s0.acc: 91.1604, s0.loss_bbox: 0.2639, s0.loss_mask: 0.3841, s1.loss_cls: 0.1692, s1.acc: 91.8216, s1.loss_bbox: 0.0999, s1.loss_mask: 0.1772, s2.loss_cls: 0.0720, s2.acc: 92.7501, s2.loss_bbox: 0.0322, s2.loss_mask: 0.0825, loss: 1.8006 +2025-06-18 20:15:20,764 - mmdet - INFO - Epoch [1][2250/7330] lr: 3.000e-04, eta: 3 days, 7:11:54, time: 1.036, data_time: 0.024, memory: 20044, loss_rpn_cls: 0.0929, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.3624, s0.acc: 91.5559, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3816, s1.loss_cls: 0.1600, s1.acc: 92.1720, s1.loss_bbox: 0.0987, s1.loss_mask: 0.1763, s2.loss_cls: 0.0678, s2.acc: 93.2123, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0820, loss: 1.7509 +2025-06-18 20:16:13,124 - mmdet - INFO - Epoch [1][2300/7330] lr: 3.000e-04, eta: 3 days, 7:06:50, time: 1.046, data_time: 0.022, memory: 20044, loss_rpn_cls: 0.1018, loss_rpn_bbox: 0.0430, s0.loss_cls: 0.3725, s0.acc: 91.2439, s0.loss_bbox: 0.2746, s0.loss_mask: 0.3898, s1.loss_cls: 0.1617, s1.acc: 92.1449, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1803, s2.loss_cls: 0.0689, s2.acc: 93.1491, s2.loss_bbox: 0.0330, s2.loss_mask: 0.0832, loss: 1.8120 +2025-06-18 20:17:04,075 - mmdet - INFO - Epoch [1][2350/7330] lr: 3.000e-04, eta: 3 days, 6:59:35, time: 1.020, data_time: 0.023, memory: 20044, loss_rpn_cls: 0.0952, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3784, s0.acc: 91.2925, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3809, s1.loss_cls: 0.1655, s1.acc: 91.9478, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1749, s2.loss_cls: 0.0703, s2.acc: 93.0468, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0806, loss: 1.7752 +2025-06-18 20:17:55,826 - mmdet - INFO - Epoch [1][2400/7330] lr: 3.000e-04, eta: 3 days, 6:53:54, time: 1.035, data_time: 0.023, memory: 20044, loss_rpn_cls: 0.0985, loss_rpn_bbox: 0.0419, s0.loss_cls: 0.3644, s0.acc: 91.5339, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3841, s1.loss_cls: 0.1600, s1.acc: 92.0741, s1.loss_bbox: 0.0978, s1.loss_mask: 0.1772, s2.loss_cls: 0.0681, s2.acc: 93.1855, s2.loss_bbox: 0.0312, s2.loss_mask: 0.0822, loss: 1.7662 +2025-06-18 20:18:59,848 - mmdet - INFO - Epoch [1][2450/7330] lr: 3.000e-04, eta: 3 days, 7:10:13, time: 1.280, data_time: 0.025, memory: 20044, loss_rpn_cls: 0.0955, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.3734, s0.acc: 91.2065, s0.loss_bbox: 0.2727, s0.loss_mask: 0.3821, s1.loss_cls: 0.1631, s1.acc: 91.9120, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1764, s2.loss_cls: 0.0703, s2.acc: 92.8645, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0821, loss: 1.7941 +2025-06-18 20:19:51,548 - mmdet - INFO - Epoch [1][2500/7330] lr: 3.000e-04, eta: 3 days, 7:04:28, time: 1.035, data_time: 0.019, memory: 20044, loss_rpn_cls: 0.0969, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3542, s0.acc: 91.6184, s0.loss_bbox: 0.2566, s0.loss_mask: 0.3682, s1.loss_cls: 0.1568, s1.acc: 92.2365, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1716, s2.loss_cls: 0.0672, s2.acc: 93.2243, s2.loss_bbox: 0.0334, s2.loss_mask: 0.0794, loss: 1.7235 +2025-06-18 20:20:43,144 - mmdet - INFO - Epoch [1][2550/7330] lr: 3.000e-04, eta: 3 days, 6:58:41, time: 1.032, data_time: 0.024, memory: 20210, loss_rpn_cls: 0.0991, loss_rpn_bbox: 0.0414, s0.loss_cls: 0.3601, s0.acc: 91.3652, s0.loss_bbox: 0.2683, s0.loss_mask: 0.3898, s1.loss_cls: 0.1587, s1.acc: 92.0484, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1816, s2.loss_cls: 0.0674, s2.acc: 93.1257, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0837, loss: 1.7852 +2025-06-18 20:21:34,524 - mmdet - INFO - Epoch [1][2600/7330] lr: 3.000e-04, eta: 3 days, 6:52:43, time: 1.028, data_time: 0.025, memory: 20210, loss_rpn_cls: 0.0935, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3624, s0.acc: 91.4485, s0.loss_bbox: 0.2666, s0.loss_mask: 0.3729, s1.loss_cls: 0.1595, s1.acc: 92.1108, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1739, s2.loss_cls: 0.0682, s2.acc: 93.0899, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0804, loss: 1.7511 +2025-06-18 20:22:26,233 - mmdet - INFO - Epoch [1][2650/7330] lr: 3.000e-04, eta: 3 days, 6:47:29, time: 1.034, data_time: 0.026, memory: 20210, loss_rpn_cls: 0.0924, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3620, s0.acc: 91.3020, s0.loss_bbox: 0.2708, s0.loss_mask: 0.3697, s1.loss_cls: 0.1588, s1.acc: 92.0024, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1723, s2.loss_cls: 0.0683, s2.acc: 92.9914, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0795, loss: 1.7509 +2025-06-18 20:23:18,727 - mmdet - INFO - Epoch [1][2700/7330] lr: 3.000e-04, eta: 3 days, 6:43:41, time: 1.050, data_time: 0.028, memory: 20210, loss_rpn_cls: 0.0980, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.3646, s0.acc: 91.4053, s0.loss_bbox: 0.2658, s0.loss_mask: 0.3811, s1.loss_cls: 0.1605, s1.acc: 92.1040, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1774, s2.loss_cls: 0.0685, s2.acc: 93.1064, s2.loss_bbox: 0.0332, s2.loss_mask: 0.0817, loss: 1.7763 +2025-06-18 20:24:10,245 - mmdet - INFO - Epoch [1][2750/7330] lr: 3.000e-04, eta: 3 days, 6:38:26, time: 1.030, data_time: 0.026, memory: 20210, loss_rpn_cls: 0.0932, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3561, s0.acc: 91.5430, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3641, s1.loss_cls: 0.1584, s1.acc: 92.1495, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1692, s2.loss_cls: 0.0677, s2.acc: 93.1427, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0781, loss: 1.7212 +2025-06-18 20:25:18,528 - mmdet - INFO - Epoch [1][2800/7330] lr: 3.000e-04, eta: 3 days, 6:59:25, time: 1.366, data_time: 0.026, memory: 20210, loss_rpn_cls: 0.0906, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3549, s0.acc: 91.5793, s0.loss_bbox: 0.2614, s0.loss_mask: 0.3736, s1.loss_cls: 0.1563, s1.acc: 92.1947, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1739, s2.loss_cls: 0.0661, s2.acc: 93.1963, s2.loss_bbox: 0.0327, s2.loss_mask: 0.0797, loss: 1.7286 +2025-06-18 20:26:10,209 - mmdet - INFO - Epoch [1][2850/7330] lr: 3.000e-04, eta: 3 days, 6:54:15, time: 1.034, data_time: 0.024, memory: 20210, loss_rpn_cls: 0.0900, loss_rpn_bbox: 0.0417, s0.loss_cls: 0.3586, s0.acc: 91.2690, s0.loss_bbox: 0.2762, s0.loss_mask: 0.3739, s1.loss_cls: 0.1581, s1.acc: 91.9684, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1744, s2.loss_cls: 0.0670, s2.acc: 93.0271, s2.loss_bbox: 0.0339, s2.loss_mask: 0.0813, loss: 1.7603 +2025-06-18 20:27:02,515 - mmdet - INFO - Epoch [1][2900/7330] lr: 3.000e-04, eta: 3 days, 6:50:12, time: 1.046, data_time: 0.029, memory: 20210, loss_rpn_cls: 0.0890, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.3580, s0.acc: 91.2847, s0.loss_bbox: 0.2681, s0.loss_mask: 0.3721, s1.loss_cls: 0.1587, s1.acc: 91.9268, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1744, s2.loss_cls: 0.0682, s2.acc: 92.9518, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0808, loss: 1.7487 +2025-06-18 20:27:54,460 - mmdet - INFO - Epoch [1][2950/7330] lr: 3.000e-04, eta: 3 days, 6:45:42, time: 1.039, data_time: 0.021, memory: 20210, loss_rpn_cls: 0.0904, loss_rpn_bbox: 0.0400, s0.loss_cls: 0.3593, s0.acc: 91.4360, s0.loss_bbox: 0.2671, s0.loss_mask: 0.3692, s1.loss_cls: 0.1613, s1.acc: 92.0068, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1716, s2.loss_cls: 0.0691, s2.acc: 92.9030, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0798, loss: 1.7472 +2025-06-18 20:28:46,112 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 20:28:46,112 - mmdet - INFO - Epoch [1][3000/7330] lr: 3.000e-04, eta: 3 days, 6:40:55, time: 1.033, data_time: 0.021, memory: 20210, loss_rpn_cls: 0.0986, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.3570, s0.acc: 91.4700, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3704, s1.loss_cls: 0.1581, s1.acc: 92.1036, s1.loss_bbox: 0.1001, s1.loss_mask: 0.1722, s2.loss_cls: 0.0682, s2.acc: 93.1382, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0790, loss: 1.7433 +2025-06-18 20:29:38,054 - mmdet - INFO - Epoch [1][3050/7330] lr: 3.000e-04, eta: 3 days, 6:36:39, time: 1.039, data_time: 0.030, memory: 20210, loss_rpn_cls: 0.0949, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.3654, s0.acc: 91.1262, s0.loss_bbox: 0.2762, s0.loss_mask: 0.3765, s1.loss_cls: 0.1622, s1.acc: 91.8163, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1747, s2.loss_cls: 0.0693, s2.acc: 92.7154, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0811, loss: 1.7845 +2025-06-18 20:30:30,706 - mmdet - INFO - Epoch [1][3100/7330] lr: 3.000e-04, eta: 3 days, 6:33:31, time: 1.053, data_time: 0.029, memory: 20210, loss_rpn_cls: 0.0934, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3655, s0.acc: 91.2419, s0.loss_bbox: 0.2705, s0.loss_mask: 0.3646, s1.loss_cls: 0.1625, s1.acc: 91.8553, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1688, s2.loss_cls: 0.0704, s2.acc: 92.7138, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0781, loss: 1.7525 +2025-06-18 20:31:40,618 - mmdet - INFO - Epoch [1][3150/7330] lr: 3.000e-04, eta: 3 days, 6:54:15, time: 1.398, data_time: 0.022, memory: 20210, loss_rpn_cls: 0.0870, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3726, s0.acc: 91.2581, s0.loss_bbox: 0.2745, s0.loss_mask: 0.3729, s1.loss_cls: 0.1632, s1.acc: 92.0368, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1715, s2.loss_cls: 0.0694, s2.acc: 92.9768, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0792, loss: 1.7709 +2025-06-18 20:32:32,384 - mmdet - INFO - Epoch [1][3200/7330] lr: 3.000e-04, eta: 3 days, 6:49:40, time: 1.035, data_time: 0.024, memory: 20210, loss_rpn_cls: 0.0967, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.3689, s0.acc: 91.4082, s0.loss_bbox: 0.2660, s0.loss_mask: 0.3684, s1.loss_cls: 0.1629, s1.acc: 92.0516, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1712, s2.loss_cls: 0.0696, s2.acc: 93.0383, s2.loss_bbox: 0.0341, s2.loss_mask: 0.0797, loss: 1.7612 +2025-06-18 20:33:24,246 - mmdet - INFO - Epoch [1][3250/7330] lr: 3.000e-04, eta: 3 days, 6:45:16, time: 1.036, data_time: 0.026, memory: 20210, loss_rpn_cls: 0.0891, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.3633, s0.acc: 91.1147, s0.loss_bbox: 0.2735, s0.loss_mask: 0.3748, s1.loss_cls: 0.1606, s1.acc: 91.7129, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1758, s2.loss_cls: 0.0689, s2.acc: 92.7184, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0811, loss: 1.7717 +2025-06-18 20:34:16,537 - mmdet - INFO - Epoch [1][3300/7330] lr: 3.000e-04, eta: 3 days, 6:41:40, time: 1.047, data_time: 0.025, memory: 20210, loss_rpn_cls: 0.0957, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.3651, s0.acc: 91.3030, s0.loss_bbox: 0.2719, s0.loss_mask: 0.3683, s1.loss_cls: 0.1632, s1.acc: 91.8920, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1726, s2.loss_cls: 0.0699, s2.acc: 92.8338, s2.loss_bbox: 0.0344, s2.loss_mask: 0.0804, loss: 1.7695 +2025-06-18 20:35:07,997 - mmdet - INFO - Epoch [1][3350/7330] lr: 3.000e-04, eta: 3 days, 6:36:59, time: 1.029, data_time: 0.022, memory: 20210, loss_rpn_cls: 0.0947, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.3579, s0.acc: 91.4954, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3709, s1.loss_cls: 0.1571, s1.acc: 92.1015, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1734, s2.loss_cls: 0.0674, s2.acc: 93.0129, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0806, loss: 1.7392 +2025-06-18 20:36:00,184 - mmdet - INFO - Epoch [1][3400/7330] lr: 3.000e-04, eta: 3 days, 6:33:19, time: 1.043, data_time: 0.028, memory: 20210, loss_rpn_cls: 0.0951, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.3627, s0.acc: 91.0747, s0.loss_bbox: 0.2792, s0.loss_mask: 0.3652, s1.loss_cls: 0.1610, s1.acc: 91.6951, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1720, s2.loss_cls: 0.0696, s2.acc: 92.5373, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0794, loss: 1.7715 +2025-06-18 20:37:09,525 - mmdet - INFO - Epoch [1][3450/7330] lr: 3.000e-04, eta: 3 days, 6:51:25, time: 1.388, data_time: 0.025, memory: 20210, loss_rpn_cls: 0.0903, loss_rpn_bbox: 0.0427, s0.loss_cls: 0.3630, s0.acc: 91.1648, s0.loss_bbox: 0.2772, s0.loss_mask: 0.3661, s1.loss_cls: 0.1604, s1.acc: 91.8200, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1690, s2.loss_cls: 0.0694, s2.acc: 92.6787, s2.loss_bbox: 0.0353, s2.loss_mask: 0.0781, loss: 1.7589 +2025-06-18 20:38:02,029 - mmdet - INFO - Epoch [1][3500/7330] lr: 3.000e-04, eta: 3 days, 6:48:01, time: 1.050, data_time: 0.026, memory: 20210, loss_rpn_cls: 0.0912, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.3561, s0.acc: 91.3279, s0.loss_bbox: 0.2744, s0.loss_mask: 0.3613, s1.loss_cls: 0.1588, s1.acc: 91.9258, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1690, s2.loss_cls: 0.0682, s2.acc: 92.8269, s2.loss_bbox: 0.0355, s2.loss_mask: 0.0782, loss: 1.7412 +2025-06-18 20:38:54,126 - mmdet - INFO - Epoch [1][3550/7330] lr: 3.000e-04, eta: 3 days, 6:44:12, time: 1.042, data_time: 0.027, memory: 20210, loss_rpn_cls: 0.0862, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3603, s0.acc: 91.1599, s0.loss_bbox: 0.2740, s0.loss_mask: 0.3662, s1.loss_cls: 0.1595, s1.acc: 91.7705, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1701, s2.loss_cls: 0.0693, s2.acc: 92.6786, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0786, loss: 1.7484 +2025-06-18 20:39:47,047 - mmdet - INFO - Epoch [1][3600/7330] lr: 3.000e-04, eta: 3 days, 6:41:28, time: 1.058, data_time: 0.024, memory: 20210, loss_rpn_cls: 0.0930, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3525, s0.acc: 91.2285, s0.loss_bbox: 0.2774, s0.loss_mask: 0.3634, s1.loss_cls: 0.1573, s1.acc: 91.8510, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1694, s2.loss_cls: 0.0679, s2.acc: 92.8101, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0784, loss: 1.7440 +2025-06-18 20:40:39,294 - mmdet - INFO - Epoch [1][3650/7330] lr: 3.000e-04, eta: 3 days, 6:37:59, time: 1.045, data_time: 0.025, memory: 20210, loss_rpn_cls: 0.0921, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.3756, s0.acc: 90.9656, s0.loss_bbox: 0.2846, s0.loss_mask: 0.3620, s1.loss_cls: 0.1660, s1.acc: 91.6147, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1683, s2.loss_cls: 0.0706, s2.acc: 92.6740, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0780, loss: 1.7849 +2025-06-18 20:41:31,803 - mmdet - INFO - Epoch [1][3700/7330] lr: 3.000e-04, eta: 3 days, 6:34:52, time: 1.050, data_time: 0.023, memory: 20210, loss_rpn_cls: 0.0897, loss_rpn_bbox: 0.0423, s0.loss_cls: 0.3567, s0.acc: 91.1926, s0.loss_bbox: 0.2788, s0.loss_mask: 0.3600, s1.loss_cls: 0.1598, s1.acc: 91.6414, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1677, s2.loss_cls: 0.0691, s2.acc: 92.6177, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0776, loss: 1.7481 +2025-06-18 20:42:24,796 - mmdet - INFO - Epoch [1][3750/7330] lr: 3.000e-04, eta: 3 days, 6:32:21, time: 1.059, data_time: 0.024, memory: 20210, loss_rpn_cls: 0.0943, loss_rpn_bbox: 0.0435, s0.loss_cls: 0.3769, s0.acc: 90.7957, s0.loss_bbox: 0.2908, s0.loss_mask: 0.3697, s1.loss_cls: 0.1676, s1.acc: 91.4580, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1724, s2.loss_cls: 0.0720, s2.acc: 92.3916, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0791, loss: 1.8163 +2025-06-18 20:43:35,848 - mmdet - INFO - Epoch [1][3800/7330] lr: 3.000e-04, eta: 3 days, 6:50:30, time: 1.421, data_time: 0.027, memory: 20210, loss_rpn_cls: 0.0869, loss_rpn_bbox: 0.0403, s0.loss_cls: 0.3618, s0.acc: 91.2197, s0.loss_bbox: 0.2722, s0.loss_mask: 0.3603, s1.loss_cls: 0.1615, s1.acc: 91.7580, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1675, s2.loss_cls: 0.0689, s2.acc: 92.7249, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0772, loss: 1.7384 +2025-06-18 20:44:28,699 - mmdet - INFO - Epoch [1][3850/7330] lr: 3.000e-04, eta: 3 days, 6:47:40, time: 1.057, data_time: 0.030, memory: 20210, loss_rpn_cls: 0.0931, loss_rpn_bbox: 0.0413, s0.loss_cls: 0.3504, s0.acc: 91.4780, s0.loss_bbox: 0.2691, s0.loss_mask: 0.3640, s1.loss_cls: 0.1569, s1.acc: 92.0478, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1716, s2.loss_cls: 0.0675, s2.acc: 92.9073, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0799, loss: 1.7335 +2025-06-18 20:45:21,162 - mmdet - INFO - Epoch [1][3900/7330] lr: 3.000e-04, eta: 3 days, 6:44:27, time: 1.049, data_time: 0.022, memory: 20210, loss_rpn_cls: 0.0856, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3566, s0.acc: 91.1272, s0.loss_bbox: 0.2835, s0.loss_mask: 0.3637, s1.loss_cls: 0.1581, s1.acc: 91.7066, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1698, s2.loss_cls: 0.0680, s2.acc: 92.6923, s2.loss_bbox: 0.0367, s2.loss_mask: 0.0783, loss: 1.7499 +2025-06-18 20:46:13,736 - mmdet - INFO - Epoch [1][3950/7330] lr: 3.000e-04, eta: 3 days, 6:41:24, time: 1.051, data_time: 0.022, memory: 20210, loss_rpn_cls: 0.0819, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3467, s0.acc: 91.5908, s0.loss_bbox: 0.2665, s0.loss_mask: 0.3569, s1.loss_cls: 0.1534, s1.acc: 92.2769, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1646, s2.loss_cls: 0.0662, s2.acc: 93.1787, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0755, loss: 1.6889 +2025-06-18 20:47:06,111 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 20:47:06,112 - mmdet - INFO - Epoch [1][4000/7330] lr: 3.000e-04, eta: 3 days, 6:38:10, time: 1.047, data_time: 0.021, memory: 20210, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3474, s0.acc: 91.5479, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3555, s1.loss_cls: 0.1543, s1.acc: 92.1430, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1644, s2.loss_cls: 0.0664, s2.acc: 93.0569, s2.loss_bbox: 0.0342, s2.loss_mask: 0.0762, loss: 1.6893 +2025-06-18 20:47:58,278 - mmdet - INFO - Epoch [1][4050/7330] lr: 3.000e-04, eta: 3 days, 6:34:51, time: 1.044, data_time: 0.026, memory: 20210, loss_rpn_cls: 0.0800, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3387, s0.acc: 91.5869, s0.loss_bbox: 0.2668, s0.loss_mask: 0.3562, s1.loss_cls: 0.1505, s1.acc: 92.2343, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1662, s2.loss_cls: 0.0653, s2.acc: 93.0868, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0764, loss: 1.6782 +2025-06-18 20:48:50,356 - mmdet - INFO - Epoch [1][4100/7330] lr: 3.000e-04, eta: 3 days, 6:31:27, time: 1.042, data_time: 0.024, memory: 20210, loss_rpn_cls: 0.0899, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3332, s0.acc: 91.7346, s0.loss_bbox: 0.2572, s0.loss_mask: 0.3572, s1.loss_cls: 0.1493, s1.acc: 92.2061, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1655, s2.loss_cls: 0.0643, s2.acc: 93.0962, s2.loss_bbox: 0.0331, s2.loss_mask: 0.0766, loss: 1.6666 +2025-06-18 20:50:00,906 - mmdet - INFO - Epoch [1][4150/7330] lr: 3.000e-04, eta: 3 days, 6:47:21, time: 1.411, data_time: 0.027, memory: 20210, loss_rpn_cls: 0.0915, loss_rpn_bbox: 0.0426, s0.loss_cls: 0.3432, s0.acc: 91.3733, s0.loss_bbox: 0.2675, s0.loss_mask: 0.3647, s1.loss_cls: 0.1532, s1.acc: 91.9518, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1710, s2.loss_cls: 0.0669, s2.acc: 92.8322, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0794, loss: 1.7203 +2025-06-18 20:50:52,807 - mmdet - INFO - Epoch [1][4200/7330] lr: 3.000e-04, eta: 3 days, 6:43:41, time: 1.038, data_time: 0.022, memory: 20210, loss_rpn_cls: 0.0904, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3307, s0.acc: 91.7820, s0.loss_bbox: 0.2594, s0.loss_mask: 0.3500, s1.loss_cls: 0.1467, s1.acc: 92.3726, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1637, s2.loss_cls: 0.0639, s2.acc: 93.2562, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0756, loss: 1.6576 +2025-06-18 20:51:45,374 - mmdet - INFO - Epoch [1][4250/7330] lr: 3.000e-04, eta: 3 days, 6:40:44, time: 1.051, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0850, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.3453, s0.acc: 91.3945, s0.loss_bbox: 0.2695, s0.loss_mask: 0.3527, s1.loss_cls: 0.1539, s1.acc: 91.9798, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1646, s2.loss_cls: 0.0665, s2.acc: 92.8850, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0763, loss: 1.6987 +2025-06-18 20:52:37,641 - mmdet - INFO - Epoch [1][4300/7330] lr: 3.000e-04, eta: 3 days, 6:37:32, time: 1.045, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0905, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.3482, s0.acc: 91.1650, s0.loss_bbox: 0.2830, s0.loss_mask: 0.3582, s1.loss_cls: 0.1548, s1.acc: 91.7805, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1658, s2.loss_cls: 0.0672, s2.acc: 92.6051, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0763, loss: 1.7337 +2025-06-18 20:53:29,586 - mmdet - INFO - Epoch [1][4350/7330] lr: 3.000e-04, eta: 3 days, 6:34:03, time: 1.039, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0840, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.3300, s0.acc: 91.8755, s0.loss_bbox: 0.2556, s0.loss_mask: 0.3524, s1.loss_cls: 0.1495, s1.acc: 92.4208, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1657, s2.loss_cls: 0.0654, s2.acc: 93.0783, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0766, loss: 1.6539 +2025-06-18 20:54:21,546 - mmdet - INFO - Epoch [1][4400/7330] lr: 3.000e-04, eta: 3 days, 6:30:39, time: 1.039, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0861, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3484, s0.acc: 91.4805, s0.loss_bbox: 0.2669, s0.loss_mask: 0.3629, s1.loss_cls: 0.1551, s1.acc: 92.1124, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1675, s2.loss_cls: 0.0669, s2.acc: 93.0037, s2.loss_bbox: 0.0352, s2.loss_mask: 0.0772, loss: 1.7095 +2025-06-18 20:55:32,977 - mmdet - INFO - Epoch [1][4450/7330] lr: 3.000e-04, eta: 3 days, 6:46:14, time: 1.429, data_time: 0.027, memory: 21122, loss_rpn_cls: 0.0910, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3458, s0.acc: 91.4170, s0.loss_bbox: 0.2689, s0.loss_mask: 0.3477, s1.loss_cls: 0.1545, s1.acc: 92.0204, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1620, s2.loss_cls: 0.0677, s2.acc: 92.9077, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0749, loss: 1.6946 +2025-06-18 20:56:25,083 - mmdet - INFO - Epoch [1][4500/7330] lr: 3.000e-04, eta: 3 days, 6:42:53, time: 1.042, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0862, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3288, s0.acc: 91.7644, s0.loss_bbox: 0.2631, s0.loss_mask: 0.3441, s1.loss_cls: 0.1463, s1.acc: 92.3074, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1612, s2.loss_cls: 0.0645, s2.acc: 93.0418, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0742, loss: 1.6469 +2025-06-18 20:57:16,436 - mmdet - INFO - Epoch [1][4550/7330] lr: 3.000e-04, eta: 3 days, 6:38:51, time: 1.027, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0868, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.3189, s0.acc: 91.9287, s0.loss_bbox: 0.2527, s0.loss_mask: 0.3515, s1.loss_cls: 0.1427, s1.acc: 92.4605, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1648, s2.loss_cls: 0.0621, s2.acc: 93.2874, s2.loss_bbox: 0.0338, s2.loss_mask: 0.0762, loss: 1.6290 +2025-06-18 20:58:08,333 - mmdet - INFO - Epoch [1][4600/7330] lr: 3.000e-04, eta: 3 days, 6:35:25, time: 1.038, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0821, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3190, s0.acc: 92.1873, s0.loss_bbox: 0.2452, s0.loss_mask: 0.3505, s1.loss_cls: 0.1418, s1.acc: 92.7230, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1620, s2.loss_cls: 0.0630, s2.acc: 93.3638, s2.loss_bbox: 0.0336, s2.loss_mask: 0.0755, loss: 1.6060 +2025-06-18 20:59:00,233 - mmdet - INFO - Epoch [1][4650/7330] lr: 3.000e-04, eta: 3 days, 6:32:02, time: 1.038, data_time: 0.025, memory: 21122, loss_rpn_cls: 0.0873, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.3281, s0.acc: 91.6047, s0.loss_bbox: 0.2658, s0.loss_mask: 0.3535, s1.loss_cls: 0.1464, s1.acc: 92.1769, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1667, s2.loss_cls: 0.0645, s2.acc: 92.9707, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0769, loss: 1.6700 +2025-06-18 20:59:52,081 - mmdet - INFO - Epoch [1][4700/7330] lr: 3.000e-04, eta: 3 days, 6:28:40, time: 1.037, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0843, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3360, s0.acc: 91.5830, s0.loss_bbox: 0.2656, s0.loss_mask: 0.3514, s1.loss_cls: 0.1488, s1.acc: 92.2487, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1623, s2.loss_cls: 0.0642, s2.acc: 93.1516, s2.loss_bbox: 0.0349, s2.loss_mask: 0.0746, loss: 1.6634 +2025-06-18 21:00:45,022 - mmdet - INFO - Epoch [1][4750/7330] lr: 3.000e-04, eta: 3 days, 6:26:20, time: 1.059, data_time: 0.026, memory: 21122, loss_rpn_cls: 0.0870, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3509, s0.acc: 91.2612, s0.loss_bbox: 0.2768, s0.loss_mask: 0.3472, s1.loss_cls: 0.1574, s1.acc: 91.8543, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1615, s2.loss_cls: 0.0688, s2.acc: 92.7240, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0738, loss: 1.7112 +2025-06-18 21:01:54,504 - mmdet - INFO - Epoch [1][4800/7330] lr: 3.000e-04, eta: 3 days, 6:38:55, time: 1.390, data_time: 0.022, memory: 21122, loss_rpn_cls: 0.0864, loss_rpn_bbox: 0.0412, s0.loss_cls: 0.3228, s0.acc: 91.8696, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3525, s1.loss_cls: 0.1445, s1.acc: 92.4028, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1643, s2.loss_cls: 0.0630, s2.acc: 93.1710, s2.loss_bbox: 0.0348, s2.loss_mask: 0.0760, loss: 1.6466 +2025-06-18 21:02:46,847 - mmdet - INFO - Epoch [1][4850/7330] lr: 3.000e-04, eta: 3 days, 6:35:57, time: 1.047, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.3412, s0.acc: 91.3333, s0.loss_bbox: 0.2722, s0.loss_mask: 0.3484, s1.loss_cls: 0.1513, s1.acc: 92.0276, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1616, s2.loss_cls: 0.0660, s2.acc: 92.9351, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0746, loss: 1.6826 +2025-06-18 21:03:38,692 - mmdet - INFO - Epoch [1][4900/7330] lr: 3.000e-04, eta: 3 days, 6:32:36, time: 1.037, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0872, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3385, s0.acc: 91.4968, s0.loss_bbox: 0.2688, s0.loss_mask: 0.3537, s1.loss_cls: 0.1517, s1.acc: 91.9570, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1647, s2.loss_cls: 0.0665, s2.acc: 92.8423, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0766, loss: 1.6921 +2025-06-18 21:04:31,444 - mmdet - INFO - Epoch [1][4950/7330] lr: 3.000e-04, eta: 3 days, 6:30:05, time: 1.055, data_time: 0.026, memory: 21122, loss_rpn_cls: 0.0871, loss_rpn_bbox: 0.0421, s0.loss_cls: 0.3359, s0.acc: 91.3630, s0.loss_bbox: 0.2706, s0.loss_mask: 0.3500, s1.loss_cls: 0.1519, s1.acc: 91.8681, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1654, s2.loss_cls: 0.0674, s2.acc: 92.6104, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0764, loss: 1.6930 +2025-06-18 21:05:23,084 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 21:05:23,084 - mmdet - INFO - Epoch [1][5000/7330] lr: 3.000e-04, eta: 3 days, 6:26:39, time: 1.033, data_time: 0.022, memory: 21122, loss_rpn_cls: 0.0815, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3274, s0.acc: 91.8625, s0.loss_bbox: 0.2531, s0.loss_mask: 0.3464, s1.loss_cls: 0.1457, s1.acc: 92.4837, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1619, s2.loss_cls: 0.0642, s2.acc: 93.2693, s2.loss_bbox: 0.0350, s2.loss_mask: 0.0747, loss: 1.6287 +2025-06-18 21:06:15,731 - mmdet - INFO - Epoch [1][5050/7330] lr: 3.000e-04, eta: 3 days, 6:24:06, time: 1.052, data_time: 0.028, memory: 21122, loss_rpn_cls: 0.0892, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3410, s0.acc: 91.3696, s0.loss_bbox: 0.2749, s0.loss_mask: 0.3456, s1.loss_cls: 0.1529, s1.acc: 91.9494, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1609, s2.loss_cls: 0.0670, s2.acc: 92.7652, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0746, loss: 1.6925 +2025-06-18 21:07:07,206 - mmdet - INFO - Epoch [1][5100/7330] lr: 3.000e-04, eta: 3 days, 6:20:38, time: 1.030, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3384, s0.acc: 91.5486, s0.loss_bbox: 0.2620, s0.loss_mask: 0.3488, s1.loss_cls: 0.1526, s1.acc: 92.0515, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1617, s2.loss_cls: 0.0663, s2.acc: 92.8178, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0741, loss: 1.6566 +2025-06-18 21:08:18,043 - mmdet - INFO - Epoch [1][5150/7330] lr: 3.000e-04, eta: 3 days, 6:33:24, time: 1.417, data_time: 0.025, memory: 21122, loss_rpn_cls: 0.0851, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3273, s0.acc: 91.6736, s0.loss_bbox: 0.2697, s0.loss_mask: 0.3502, s1.loss_cls: 0.1445, s1.acc: 92.3049, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1637, s2.loss_cls: 0.0631, s2.acc: 93.1424, s2.loss_bbox: 0.0354, s2.loss_mask: 0.0750, loss: 1.6583 +2025-06-18 21:09:10,587 - mmdet - INFO - Epoch [1][5200/7330] lr: 3.000e-04, eta: 3 days, 6:30:45, time: 1.051, data_time: 0.029, memory: 21122, loss_rpn_cls: 0.0906, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.3516, s0.acc: 91.1887, s0.loss_bbox: 0.2783, s0.loss_mask: 0.3468, s1.loss_cls: 0.1574, s1.acc: 91.7929, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1641, s2.loss_cls: 0.0690, s2.acc: 92.6101, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0768, loss: 1.7254 +2025-06-18 21:10:03,504 - mmdet - INFO - Epoch [1][5250/7330] lr: 3.000e-04, eta: 3 days, 6:28:26, time: 1.058, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0891, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3592, s0.acc: 90.8879, s0.loss_bbox: 0.2843, s0.loss_mask: 0.3544, s1.loss_cls: 0.1591, s1.acc: 91.6131, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1646, s2.loss_cls: 0.0693, s2.acc: 92.4765, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0761, loss: 1.7471 +2025-06-18 21:10:56,116 - mmdet - INFO - Epoch [1][5300/7330] lr: 3.000e-04, eta: 3 days, 6:25:52, time: 1.052, data_time: 0.026, memory: 21122, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3398, s0.acc: 91.3096, s0.loss_bbox: 0.2814, s0.loss_mask: 0.3572, s1.loss_cls: 0.1525, s1.acc: 91.8341, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1668, s2.loss_cls: 0.0673, s2.acc: 92.6951, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0768, loss: 1.7114 +2025-06-18 21:11:48,893 - mmdet - INFO - Epoch [1][5350/7330] lr: 3.000e-04, eta: 3 days, 6:23:29, time: 1.055, data_time: 0.027, memory: 21122, loss_rpn_cls: 0.0801, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3509, s0.acc: 91.0457, s0.loss_bbox: 0.2835, s0.loss_mask: 0.3479, s1.loss_cls: 0.1575, s1.acc: 91.5626, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1622, s2.loss_cls: 0.0686, s2.acc: 92.4691, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0748, loss: 1.7146 +2025-06-18 21:12:42,160 - mmdet - INFO - Epoch [1][5400/7330] lr: 3.000e-04, eta: 3 days, 6:21:33, time: 1.066, data_time: 0.022, memory: 21122, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.3403, s0.acc: 91.4067, s0.loss_bbox: 0.2711, s0.loss_mask: 0.3471, s1.loss_cls: 0.1537, s1.acc: 91.9773, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1604, s2.loss_cls: 0.0677, s2.acc: 92.6920, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0741, loss: 1.6776 +2025-06-18 21:13:34,871 - mmdet - INFO - Epoch [1][5450/7330] lr: 3.000e-04, eta: 3 days, 6:19:09, time: 1.053, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3276, s0.acc: 91.6665, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3417, s1.loss_cls: 0.1455, s1.acc: 92.2881, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1591, s2.loss_cls: 0.0646, s2.acc: 92.9487, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0744, loss: 1.6515 +2025-06-18 21:14:45,437 - mmdet - INFO - Epoch [1][5500/7330] lr: 3.000e-04, eta: 3 days, 6:30:49, time: 1.412, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0824, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.3226, s0.acc: 91.7629, s0.loss_bbox: 0.2655, s0.loss_mask: 0.3497, s1.loss_cls: 0.1441, s1.acc: 92.3455, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1608, s2.loss_cls: 0.0631, s2.acc: 93.0518, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0740, loss: 1.6442 +2025-06-18 21:15:37,512 - mmdet - INFO - Epoch [1][5550/7330] lr: 3.000e-04, eta: 3 days, 6:27:52, time: 1.041, data_time: 0.022, memory: 21122, loss_rpn_cls: 0.0810, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3310, s0.acc: 91.4717, s0.loss_bbox: 0.2725, s0.loss_mask: 0.3434, s1.loss_cls: 0.1484, s1.acc: 92.0561, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1590, s2.loss_cls: 0.0655, s2.acc: 92.7403, s2.loss_bbox: 0.0364, s2.loss_mask: 0.0729, loss: 1.6565 +2025-06-18 21:16:30,209 - mmdet - INFO - Epoch [1][5600/7330] lr: 3.000e-04, eta: 3 days, 6:25:26, time: 1.054, data_time: 0.021, memory: 21122, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3198, s0.acc: 91.8218, s0.loss_bbox: 0.2584, s0.loss_mask: 0.3353, s1.loss_cls: 0.1439, s1.acc: 92.3420, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1573, s2.loss_cls: 0.0634, s2.acc: 93.1034, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0722, loss: 1.6103 +2025-06-18 21:17:22,786 - mmdet - INFO - Epoch [1][5650/7330] lr: 3.000e-04, eta: 3 days, 6:22:56, time: 1.051, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0869, loss_rpn_bbox: 0.0408, s0.loss_cls: 0.3489, s0.acc: 91.1548, s0.loss_bbox: 0.2748, s0.loss_mask: 0.3481, s1.loss_cls: 0.1584, s1.acc: 91.6213, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1613, s2.loss_cls: 0.0697, s2.acc: 92.4262, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0747, loss: 1.7114 +2025-06-18 21:18:14,276 - mmdet - INFO - Epoch [1][5700/7330] lr: 3.000e-04, eta: 3 days, 6:19:39, time: 1.030, data_time: 0.022, memory: 21122, loss_rpn_cls: 0.0840, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.3128, s0.acc: 91.8066, s0.loss_bbox: 0.2617, s0.loss_mask: 0.3328, s1.loss_cls: 0.1411, s1.acc: 92.2997, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1548, s2.loss_cls: 0.0624, s2.acc: 92.9327, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0720, loss: 1.6014 +2025-06-18 21:19:06,617 - mmdet - INFO - Epoch [1][5750/7330] lr: 3.000e-04, eta: 3 days, 6:17:01, time: 1.046, data_time: 0.024, memory: 21122, loss_rpn_cls: 0.0852, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3260, s0.acc: 91.6343, s0.loss_bbox: 0.2679, s0.loss_mask: 0.3486, s1.loss_cls: 0.1457, s1.acc: 92.2163, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1627, s2.loss_cls: 0.0634, s2.acc: 93.0435, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0756, loss: 1.6583 +2025-06-18 21:19:59,775 - mmdet - INFO - Epoch [1][5800/7330] lr: 3.000e-04, eta: 3 days, 6:15:04, time: 1.064, data_time: 0.025, memory: 21122, loss_rpn_cls: 0.0863, loss_rpn_bbox: 0.0411, s0.loss_cls: 0.3481, s0.acc: 91.0339, s0.loss_bbox: 0.2826, s0.loss_mask: 0.3436, s1.loss_cls: 0.1570, s1.acc: 91.5505, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1596, s2.loss_cls: 0.0696, s2.acc: 92.3474, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0733, loss: 1.7137 +2025-06-18 21:21:08,093 - mmdet - INFO - Epoch [1][5850/7330] lr: 3.000e-04, eta: 3 days, 6:24:16, time: 1.366, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0812, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3277, s0.acc: 91.5439, s0.loss_bbox: 0.2669, s0.loss_mask: 0.3371, s1.loss_cls: 0.1484, s1.acc: 92.0303, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1581, s2.loss_cls: 0.0654, s2.acc: 92.7540, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0722, loss: 1.6412 +2025-06-18 21:22:01,254 - mmdet - INFO - Epoch [1][5900/7330] lr: 3.000e-04, eta: 3 days, 6:22:14, time: 1.063, data_time: 0.027, memory: 21122, loss_rpn_cls: 0.0852, loss_rpn_bbox: 0.0414, s0.loss_cls: 0.3494, s0.acc: 90.9543, s0.loss_bbox: 0.2877, s0.loss_mask: 0.3502, s1.loss_cls: 0.1572, s1.acc: 91.4052, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1651, s2.loss_cls: 0.0699, s2.acc: 92.1142, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0765, loss: 1.7370 +2025-06-18 21:22:53,530 - mmdet - INFO - Epoch [1][5950/7330] lr: 3.000e-04, eta: 3 days, 6:19:35, time: 1.045, data_time: 0.022, memory: 21122, loss_rpn_cls: 0.0780, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3243, s0.acc: 91.6277, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3411, s1.loss_cls: 0.1473, s1.acc: 92.1081, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1594, s2.loss_cls: 0.0646, s2.acc: 92.9014, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0738, loss: 1.6426 +2025-06-18 21:23:46,103 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 21:23:46,103 - mmdet - INFO - Epoch [1][6000/7330] lr: 3.000e-04, eta: 3 days, 6:17:11, time: 1.052, data_time: 0.023, memory: 21122, loss_rpn_cls: 0.0792, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3263, s0.acc: 91.5547, s0.loss_bbox: 0.2667, s0.loss_mask: 0.3347, s1.loss_cls: 0.1458, s1.acc: 92.2118, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1563, s2.loss_cls: 0.0646, s2.acc: 92.8787, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0723, loss: 1.6258 +2025-06-18 21:24:38,588 - mmdet - INFO - Epoch [1][6050/7330] lr: 3.000e-04, eta: 3 days, 6:14:44, time: 1.050, data_time: 0.025, memory: 21122, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3175, s0.acc: 91.7439, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3369, s1.loss_cls: 0.1439, s1.acc: 92.1988, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1582, s2.loss_cls: 0.0632, s2.acc: 92.9697, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0724, loss: 1.6151 +2025-06-18 21:25:30,712 - mmdet - INFO - Epoch [1][6100/7330] lr: 3.000e-04, eta: 3 days, 6:12:03, time: 1.042, data_time: 0.029, memory: 21122, loss_rpn_cls: 0.0727, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3182, s0.acc: 91.8735, s0.loss_bbox: 0.2597, s0.loss_mask: 0.3337, s1.loss_cls: 0.1430, s1.acc: 92.3722, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1566, s2.loss_cls: 0.0629, s2.acc: 93.0317, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0739, loss: 1.6000 +2025-06-18 21:26:26,024 - mmdet - INFO - Epoch [1][6150/7330] lr: 3.000e-04, eta: 3 days, 6:11:38, time: 1.106, data_time: 0.027, memory: 21122, loss_rpn_cls: 0.0735, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3178, s0.acc: 91.7947, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3367, s1.loss_cls: 0.1419, s1.acc: 92.3536, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1581, s2.loss_cls: 0.0625, s2.acc: 93.0693, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0731, loss: 1.6044 +2025-06-18 21:27:34,240 - mmdet - INFO - Epoch [1][6200/7330] lr: 3.000e-04, eta: 3 days, 6:20:09, time: 1.364, data_time: 0.025, memory: 21220, loss_rpn_cls: 0.0829, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.3339, s0.acc: 91.4685, s0.loss_bbox: 0.2696, s0.loss_mask: 0.3401, s1.loss_cls: 0.1479, s1.acc: 92.0907, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1598, s2.loss_cls: 0.0652, s2.acc: 92.8519, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0747, loss: 1.6583 +2025-06-18 21:28:26,673 - mmdet - INFO - Epoch [1][6250/7330] lr: 3.000e-04, eta: 3 days, 6:17:40, time: 1.049, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3165, s0.acc: 91.7498, s0.loss_bbox: 0.2627, s0.loss_mask: 0.3403, s1.loss_cls: 0.1427, s1.acc: 92.2698, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1610, s2.loss_cls: 0.0633, s2.acc: 93.0296, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0741, loss: 1.6170 +2025-06-18 21:29:19,559 - mmdet - INFO - Epoch [1][6300/7330] lr: 3.000e-04, eta: 3 days, 6:15:31, time: 1.058, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0803, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.3336, s0.acc: 91.4485, s0.loss_bbox: 0.2740, s0.loss_mask: 0.3420, s1.loss_cls: 0.1517, s1.acc: 91.8671, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1595, s2.loss_cls: 0.0663, s2.acc: 92.7043, s2.loss_bbox: 0.0371, s2.loss_mask: 0.0738, loss: 1.6660 +2025-06-18 21:30:11,442 - mmdet - INFO - Epoch [1][6350/7330] lr: 3.000e-04, eta: 3 days, 6:12:43, time: 1.038, data_time: 0.024, memory: 21220, loss_rpn_cls: 0.0810, loss_rpn_bbox: 0.0393, s0.loss_cls: 0.3186, s0.acc: 91.6584, s0.loss_bbox: 0.2636, s0.loss_mask: 0.3351, s1.loss_cls: 0.1429, s1.acc: 92.1480, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1570, s2.loss_cls: 0.0642, s2.acc: 92.7800, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0732, loss: 1.6202 +2025-06-18 21:31:03,462 - mmdet - INFO - Epoch [1][6400/7330] lr: 3.000e-04, eta: 3 days, 6:10:02, time: 1.040, data_time: 0.020, memory: 21220, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3200, s0.acc: 91.7996, s0.loss_bbox: 0.2646, s0.loss_mask: 0.3448, s1.loss_cls: 0.1453, s1.acc: 92.2478, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1592, s2.loss_cls: 0.0634, s2.acc: 93.0308, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0737, loss: 1.6257 +2025-06-18 21:31:55,754 - mmdet - INFO - Epoch [1][6450/7330] lr: 3.000e-04, eta: 3 days, 6:07:33, time: 1.046, data_time: 0.021, memory: 21220, loss_rpn_cls: 0.0768, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.3016, s0.acc: 92.0642, s0.loss_bbox: 0.2574, s0.loss_mask: 0.3324, s1.loss_cls: 0.1361, s1.acc: 92.5560, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1555, s2.loss_cls: 0.0608, s2.acc: 93.1974, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0726, loss: 1.5701 +2025-06-18 21:32:50,395 - mmdet - INFO - Epoch [1][6500/7330] lr: 3.000e-04, eta: 3 days, 6:06:39, time: 1.093, data_time: 0.025, memory: 21220, loss_rpn_cls: 0.0793, loss_rpn_bbox: 0.0397, s0.loss_cls: 0.3115, s0.acc: 91.8728, s0.loss_bbox: 0.2645, s0.loss_mask: 0.3295, s1.loss_cls: 0.1410, s1.acc: 92.3778, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1534, s2.loss_cls: 0.0620, s2.acc: 93.1231, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0704, loss: 1.5939 +2025-06-18 21:33:58,802 - mmdet - INFO - Epoch [1][6550/7330] lr: 3.000e-04, eta: 3 days, 6:14:46, time: 1.368, data_time: 0.024, memory: 21220, loss_rpn_cls: 0.0719, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3173, s0.acc: 91.8640, s0.loss_bbox: 0.2605, s0.loss_mask: 0.3431, s1.loss_cls: 0.1439, s1.acc: 92.2824, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1598, s2.loss_cls: 0.0626, s2.acc: 93.0514, s2.loss_bbox: 0.0365, s2.loss_mask: 0.0736, loss: 1.6118 +2025-06-18 21:34:51,393 - mmdet - INFO - Epoch [1][6600/7330] lr: 3.000e-04, eta: 3 days, 6:12:27, time: 1.052, data_time: 0.022, memory: 21220, loss_rpn_cls: 0.0787, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3208, s0.acc: 91.6597, s0.loss_bbox: 0.2741, s0.loss_mask: 0.3365, s1.loss_cls: 0.1455, s1.acc: 92.1470, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1574, s2.loss_cls: 0.0644, s2.acc: 92.7621, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0728, loss: 1.6363 +2025-06-18 21:35:44,479 - mmdet - INFO - Epoch [1][6650/7330] lr: 3.000e-04, eta: 3 days, 6:10:30, time: 1.062, data_time: 0.026, memory: 21220, loss_rpn_cls: 0.0782, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3177, s0.acc: 91.7454, s0.loss_bbox: 0.2666, s0.loss_mask: 0.3353, s1.loss_cls: 0.1420, s1.acc: 92.2496, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1571, s2.loss_cls: 0.0636, s2.acc: 92.9183, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0727, loss: 1.6172 +2025-06-18 21:36:36,555 - mmdet - INFO - Epoch [1][6700/7330] lr: 3.000e-04, eta: 3 days, 6:07:54, time: 1.041, data_time: 0.019, memory: 21220, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.3121, s0.acc: 91.7976, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3381, s1.loss_cls: 0.1396, s1.acc: 92.3222, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1573, s2.loss_cls: 0.0619, s2.acc: 93.0586, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0723, loss: 1.6014 +2025-06-18 21:37:28,953 - mmdet - INFO - Epoch [1][6750/7330] lr: 3.000e-04, eta: 3 days, 6:05:31, time: 1.047, data_time: 0.026, memory: 21220, loss_rpn_cls: 0.0816, loss_rpn_bbox: 0.0392, s0.loss_cls: 0.3128, s0.acc: 91.6606, s0.loss_bbox: 0.2707, s0.loss_mask: 0.3298, s1.loss_cls: 0.1422, s1.acc: 92.0868, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1554, s2.loss_cls: 0.0632, s2.acc: 92.8750, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0719, loss: 1.6154 +2025-06-18 21:38:20,799 - mmdet - INFO - Epoch [1][6800/7330] lr: 3.000e-04, eta: 3 days, 6:02:51, time: 1.038, data_time: 0.024, memory: 21220, loss_rpn_cls: 0.0796, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.3201, s0.acc: 91.7058, s0.loss_bbox: 0.2665, s0.loss_mask: 0.3415, s1.loss_cls: 0.1435, s1.acc: 92.2354, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1579, s2.loss_cls: 0.0631, s2.acc: 93.0192, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0725, loss: 1.6251 +2025-06-18 21:39:18,684 - mmdet - INFO - Epoch [1][6850/7330] lr: 3.000e-04, eta: 3 days, 6:03:58, time: 1.158, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3059, s0.acc: 91.7371, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3311, s1.loss_cls: 0.1386, s1.acc: 92.2675, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1552, s2.loss_cls: 0.0611, s2.acc: 92.9066, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0717, loss: 1.5895 +2025-06-18 21:40:23,786 - mmdet - INFO - Epoch [1][6900/7330] lr: 3.000e-04, eta: 3 days, 6:09:31, time: 1.302, data_time: 0.025, memory: 21220, loss_rpn_cls: 0.0784, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.2991, s0.acc: 92.1318, s0.loss_bbox: 0.2547, s0.loss_mask: 0.3306, s1.loss_cls: 0.1348, s1.acc: 92.6779, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1553, s2.loss_cls: 0.0595, s2.acc: 93.3779, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0720, loss: 1.5649 +2025-06-18 21:41:16,564 - mmdet - INFO - Epoch [1][6950/7330] lr: 3.000e-04, eta: 3 days, 6:07:24, time: 1.055, data_time: 0.025, memory: 21220, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3114, s0.acc: 91.7485, s0.loss_bbox: 0.2704, s0.loss_mask: 0.3315, s1.loss_cls: 0.1420, s1.acc: 92.1551, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1558, s2.loss_cls: 0.0630, s2.acc: 92.8595, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0721, loss: 1.6029 +2025-06-18 21:42:08,968 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 21:42:08,968 - mmdet - INFO - Epoch [1][7000/7330] lr: 3.000e-04, eta: 3 days, 6:05:04, time: 1.048, data_time: 0.024, memory: 21220, loss_rpn_cls: 0.0840, loss_rpn_bbox: 0.0396, s0.loss_cls: 0.3074, s0.acc: 91.9717, s0.loss_bbox: 0.2625, s0.loss_mask: 0.3394, s1.loss_cls: 0.1390, s1.acc: 92.4731, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1581, s2.loss_cls: 0.0609, s2.acc: 93.2208, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0729, loss: 1.6047 +2025-06-18 21:43:01,577 - mmdet - INFO - Epoch [1][7050/7330] lr: 3.000e-04, eta: 3 days, 6:02:52, time: 1.052, data_time: 0.027, memory: 21220, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.3196, s0.acc: 91.6863, s0.loss_bbox: 0.2690, s0.loss_mask: 0.3345, s1.loss_cls: 0.1436, s1.acc: 92.1759, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1585, s2.loss_cls: 0.0639, s2.acc: 92.9399, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0734, loss: 1.6232 +2025-06-18 21:43:54,099 - mmdet - INFO - Epoch [1][7100/7330] lr: 3.000e-04, eta: 3 days, 6:00:39, time: 1.051, data_time: 0.025, memory: 21220, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.3174, s0.acc: 91.4827, s0.loss_bbox: 0.2717, s0.loss_mask: 0.3271, s1.loss_cls: 0.1449, s1.acc: 91.8815, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1550, s2.loss_cls: 0.0638, s2.acc: 92.6731, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0721, loss: 1.6076 +2025-06-18 21:44:46,743 - mmdet - INFO - Epoch [1][7150/7330] lr: 3.000e-04, eta: 3 days, 5:58:31, time: 1.053, data_time: 0.024, memory: 21220, loss_rpn_cls: 0.0761, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3141, s0.acc: 91.6846, s0.loss_bbox: 0.2679, s0.loss_mask: 0.3419, s1.loss_cls: 0.1428, s1.acc: 92.1847, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1604, s2.loss_cls: 0.0637, s2.acc: 92.8589, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0741, loss: 1.6261 +2025-06-18 21:45:46,954 - mmdet - INFO - Epoch [1][7200/7330] lr: 3.000e-04, eta: 3 days, 6:00:53, time: 1.204, data_time: 0.023, memory: 21220, loss_rpn_cls: 0.0741, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3152, s0.acc: 91.8562, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3296, s1.loss_cls: 0.1424, s1.acc: 92.3480, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1535, s2.loss_cls: 0.0639, s2.acc: 92.9783, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0714, loss: 1.5988 +2025-06-18 21:46:51,372 - mmdet - INFO - Epoch [1][7250/7330] lr: 3.000e-04, eta: 3 days, 6:05:42, time: 1.288, data_time: 0.023, memory: 21220, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3002, s0.acc: 92.0623, s0.loss_bbox: 0.2527, s0.loss_mask: 0.3293, s1.loss_cls: 0.1359, s1.acc: 92.5261, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1532, s2.loss_cls: 0.0605, s2.acc: 93.2270, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0713, loss: 1.5512 +2025-06-18 21:47:44,231 - mmdet - INFO - Epoch [1][7300/7330] lr: 3.000e-04, eta: 3 days, 6:03:41, time: 1.058, data_time: 0.023, memory: 21220, loss_rpn_cls: 0.0778, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.3092, s0.acc: 91.7363, s0.loss_bbox: 0.2686, s0.loss_mask: 0.3346, s1.loss_cls: 0.1414, s1.acc: 92.1829, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1584, s2.loss_cls: 0.0635, s2.acc: 92.6798, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0736, loss: 1.6145 +2025-06-18 21:48:24,213 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-18 21:52:25,268 - mmdet - INFO - Evaluating bbox... +2025-06-18 21:53:08,509 - mmdet - INFO - Evaluating segm... +2025-06-18 21:53:54,748 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-18 21:53:54,748 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.2100, bbox_mAP_50: 0.3240, bbox_mAP_75: 0.2250, bbox_mAP_s: 0.1140, bbox_mAP_m: 0.2140, bbox_mAP_l: 0.2920, bbox_mAP_copypaste: 0.210 0.324 0.225 0.114 0.214 0.292, segm_mAP: 0.1860, segm_mAP_50: 0.3080, segm_mAP_75: 0.1950, segm_mAP_s: 0.0930, segm_mAP_m: 0.1940, segm_mAP_l: 0.2670, segm_mAP_copypaste: 0.186 0.308 0.195 0.093 0.194 0.267 +2025-06-18 21:56:08,354 - mmdet - INFO - Epoch [2][50/7330] lr: 3.000e-04, eta: 3 days, 6:28:50, time: 2.672, data_time: 1.549, memory: 21220, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.3195, s0.acc: 91.5801, s0.loss_bbox: 0.2724, s0.loss_mask: 0.3337, s1.loss_cls: 0.1423, s1.acc: 92.1293, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1557, s2.loss_cls: 0.0623, s2.acc: 92.9799, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0715, loss: 1.6205 +2025-06-18 21:57:05,452 - mmdet - INFO - Epoch [2][100/7330] lr: 3.000e-04, eta: 3 days, 6:29:05, time: 1.142, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0762, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3135, s0.acc: 91.7139, s0.loss_bbox: 0.2670, s0.loss_mask: 0.3301, s1.loss_cls: 0.1406, s1.acc: 92.2102, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1547, s2.loss_cls: 0.0622, s2.acc: 92.9600, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0716, loss: 1.5997 +2025-06-18 21:58:17,605 - mmdet - INFO - Epoch [2][150/7330] lr: 3.000e-04, eta: 3 days, 6:37:54, time: 1.443, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0395, s0.loss_cls: 0.3167, s0.acc: 91.4771, s0.loss_bbox: 0.2807, s0.loss_mask: 0.3309, s1.loss_cls: 0.1407, s1.acc: 92.1218, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1546, s2.loss_cls: 0.0625, s2.acc: 92.8525, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0709, loss: 1.6262 +2025-06-18 21:59:15,404 - mmdet - INFO - Epoch [2][200/7330] lr: 3.000e-04, eta: 3 days, 6:38:27, time: 1.156, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3308, s0.acc: 91.3589, s0.loss_bbox: 0.2803, s0.loss_mask: 0.3275, s1.loss_cls: 0.1475, s1.acc: 91.9993, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1526, s2.loss_cls: 0.0646, s2.acc: 92.8488, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0704, loss: 1.6391 +2025-06-18 22:00:09,363 - mmdet - INFO - Epoch [2][250/7330] lr: 3.000e-04, eta: 3 days, 6:36:50, time: 1.079, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0719, loss_rpn_bbox: 0.0399, s0.loss_cls: 0.3044, s0.acc: 91.9631, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3310, s1.loss_cls: 0.1355, s1.acc: 92.5472, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1550, s2.loss_cls: 0.0592, s2.acc: 93.2351, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0722, loss: 1.5732 +2025-06-18 22:01:03,260 - mmdet - INFO - Epoch [2][300/7330] lr: 3.000e-04, eta: 3 days, 6:35:10, time: 1.078, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0767, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2962, s0.acc: 92.0420, s0.loss_bbox: 0.2543, s0.loss_mask: 0.3252, s1.loss_cls: 0.1337, s1.acc: 92.5417, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1526, s2.loss_cls: 0.0593, s2.acc: 93.1349, s2.loss_bbox: 0.0356, s2.loss_mask: 0.0707, loss: 1.5457 +2025-06-18 22:01:57,586 - mmdet - INFO - Epoch [2][350/7330] lr: 3.000e-04, eta: 3 days, 6:33:46, time: 1.087, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0755, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.3090, s0.acc: 91.8010, s0.loss_bbox: 0.2691, s0.loss_mask: 0.3269, s1.loss_cls: 0.1380, s1.acc: 92.3633, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1540, s2.loss_cls: 0.0611, s2.acc: 92.9658, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0711, loss: 1.5886 +2025-06-18 22:02:51,095 - mmdet - INFO - Epoch [2][400/7330] lr: 3.000e-04, eta: 3 days, 6:31:55, time: 1.070, data_time: 0.039, memory: 21220, loss_rpn_cls: 0.0750, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.3040, s0.acc: 92.0654, s0.loss_bbox: 0.2590, s0.loss_mask: 0.3342, s1.loss_cls: 0.1369, s1.acc: 92.6558, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1570, s2.loss_cls: 0.0608, s2.acc: 93.2095, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0726, loss: 1.5767 +2025-06-18 22:03:45,056 - mmdet - INFO - Epoch [2][450/7330] lr: 3.000e-04, eta: 3 days, 6:30:19, time: 1.079, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.3184, s0.acc: 91.4946, s0.loss_bbox: 0.2765, s0.loss_mask: 0.3358, s1.loss_cls: 0.1420, s1.acc: 92.0710, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1578, s2.loss_cls: 0.0638, s2.acc: 92.6465, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0722, loss: 1.6336 +2025-06-18 22:04:54,870 - mmdet - INFO - Epoch [2][500/7330] lr: 3.000e-04, eta: 3 days, 6:37:22, time: 1.396, data_time: 0.040, memory: 21220, loss_rpn_cls: 0.0733, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.3007, s0.acc: 92.1145, s0.loss_bbox: 0.2535, s0.loss_mask: 0.3314, s1.loss_cls: 0.1367, s1.acc: 92.5296, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1563, s2.loss_cls: 0.0607, s2.acc: 93.0990, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0730, loss: 1.5613 +2025-06-18 22:05:48,630 - mmdet - INFO - Epoch [2][550/7330] lr: 3.000e-04, eta: 3 days, 6:35:38, time: 1.075, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2925, s0.acc: 92.0491, s0.loss_bbox: 0.2604, s0.loss_mask: 0.3230, s1.loss_cls: 0.1333, s1.acc: 92.4514, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1526, s2.loss_cls: 0.0600, s2.acc: 92.9821, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0710, loss: 1.5456 +2025-06-18 22:06:45,193 - mmdet - INFO - Epoch [2][600/7330] lr: 3.000e-04, eta: 3 days, 6:35:25, time: 1.131, data_time: 0.045, memory: 21220, loss_rpn_cls: 0.0781, loss_rpn_bbox: 0.0416, s0.loss_cls: 0.2996, s0.acc: 91.8660, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3219, s1.loss_cls: 0.1340, s1.acc: 92.5216, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1524, s2.loss_cls: 0.0594, s2.acc: 93.1005, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0711, loss: 1.5642 +2025-06-18 22:07:38,518 - mmdet - INFO - Epoch [2][650/7330] lr: 3.000e-04, eta: 3 days, 6:33:27, time: 1.067, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.3059, s0.acc: 91.7805, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3341, s1.loss_cls: 0.1376, s1.acc: 92.2740, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1563, s2.loss_cls: 0.0608, s2.acc: 92.9909, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0720, loss: 1.5847 +2025-06-18 22:08:31,313 - mmdet - INFO - Epoch [2][700/7330] lr: 3.000e-04, eta: 3 days, 6:31:14, time: 1.056, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0729, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2956, s0.acc: 92.0139, s0.loss_bbox: 0.2664, s0.loss_mask: 0.3327, s1.loss_cls: 0.1334, s1.acc: 92.5901, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1567, s2.loss_cls: 0.0598, s2.acc: 93.1437, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0723, loss: 1.5730 +2025-06-18 22:09:24,472 - mmdet - INFO - Epoch [2][750/7330] lr: 3.000e-04, eta: 3 days, 6:29:12, time: 1.063, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0727, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2898, s0.acc: 92.1145, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3273, s1.loss_cls: 0.1308, s1.acc: 92.6399, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1532, s2.loss_cls: 0.0590, s2.acc: 93.1340, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0711, loss: 1.5437 +2025-06-18 22:10:18,035 - mmdet - INFO - Epoch [2][800/7330] lr: 3.000e-04, eta: 3 days, 6:27:25, time: 1.071, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2978, s0.acc: 91.9268, s0.loss_bbox: 0.2632, s0.loss_mask: 0.3222, s1.loss_cls: 0.1340, s1.acc: 92.4085, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1516, s2.loss_cls: 0.0602, s2.acc: 93.0124, s2.loss_bbox: 0.0373, s2.loss_mask: 0.0699, loss: 1.5571 +2025-06-18 22:11:27,203 - mmdet - INFO - Epoch [2][850/7330] lr: 3.000e-04, eta: 3 days, 6:33:45, time: 1.383, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0730, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2974, s0.acc: 91.7930, s0.loss_bbox: 0.2631, s0.loss_mask: 0.3204, s1.loss_cls: 0.1349, s1.acc: 92.1886, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1502, s2.loss_cls: 0.0614, s2.acc: 92.7116, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0698, loss: 1.5543 +2025-06-18 22:12:19,926 - mmdet - INFO - Epoch [2][900/7330] lr: 3.000e-04, eta: 3 days, 6:31:30, time: 1.054, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2726, s0.acc: 92.5420, s0.loss_bbox: 0.2548, s0.loss_mask: 0.3219, s1.loss_cls: 0.1229, s1.acc: 93.0431, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1525, s2.loss_cls: 0.0553, s2.acc: 93.5460, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0709, loss: 1.5000 +2025-06-18 22:13:15,752 - mmdet - INFO - Epoch [2][950/7330] lr: 3.000e-04, eta: 3 days, 6:30:51, time: 1.117, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0686, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3028, s0.acc: 91.8794, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3162, s1.loss_cls: 0.1351, s1.acc: 92.5137, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1489, s2.loss_cls: 0.0599, s2.acc: 93.1476, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0695, loss: 1.5495 +2025-06-18 22:14:08,428 - mmdet - INFO - Epoch [2][1000/7330] lr: 3.000e-04, eta: 3 days, 6:28:36, time: 1.054, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2816, s0.acc: 92.2034, s0.loss_bbox: 0.2569, s0.loss_mask: 0.3240, s1.loss_cls: 0.1287, s1.acc: 92.6274, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1530, s2.loss_cls: 0.0584, s2.acc: 93.0235, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0712, loss: 1.5251 +2025-06-18 22:15:01,543 - mmdet - INFO - Epoch [2][1050/7330] lr: 3.000e-04, eta: 3 days, 6:26:33, time: 1.062, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0794, loss_rpn_bbox: 0.0401, s0.loss_cls: 0.3032, s0.acc: 91.7129, s0.loss_bbox: 0.2718, s0.loss_mask: 0.3262, s1.loss_cls: 0.1351, s1.acc: 92.3174, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1527, s2.loss_cls: 0.0598, s2.acc: 93.0384, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0704, loss: 1.5863 +2025-06-18 22:15:53,974 - mmdet - INFO - Epoch [2][1100/7330] lr: 3.000e-04, eta: 3 days, 6:24:13, time: 1.049, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0699, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2814, s0.acc: 92.3213, s0.loss_bbox: 0.2519, s0.loss_mask: 0.3236, s1.loss_cls: 0.1265, s1.acc: 92.7910, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1526, s2.loss_cls: 0.0570, s2.acc: 93.2733, s2.loss_bbox: 0.0360, s2.loss_mask: 0.0711, loss: 1.5098 +2025-06-18 22:16:46,133 - mmdet - INFO - Epoch [2][1150/7330] lr: 3.000e-04, eta: 3 days, 6:21:45, time: 1.043, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0723, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2798, s0.acc: 92.4204, s0.loss_bbox: 0.2469, s0.loss_mask: 0.3318, s1.loss_cls: 0.1262, s1.acc: 92.8958, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1559, s2.loss_cls: 0.0567, s2.acc: 93.4151, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0724, loss: 1.5151 +2025-06-18 22:17:54,418 - mmdet - INFO - Epoch [2][1200/7330] lr: 3.000e-04, eta: 3 days, 6:27:20, time: 1.365, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0715, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2966, s0.acc: 91.8237, s0.loss_bbox: 0.2698, s0.loss_mask: 0.3154, s1.loss_cls: 0.1336, s1.acc: 92.4454, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1493, s2.loss_cls: 0.0601, s2.acc: 92.9375, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0694, loss: 1.5486 +2025-06-18 22:18:47,662 - mmdet - INFO - Epoch [2][1250/7330] lr: 3.000e-04, eta: 3 days, 6:25:24, time: 1.066, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0797, loss_rpn_bbox: 0.0407, s0.loss_cls: 0.3174, s0.acc: 91.3835, s0.loss_bbox: 0.2810, s0.loss_mask: 0.3301, s1.loss_cls: 0.1429, s1.acc: 91.9327, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1561, s2.loss_cls: 0.0634, s2.acc: 92.6476, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0724, loss: 1.6400 +2025-06-18 22:19:45,079 - mmdet - INFO - Epoch [2][1300/7330] lr: 3.000e-04, eta: 3 days, 6:25:32, time: 1.148, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0775, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.3094, s0.acc: 91.7175, s0.loss_bbox: 0.2684, s0.loss_mask: 0.3143, s1.loss_cls: 0.1399, s1.acc: 92.3097, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1495, s2.loss_cls: 0.0629, s2.acc: 92.8778, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0692, loss: 1.5771 +2025-06-18 22:20:37,997 - mmdet - INFO - Epoch [2][1350/7330] lr: 3.000e-04, eta: 3 days, 6:23:26, time: 1.058, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.2949, s0.acc: 92.0647, s0.loss_bbox: 0.2635, s0.loss_mask: 0.3301, s1.loss_cls: 0.1328, s1.acc: 92.5744, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1543, s2.loss_cls: 0.0595, s2.acc: 93.1555, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0711, loss: 1.5661 +2025-06-18 22:21:31,018 - mmdet - INFO - Epoch [2][1400/7330] lr: 3.000e-04, eta: 3 days, 6:21:24, time: 1.060, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3027, s0.acc: 91.8521, s0.loss_bbox: 0.2605, s0.loss_mask: 0.3164, s1.loss_cls: 0.1373, s1.acc: 92.3484, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1488, s2.loss_cls: 0.0616, s2.acc: 93.0002, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0687, loss: 1.5523 +2025-06-18 22:22:24,346 - mmdet - INFO - Epoch [2][1450/7330] lr: 3.000e-04, eta: 3 days, 6:19:31, time: 1.066, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0758, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.3050, s0.acc: 91.7429, s0.loss_bbox: 0.2671, s0.loss_mask: 0.3190, s1.loss_cls: 0.1372, s1.acc: 92.3107, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1492, s2.loss_cls: 0.0609, s2.acc: 93.0813, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0685, loss: 1.5662 +2025-06-18 22:23:17,692 - mmdet - INFO - Epoch [2][1500/7330] lr: 3.000e-04, eta: 3 days, 6:17:42, time: 1.068, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0774, loss_rpn_bbox: 0.0405, s0.loss_cls: 0.3011, s0.acc: 91.6768, s0.loss_bbox: 0.2695, s0.loss_mask: 0.3222, s1.loss_cls: 0.1352, s1.acc: 92.2962, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1507, s2.loss_cls: 0.0604, s2.acc: 92.8684, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0697, loss: 1.5745 +2025-06-18 22:24:28,411 - mmdet - INFO - Epoch [2][1550/7330] lr: 3.000e-04, eta: 3 days, 6:24:10, time: 1.414, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2953, s0.acc: 92.0061, s0.loss_bbox: 0.2614, s0.loss_mask: 0.3249, s1.loss_cls: 0.1336, s1.acc: 92.4568, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1532, s2.loss_cls: 0.0598, s2.acc: 92.9912, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0716, loss: 1.5529 +2025-06-18 22:25:21,286 - mmdet - INFO - Epoch [2][1600/7330] lr: 3.000e-04, eta: 3 days, 6:22:05, time: 1.058, data_time: 0.042, memory: 21220, loss_rpn_cls: 0.0730, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2861, s0.acc: 92.2124, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3169, s1.loss_cls: 0.1296, s1.acc: 92.7119, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1478, s2.loss_cls: 0.0583, s2.acc: 93.1659, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0681, loss: 1.5221 +2025-06-18 22:26:17,384 - mmdet - INFO - Epoch [2][1650/7330] lr: 3.000e-04, eta: 3 days, 6:21:31, time: 1.122, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2916, s0.acc: 92.0596, s0.loss_bbox: 0.2634, s0.loss_mask: 0.3122, s1.loss_cls: 0.1322, s1.acc: 92.4718, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1464, s2.loss_cls: 0.0607, s2.acc: 93.0061, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0679, loss: 1.5264 +2025-06-18 22:27:10,636 - mmdet - INFO - Epoch [2][1700/7330] lr: 3.000e-04, eta: 3 days, 6:19:37, time: 1.065, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0729, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.2930, s0.acc: 92.0122, s0.loss_bbox: 0.2583, s0.loss_mask: 0.3168, s1.loss_cls: 0.1324, s1.acc: 92.4934, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1494, s2.loss_cls: 0.0599, s2.acc: 92.9270, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0695, loss: 1.5351 +2025-06-18 22:28:03,495 - mmdet - INFO - Epoch [2][1750/7330] lr: 3.000e-04, eta: 3 days, 6:17:32, time: 1.057, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.2916, s0.acc: 92.1133, s0.loss_bbox: 0.2641, s0.loss_mask: 0.3207, s1.loss_cls: 0.1312, s1.acc: 92.7031, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1503, s2.loss_cls: 0.0588, s2.acc: 93.2462, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0694, loss: 1.5401 +2025-06-18 22:28:56,357 - mmdet - INFO - Epoch [2][1800/7330] lr: 3.000e-04, eta: 3 days, 6:15:28, time: 1.057, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0740, loss_rpn_bbox: 0.0389, s0.loss_cls: 0.3064, s0.acc: 91.7200, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3319, s1.loss_cls: 0.1407, s1.acc: 92.0623, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1569, s2.loss_cls: 0.0631, s2.acc: 92.6498, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0730, loss: 1.5986 +2025-06-18 22:29:48,885 - mmdet - INFO - Epoch [2][1850/7330] lr: 3.000e-04, eta: 3 days, 6:13:16, time: 1.051, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0705, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2921, s0.acc: 92.1467, s0.loss_bbox: 0.2518, s0.loss_mask: 0.3150, s1.loss_cls: 0.1335, s1.acc: 92.5570, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1476, s2.loss_cls: 0.0595, s2.acc: 93.1747, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0684, loss: 1.5153 +2025-06-18 22:30:57,505 - mmdet - INFO - Epoch [2][1900/7330] lr: 3.000e-04, eta: 3 days, 6:18:29, time: 1.373, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0760, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2915, s0.acc: 91.9795, s0.loss_bbox: 0.2599, s0.loss_mask: 0.3275, s1.loss_cls: 0.1315, s1.acc: 92.5605, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1562, s2.loss_cls: 0.0593, s2.acc: 93.1737, s2.loss_bbox: 0.0376, s2.loss_mask: 0.0728, loss: 1.5569 +2025-06-18 22:31:49,990 - mmdet - INFO - Epoch [2][1950/7330] lr: 3.000e-04, eta: 3 days, 6:16:15, time: 1.050, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2902, s0.acc: 92.1560, s0.loss_bbox: 0.2512, s0.loss_mask: 0.3258, s1.loss_cls: 0.1322, s1.acc: 92.6174, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1539, s2.loss_cls: 0.0597, s2.acc: 93.0794, s2.loss_bbox: 0.0370, s2.loss_mask: 0.0713, loss: 1.5328 +2025-06-18 22:32:45,398 - mmdet - INFO - Epoch [2][2000/7330] lr: 3.000e-04, eta: 3 days, 6:15:22, time: 1.108, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0711, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3010, s0.acc: 91.7463, s0.loss_bbox: 0.2731, s0.loss_mask: 0.3255, s1.loss_cls: 0.1368, s1.acc: 92.1766, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1552, s2.loss_cls: 0.0614, s2.acc: 92.7681, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0714, loss: 1.5854 +2025-06-18 22:33:38,572 - mmdet - INFO - Epoch [2][2050/7330] lr: 3.000e-04, eta: 3 days, 6:13:28, time: 1.064, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.3044, s0.acc: 91.7253, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3236, s1.loss_cls: 0.1397, s1.acc: 92.1571, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1525, s2.loss_cls: 0.0623, s2.acc: 92.7967, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0706, loss: 1.5705 +2025-06-18 22:34:31,793 - mmdet - INFO - Epoch [2][2100/7330] lr: 3.000e-04, eta: 3 days, 6:11:36, time: 1.064, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0698, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.3062, s0.acc: 91.7954, s0.loss_bbox: 0.2679, s0.loss_mask: 0.3270, s1.loss_cls: 0.1393, s1.acc: 92.2049, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1542, s2.loss_cls: 0.0621, s2.acc: 92.7769, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0718, loss: 1.5865 +2025-06-18 22:35:24,796 - mmdet - INFO - Epoch [2][2150/7330] lr: 3.000e-04, eta: 3 days, 6:09:38, time: 1.060, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3011, s0.acc: 91.8342, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3216, s1.loss_cls: 0.1390, s1.acc: 92.2354, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1514, s2.loss_cls: 0.0625, s2.acc: 92.7633, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0703, loss: 1.5799 +2025-06-18 22:36:17,303 - mmdet - INFO - Epoch [2][2200/7330] lr: 3.000e-04, eta: 3 days, 6:07:28, time: 1.050, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0675, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2893, s0.acc: 92.0945, s0.loss_bbox: 0.2609, s0.loss_mask: 0.3151, s1.loss_cls: 0.1325, s1.acc: 92.4774, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1475, s2.loss_cls: 0.0596, s2.acc: 93.0751, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0686, loss: 1.5246 +2025-06-18 22:37:24,005 - mmdet - INFO - Epoch [2][2250/7330] lr: 3.000e-04, eta: 3 days, 6:11:36, time: 1.335, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2974, s0.acc: 91.8364, s0.loss_bbox: 0.2647, s0.loss_mask: 0.3218, s1.loss_cls: 0.1354, s1.acc: 92.3059, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1509, s2.loss_cls: 0.0609, s2.acc: 92.8172, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0702, loss: 1.5563 +2025-06-18 22:38:17,952 - mmdet - INFO - Epoch [2][2300/7330] lr: 3.000e-04, eta: 3 days, 6:10:03, time: 1.079, data_time: 0.042, memory: 21220, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3109, s0.acc: 91.4155, s0.loss_bbox: 0.2825, s0.loss_mask: 0.3237, s1.loss_cls: 0.1415, s1.acc: 91.9475, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1536, s2.loss_cls: 0.0640, s2.acc: 92.4638, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0713, loss: 1.6153 +2025-06-18 22:39:13,763 - mmdet - INFO - Epoch [2][2350/7330] lr: 3.000e-04, eta: 3 days, 6:09:21, time: 1.116, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0729, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2931, s0.acc: 92.0051, s0.loss_bbox: 0.2623, s0.loss_mask: 0.3183, s1.loss_cls: 0.1325, s1.acc: 92.5377, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1510, s2.loss_cls: 0.0589, s2.acc: 93.1309, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0703, loss: 1.5417 +2025-06-18 22:40:06,375 - mmdet - INFO - Epoch [2][2400/7330] lr: 3.000e-04, eta: 3 days, 6:07:13, time: 1.052, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2854, s0.acc: 92.2439, s0.loss_bbox: 0.2551, s0.loss_mask: 0.3220, s1.loss_cls: 0.1302, s1.acc: 92.6798, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1538, s2.loss_cls: 0.0587, s2.acc: 93.1963, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0713, loss: 1.5233 +2025-06-18 22:40:59,427 - mmdet - INFO - Epoch [2][2450/7330] lr: 3.000e-04, eta: 3 days, 6:05:20, time: 1.062, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2913, s0.acc: 92.0474, s0.loss_bbox: 0.2690, s0.loss_mask: 0.3226, s1.loss_cls: 0.1318, s1.acc: 92.5313, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1510, s2.loss_cls: 0.0597, s2.acc: 92.9666, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0705, loss: 1.5518 +2025-06-18 22:41:51,642 - mmdet - INFO - Epoch [2][2500/7330] lr: 3.000e-04, eta: 3 days, 6:03:04, time: 1.044, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0703, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2823, s0.acc: 92.4041, s0.loss_bbox: 0.2489, s0.loss_mask: 0.3167, s1.loss_cls: 0.1286, s1.acc: 92.8341, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1508, s2.loss_cls: 0.0577, s2.acc: 93.3009, s2.loss_bbox: 0.0362, s2.loss_mask: 0.0700, loss: 1.5006 +2025-06-18 22:42:44,486 - mmdet - INFO - Epoch [2][2550/7330] lr: 3.000e-04, eta: 3 days, 6:01:06, time: 1.057, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0756, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2911, s0.acc: 91.9946, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3127, s1.loss_cls: 0.1316, s1.acc: 92.5305, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1471, s2.loss_cls: 0.0592, s2.acc: 93.0928, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0680, loss: 1.5379 +2025-06-18 22:43:55,916 - mmdet - INFO - Epoch [2][2600/7330] lr: 3.000e-04, eta: 3 days, 6:07:03, time: 1.429, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0752, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.3031, s0.acc: 91.9258, s0.loss_bbox: 0.2588, s0.loss_mask: 0.3187, s1.loss_cls: 0.1389, s1.acc: 92.2761, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1491, s2.loss_cls: 0.0627, s2.acc: 92.8154, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0687, loss: 1.5578 +2025-06-18 22:44:48,935 - mmdet - INFO - Epoch [2][2650/7330] lr: 3.000e-04, eta: 3 days, 6:05:07, time: 1.060, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0720, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.3070, s0.acc: 91.7456, s0.loss_bbox: 0.2682, s0.loss_mask: 0.3169, s1.loss_cls: 0.1396, s1.acc: 92.1784, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1505, s2.loss_cls: 0.0622, s2.acc: 92.8555, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0691, loss: 1.5722 +2025-06-18 22:45:44,748 - mmdet - INFO - Epoch [2][2700/7330] lr: 3.000e-04, eta: 3 days, 6:04:24, time: 1.117, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0733, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2992, s0.acc: 91.7576, s0.loss_bbox: 0.2721, s0.loss_mask: 0.3165, s1.loss_cls: 0.1350, s1.acc: 92.2571, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1491, s2.loss_cls: 0.0601, s2.acc: 92.8033, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0689, loss: 1.5660 +2025-06-18 22:46:37,293 - mmdet - INFO - Epoch [2][2750/7330] lr: 3.000e-04, eta: 3 days, 6:02:18, time: 1.051, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0662, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2880, s0.acc: 91.9492, s0.loss_bbox: 0.2615, s0.loss_mask: 0.3231, s1.loss_cls: 0.1325, s1.acc: 92.3006, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1540, s2.loss_cls: 0.0595, s2.acc: 92.8763, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0718, loss: 1.5422 +2025-06-18 22:47:30,137 - mmdet - INFO - Epoch [2][2800/7330] lr: 3.000e-04, eta: 3 days, 6:00:19, time: 1.056, data_time: 0.039, memory: 21220, loss_rpn_cls: 0.0721, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2899, s0.acc: 92.0298, s0.loss_bbox: 0.2633, s0.loss_mask: 0.3151, s1.loss_cls: 0.1332, s1.acc: 92.4516, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1486, s2.loss_cls: 0.0605, s2.acc: 92.9435, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0690, loss: 1.5357 +2025-06-18 22:48:24,029 - mmdet - INFO - Epoch [2][2850/7330] lr: 3.000e-04, eta: 3 days, 5:58:48, time: 1.078, data_time: 0.039, memory: 21220, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2969, s0.acc: 91.8662, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3140, s1.loss_cls: 0.1360, s1.acc: 92.3115, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1474, s2.loss_cls: 0.0626, s2.acc: 92.7340, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0683, loss: 1.5486 +2025-06-18 22:49:16,751 - mmdet - INFO - Epoch [2][2900/7330] lr: 3.000e-04, eta: 3 days, 5:56:48, time: 1.055, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0746, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2868, s0.acc: 92.1238, s0.loss_bbox: 0.2597, s0.loss_mask: 0.3239, s1.loss_cls: 0.1309, s1.acc: 92.5864, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1527, s2.loss_cls: 0.0595, s2.acc: 92.9431, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0709, loss: 1.5449 +2025-06-18 22:50:28,981 - mmdet - INFO - Epoch [2][2950/7330] lr: 3.000e-04, eta: 3 days, 6:02:51, time: 1.445, data_time: 0.044, memory: 21220, loss_rpn_cls: 0.0732, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2961, s0.acc: 91.8833, s0.loss_bbox: 0.2685, s0.loss_mask: 0.3200, s1.loss_cls: 0.1346, s1.acc: 92.3170, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1507, s2.loss_cls: 0.0604, s2.acc: 92.9588, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0696, loss: 1.5562 +2025-06-18 22:51:22,141 - mmdet - INFO - Epoch [2][3000/7330] lr: 3.000e-04, eta: 3 days, 6:01:00, time: 1.063, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0719, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3015, s0.acc: 91.7915, s0.loss_bbox: 0.2693, s0.loss_mask: 0.3143, s1.loss_cls: 0.1369, s1.acc: 92.3004, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1487, s2.loss_cls: 0.0624, s2.acc: 92.8441, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0686, loss: 1.5621 +2025-06-18 22:52:19,001 - mmdet - INFO - Epoch [2][3050/7330] lr: 3.000e-04, eta: 3 days, 6:00:41, time: 1.137, data_time: 0.040, memory: 21220, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3053, s0.acc: 91.5764, s0.loss_bbox: 0.2690, s0.loss_mask: 0.3130, s1.loss_cls: 0.1400, s1.acc: 92.0483, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1480, s2.loss_cls: 0.0631, s2.acc: 92.6051, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0684, loss: 1.5637 +2025-06-18 22:53:11,602 - mmdet - INFO - Epoch [2][3100/7330] lr: 3.000e-04, eta: 3 days, 5:58:38, time: 1.052, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2934, s0.acc: 92.0364, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3205, s1.loss_cls: 0.1350, s1.acc: 92.3983, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1520, s2.loss_cls: 0.0608, s2.acc: 92.9100, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0702, loss: 1.5529 +2025-06-18 22:54:04,701 - mmdet - INFO - Epoch [2][3150/7330] lr: 3.000e-04, eta: 3 days, 5:56:47, time: 1.062, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2876, s0.acc: 92.1267, s0.loss_bbox: 0.2660, s0.loss_mask: 0.3148, s1.loss_cls: 0.1309, s1.acc: 92.5531, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1483, s2.loss_cls: 0.0594, s2.acc: 93.0833, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0686, loss: 1.5273 +2025-06-18 22:54:57,699 - mmdet - INFO - Epoch [2][3200/7330] lr: 3.000e-04, eta: 3 days, 5:54:54, time: 1.060, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2859, s0.acc: 92.2493, s0.loss_bbox: 0.2562, s0.loss_mask: 0.3139, s1.loss_cls: 0.1312, s1.acc: 92.6836, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1494, s2.loss_cls: 0.0589, s2.acc: 93.1793, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0694, loss: 1.5067 +2025-06-18 22:55:50,825 - mmdet - INFO - Epoch [2][3250/7330] lr: 3.000e-04, eta: 3 days, 5:53:06, time: 1.063, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2932, s0.acc: 91.9692, s0.loss_bbox: 0.2685, s0.loss_mask: 0.3104, s1.loss_cls: 0.1340, s1.acc: 92.3552, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1473, s2.loss_cls: 0.0605, s2.acc: 92.9136, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0685, loss: 1.5411 +2025-06-18 22:56:59,389 - mmdet - INFO - Epoch [2][3300/7330] lr: 3.000e-04, eta: 3 days, 5:57:25, time: 1.371, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2807, s0.acc: 92.3503, s0.loss_bbox: 0.2548, s0.loss_mask: 0.3185, s1.loss_cls: 0.1268, s1.acc: 92.8294, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1492, s2.loss_cls: 0.0570, s2.acc: 93.2989, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0687, loss: 1.5040 +2025-06-18 22:57:52,699 - mmdet - INFO - Epoch [2][3350/7330] lr: 3.000e-04, eta: 3 days, 5:55:40, time: 1.067, data_time: 0.039, memory: 21220, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3086, s0.acc: 91.5881, s0.loss_bbox: 0.2723, s0.loss_mask: 0.3169, s1.loss_cls: 0.1417, s1.acc: 92.0196, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1493, s2.loss_cls: 0.0643, s2.acc: 92.5416, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0696, loss: 1.5769 +2025-06-18 22:58:48,360 - mmdet - INFO - Epoch [2][3400/7330] lr: 3.000e-04, eta: 3 days, 5:54:50, time: 1.113, data_time: 0.040, memory: 21220, loss_rpn_cls: 0.0701, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2997, s0.acc: 91.8320, s0.loss_bbox: 0.2621, s0.loss_mask: 0.3136, s1.loss_cls: 0.1372, s1.acc: 92.2527, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1493, s2.loss_cls: 0.0619, s2.acc: 92.8129, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0697, loss: 1.5493 +2025-06-18 22:59:40,760 - mmdet - INFO - Epoch [2][3450/7330] lr: 3.000e-04, eta: 3 days, 5:52:45, time: 1.048, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2812, s0.acc: 92.3359, s0.loss_bbox: 0.2517, s0.loss_mask: 0.3087, s1.loss_cls: 0.1296, s1.acc: 92.6948, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1471, s2.loss_cls: 0.0581, s2.acc: 93.2302, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0679, loss: 1.4786 +2025-06-18 23:00:33,878 - mmdet - INFO - Epoch [2][3500/7330] lr: 3.000e-04, eta: 3 days, 5:50:57, time: 1.062, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2976, s0.acc: 91.8748, s0.loss_bbox: 0.2691, s0.loss_mask: 0.3162, s1.loss_cls: 0.1375, s1.acc: 92.2133, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1491, s2.loss_cls: 0.0619, s2.acc: 92.7766, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0690, loss: 1.5634 +2025-06-18 23:01:27,075 - mmdet - INFO - Epoch [2][3550/7330] lr: 3.000e-04, eta: 3 days, 5:49:10, time: 1.064, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2942, s0.acc: 91.8220, s0.loss_bbox: 0.2653, s0.loss_mask: 0.3212, s1.loss_cls: 0.1344, s1.acc: 92.3054, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1524, s2.loss_cls: 0.0609, s2.acc: 92.8767, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0708, loss: 1.5560 +2025-06-18 23:02:19,690 - mmdet - INFO - Epoch [2][3600/7330] lr: 3.000e-04, eta: 3 days, 5:47:12, time: 1.052, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2862, s0.acc: 92.1621, s0.loss_bbox: 0.2566, s0.loss_mask: 0.3059, s1.loss_cls: 0.1309, s1.acc: 92.5694, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1447, s2.loss_cls: 0.0591, s2.acc: 93.0795, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0669, loss: 1.4960 +2025-06-18 23:03:27,275 - mmdet - INFO - Epoch [2][3650/7330] lr: 3.000e-04, eta: 3 days, 5:50:58, time: 1.352, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2889, s0.acc: 91.9573, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3111, s1.loss_cls: 0.1321, s1.acc: 92.4039, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1463, s2.loss_cls: 0.0600, s2.acc: 92.9036, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0679, loss: 1.5280 +2025-06-18 23:04:22,541 - mmdet - INFO - Epoch [2][3700/7330] lr: 3.000e-04, eta: 3 days, 5:49:59, time: 1.105, data_time: 0.041, memory: 21220, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2917, s0.acc: 92.0154, s0.loss_bbox: 0.2610, s0.loss_mask: 0.3122, s1.loss_cls: 0.1328, s1.acc: 92.4587, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1462, s2.loss_cls: 0.0595, s2.acc: 92.9993, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0677, loss: 1.5221 +2025-06-18 23:05:17,981 - mmdet - INFO - Epoch [2][3750/7330] lr: 3.000e-04, eta: 3 days, 5:49:04, time: 1.109, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0687, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2874, s0.acc: 91.9897, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3098, s1.loss_cls: 0.1319, s1.acc: 92.3499, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1471, s2.loss_cls: 0.0599, s2.acc: 92.8445, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0678, loss: 1.5175 +2025-06-18 23:06:11,826 - mmdet - INFO - Epoch [2][3800/7330] lr: 3.000e-04, eta: 3 days, 5:47:34, time: 1.077, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.3015, s0.acc: 91.7241, s0.loss_bbox: 0.2731, s0.loss_mask: 0.3113, s1.loss_cls: 0.1370, s1.acc: 92.2194, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1474, s2.loss_cls: 0.0622, s2.acc: 92.7503, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0686, loss: 1.5652 +2025-06-18 23:07:05,160 - mmdet - INFO - Epoch [2][3850/7330] lr: 3.000e-04, eta: 3 days, 5:45:51, time: 1.067, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0693, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2779, s0.acc: 92.3325, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2998, s1.loss_cls: 0.1274, s1.acc: 92.7568, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1418, s2.loss_cls: 0.0580, s2.acc: 93.2111, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0656, loss: 1.4802 +2025-06-18 23:07:58,477 - mmdet - INFO - Epoch [2][3900/7330] lr: 3.000e-04, eta: 3 days, 5:44:09, time: 1.066, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0697, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2985, s0.acc: 91.8020, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3114, s1.loss_cls: 0.1377, s1.acc: 92.1859, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1469, s2.loss_cls: 0.0617, s2.acc: 92.6991, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0676, loss: 1.5573 +2025-06-18 23:08:52,049 - mmdet - INFO - Epoch [2][3950/7330] lr: 3.000e-04, eta: 3 days, 5:42:33, time: 1.071, data_time: 0.041, memory: 21220, loss_rpn_cls: 0.0688, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.2920, s0.acc: 91.7473, s0.loss_bbox: 0.2749, s0.loss_mask: 0.3128, s1.loss_cls: 0.1339, s1.acc: 92.1642, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1474, s2.loss_cls: 0.0600, s2.acc: 92.6453, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0688, loss: 1.5549 +2025-06-18 23:09:54,083 - mmdet - INFO - Epoch [2][4000/7330] lr: 3.000e-04, eta: 3 days, 5:44:06, time: 1.241, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2843, s0.acc: 92.3245, s0.loss_bbox: 0.2534, s0.loss_mask: 0.3109, s1.loss_cls: 0.1285, s1.acc: 92.8127, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1462, s2.loss_cls: 0.0577, s2.acc: 93.4243, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0671, loss: 1.4905 +2025-06-18 23:10:52,170 - mmdet - INFO - Epoch [2][4050/7330] lr: 3.000e-04, eta: 3 days, 5:44:11, time: 1.162, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2759, s0.acc: 92.2903, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3153, s1.loss_cls: 0.1276, s1.acc: 92.6409, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1476, s2.loss_cls: 0.0575, s2.acc: 93.1688, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0686, loss: 1.4974 +2025-06-18 23:11:46,860 - mmdet - INFO - Epoch [2][4100/7330] lr: 3.000e-04, eta: 3 days, 5:42:59, time: 1.094, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2833, s0.acc: 92.1104, s0.loss_bbox: 0.2617, s0.loss_mask: 0.3108, s1.loss_cls: 0.1299, s1.acc: 92.4776, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1457, s2.loss_cls: 0.0586, s2.acc: 92.9920, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0676, loss: 1.5080 +2025-06-18 23:12:39,638 - mmdet - INFO - Epoch [2][4150/7330] lr: 3.000e-04, eta: 3 days, 5:41:05, time: 1.055, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2803, s0.acc: 92.2766, s0.loss_bbox: 0.2523, s0.loss_mask: 0.3080, s1.loss_cls: 0.1297, s1.acc: 92.5987, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1464, s2.loss_cls: 0.0585, s2.acc: 93.0280, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0678, loss: 1.4857 +2025-06-18 23:13:33,099 - mmdet - INFO - Epoch [2][4200/7330] lr: 3.000e-04, eta: 3 days, 5:39:28, time: 1.069, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0689, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2994, s0.acc: 91.7788, s0.loss_bbox: 0.2730, s0.loss_mask: 0.3186, s1.loss_cls: 0.1373, s1.acc: 92.1484, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1498, s2.loss_cls: 0.0620, s2.acc: 92.6872, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0694, loss: 1.5701 +2025-06-18 23:14:25,764 - mmdet - INFO - Epoch [2][4250/7330] lr: 3.000e-04, eta: 3 days, 5:37:33, time: 1.053, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2818, s0.acc: 92.3098, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3146, s1.loss_cls: 0.1279, s1.acc: 92.7432, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1478, s2.loss_cls: 0.0576, s2.acc: 93.2113, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0689, loss: 1.5048 +2025-06-18 23:15:19,642 - mmdet - INFO - Epoch [2][4300/7330] lr: 3.000e-04, eta: 3 days, 5:36:05, time: 1.078, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0725, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.3059, s0.acc: 91.5349, s0.loss_bbox: 0.2789, s0.loss_mask: 0.3104, s1.loss_cls: 0.1426, s1.acc: 91.8175, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1478, s2.loss_cls: 0.0648, s2.acc: 92.4512, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0685, loss: 1.5906 +2025-06-18 23:16:20,381 - mmdet - INFO - Epoch [2][4350/7330] lr: 3.000e-04, eta: 3 days, 5:37:05, time: 1.215, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0733, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2947, s0.acc: 91.7219, s0.loss_bbox: 0.2718, s0.loss_mask: 0.3086, s1.loss_cls: 0.1357, s1.acc: 92.0778, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1467, s2.loss_cls: 0.0620, s2.acc: 92.5954, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0687, loss: 1.5545 +2025-06-18 23:17:21,781 - mmdet - INFO - Epoch [2][4400/7330] lr: 3.000e-04, eta: 3 days, 5:38:19, time: 1.228, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.3021, s0.acc: 91.6523, s0.loss_bbox: 0.2773, s0.loss_mask: 0.3122, s1.loss_cls: 0.1384, s1.acc: 92.0473, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1476, s2.loss_cls: 0.0629, s2.acc: 92.5385, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0680, loss: 1.5712 +2025-06-18 23:18:17,244 - mmdet - INFO - Epoch [2][4450/7330] lr: 3.000e-04, eta: 3 days, 5:37:24, time: 1.109, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0702, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.3012, s0.acc: 91.5933, s0.loss_bbox: 0.2762, s0.loss_mask: 0.3129, s1.loss_cls: 0.1378, s1.acc: 92.1156, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1509, s2.loss_cls: 0.0622, s2.acc: 92.5732, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0700, loss: 1.5755 +2025-06-18 23:19:10,058 - mmdet - INFO - Epoch [2][4500/7330] lr: 3.000e-04, eta: 3 days, 5:35:33, time: 1.056, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2774, s0.acc: 92.3777, s0.loss_bbox: 0.2546, s0.loss_mask: 0.3083, s1.loss_cls: 0.1275, s1.acc: 92.7814, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1448, s2.loss_cls: 0.0569, s2.acc: 93.3686, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0671, loss: 1.4731 +2025-06-18 23:20:03,260 - mmdet - INFO - Epoch [2][4550/7330] lr: 3.000e-04, eta: 3 days, 5:33:51, time: 1.064, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0769, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.3096, s0.acc: 91.5090, s0.loss_bbox: 0.2784, s0.loss_mask: 0.3130, s1.loss_cls: 0.1393, s1.acc: 92.0100, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1475, s2.loss_cls: 0.0617, s2.acc: 92.7096, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0679, loss: 1.5860 +2025-06-18 23:20:56,154 - mmdet - INFO - Epoch [2][4600/7330] lr: 3.000e-04, eta: 3 days, 5:32:03, time: 1.058, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0706, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.3021, s0.acc: 91.6772, s0.loss_bbox: 0.2707, s0.loss_mask: 0.3107, s1.loss_cls: 0.1392, s1.acc: 92.0857, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1466, s2.loss_cls: 0.0627, s2.acc: 92.6988, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0677, loss: 1.5614 +2025-06-18 23:21:49,955 - mmdet - INFO - Epoch [2][4650/7330] lr: 3.000e-04, eta: 3 days, 5:30:34, time: 1.076, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0676, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2918, s0.acc: 91.7749, s0.loss_bbox: 0.2759, s0.loss_mask: 0.3132, s1.loss_cls: 0.1347, s1.acc: 92.0102, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1480, s2.loss_cls: 0.0609, s2.acc: 92.6468, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0688, loss: 1.5530 +2025-06-18 23:22:53,470 - mmdet - INFO - Epoch [2][4700/7330] lr: 3.000e-04, eta: 3 days, 5:32:28, time: 1.270, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2880, s0.acc: 92.0469, s0.loss_bbox: 0.2627, s0.loss_mask: 0.3110, s1.loss_cls: 0.1336, s1.acc: 92.3689, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1487, s2.loss_cls: 0.0606, s2.acc: 92.8293, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0692, loss: 1.5255 +2025-06-18 23:23:51,147 - mmdet - INFO - Epoch [2][4750/7330] lr: 3.000e-04, eta: 3 days, 5:32:20, time: 1.154, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0713, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2939, s0.acc: 91.9819, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3028, s1.loss_cls: 0.1341, s1.acc: 92.4192, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1434, s2.loss_cls: 0.0604, s2.acc: 92.9302, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0667, loss: 1.5239 +2025-06-18 23:24:49,268 - mmdet - INFO - Epoch [2][4800/7330] lr: 3.000e-04, eta: 3 days, 5:32:21, time: 1.162, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0714, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2774, s0.acc: 92.3591, s0.loss_bbox: 0.2526, s0.loss_mask: 0.3047, s1.loss_cls: 0.1268, s1.acc: 92.7640, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1454, s2.loss_cls: 0.0577, s2.acc: 93.2866, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0684, loss: 1.4878 +2025-06-18 23:25:41,733 - mmdet - INFO - Epoch [2][4850/7330] lr: 3.000e-04, eta: 3 days, 5:30:24, time: 1.049, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2806, s0.acc: 92.2339, s0.loss_bbox: 0.2558, s0.loss_mask: 0.3031, s1.loss_cls: 0.1291, s1.acc: 92.5514, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1418, s2.loss_cls: 0.0583, s2.acc: 93.1668, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0659, loss: 1.4762 +2025-06-18 23:26:35,612 - mmdet - INFO - Epoch [2][4900/7330] lr: 3.000e-04, eta: 3 days, 5:28:56, time: 1.077, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0678, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2922, s0.acc: 91.8457, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3044, s1.loss_cls: 0.1343, s1.acc: 92.1600, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1430, s2.loss_cls: 0.0604, s2.acc: 92.7793, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0660, loss: 1.5303 +2025-06-18 23:27:28,942 - mmdet - INFO - Epoch [2][4950/7330] lr: 3.000e-04, eta: 3 days, 5:27:18, time: 1.067, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0668, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2821, s0.acc: 91.9404, s0.loss_bbox: 0.2673, s0.loss_mask: 0.3007, s1.loss_cls: 0.1317, s1.acc: 92.1787, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1419, s2.loss_cls: 0.0605, s2.acc: 92.5684, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0662, loss: 1.5098 +2025-06-18 23:28:22,070 - mmdet - INFO - Epoch [2][5000/7330] lr: 3.000e-04, eta: 3 days, 5:25:36, time: 1.063, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2898, s0.acc: 91.7600, s0.loss_bbox: 0.2733, s0.loss_mask: 0.3037, s1.loss_cls: 0.1346, s1.acc: 92.1826, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1433, s2.loss_cls: 0.0612, s2.acc: 92.7261, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0661, loss: 1.5336 +2025-06-18 23:29:23,045 - mmdet - INFO - Epoch [2][5050/7330] lr: 3.000e-04, eta: 3 days, 5:26:34, time: 1.220, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2822, s0.acc: 91.9983, s0.loss_bbox: 0.2661, s0.loss_mask: 0.3111, s1.loss_cls: 0.1289, s1.acc: 92.3974, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1466, s2.loss_cls: 0.0588, s2.acc: 92.8417, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0668, loss: 1.5142 +2025-06-18 23:30:24,513 - mmdet - INFO - Epoch [2][5100/7330] lr: 3.000e-04, eta: 3 days, 5:27:40, time: 1.229, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2863, s0.acc: 92.0037, s0.loss_bbox: 0.2683, s0.loss_mask: 0.3081, s1.loss_cls: 0.1325, s1.acc: 92.2754, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1454, s2.loss_cls: 0.0603, s2.acc: 92.8241, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0665, loss: 1.5242 +2025-06-18 23:31:24,535 - mmdet - INFO - Epoch [2][5150/7330] lr: 3.000e-04, eta: 3 days, 5:28:17, time: 1.201, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0673, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.3023, s0.acc: 91.6694, s0.loss_bbox: 0.2759, s0.loss_mask: 0.3170, s1.loss_cls: 0.1403, s1.acc: 92.0033, s1.loss_bbox: 0.1170, s1.loss_mask: 0.1511, s2.loss_cls: 0.0638, s2.acc: 92.5275, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0700, loss: 1.5830 +2025-06-18 23:32:17,848 - mmdet - INFO - Epoch [2][5200/7330] lr: 3.000e-04, eta: 3 days, 5:26:39, time: 1.066, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0717, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3063, s0.acc: 91.4773, s0.loss_bbox: 0.2738, s0.loss_mask: 0.3103, s1.loss_cls: 0.1409, s1.acc: 91.8849, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1484, s2.loss_cls: 0.0639, s2.acc: 92.4414, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0692, loss: 1.5770 +2025-06-18 23:33:11,932 - mmdet - INFO - Epoch [2][5250/7330] lr: 3.000e-04, eta: 3 days, 5:25:16, time: 1.082, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0670, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.3101, s0.acc: 91.4358, s0.loss_bbox: 0.2811, s0.loss_mask: 0.3059, s1.loss_cls: 0.1444, s1.acc: 91.7675, s1.loss_bbox: 0.1188, s1.loss_mask: 0.1454, s2.loss_cls: 0.0655, s2.acc: 92.2627, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0678, loss: 1.5873 +2025-06-18 23:34:05,573 - mmdet - INFO - Epoch [2][5300/7330] lr: 3.000e-04, eta: 3 days, 5:23:44, time: 1.073, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2917, s0.acc: 91.6985, s0.loss_bbox: 0.2800, s0.loss_mask: 0.3047, s1.loss_cls: 0.1341, s1.acc: 92.0109, s1.loss_bbox: 0.1176, s1.loss_mask: 0.1440, s2.loss_cls: 0.0610, s2.acc: 92.6141, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0669, loss: 1.5438 +2025-06-18 23:34:58,745 - mmdet - INFO - Epoch [2][5350/7330] lr: 3.000e-04, eta: 3 days, 5:22:04, time: 1.063, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2987, s0.acc: 91.6113, s0.loss_bbox: 0.2773, s0.loss_mask: 0.3098, s1.loss_cls: 0.1391, s1.acc: 92.0740, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1472, s2.loss_cls: 0.0628, s2.acc: 92.5630, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0684, loss: 1.5673 +2025-06-18 23:35:54,392 - mmdet - INFO - Epoch [2][5400/7330] lr: 3.000e-04, eta: 3 days, 5:21:12, time: 1.113, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2917, s0.acc: 92.0166, s0.loss_bbox: 0.2649, s0.loss_mask: 0.3092, s1.loss_cls: 0.1344, s1.acc: 92.3561, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1473, s2.loss_cls: 0.0607, s2.acc: 92.8897, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0683, loss: 1.5201 +2025-06-18 23:36:59,109 - mmdet - INFO - Epoch [2][5450/7330] lr: 3.000e-04, eta: 3 days, 5:23:19, time: 1.294, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2832, s0.acc: 92.2024, s0.loss_bbox: 0.2625, s0.loss_mask: 0.3136, s1.loss_cls: 0.1302, s1.acc: 92.5755, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1498, s2.loss_cls: 0.0578, s2.acc: 93.0834, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0686, loss: 1.5187 +2025-06-18 23:37:58,441 - mmdet - INFO - Epoch [2][5500/7330] lr: 3.000e-04, eta: 3 days, 5:23:39, time: 1.187, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2964, s0.acc: 91.7046, s0.loss_bbox: 0.2781, s0.loss_mask: 0.3105, s1.loss_cls: 0.1351, s1.acc: 92.2025, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1470, s2.loss_cls: 0.0613, s2.acc: 92.7288, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0686, loss: 1.5567 +2025-06-18 23:38:51,817 - mmdet - INFO - Epoch [2][5550/7330] lr: 3.000e-04, eta: 3 days, 5:22:02, time: 1.067, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0679, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2859, s0.acc: 91.9043, s0.loss_bbox: 0.2693, s0.loss_mask: 0.3043, s1.loss_cls: 0.1297, s1.acc: 92.3378, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1439, s2.loss_cls: 0.0591, s2.acc: 92.8864, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0663, loss: 1.5184 +2025-06-18 23:39:45,440 - mmdet - INFO - Epoch [2][5600/7330] lr: 3.000e-04, eta: 3 days, 5:20:31, time: 1.073, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0394, s0.loss_cls: 0.2895, s0.acc: 91.9897, s0.loss_bbox: 0.2676, s0.loss_mask: 0.3059, s1.loss_cls: 0.1328, s1.acc: 92.2782, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1450, s2.loss_cls: 0.0610, s2.acc: 92.7356, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0674, loss: 1.5289 +2025-06-18 23:40:38,605 - mmdet - INFO - Epoch [2][5650/7330] lr: 3.000e-04, eta: 3 days, 5:18:50, time: 1.063, data_time: 0.027, memory: 21220, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2783, s0.acc: 92.2378, s0.loss_bbox: 0.2621, s0.loss_mask: 0.3084, s1.loss_cls: 0.1293, s1.acc: 92.5087, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1472, s2.loss_cls: 0.0588, s2.acc: 92.9125, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0685, loss: 1.5041 +2025-06-18 23:41:31,496 - mmdet - INFO - Epoch [2][5700/7330] lr: 3.000e-04, eta: 3 days, 5:17:06, time: 1.058, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2932, s0.acc: 91.9004, s0.loss_bbox: 0.2659, s0.loss_mask: 0.3104, s1.loss_cls: 0.1346, s1.acc: 92.3551, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1479, s2.loss_cls: 0.0615, s2.acc: 92.8267, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0684, loss: 1.5380 +2025-06-18 23:42:24,205 - mmdet - INFO - Epoch [2][5750/7330] lr: 3.000e-04, eta: 3 days, 5:15:17, time: 1.054, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2756, s0.acc: 92.2688, s0.loss_bbox: 0.2571, s0.loss_mask: 0.3110, s1.loss_cls: 0.1275, s1.acc: 92.6621, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1468, s2.loss_cls: 0.0577, s2.acc: 93.1930, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0681, loss: 1.4952 +2025-06-18 23:43:32,174 - mmdet - INFO - Epoch [2][5800/7330] lr: 3.000e-04, eta: 3 days, 5:18:21, time: 1.359, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2789, s0.acc: 92.0215, s0.loss_bbox: 0.2638, s0.loss_mask: 0.3131, s1.loss_cls: 0.1283, s1.acc: 92.4057, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1487, s2.loss_cls: 0.0582, s2.acc: 92.9166, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0693, loss: 1.5158 +2025-06-18 23:44:31,347 - mmdet - INFO - Epoch [2][5850/7330] lr: 3.000e-04, eta: 3 days, 5:18:35, time: 1.184, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0686, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2688, s0.acc: 92.3945, s0.loss_bbox: 0.2552, s0.loss_mask: 0.3035, s1.loss_cls: 0.1233, s1.acc: 92.8052, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1428, s2.loss_cls: 0.0566, s2.acc: 93.2641, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0667, loss: 1.4679 +2025-06-18 23:45:24,986 - mmdet - INFO - Epoch [2][5900/7330] lr: 3.000e-04, eta: 3 days, 5:17:05, time: 1.073, data_time: 0.027, memory: 21220, loss_rpn_cls: 0.0643, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2826, s0.acc: 92.0339, s0.loss_bbox: 0.2652, s0.loss_mask: 0.3089, s1.loss_cls: 0.1301, s1.acc: 92.3800, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1475, s2.loss_cls: 0.0584, s2.acc: 92.9395, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0685, loss: 1.5138 +2025-06-18 23:46:17,771 - mmdet - INFO - Epoch [2][5950/7330] lr: 3.000e-04, eta: 3 days, 5:15:18, time: 1.056, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2832, s0.acc: 92.0435, s0.loss_bbox: 0.2622, s0.loss_mask: 0.3040, s1.loss_cls: 0.1288, s1.acc: 92.4932, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1449, s2.loss_cls: 0.0585, s2.acc: 93.0163, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0672, loss: 1.4984 +2025-06-18 23:47:11,039 - mmdet - INFO - Epoch [2][6000/7330] lr: 3.000e-04, eta: 3 days, 5:13:41, time: 1.065, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0684, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2757, s0.acc: 92.2002, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3089, s1.loss_cls: 0.1257, s1.acc: 92.6506, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1468, s2.loss_cls: 0.0571, s2.acc: 93.2111, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0683, loss: 1.4962 +2025-06-18 23:48:03,509 - mmdet - INFO - Epoch [2][6050/7330] lr: 3.000e-04, eta: 3 days, 5:11:48, time: 1.049, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2682, s0.acc: 92.4500, s0.loss_bbox: 0.2504, s0.loss_mask: 0.3065, s1.loss_cls: 0.1215, s1.acc: 92.9359, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1450, s2.loss_cls: 0.0555, s2.acc: 93.3722, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0677, loss: 1.4613 +2025-06-18 23:48:56,593 - mmdet - INFO - Epoch [2][6100/7330] lr: 3.000e-04, eta: 3 days, 5:10:08, time: 1.061, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2669, s0.acc: 92.2971, s0.loss_bbox: 0.2591, s0.loss_mask: 0.3082, s1.loss_cls: 0.1217, s1.acc: 92.6822, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1467, s2.loss_cls: 0.0560, s2.acc: 93.0672, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0684, loss: 1.4746 +2025-06-18 23:50:04,348 - mmdet - INFO - Epoch [2][6150/7330] lr: 3.000e-04, eta: 3 days, 5:13:02, time: 1.356, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0665, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2701, s0.acc: 92.2549, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3128, s1.loss_cls: 0.1234, s1.acc: 92.6773, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1483, s2.loss_cls: 0.0563, s2.acc: 93.0236, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0674, loss: 1.4930 +2025-06-18 23:51:02,169 - mmdet - INFO - Epoch [2][6200/7330] lr: 3.000e-04, eta: 3 days, 5:12:49, time: 1.156, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0672, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2790, s0.acc: 92.1489, s0.loss_bbox: 0.2633, s0.loss_mask: 0.3085, s1.loss_cls: 0.1271, s1.acc: 92.5902, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1470, s2.loss_cls: 0.0581, s2.acc: 93.0309, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0685, loss: 1.5038 +2025-06-18 23:51:55,428 - mmdet - INFO - Epoch [2][6250/7330] lr: 3.000e-04, eta: 3 days, 5:11:12, time: 1.065, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2770, s0.acc: 92.2100, s0.loss_bbox: 0.2647, s0.loss_mask: 0.3111, s1.loss_cls: 0.1261, s1.acc: 92.6421, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1472, s2.loss_cls: 0.0582, s2.acc: 93.0676, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0682, loss: 1.5104 +2025-06-18 23:52:48,336 - mmdet - INFO - Epoch [2][6300/7330] lr: 3.000e-04, eta: 3 days, 5:09:29, time: 1.058, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2687, s0.acc: 92.3765, s0.loss_bbox: 0.2577, s0.loss_mask: 0.3059, s1.loss_cls: 0.1225, s1.acc: 92.6906, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1445, s2.loss_cls: 0.0555, s2.acc: 93.1616, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0666, loss: 1.4689 +2025-06-18 23:53:41,485 - mmdet - INFO - Epoch [2][6350/7330] lr: 3.000e-04, eta: 3 days, 5:07:50, time: 1.063, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0683, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2813, s0.acc: 92.1689, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3044, s1.loss_cls: 0.1288, s1.acc: 92.5418, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1441, s2.loss_cls: 0.0586, s2.acc: 92.8853, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0668, loss: 1.4949 +2025-06-18 23:54:34,966 - mmdet - INFO - Epoch [2][6400/7330] lr: 3.000e-04, eta: 3 days, 5:06:18, time: 1.069, data_time: 0.033, memory: 21220, loss_rpn_cls: 0.0707, loss_rpn_bbox: 0.0398, s0.loss_cls: 0.2895, s0.acc: 91.7849, s0.loss_bbox: 0.2769, s0.loss_mask: 0.3057, s1.loss_cls: 0.1319, s1.acc: 92.2003, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1457, s2.loss_cls: 0.0601, s2.acc: 92.6827, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0679, loss: 1.5453 +2025-06-18 23:55:26,393 - mmdet - INFO - Epoch [2][6450/7330] lr: 3.000e-04, eta: 3 days, 5:04:08, time: 1.028, data_time: 0.031, memory: 21220, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2527, s0.acc: 92.8254, s0.loss_bbox: 0.2374, s0.loss_mask: 0.3017, s1.loss_cls: 0.1164, s1.acc: 93.0901, s1.loss_bbox: 0.0990, s1.loss_mask: 0.1432, s2.loss_cls: 0.0527, s2.acc: 93.6349, s2.loss_bbox: 0.0358, s2.loss_mask: 0.0669, loss: 1.3996 +2025-06-18 23:56:35,254 - mmdet - INFO - Epoch [2][6500/7330] lr: 3.000e-04, eta: 3 days, 5:07:15, time: 1.378, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2731, s0.acc: 92.2097, s0.loss_bbox: 0.2578, s0.loss_mask: 0.3101, s1.loss_cls: 0.1248, s1.acc: 92.7089, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1486, s2.loss_cls: 0.0570, s2.acc: 93.1726, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0696, loss: 1.4940 +2025-06-18 23:57:32,692 - mmdet - INFO - Epoch [2][6550/7330] lr: 3.000e-04, eta: 3 days, 5:06:55, time: 1.149, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2678, s0.acc: 92.5166, s0.loss_bbox: 0.2508, s0.loss_mask: 0.3111, s1.loss_cls: 0.1211, s1.acc: 92.9431, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1473, s2.loss_cls: 0.0546, s2.acc: 93.5279, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0681, loss: 1.4615 +2025-06-18 23:58:26,071 - mmdet - INFO - Epoch [2][6600/7330] lr: 3.000e-04, eta: 3 days, 5:05:20, time: 1.067, data_time: 0.028, memory: 21220, loss_rpn_cls: 0.0652, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2855, s0.acc: 92.0483, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3006, s1.loss_cls: 0.1320, s1.acc: 92.3724, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1432, s2.loss_cls: 0.0597, s2.acc: 92.8587, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0663, loss: 1.5011 +2025-06-18 23:59:19,350 - mmdet - INFO - Epoch [2][6650/7330] lr: 3.000e-04, eta: 3 days, 5:03:45, time: 1.066, data_time: 0.038, memory: 21220, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2890, s0.acc: 91.6833, s0.loss_bbox: 0.2772, s0.loss_mask: 0.3087, s1.loss_cls: 0.1321, s1.acc: 92.0974, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1462, s2.loss_cls: 0.0596, s2.acc: 92.6654, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0679, loss: 1.5355 +2025-06-19 00:00:12,361 - mmdet - INFO - Epoch [2][6700/7330] lr: 3.000e-04, eta: 3 days, 5:02:05, time: 1.060, data_time: 0.029, memory: 21220, loss_rpn_cls: 0.0682, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2846, s0.acc: 91.9395, s0.loss_bbox: 0.2730, s0.loss_mask: 0.3085, s1.loss_cls: 0.1303, s1.acc: 92.3734, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1460, s2.loss_cls: 0.0597, s2.acc: 92.7738, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0678, loss: 1.5297 +2025-06-19 00:01:05,241 - mmdet - INFO - Epoch [2][6750/7330] lr: 3.000e-04, eta: 3 days, 5:00:23, time: 1.058, data_time: 0.032, memory: 21220, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2750, s0.acc: 92.2517, s0.loss_bbox: 0.2604, s0.loss_mask: 0.3186, s1.loss_cls: 0.1266, s1.acc: 92.5208, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1509, s2.loss_cls: 0.0581, s2.acc: 93.0166, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0695, loss: 1.5043 +2025-06-19 00:01:58,596 - mmdet - INFO - Epoch [2][6800/7330] lr: 3.000e-04, eta: 3 days, 4:58:50, time: 1.067, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2718, s0.acc: 92.1877, s0.loss_bbox: 0.2604, s0.loss_mask: 0.3057, s1.loss_cls: 0.1257, s1.acc: 92.4501, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1452, s2.loss_cls: 0.0574, s2.acc: 93.0084, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0671, loss: 1.4795 +2025-06-19 00:03:07,134 - mmdet - INFO - Epoch [2][6850/7330] lr: 3.000e-04, eta: 3 days, 5:01:44, time: 1.371, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2640, s0.acc: 92.4524, s0.loss_bbox: 0.2572, s0.loss_mask: 0.3003, s1.loss_cls: 0.1206, s1.acc: 92.8972, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1418, s2.loss_cls: 0.0553, s2.acc: 93.3019, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0662, loss: 1.4493 +2025-06-19 00:04:05,428 - mmdet - INFO - Epoch [2][6900/7330] lr: 3.000e-04, eta: 3 days, 5:01:37, time: 1.166, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0680, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2791, s0.acc: 92.0032, s0.loss_bbox: 0.2647, s0.loss_mask: 0.3003, s1.loss_cls: 0.1276, s1.acc: 92.3726, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1424, s2.loss_cls: 0.0581, s2.acc: 92.9002, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0664, loss: 1.4953 +2025-06-19 00:04:58,325 - mmdet - INFO - Epoch [2][6950/7330] lr: 3.000e-04, eta: 3 days, 4:59:56, time: 1.058, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0691, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2710, s0.acc: 92.2952, s0.loss_bbox: 0.2553, s0.loss_mask: 0.3016, s1.loss_cls: 0.1237, s1.acc: 92.7875, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1421, s2.loss_cls: 0.0564, s2.acc: 93.1671, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0658, loss: 1.4670 +2025-06-19 00:05:51,253 - mmdet - INFO - Epoch [2][7000/7330] lr: 3.000e-04, eta: 3 days, 4:58:14, time: 1.058, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2690, s0.acc: 92.3372, s0.loss_bbox: 0.2619, s0.loss_mask: 0.3075, s1.loss_cls: 0.1234, s1.acc: 92.6520, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1453, s2.loss_cls: 0.0565, s2.acc: 93.1001, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0675, loss: 1.4801 +2025-06-19 00:06:44,485 - mmdet - INFO - Epoch [2][7050/7330] lr: 3.000e-04, eta: 3 days, 4:56:40, time: 1.065, data_time: 0.035, memory: 21220, loss_rpn_cls: 0.0626, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2809, s0.acc: 92.0513, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3092, s1.loss_cls: 0.1286, s1.acc: 92.4507, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1470, s2.loss_cls: 0.0583, s2.acc: 92.9436, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0680, loss: 1.5054 +2025-06-19 00:07:38,123 - mmdet - INFO - Epoch [2][7100/7330] lr: 3.000e-04, eta: 3 days, 4:55:12, time: 1.073, data_time: 0.036, memory: 21220, loss_rpn_cls: 0.0658, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2745, s0.acc: 92.2188, s0.loss_bbox: 0.2676, s0.loss_mask: 0.3022, s1.loss_cls: 0.1252, s1.acc: 92.6030, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1442, s2.loss_cls: 0.0570, s2.acc: 93.0650, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0676, loss: 1.4935 +2025-06-19 00:08:31,689 - mmdet - INFO - Epoch [2][7150/7330] lr: 3.000e-04, eta: 3 days, 4:53:43, time: 1.071, data_time: 0.041, memory: 21220, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2724, s0.acc: 92.3105, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3060, s1.loss_cls: 0.1260, s1.acc: 92.5626, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1438, s2.loss_cls: 0.0569, s2.acc: 93.1619, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0666, loss: 1.4810 +2025-06-19 00:09:36,720 - mmdet - INFO - Epoch [2][7200/7330] lr: 3.000e-04, eta: 3 days, 4:55:31, time: 1.300, data_time: 0.030, memory: 21220, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2625, s0.acc: 92.5708, s0.loss_bbox: 0.2504, s0.loss_mask: 0.3013, s1.loss_cls: 0.1212, s1.acc: 92.8572, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1426, s2.loss_cls: 0.0551, s2.acc: 93.3676, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0659, loss: 1.4447 +2025-06-19 00:10:37,330 - mmdet - INFO - Epoch [2][7250/7330] lr: 3.000e-04, eta: 3 days, 4:56:02, time: 1.212, data_time: 0.034, memory: 21220, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2648, s0.acc: 92.4995, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2961, s1.loss_cls: 0.1209, s1.acc: 92.9791, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1415, s2.loss_cls: 0.0555, s2.acc: 93.3824, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0657, loss: 1.4427 +2025-06-19 00:11:30,518 - mmdet - INFO - Epoch [2][7300/7330] lr: 3.000e-04, eta: 3 days, 4:54:26, time: 1.064, data_time: 0.037, memory: 21220, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2720, s0.acc: 92.2366, s0.loss_bbox: 0.2666, s0.loss_mask: 0.2985, s1.loss_cls: 0.1250, s1.acc: 92.6185, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1426, s2.loss_cls: 0.0573, s2.acc: 93.0487, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0668, loss: 1.4819 +2025-06-19 00:12:11,169 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-06-19 00:16:02,829 - mmdet - INFO - Evaluating bbox... +2025-06-19 00:16:45,832 - mmdet - INFO - Evaluating segm... +2025-06-19 00:17:25,729 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 00:17:25,729 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.2810, bbox_mAP_50: 0.4250, bbox_mAP_75: 0.3020, bbox_mAP_s: 0.1700, bbox_mAP_m: 0.2890, bbox_mAP_l: 0.3720, bbox_mAP_copypaste: 0.281 0.425 0.302 0.170 0.289 0.372, segm_mAP: 0.2500, segm_mAP_50: 0.4040, segm_mAP_75: 0.2660, segm_mAP_s: 0.1380, segm_mAP_m: 0.2620, segm_mAP_l: 0.3400, segm_mAP_copypaste: 0.250 0.404 0.266 0.138 0.262 0.340 +2025-06-19 00:19:40,159 - mmdet - INFO - Epoch [3][50/7330] lr: 3.000e-04, eta: 3 days, 5:05:48, time: 2.687, data_time: 1.556, memory: 21220, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2629, s0.acc: 92.3882, s0.loss_bbox: 0.2551, s0.loss_mask: 0.3065, s1.loss_cls: 0.1198, s1.acc: 92.8222, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1465, s2.loss_cls: 0.0546, s2.acc: 93.2141, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0684, loss: 1.4632 +2025-06-19 00:20:41,222 - mmdet - INFO - Epoch [3][100/7330] lr: 3.000e-04, eta: 3 days, 5:06:24, time: 1.222, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2712, s0.acc: 92.2961, s0.loss_bbox: 0.2564, s0.loss_mask: 0.3030, s1.loss_cls: 0.1246, s1.acc: 92.6734, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1438, s2.loss_cls: 0.0567, s2.acc: 93.0688, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0668, loss: 1.4675 +2025-06-19 00:21:49,332 - mmdet - INFO - Epoch [3][150/7330] lr: 3.000e-04, eta: 3 days, 5:08:56, time: 1.362, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2676, s0.acc: 92.2432, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2971, s1.loss_cls: 0.1227, s1.acc: 92.6703, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1413, s2.loss_cls: 0.0566, s2.acc: 93.0260, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0654, loss: 1.4479 +2025-06-19 00:22:53,488 - mmdet - INFO - Epoch [3][200/7330] lr: 3.000e-04, eta: 3 days, 5:10:21, time: 1.283, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0650, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2618, s0.acc: 92.3386, s0.loss_bbox: 0.2606, s0.loss_mask: 0.3031, s1.loss_cls: 0.1187, s1.acc: 92.8026, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1421, s2.loss_cls: 0.0544, s2.acc: 93.1982, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0660, loss: 1.4540 +2025-06-19 00:23:49,078 - mmdet - INFO - Epoch [3][250/7330] lr: 3.000e-04, eta: 3 days, 5:09:22, time: 1.112, data_time: 0.043, memory: 21912, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2768, s0.acc: 92.0693, s0.loss_bbox: 0.2670, s0.loss_mask: 0.3124, s1.loss_cls: 0.1270, s1.acc: 92.4423, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1497, s2.loss_cls: 0.0577, s2.acc: 92.9461, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0696, loss: 1.5180 +2025-06-19 00:24:44,055 - mmdet - INFO - Epoch [3][300/7330] lr: 3.000e-04, eta: 3 days, 5:08:13, time: 1.099, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2680, s0.acc: 92.3589, s0.loss_bbox: 0.2552, s0.loss_mask: 0.3106, s1.loss_cls: 0.1219, s1.acc: 92.7469, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1476, s2.loss_cls: 0.0553, s2.acc: 93.2343, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0685, loss: 1.4688 +2025-06-19 00:25:39,756 - mmdet - INFO - Epoch [3][350/7330] lr: 3.000e-04, eta: 3 days, 5:07:16, time: 1.115, data_time: 0.039, memory: 21912, loss_rpn_cls: 0.0716, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2713, s0.acc: 92.2393, s0.loss_bbox: 0.2651, s0.loss_mask: 0.3074, s1.loss_cls: 0.1220, s1.acc: 92.7888, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1474, s2.loss_cls: 0.0561, s2.acc: 93.2037, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0684, loss: 1.4965 +2025-06-19 00:26:34,212 - mmdet - INFO - Epoch [3][400/7330] lr: 3.000e-04, eta: 3 days, 5:05:58, time: 1.089, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0647, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2574, s0.acc: 92.5745, s0.loss_bbox: 0.2549, s0.loss_mask: 0.3069, s1.loss_cls: 0.1171, s1.acc: 93.0220, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1466, s2.loss_cls: 0.0544, s2.acc: 93.3268, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0681, loss: 1.4527 +2025-06-19 00:27:31,642 - mmdet - INFO - Epoch [3][450/7330] lr: 3.000e-04, eta: 3 days, 5:05:30, time: 1.148, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0696, loss_rpn_bbox: 0.0390, s0.loss_cls: 0.2657, s0.acc: 92.2732, s0.loss_bbox: 0.2614, s0.loss_mask: 0.3115, s1.loss_cls: 0.1225, s1.acc: 92.6243, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1498, s2.loss_cls: 0.0562, s2.acc: 93.0340, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0702, loss: 1.4951 +2025-06-19 00:28:35,039 - mmdet - INFO - Epoch [3][500/7330] lr: 3.000e-04, eta: 3 days, 5:06:39, time: 1.267, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0607, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2659, s0.acc: 92.4551, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2995, s1.loss_cls: 0.1202, s1.acc: 92.8909, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1426, s2.loss_cls: 0.0542, s2.acc: 93.4940, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0665, loss: 1.4424 +2025-06-19 00:29:36,400 - mmdet - INFO - Epoch [3][550/7330] lr: 3.000e-04, eta: 3 days, 5:07:14, time: 1.228, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2632, s0.acc: 92.5715, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2940, s1.loss_cls: 0.1196, s1.acc: 92.9498, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1403, s2.loss_cls: 0.0536, s2.acc: 93.5496, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0653, loss: 1.4290 +2025-06-19 00:30:29,156 - mmdet - INFO - Epoch [3][600/7330] lr: 3.000e-04, eta: 3 days, 5:05:28, time: 1.055, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2596, s0.acc: 92.6526, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2970, s1.loss_cls: 0.1175, s1.acc: 93.0306, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1416, s2.loss_cls: 0.0541, s2.acc: 93.4127, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0656, loss: 1.4248 +2025-06-19 00:31:23,701 - mmdet - INFO - Epoch [3][650/7330] lr: 3.000e-04, eta: 3 days, 5:04:12, time: 1.091, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2662, s0.acc: 92.2207, s0.loss_bbox: 0.2657, s0.loss_mask: 0.3034, s1.loss_cls: 0.1237, s1.acc: 92.5733, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1441, s2.loss_cls: 0.0560, s2.acc: 93.0882, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0665, loss: 1.4818 +2025-06-19 00:32:17,311 - mmdet - INFO - Epoch [3][700/7330] lr: 3.000e-04, eta: 3 days, 5:02:40, time: 1.072, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2586, s0.acc: 92.5381, s0.loss_bbox: 0.2532, s0.loss_mask: 0.3012, s1.loss_cls: 0.1178, s1.acc: 92.9726, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1434, s2.loss_cls: 0.0537, s2.acc: 93.3508, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0666, loss: 1.4382 +2025-06-19 00:33:11,372 - mmdet - INFO - Epoch [3][750/7330] lr: 3.000e-04, eta: 3 days, 5:01:16, time: 1.082, data_time: 0.044, memory: 21912, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0391, s0.loss_cls: 0.2705, s0.acc: 92.3315, s0.loss_bbox: 0.2613, s0.loss_mask: 0.3052, s1.loss_cls: 0.1232, s1.acc: 92.6957, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1455, s2.loss_cls: 0.0566, s2.acc: 93.1191, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0680, loss: 1.4831 +2025-06-19 00:34:08,196 - mmdet - INFO - Epoch [3][800/7330] lr: 3.000e-04, eta: 3 days, 5:00:37, time: 1.137, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2657, s0.acc: 92.4253, s0.loss_bbox: 0.2590, s0.loss_mask: 0.3015, s1.loss_cls: 0.1219, s1.acc: 92.8834, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1447, s2.loss_cls: 0.0554, s2.acc: 93.3499, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0675, loss: 1.4656 +2025-06-19 00:35:12,711 - mmdet - INFO - Epoch [3][850/7330] lr: 3.000e-04, eta: 3 days, 5:02:01, time: 1.290, data_time: 0.039, memory: 21912, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2686, s0.acc: 92.1238, s0.loss_bbox: 0.2708, s0.loss_mask: 0.3039, s1.loss_cls: 0.1219, s1.acc: 92.5976, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1453, s2.loss_cls: 0.0559, s2.acc: 93.1037, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0678, loss: 1.4894 +2025-06-19 00:36:12,544 - mmdet - INFO - Epoch [3][900/7330] lr: 3.000e-04, eta: 3 days, 5:02:09, time: 1.197, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2809, s0.acc: 92.0217, s0.loss_bbox: 0.2692, s0.loss_mask: 0.3016, s1.loss_cls: 0.1292, s1.acc: 92.3997, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1427, s2.loss_cls: 0.0592, s2.acc: 92.8440, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0669, loss: 1.5017 +2025-06-19 00:37:07,855 - mmdet - INFO - Epoch [3][950/7330] lr: 3.000e-04, eta: 3 days, 5:01:05, time: 1.106, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2703, s0.acc: 92.3125, s0.loss_bbox: 0.2545, s0.loss_mask: 0.3049, s1.loss_cls: 0.1231, s1.acc: 92.7274, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1441, s2.loss_cls: 0.0558, s2.acc: 93.2152, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0667, loss: 1.4648 +2025-06-19 00:38:01,889 - mmdet - INFO - Epoch [3][1000/7330] lr: 3.000e-04, eta: 3 days, 4:59:40, time: 1.081, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2740, s0.acc: 92.2039, s0.loss_bbox: 0.2657, s0.loss_mask: 0.2973, s1.loss_cls: 0.1253, s1.acc: 92.5237, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1405, s2.loss_cls: 0.0581, s2.acc: 92.9418, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0650, loss: 1.4784 +2025-06-19 00:38:54,637 - mmdet - INFO - Epoch [3][1050/7330] lr: 3.000e-04, eta: 3 days, 4:57:56, time: 1.055, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2765, s0.acc: 92.1321, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2987, s1.loss_cls: 0.1265, s1.acc: 92.5509, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1420, s2.loss_cls: 0.0575, s2.acc: 93.0675, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0658, loss: 1.4720 +2025-06-19 00:39:47,958 - mmdet - INFO - Epoch [3][1100/7330] lr: 3.000e-04, eta: 3 days, 4:56:20, time: 1.066, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2832, s0.acc: 91.8977, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2922, s1.loss_cls: 0.1293, s1.acc: 92.3437, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1386, s2.loss_cls: 0.0589, s2.acc: 92.9402, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0638, loss: 1.4856 +2025-06-19 00:40:41,427 - mmdet - INFO - Epoch [3][1150/7330] lr: 3.000e-04, eta: 3 days, 4:54:48, time: 1.069, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2763, s0.acc: 92.1760, s0.loss_bbox: 0.2668, s0.loss_mask: 0.3044, s1.loss_cls: 0.1270, s1.acc: 92.5351, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1433, s2.loss_cls: 0.0590, s2.acc: 92.9254, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0661, loss: 1.4926 +2025-06-19 00:41:45,583 - mmdet - INFO - Epoch [3][1200/7330] lr: 3.000e-04, eta: 3 days, 4:56:03, time: 1.283, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2701, s0.acc: 92.1626, s0.loss_bbox: 0.2727, s0.loss_mask: 0.3061, s1.loss_cls: 0.1247, s1.acc: 92.5827, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1454, s2.loss_cls: 0.0573, s2.acc: 92.9209, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0676, loss: 1.5003 +2025-06-19 00:42:47,000 - mmdet - INFO - Epoch [3][1250/7330] lr: 3.000e-04, eta: 3 days, 4:56:33, time: 1.228, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2725, s0.acc: 92.1978, s0.loss_bbox: 0.2639, s0.loss_mask: 0.3055, s1.loss_cls: 0.1255, s1.acc: 92.5444, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1456, s2.loss_cls: 0.0571, s2.acc: 93.0105, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0678, loss: 1.4879 +2025-06-19 00:43:42,935 - mmdet - INFO - Epoch [3][1300/7330] lr: 3.000e-04, eta: 3 days, 4:55:39, time: 1.119, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2601, s0.acc: 92.5674, s0.loss_bbox: 0.2537, s0.loss_mask: 0.3023, s1.loss_cls: 0.1210, s1.acc: 92.7648, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1429, s2.loss_cls: 0.0550, s2.acc: 93.2558, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0659, loss: 1.4417 +2025-06-19 00:44:36,474 - mmdet - INFO - Epoch [3][1350/7330] lr: 3.000e-04, eta: 3 days, 4:54:07, time: 1.071, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2811, s0.acc: 92.0452, s0.loss_bbox: 0.2663, s0.loss_mask: 0.3001, s1.loss_cls: 0.1296, s1.acc: 92.3384, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1414, s2.loss_cls: 0.0591, s2.acc: 92.8223, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0655, loss: 1.4944 +2025-06-19 00:45:29,677 - mmdet - INFO - Epoch [3][1400/7330] lr: 3.000e-04, eta: 3 days, 4:52:31, time: 1.064, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2683, s0.acc: 92.4001, s0.loss_bbox: 0.2608, s0.loss_mask: 0.3004, s1.loss_cls: 0.1229, s1.acc: 92.7449, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1424, s2.loss_cls: 0.0556, s2.acc: 93.2242, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0659, loss: 1.4659 +2025-06-19 00:46:23,567 - mmdet - INFO - Epoch [3][1450/7330] lr: 3.000e-04, eta: 3 days, 4:51:04, time: 1.077, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0674, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.2838, s0.acc: 91.9341, s0.loss_bbox: 0.2762, s0.loss_mask: 0.3056, s1.loss_cls: 0.1285, s1.acc: 92.4863, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1444, s2.loss_cls: 0.0588, s2.acc: 92.8893, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0672, loss: 1.5290 +2025-06-19 00:47:16,557 - mmdet - INFO - Epoch [3][1500/7330] lr: 3.000e-04, eta: 3 days, 4:49:26, time: 1.061, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0634, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2738, s0.acc: 92.2690, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2960, s1.loss_cls: 0.1250, s1.acc: 92.6363, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1412, s2.loss_cls: 0.0576, s2.acc: 92.9840, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0657, loss: 1.4681 +2025-06-19 00:48:19,554 - mmdet - INFO - Epoch [3][1550/7330] lr: 3.000e-04, eta: 3 days, 4:50:19, time: 1.260, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2712, s0.acc: 92.3582, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3032, s1.loss_cls: 0.1236, s1.acc: 92.7179, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1432, s2.loss_cls: 0.0567, s2.acc: 93.1587, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0666, loss: 1.4696 +2025-06-19 00:49:18,462 - mmdet - INFO - Epoch [3][1600/7330] lr: 3.000e-04, eta: 3 days, 4:50:10, time: 1.178, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0653, loss_rpn_bbox: 0.0378, s0.loss_cls: 0.2787, s0.acc: 92.0642, s0.loss_bbox: 0.2756, s0.loss_mask: 0.3074, s1.loss_cls: 0.1267, s1.acc: 92.4303, s1.loss_bbox: 0.1161, s1.loss_mask: 0.1457, s2.loss_cls: 0.0584, s2.acc: 92.9379, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0678, loss: 1.5215 +2025-06-19 00:50:17,385 - mmdet - INFO - Epoch [3][1650/7330] lr: 3.000e-04, eta: 3 days, 4:50:00, time: 1.178, data_time: 0.042, memory: 21912, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2700, s0.acc: 92.3579, s0.loss_bbox: 0.2602, s0.loss_mask: 0.3004, s1.loss_cls: 0.1253, s1.acc: 92.5570, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1421, s2.loss_cls: 0.0573, s2.acc: 92.9082, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0657, loss: 1.4651 +2025-06-19 00:51:10,871 - mmdet - INFO - Epoch [3][1700/7330] lr: 3.000e-04, eta: 3 days, 4:48:29, time: 1.070, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0648, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2811, s0.acc: 91.9165, s0.loss_bbox: 0.2677, s0.loss_mask: 0.2957, s1.loss_cls: 0.1298, s1.acc: 92.2572, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1413, s2.loss_cls: 0.0591, s2.acc: 92.6677, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0652, loss: 1.4976 +2025-06-19 00:52:04,174 - mmdet - INFO - Epoch [3][1750/7330] lr: 3.000e-04, eta: 3 days, 4:46:54, time: 1.065, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2716, s0.acc: 92.2402, s0.loss_bbox: 0.2644, s0.loss_mask: 0.3020, s1.loss_cls: 0.1251, s1.acc: 92.6638, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1431, s2.loss_cls: 0.0580, s2.acc: 93.0297, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0660, loss: 1.4846 +2025-06-19 00:52:57,815 - mmdet - INFO - Epoch [3][1800/7330] lr: 3.000e-04, eta: 3 days, 4:45:26, time: 1.073, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2789, s0.acc: 92.0654, s0.loss_bbox: 0.2697, s0.loss_mask: 0.2976, s1.loss_cls: 0.1276, s1.acc: 92.5178, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1407, s2.loss_cls: 0.0582, s2.acc: 93.0114, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0651, loss: 1.4891 +2025-06-19 00:53:51,430 - mmdet - INFO - Epoch [3][1850/7330] lr: 3.000e-04, eta: 3 days, 4:43:56, time: 1.072, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2918, s0.acc: 91.7700, s0.loss_bbox: 0.2798, s0.loss_mask: 0.3050, s1.loss_cls: 0.1345, s1.acc: 92.1887, s1.loss_bbox: 0.1175, s1.loss_mask: 0.1459, s2.loss_cls: 0.0620, s2.acc: 92.6208, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0672, loss: 1.5455 +2025-06-19 00:54:57,840 - mmdet - INFO - Epoch [3][1900/7330] lr: 3.000e-04, eta: 3 days, 4:45:39, time: 1.328, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2812, s0.acc: 91.9353, s0.loss_bbox: 0.2675, s0.loss_mask: 0.3010, s1.loss_cls: 0.1303, s1.acc: 92.2943, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1427, s2.loss_cls: 0.0589, s2.acc: 92.8938, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0664, loss: 1.4970 +2025-06-19 00:55:53,405 - mmdet - INFO - Epoch [3][1950/7330] lr: 3.000e-04, eta: 3 days, 4:44:38, time: 1.111, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2721, s0.acc: 92.1301, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2922, s1.loss_cls: 0.1258, s1.acc: 92.4979, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1397, s2.loss_cls: 0.0573, s2.acc: 92.9570, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0645, loss: 1.4512 +2025-06-19 00:56:56,306 - mmdet - INFO - Epoch [3][2000/7330] lr: 3.000e-04, eta: 3 days, 4:45:27, time: 1.258, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2729, s0.acc: 92.3093, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3037, s1.loss_cls: 0.1255, s1.acc: 92.6899, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1443, s2.loss_cls: 0.0576, s2.acc: 93.0986, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0666, loss: 1.4758 +2025-06-19 00:57:50,278 - mmdet - INFO - Epoch [3][2050/7330] lr: 3.000e-04, eta: 3 days, 4:44:02, time: 1.079, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0666, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2781, s0.acc: 92.0991, s0.loss_bbox: 0.2727, s0.loss_mask: 0.3039, s1.loss_cls: 0.1272, s1.acc: 92.5656, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1443, s2.loss_cls: 0.0581, s2.acc: 92.9888, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0671, loss: 1.5108 +2025-06-19 00:58:44,007 - mmdet - INFO - Epoch [3][2100/7330] lr: 3.000e-04, eta: 3 days, 4:42:35, time: 1.074, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0656, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.2840, s0.acc: 91.8467, s0.loss_bbox: 0.2739, s0.loss_mask: 0.3017, s1.loss_cls: 0.1322, s1.acc: 92.1796, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1437, s2.loss_cls: 0.0605, s2.acc: 92.6591, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0665, loss: 1.5229 +2025-06-19 00:59:37,565 - mmdet - INFO - Epoch [3][2150/7330] lr: 3.000e-04, eta: 3 days, 4:41:05, time: 1.071, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2703, s0.acc: 92.2322, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2981, s1.loss_cls: 0.1258, s1.acc: 92.5394, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1419, s2.loss_cls: 0.0576, s2.acc: 92.9309, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0661, loss: 1.4759 +2025-06-19 01:00:30,594 - mmdet - INFO - Epoch [3][2200/7330] lr: 3.000e-04, eta: 3 days, 4:39:27, time: 1.061, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0624, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2741, s0.acc: 91.9905, s0.loss_bbox: 0.2699, s0.loss_mask: 0.3084, s1.loss_cls: 0.1273, s1.acc: 92.3047, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1466, s2.loss_cls: 0.0575, s2.acc: 92.7773, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0683, loss: 1.5046 +2025-06-19 01:01:31,456 - mmdet - INFO - Epoch [3][2250/7330] lr: 3.000e-04, eta: 3 days, 4:39:45, time: 1.217, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0649, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2660, s0.acc: 92.3394, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2995, s1.loss_cls: 0.1213, s1.acc: 92.7463, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1428, s2.loss_cls: 0.0561, s2.acc: 93.0880, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0663, loss: 1.4766 +2025-06-19 01:02:29,943 - mmdet - INFO - Epoch [3][2300/7330] lr: 3.000e-04, eta: 3 days, 4:39:27, time: 1.170, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2691, s0.acc: 92.2798, s0.loss_bbox: 0.2640, s0.loss_mask: 0.3062, s1.loss_cls: 0.1258, s1.acc: 92.4749, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1450, s2.loss_cls: 0.0571, s2.acc: 92.9845, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0674, loss: 1.4903 +2025-06-19 01:03:32,413 - mmdet - INFO - Epoch [3][2350/7330] lr: 3.000e-04, eta: 3 days, 4:40:07, time: 1.250, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0669, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2970, s0.acc: 91.6101, s0.loss_bbox: 0.2848, s0.loss_mask: 0.3067, s1.loss_cls: 0.1343, s1.acc: 92.1114, s1.loss_bbox: 0.1187, s1.loss_mask: 0.1444, s2.loss_cls: 0.0612, s2.acc: 92.5570, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0668, loss: 1.5607 +2025-06-19 01:04:25,195 - mmdet - INFO - Epoch [3][2400/7330] lr: 3.000e-04, eta: 3 days, 4:38:25, time: 1.056, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2757, s0.acc: 92.1106, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2967, s1.loss_cls: 0.1264, s1.acc: 92.4331, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1415, s2.loss_cls: 0.0580, s2.acc: 92.9310, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0656, loss: 1.4792 +2025-06-19 01:05:19,119 - mmdet - INFO - Epoch [3][2450/7330] lr: 3.000e-04, eta: 3 days, 4:37:01, time: 1.078, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0690, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2816, s0.acc: 91.9324, s0.loss_bbox: 0.2776, s0.loss_mask: 0.3017, s1.loss_cls: 0.1280, s1.acc: 92.4313, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1428, s2.loss_cls: 0.0581, s2.acc: 92.9006, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0666, loss: 1.5228 +2025-06-19 01:06:12,214 - mmdet - INFO - Epoch [3][2500/7330] lr: 3.000e-04, eta: 3 days, 4:35:25, time: 1.063, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2720, s0.acc: 92.2148, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2974, s1.loss_cls: 0.1266, s1.acc: 92.5891, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1438, s2.loss_cls: 0.0578, s2.acc: 92.9480, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0659, loss: 1.4792 +2025-06-19 01:07:04,765 - mmdet - INFO - Epoch [3][2550/7330] lr: 3.000e-04, eta: 3 days, 4:33:41, time: 1.050, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2760, s0.acc: 92.0503, s0.loss_bbox: 0.2624, s0.loss_mask: 0.3012, s1.loss_cls: 0.1275, s1.acc: 92.5099, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1432, s2.loss_cls: 0.0585, s2.acc: 92.9024, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0655, loss: 1.4780 +2025-06-19 01:08:00,569 - mmdet - INFO - Epoch [3][2600/7330] lr: 3.000e-04, eta: 3 days, 4:32:45, time: 1.117, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2842, s0.acc: 91.9292, s0.loss_bbox: 0.2734, s0.loss_mask: 0.3085, s1.loss_cls: 0.1303, s1.acc: 92.2853, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1460, s2.loss_cls: 0.0595, s2.acc: 92.7815, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0674, loss: 1.5325 +2025-06-19 01:09:03,639 - mmdet - INFO - Epoch [3][2650/7330] lr: 3.000e-04, eta: 3 days, 4:33:31, time: 1.261, data_time: 0.042, memory: 21912, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2767, s0.acc: 92.0452, s0.loss_bbox: 0.2634, s0.loss_mask: 0.3040, s1.loss_cls: 0.1271, s1.acc: 92.4208, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1431, s2.loss_cls: 0.0573, s2.acc: 92.9243, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0661, loss: 1.4867 +2025-06-19 01:10:01,907 - mmdet - INFO - Epoch [3][2700/7330] lr: 3.000e-04, eta: 3 days, 4:33:09, time: 1.166, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.2790, s0.acc: 91.9009, s0.loss_bbox: 0.2684, s0.loss_mask: 0.3030, s1.loss_cls: 0.1287, s1.acc: 92.2611, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1423, s2.loss_cls: 0.0585, s2.acc: 92.8199, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0658, loss: 1.5043 +2025-06-19 01:10:57,647 - mmdet - INFO - Epoch [3][2750/7330] lr: 3.000e-04, eta: 3 days, 4:32:11, time: 1.115, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2793, s0.acc: 92.0347, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3045, s1.loss_cls: 0.1282, s1.acc: 92.4301, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1447, s2.loss_cls: 0.0571, s2.acc: 93.0579, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0676, loss: 1.5075 +2025-06-19 01:11:51,025 - mmdet - INFO - Epoch [3][2800/7330] lr: 3.000e-04, eta: 3 days, 4:30:40, time: 1.067, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2624, s0.acc: 92.4761, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2942, s1.loss_cls: 0.1211, s1.acc: 92.7913, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1413, s2.loss_cls: 0.0553, s2.acc: 93.1113, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0661, loss: 1.4371 +2025-06-19 01:12:44,949 - mmdet - INFO - Epoch [3][2850/7330] lr: 3.000e-04, eta: 3 days, 4:29:16, time: 1.079, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2728, s0.acc: 92.0369, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2985, s1.loss_cls: 0.1272, s1.acc: 92.2616, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1422, s2.loss_cls: 0.0588, s2.acc: 92.6608, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0652, loss: 1.4887 +2025-06-19 01:13:38,363 - mmdet - INFO - Epoch [3][2900/7330] lr: 3.000e-04, eta: 3 days, 4:27:46, time: 1.068, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.2773, s0.acc: 91.8916, s0.loss_bbox: 0.2784, s0.loss_mask: 0.2918, s1.loss_cls: 0.1268, s1.acc: 92.3855, s1.loss_bbox: 0.1177, s1.loss_mask: 0.1385, s2.loss_cls: 0.0579, s2.acc: 92.8711, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0646, loss: 1.4976 +2025-06-19 01:14:34,403 - mmdet - INFO - Epoch [3][2950/7330] lr: 3.000e-04, eta: 3 days, 4:26:52, time: 1.121, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2601, s0.acc: 92.4595, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2963, s1.loss_cls: 0.1194, s1.acc: 92.8581, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1431, s2.loss_cls: 0.0550, s2.acc: 93.1847, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0663, loss: 1.4454 +2025-06-19 01:15:38,067 - mmdet - INFO - Epoch [3][3000/7330] lr: 3.000e-04, eta: 3 days, 4:27:45, time: 1.273, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2744, s0.acc: 92.1318, s0.loss_bbox: 0.2677, s0.loss_mask: 0.3021, s1.loss_cls: 0.1263, s1.acc: 92.4505, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1436, s2.loss_cls: 0.0584, s2.acc: 92.8538, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0665, loss: 1.4957 +2025-06-19 01:16:34,417 - mmdet - INFO - Epoch [3][3050/7330] lr: 3.000e-04, eta: 3 days, 4:26:55, time: 1.127, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2709, s0.acc: 92.0667, s0.loss_bbox: 0.2721, s0.loss_mask: 0.2985, s1.loss_cls: 0.1250, s1.acc: 92.3512, s1.loss_bbox: 0.1171, s1.loss_mask: 0.1422, s2.loss_cls: 0.0577, s2.acc: 92.7463, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0661, loss: 1.4892 +2025-06-19 01:17:33,441 - mmdet - INFO - Epoch [3][3100/7330] lr: 3.000e-04, eta: 3 days, 4:26:43, time: 1.181, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2689, s0.acc: 92.3020, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3016, s1.loss_cls: 0.1246, s1.acc: 92.5898, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1444, s2.loss_cls: 0.0583, s2.acc: 92.8714, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0666, loss: 1.4765 +2025-06-19 01:18:27,669 - mmdet - INFO - Epoch [3][3150/7330] lr: 3.000e-04, eta: 3 days, 4:25:24, time: 1.085, data_time: 0.039, memory: 21912, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2627, s0.acc: 92.3027, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2985, s1.loss_cls: 0.1210, s1.acc: 92.6806, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1429, s2.loss_cls: 0.0561, s2.acc: 93.0305, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0663, loss: 1.4672 +2025-06-19 01:19:21,500 - mmdet - INFO - Epoch [3][3200/7330] lr: 3.000e-04, eta: 3 days, 4:23:59, time: 1.077, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2725, s0.acc: 92.0676, s0.loss_bbox: 0.2702, s0.loss_mask: 0.2990, s1.loss_cls: 0.1261, s1.acc: 92.4000, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1427, s2.loss_cls: 0.0583, s2.acc: 92.8399, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0664, loss: 1.4928 +2025-06-19 01:20:14,899 - mmdet - INFO - Epoch [3][3250/7330] lr: 3.000e-04, eta: 3 days, 4:22:29, time: 1.068, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2694, s0.acc: 92.0891, s0.loss_bbox: 0.2674, s0.loss_mask: 0.3045, s1.loss_cls: 0.1233, s1.acc: 92.5173, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1450, s2.loss_cls: 0.0564, s2.acc: 92.9986, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0672, loss: 1.4931 +2025-06-19 01:21:10,620 - mmdet - INFO - Epoch [3][3300/7330] lr: 3.000e-04, eta: 3 days, 4:21:31, time: 1.114, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2689, s0.acc: 92.2192, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2984, s1.loss_cls: 0.1258, s1.acc: 92.4625, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1424, s2.loss_cls: 0.0577, s2.acc: 92.8402, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0657, loss: 1.4622 +2025-06-19 01:22:14,548 - mmdet - INFO - Epoch [3][3350/7330] lr: 3.000e-04, eta: 3 days, 4:22:24, time: 1.279, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2656, s0.acc: 92.0383, s0.loss_bbox: 0.2738, s0.loss_mask: 0.3031, s1.loss_cls: 0.1233, s1.acc: 92.3545, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1440, s2.loss_cls: 0.0564, s2.acc: 92.8562, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0665, loss: 1.4912 +2025-06-19 01:23:10,349 - mmdet - INFO - Epoch [3][3400/7330] lr: 3.000e-04, eta: 3 days, 4:21:27, time: 1.116, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2688, s0.acc: 92.2178, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2948, s1.loss_cls: 0.1229, s1.acc: 92.6436, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1393, s2.loss_cls: 0.0569, s2.acc: 93.0048, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0637, loss: 1.4510 +2025-06-19 01:24:08,845 - mmdet - INFO - Epoch [3][3450/7330] lr: 3.000e-04, eta: 3 days, 4:21:06, time: 1.170, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2569, s0.acc: 92.4849, s0.loss_bbox: 0.2580, s0.loss_mask: 0.3003, s1.loss_cls: 0.1188, s1.acc: 92.7810, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1417, s2.loss_cls: 0.0546, s2.acc: 93.1924, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0656, loss: 1.4456 +2025-06-19 01:25:01,641 - mmdet - INFO - Epoch [3][3500/7330] lr: 3.000e-04, eta: 3 days, 4:19:28, time: 1.056, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0714, loss_rpn_bbox: 0.0380, s0.loss_cls: 0.2649, s0.acc: 92.4292, s0.loss_bbox: 0.2657, s0.loss_mask: 0.3011, s1.loss_cls: 0.1195, s1.acc: 92.9448, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1436, s2.loss_cls: 0.0544, s2.acc: 93.4199, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0669, loss: 1.4779 +2025-06-19 01:25:55,347 - mmdet - INFO - Epoch [3][3550/7330] lr: 3.000e-04, eta: 3 days, 4:18:02, time: 1.074, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2673, s0.acc: 92.1953, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2925, s1.loss_cls: 0.1246, s1.acc: 92.4428, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1390, s2.loss_cls: 0.0576, s2.acc: 92.8706, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0647, loss: 1.4535 +2025-06-19 01:26:49,620 - mmdet - INFO - Epoch [3][3600/7330] lr: 3.000e-04, eta: 3 days, 4:16:44, time: 1.086, data_time: 0.041, memory: 21912, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2917, s0.acc: 91.6309, s0.loss_bbox: 0.2787, s0.loss_mask: 0.3014, s1.loss_cls: 0.1333, s1.acc: 92.0468, s1.loss_bbox: 0.1174, s1.loss_mask: 0.1420, s2.loss_cls: 0.0603, s2.acc: 92.6795, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0652, loss: 1.5291 +2025-06-19 01:27:45,629 - mmdet - INFO - Epoch [3][3650/7330] lr: 3.000e-04, eta: 3 days, 4:15:50, time: 1.120, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2832, s0.acc: 92.0278, s0.loss_bbox: 0.2641, s0.loss_mask: 0.3018, s1.loss_cls: 0.1312, s1.acc: 92.3382, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1443, s2.loss_cls: 0.0605, s2.acc: 92.7540, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0671, loss: 1.4968 +2025-06-19 01:28:48,404 - mmdet - INFO - Epoch [3][3700/7330] lr: 3.000e-04, eta: 3 days, 4:16:26, time: 1.256, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2741, s0.acc: 92.2510, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2915, s1.loss_cls: 0.1232, s1.acc: 92.7910, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1388, s2.loss_cls: 0.0571, s2.acc: 93.0225, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0648, loss: 1.4550 +2025-06-19 01:29:41,995 - mmdet - INFO - Epoch [3][3750/7330] lr: 3.000e-04, eta: 3 days, 4:14:59, time: 1.072, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0655, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.2759, s0.acc: 91.9976, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2963, s1.loss_cls: 0.1260, s1.acc: 92.3861, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1412, s2.loss_cls: 0.0576, s2.acc: 92.9056, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0656, loss: 1.4950 +2025-06-19 01:30:42,709 - mmdet - INFO - Epoch [3][3800/7330] lr: 3.000e-04, eta: 3 days, 4:15:07, time: 1.214, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2572, s0.acc: 92.5044, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2954, s1.loss_cls: 0.1198, s1.acc: 92.7738, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1415, s2.loss_cls: 0.0553, s2.acc: 93.2015, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0658, loss: 1.4310 +2025-06-19 01:31:35,114 - mmdet - INFO - Epoch [3][3850/7330] lr: 3.000e-04, eta: 3 days, 4:13:24, time: 1.048, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2691, s0.acc: 92.3601, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2991, s1.loss_cls: 0.1219, s1.acc: 92.8132, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1413, s2.loss_cls: 0.0559, s2.acc: 93.2817, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0654, loss: 1.4632 +2025-06-19 01:32:28,242 - mmdet - INFO - Epoch [3][3900/7330] lr: 3.000e-04, eta: 3 days, 4:11:51, time: 1.062, data_time: 0.042, memory: 21912, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2669, s0.acc: 92.2417, s0.loss_bbox: 0.2642, s0.loss_mask: 0.3071, s1.loss_cls: 0.1218, s1.acc: 92.6428, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1453, s2.loss_cls: 0.0554, s2.acc: 93.0799, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0670, loss: 1.4805 +2025-06-19 01:33:20,695 - mmdet - INFO - Epoch [3][3950/7330] lr: 3.000e-04, eta: 3 days, 4:10:10, time: 1.050, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2592, s0.acc: 92.5525, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2977, s1.loss_cls: 0.1184, s1.acc: 92.9186, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1412, s2.loss_cls: 0.0545, s2.acc: 93.3403, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0667, loss: 1.4389 +2025-06-19 01:34:15,993 - mmdet - INFO - Epoch [3][4000/7330] lr: 3.000e-04, eta: 3 days, 4:09:06, time: 1.106, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2686, s0.acc: 92.1692, s0.loss_bbox: 0.2651, s0.loss_mask: 0.3025, s1.loss_cls: 0.1241, s1.acc: 92.4902, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1435, s2.loss_cls: 0.0571, s2.acc: 92.9084, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0667, loss: 1.4799 +2025-06-19 01:35:14,089 - mmdet - INFO - Epoch [3][4050/7330] lr: 3.000e-04, eta: 3 days, 4:08:39, time: 1.162, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0644, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2544, s0.acc: 92.6978, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2965, s1.loss_cls: 0.1167, s1.acc: 93.0688, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1406, s2.loss_cls: 0.0531, s2.acc: 93.3386, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0651, loss: 1.4149 +2025-06-19 01:36:12,387 - mmdet - INFO - Epoch [3][4100/7330] lr: 3.000e-04, eta: 3 days, 4:08:14, time: 1.166, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0386, s0.loss_cls: 0.2697, s0.acc: 92.1294, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2960, s1.loss_cls: 0.1244, s1.acc: 92.5339, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1406, s2.loss_cls: 0.0574, s2.acc: 92.9283, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0651, loss: 1.4784 +2025-06-19 01:37:14,973 - mmdet - INFO - Epoch [3][4150/7330] lr: 3.000e-04, eta: 3 days, 4:08:45, time: 1.251, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2571, s0.acc: 92.4680, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2923, s1.loss_cls: 0.1182, s1.acc: 92.7886, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1398, s2.loss_cls: 0.0538, s2.acc: 93.2666, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0649, loss: 1.4333 +2025-06-19 01:38:08,051 - mmdet - INFO - Epoch [3][4200/7330] lr: 3.000e-04, eta: 3 days, 4:07:13, time: 1.062, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2613, s0.acc: 92.3049, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2936, s1.loss_cls: 0.1226, s1.acc: 92.5303, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1401, s2.loss_cls: 0.0562, s2.acc: 93.0743, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0654, loss: 1.4400 +2025-06-19 01:39:01,512 - mmdet - INFO - Epoch [3][4250/7330] lr: 3.000e-04, eta: 3 days, 4:05:45, time: 1.069, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2685, s0.acc: 92.0657, s0.loss_bbox: 0.2740, s0.loss_mask: 0.2964, s1.loss_cls: 0.1243, s1.acc: 92.4679, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1407, s2.loss_cls: 0.0567, s2.acc: 92.9290, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0651, loss: 1.4765 +2025-06-19 01:39:54,859 - mmdet - INFO - Epoch [3][4300/7330] lr: 3.000e-04, eta: 3 days, 4:04:16, time: 1.067, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2520, s0.acc: 92.6533, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2945, s1.loss_cls: 0.1159, s1.acc: 93.0114, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1414, s2.loss_cls: 0.0531, s2.acc: 93.4032, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0660, loss: 1.4254 +2025-06-19 01:40:49,989 - mmdet - INFO - Epoch [3][4350/7330] lr: 3.000e-04, eta: 3 days, 4:03:10, time: 1.103, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2544, s0.acc: 92.6228, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2887, s1.loss_cls: 0.1170, s1.acc: 93.0158, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1371, s2.loss_cls: 0.0535, s2.acc: 93.4302, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0633, loss: 1.4035 +2025-06-19 01:41:43,050 - mmdet - INFO - Epoch [3][4400/7330] lr: 3.000e-04, eta: 3 days, 4:01:37, time: 1.061, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2674, s0.acc: 92.2053, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2953, s1.loss_cls: 0.1239, s1.acc: 92.5378, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1409, s2.loss_cls: 0.0571, s2.acc: 92.9061, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0653, loss: 1.4655 +2025-06-19 01:42:46,380 - mmdet - INFO - Epoch [3][4450/7330] lr: 3.000e-04, eta: 3 days, 4:02:17, time: 1.267, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2616, s0.acc: 92.3782, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2998, s1.loss_cls: 0.1216, s1.acc: 92.6264, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1431, s2.loss_cls: 0.0559, s2.acc: 93.0306, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0662, loss: 1.4586 +2025-06-19 01:43:44,309 - mmdet - INFO - Epoch [3][4500/7330] lr: 3.000e-04, eta: 3 days, 4:01:46, time: 1.158, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2602, s0.acc: 92.4695, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2935, s1.loss_cls: 0.1211, s1.acc: 92.7734, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1402, s2.loss_cls: 0.0559, s2.acc: 93.1092, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0654, loss: 1.4313 +2025-06-19 01:44:40,852 - mmdet - INFO - Epoch [3][4550/7330] lr: 3.000e-04, eta: 3 days, 4:00:58, time: 1.131, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2648, s0.acc: 92.2524, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2872, s1.loss_cls: 0.1218, s1.acc: 92.6493, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1368, s2.loss_cls: 0.0552, s2.acc: 93.1181, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0629, loss: 1.4398 +2025-06-19 01:45:33,659 - mmdet - INFO - Epoch [3][4600/7330] lr: 3.000e-04, eta: 3 days, 3:59:23, time: 1.056, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2588, s0.acc: 92.3491, s0.loss_bbox: 0.2673, s0.loss_mask: 0.3034, s1.loss_cls: 0.1204, s1.acc: 92.6524, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1447, s2.loss_cls: 0.0552, s2.acc: 93.0996, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0667, loss: 1.4628 +2025-06-19 01:46:26,452 - mmdet - INFO - Epoch [3][4650/7330] lr: 3.000e-04, eta: 3 days, 3:57:47, time: 1.056, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2729, s0.acc: 92.1917, s0.loss_bbox: 0.2669, s0.loss_mask: 0.2943, s1.loss_cls: 0.1265, s1.acc: 92.4671, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1402, s2.loss_cls: 0.0577, s2.acc: 92.9077, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0648, loss: 1.4729 +2025-06-19 01:47:19,862 - mmdet - INFO - Epoch [3][4700/7330] lr: 3.000e-04, eta: 3 days, 3:56:20, time: 1.068, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2693, s0.acc: 92.0610, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2992, s1.loss_cls: 0.1246, s1.acc: 92.4348, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1433, s2.loss_cls: 0.0578, s2.acc: 92.7830, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0672, loss: 1.4860 +2025-06-19 01:48:15,779 - mmdet - INFO - Epoch [3][4750/7330] lr: 3.000e-04, eta: 3 days, 3:55:24, time: 1.118, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2687, s0.acc: 92.1890, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2953, s1.loss_cls: 0.1238, s1.acc: 92.6487, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1399, s2.loss_cls: 0.0568, s2.acc: 93.0099, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0652, loss: 1.4733 +2025-06-19 01:49:14,133 - mmdet - INFO - Epoch [3][4800/7330] lr: 3.000e-04, eta: 3 days, 3:54:59, time: 1.167, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2563, s0.acc: 92.5112, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2937, s1.loss_cls: 0.1178, s1.acc: 92.9260, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1409, s2.loss_cls: 0.0540, s2.acc: 93.2432, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0657, loss: 1.4330 +2025-06-19 01:50:18,496 - mmdet - INFO - Epoch [3][4850/7330] lr: 3.000e-04, eta: 3 days, 3:55:49, time: 1.287, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2634, s0.acc: 92.4919, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2916, s1.loss_cls: 0.1217, s1.acc: 92.8024, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1404, s2.loss_cls: 0.0568, s2.acc: 93.0337, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0648, loss: 1.4329 +2025-06-19 01:51:14,304 - mmdet - INFO - Epoch [3][4900/7330] lr: 3.000e-04, eta: 3 days, 3:54:52, time: 1.117, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2680, s0.acc: 92.1741, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2907, s1.loss_cls: 0.1221, s1.acc: 92.5744, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1404, s2.loss_cls: 0.0567, s2.acc: 92.8881, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0652, loss: 1.4594 +2025-06-19 01:52:07,753 - mmdet - INFO - Epoch [3][4950/7330] lr: 3.000e-04, eta: 3 days, 3:53:25, time: 1.069, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2706, s0.acc: 92.2476, s0.loss_bbox: 0.2678, s0.loss_mask: 0.2993, s1.loss_cls: 0.1239, s1.acc: 92.6291, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1430, s2.loss_cls: 0.0567, s2.acc: 93.0499, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0668, loss: 1.4787 +2025-06-19 01:53:00,765 - mmdet - INFO - Epoch [3][5000/7330] lr: 3.000e-04, eta: 3 days, 3:51:53, time: 1.060, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0617, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2596, s0.acc: 92.5254, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2956, s1.loss_cls: 0.1190, s1.acc: 92.9064, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1408, s2.loss_cls: 0.0549, s2.acc: 93.2444, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0653, loss: 1.4413 +2025-06-19 01:53:54,397 - mmdet - INFO - Epoch [3][5050/7330] lr: 3.000e-04, eta: 3 days, 3:50:28, time: 1.073, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2749, s0.acc: 92.1692, s0.loss_bbox: 0.2688, s0.loss_mask: 0.2922, s1.loss_cls: 0.1262, s1.acc: 92.4838, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1393, s2.loss_cls: 0.0580, s2.acc: 92.8723, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0648, loss: 1.4760 +2025-06-19 01:54:50,124 - mmdet - INFO - Epoch [3][5100/7330] lr: 3.000e-04, eta: 3 days, 3:49:30, time: 1.115, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2892, s0.acc: 91.7542, s0.loss_bbox: 0.2705, s0.loss_mask: 0.2984, s1.loss_cls: 0.1347, s1.acc: 91.9674, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1431, s2.loss_cls: 0.0616, s2.acc: 92.4411, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0669, loss: 1.5160 +2025-06-19 01:55:48,520 - mmdet - INFO - Epoch [3][5150/7330] lr: 3.000e-04, eta: 3 days, 3:49:05, time: 1.168, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2573, s0.acc: 92.4380, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2964, s1.loss_cls: 0.1188, s1.acc: 92.7678, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1425, s2.loss_cls: 0.0547, s2.acc: 93.1424, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0662, loss: 1.4466 +2025-06-19 01:56:50,115 - mmdet - INFO - Epoch [3][5200/7330] lr: 3.000e-04, eta: 3 days, 3:49:18, time: 1.231, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2580, s0.acc: 92.4133, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2946, s1.loss_cls: 0.1188, s1.acc: 92.7775, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1400, s2.loss_cls: 0.0547, s2.acc: 93.2531, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0647, loss: 1.4320 +2025-06-19 01:57:50,118 - mmdet - INFO - Epoch [3][5250/7330] lr: 3.000e-04, eta: 3 days, 3:49:13, time: 1.201, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2635, s0.acc: 92.2710, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2978, s1.loss_cls: 0.1202, s1.acc: 92.6300, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1410, s2.loss_cls: 0.0555, s2.acc: 93.0006, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0652, loss: 1.4452 +2025-06-19 01:58:43,663 - mmdet - INFO - Epoch [3][5300/7330] lr: 3.000e-04, eta: 3 days, 3:47:48, time: 1.071, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2784, s0.acc: 92.0349, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2930, s1.loss_cls: 0.1288, s1.acc: 92.4528, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1390, s2.loss_cls: 0.0594, s2.acc: 92.8608, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0649, loss: 1.4770 +2025-06-19 01:59:37,138 - mmdet - INFO - Epoch [3][5350/7330] lr: 3.000e-04, eta: 3 days, 3:46:22, time: 1.069, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0387, s0.loss_cls: 0.2688, s0.acc: 92.1670, s0.loss_bbox: 0.2660, s0.loss_mask: 0.3018, s1.loss_cls: 0.1239, s1.acc: 92.6042, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1436, s2.loss_cls: 0.0565, s2.acc: 93.0409, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0669, loss: 1.4843 +2025-06-19 02:00:30,429 - mmdet - INFO - Epoch [3][5400/7330] lr: 3.000e-04, eta: 3 days, 3:44:54, time: 1.066, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2571, s0.acc: 92.5637, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2876, s1.loss_cls: 0.1190, s1.acc: 92.8873, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1371, s2.loss_cls: 0.0553, s2.acc: 93.1601, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0634, loss: 1.4290 +2025-06-19 02:01:27,874 - mmdet - INFO - Epoch [3][5450/7330] lr: 3.000e-04, eta: 3 days, 3:44:16, time: 1.149, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2571, s0.acc: 92.6057, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2966, s1.loss_cls: 0.1194, s1.acc: 92.8187, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1405, s2.loss_cls: 0.0545, s2.acc: 93.2748, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0646, loss: 1.4146 +2025-06-19 02:02:26,094 - mmdet - INFO - Epoch [3][5500/7330] lr: 3.000e-04, eta: 3 days, 3:43:48, time: 1.164, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2541, s0.acc: 92.7622, s0.loss_bbox: 0.2554, s0.loss_mask: 0.3014, s1.loss_cls: 0.1164, s1.acc: 93.0302, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1442, s2.loss_cls: 0.0545, s2.acc: 93.3368, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0666, loss: 1.4331 +2025-06-19 02:03:25,046 - mmdet - INFO - Epoch [3][5550/7330] lr: 3.000e-04, eta: 3 days, 3:43:28, time: 1.178, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0646, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2595, s0.acc: 92.3413, s0.loss_bbox: 0.2699, s0.loss_mask: 0.2896, s1.loss_cls: 0.1185, s1.acc: 92.8539, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1392, s2.loss_cls: 0.0549, s2.acc: 93.1278, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0653, loss: 1.4549 +2025-06-19 02:04:28,491 - mmdet - INFO - Epoch [3][5600/7330] lr: 3.000e-04, eta: 3 days, 3:44:03, time: 1.269, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0623, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2651, s0.acc: 92.2905, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2933, s1.loss_cls: 0.1243, s1.acc: 92.5395, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1400, s2.loss_cls: 0.0563, s2.acc: 92.9834, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0654, loss: 1.4629 +2025-06-19 02:05:21,356 - mmdet - INFO - Epoch [3][5650/7330] lr: 3.000e-04, eta: 3 days, 3:42:30, time: 1.058, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2719, s0.acc: 92.2605, s0.loss_bbox: 0.2668, s0.loss_mask: 0.2926, s1.loss_cls: 0.1246, s1.acc: 92.5841, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1390, s2.loss_cls: 0.0566, s2.acc: 93.0788, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0642, loss: 1.4695 +2025-06-19 02:06:14,328 - mmdet - INFO - Epoch [3][5700/7330] lr: 3.000e-04, eta: 3 days, 3:40:58, time: 1.059, data_time: 0.025, memory: 21912, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2568, s0.acc: 92.4890, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2905, s1.loss_cls: 0.1182, s1.acc: 92.8981, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1396, s2.loss_cls: 0.0550, s2.acc: 93.1527, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0650, loss: 1.4303 +2025-06-19 02:07:07,490 - mmdet - INFO - Epoch [3][5750/7330] lr: 3.000e-04, eta: 3 days, 3:39:29, time: 1.063, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2629, s0.acc: 92.2480, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2938, s1.loss_cls: 0.1216, s1.acc: 92.5716, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1389, s2.loss_cls: 0.0562, s2.acc: 92.9442, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0645, loss: 1.4542 +2025-06-19 02:08:04,037 - mmdet - INFO - Epoch [3][5800/7330] lr: 3.000e-04, eta: 3 days, 3:38:40, time: 1.130, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0673, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.2798, s0.acc: 91.9111, s0.loss_bbox: 0.2731, s0.loss_mask: 0.2985, s1.loss_cls: 0.1278, s1.acc: 92.3662, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1446, s2.loss_cls: 0.0584, s2.acc: 92.8723, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0673, loss: 1.5106 +2025-06-19 02:08:57,374 - mmdet - INFO - Epoch [3][5850/7330] lr: 3.000e-04, eta: 3 days, 3:37:13, time: 1.067, data_time: 0.044, memory: 21912, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2565, s0.acc: 92.4163, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2894, s1.loss_cls: 0.1194, s1.acc: 92.6548, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1380, s2.loss_cls: 0.0553, s2.acc: 92.9550, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0641, loss: 1.4371 +2025-06-19 02:09:58,410 - mmdet - INFO - Epoch [3][5900/7330] lr: 3.000e-04, eta: 3 days, 3:37:18, time: 1.221, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2579, s0.acc: 92.3484, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2889, s1.loss_cls: 0.1205, s1.acc: 92.5911, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1393, s2.loss_cls: 0.0558, s2.acc: 93.0362, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0649, loss: 1.4452 +2025-06-19 02:11:00,561 - mmdet - INFO - Epoch [3][5950/7330] lr: 3.000e-04, eta: 3 days, 3:37:36, time: 1.243, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2556, s0.acc: 92.5022, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2862, s1.loss_cls: 0.1191, s1.acc: 92.8092, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1375, s2.loss_cls: 0.0555, s2.acc: 93.1305, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0636, loss: 1.4174 +2025-06-19 02:11:56,677 - mmdet - INFO - Epoch [3][6000/7330] lr: 3.000e-04, eta: 3 days, 3:36:42, time: 1.122, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2505, s0.acc: 92.7004, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2889, s1.loss_cls: 0.1170, s1.acc: 92.9997, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1374, s2.loss_cls: 0.0548, s2.acc: 93.2586, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0639, loss: 1.3982 +2025-06-19 02:12:49,240 - mmdet - INFO - Epoch [3][6050/7330] lr: 3.000e-04, eta: 3 days, 3:35:06, time: 1.051, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2553, s0.acc: 92.5166, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2951, s1.loss_cls: 0.1189, s1.acc: 92.8486, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1423, s2.loss_cls: 0.0549, s2.acc: 93.1405, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0660, loss: 1.4320 +2025-06-19 02:13:42,092 - mmdet - INFO - Epoch [3][6100/7330] lr: 3.000e-04, eta: 3 days, 3:33:33, time: 1.057, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2628, s0.acc: 92.3242, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2925, s1.loss_cls: 0.1215, s1.acc: 92.6035, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1402, s2.loss_cls: 0.0562, s2.acc: 92.8983, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0650, loss: 1.4454 +2025-06-19 02:14:38,628 - mmdet - INFO - Epoch [3][6150/7330] lr: 3.000e-04, eta: 3 days, 3:32:44, time: 1.131, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2490, s0.acc: 92.6169, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2931, s1.loss_cls: 0.1166, s1.acc: 92.8891, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1403, s2.loss_cls: 0.0538, s2.acc: 93.1878, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0653, loss: 1.4227 +2025-06-19 02:15:31,661 - mmdet - INFO - Epoch [3][6200/7330] lr: 3.000e-04, eta: 3 days, 3:31:14, time: 1.060, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2637, s0.acc: 92.3840, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2920, s1.loss_cls: 0.1203, s1.acc: 92.8191, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1391, s2.loss_cls: 0.0552, s2.acc: 93.2218, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0645, loss: 1.4399 +2025-06-19 02:16:30,751 - mmdet - INFO - Epoch [3][6250/7330] lr: 3.000e-04, eta: 3 days, 3:30:55, time: 1.182, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2716, s0.acc: 92.0959, s0.loss_bbox: 0.2707, s0.loss_mask: 0.2938, s1.loss_cls: 0.1239, s1.acc: 92.4410, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1412, s2.loss_cls: 0.0567, s2.acc: 92.9369, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0657, loss: 1.4793 +2025-06-19 02:17:34,525 - mmdet - INFO - Epoch [3][6300/7330] lr: 3.000e-04, eta: 3 days, 3:31:30, time: 1.276, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2647, s0.acc: 92.2036, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3005, s1.loss_cls: 0.1214, s1.acc: 92.6049, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1426, s2.loss_cls: 0.0554, s2.acc: 93.0449, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0662, loss: 1.4705 +2025-06-19 02:18:29,540 - mmdet - INFO - Epoch [3][6350/7330] lr: 3.000e-04, eta: 3 days, 3:30:23, time: 1.100, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2622, s0.acc: 92.4756, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2927, s1.loss_cls: 0.1216, s1.acc: 92.7239, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1413, s2.loss_cls: 0.0555, s2.acc: 93.1242, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0659, loss: 1.4318 +2025-06-19 02:19:22,422 - mmdet - INFO - Epoch [3][6400/7330] lr: 3.000e-04, eta: 3 days, 3:28:52, time: 1.058, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2534, s0.acc: 92.4216, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2917, s1.loss_cls: 0.1186, s1.acc: 92.6773, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1403, s2.loss_cls: 0.0551, s2.acc: 93.0047, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0656, loss: 1.4356 +2025-06-19 02:20:15,201 - mmdet - INFO - Epoch [3][6450/7330] lr: 3.000e-04, eta: 3 days, 3:27:19, time: 1.055, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2659, s0.acc: 92.3062, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2891, s1.loss_cls: 0.1222, s1.acc: 92.7133, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1377, s2.loss_cls: 0.0559, s2.acc: 93.1359, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0641, loss: 1.4425 +2025-06-19 02:21:11,387 - mmdet - INFO - Epoch [3][6500/7330] lr: 3.000e-04, eta: 3 days, 3:26:26, time: 1.123, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2745, s0.acc: 92.1006, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2917, s1.loss_cls: 0.1279, s1.acc: 92.3012, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1398, s2.loss_cls: 0.0585, s2.acc: 92.7752, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0650, loss: 1.4725 +2025-06-19 02:22:03,828 - mmdet - INFO - Epoch [3][6550/7330] lr: 3.000e-04, eta: 3 days, 3:24:50, time: 1.049, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2579, s0.acc: 92.4109, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2961, s1.loss_cls: 0.1179, s1.acc: 92.8666, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1404, s2.loss_cls: 0.0547, s2.acc: 93.1551, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0660, loss: 1.4343 +2025-06-19 02:23:00,941 - mmdet - INFO - Epoch [3][6600/7330] lr: 3.000e-04, eta: 3 days, 3:24:07, time: 1.142, data_time: 0.025, memory: 21912, loss_rpn_cls: 0.0638, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2568, s0.acc: 92.6292, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2992, s1.loss_cls: 0.1193, s1.acc: 92.8859, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1438, s2.loss_cls: 0.0550, s2.acc: 93.3549, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0669, loss: 1.4373 +2025-06-19 02:24:07,963 - mmdet - INFO - Epoch [3][6650/7330] lr: 3.000e-04, eta: 3 days, 3:25:17, time: 1.340, data_time: 0.041, memory: 21912, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2571, s0.acc: 92.4475, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2933, s1.loss_cls: 0.1181, s1.acc: 92.7537, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1405, s2.loss_cls: 0.0550, s2.acc: 93.1446, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0653, loss: 1.4312 +2025-06-19 02:25:03,607 - mmdet - INFO - Epoch [3][6700/7330] lr: 3.000e-04, eta: 3 days, 3:24:18, time: 1.114, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2583, s0.acc: 92.4207, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2869, s1.loss_cls: 0.1188, s1.acc: 92.7910, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1382, s2.loss_cls: 0.0549, s2.acc: 93.1103, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0646, loss: 1.4397 +2025-06-19 02:25:56,833 - mmdet - INFO - Epoch [3][6750/7330] lr: 3.000e-04, eta: 3 days, 3:22:51, time: 1.065, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2588, s0.acc: 92.2808, s0.loss_bbox: 0.2679, s0.loss_mask: 0.2910, s1.loss_cls: 0.1214, s1.acc: 92.5696, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1400, s2.loss_cls: 0.0562, s2.acc: 92.8363, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0653, loss: 1.4532 +2025-06-19 02:26:50,475 - mmdet - INFO - Epoch [3][6800/7330] lr: 3.000e-04, eta: 3 days, 3:21:28, time: 1.072, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0642, loss_rpn_bbox: 0.0384, s0.loss_cls: 0.2769, s0.acc: 91.7966, s0.loss_bbox: 0.2738, s0.loss_mask: 0.2975, s1.loss_cls: 0.1282, s1.acc: 92.1551, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1414, s2.loss_cls: 0.0586, s2.acc: 92.6406, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0654, loss: 1.5015 +2025-06-19 02:27:45,882 - mmdet - INFO - Epoch [3][6850/7330] lr: 3.000e-04, eta: 3 days, 3:20:27, time: 1.109, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2550, s0.acc: 92.7812, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2881, s1.loss_cls: 0.1177, s1.acc: 93.1684, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1388, s2.loss_cls: 0.0547, s2.acc: 93.3813, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0645, loss: 1.4053 +2025-06-19 02:28:39,004 - mmdet - INFO - Epoch [3][6900/7330] lr: 3.000e-04, eta: 3 days, 3:18:59, time: 1.062, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2679, s0.acc: 92.2146, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2928, s1.loss_cls: 0.1253, s1.acc: 92.4787, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1409, s2.loss_cls: 0.0571, s2.acc: 92.9368, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0656, loss: 1.4620 +2025-06-19 02:29:32,232 - mmdet - INFO - Epoch [3][6950/7330] lr: 3.000e-04, eta: 3 days, 3:17:32, time: 1.065, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2684, s0.acc: 92.3035, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2955, s1.loss_cls: 0.1236, s1.acc: 92.5991, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1405, s2.loss_cls: 0.0569, s2.acc: 92.9925, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0655, loss: 1.4559 +2025-06-19 02:30:40,787 - mmdet - INFO - Epoch [3][7000/7330] lr: 3.000e-04, eta: 3 days, 3:18:58, time: 1.371, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2629, s0.acc: 92.2126, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2899, s1.loss_cls: 0.1222, s1.acc: 92.5464, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1376, s2.loss_cls: 0.0563, s2.acc: 92.9954, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0642, loss: 1.4520 +2025-06-19 02:31:36,581 - mmdet - INFO - Epoch [3][7050/7330] lr: 3.000e-04, eta: 3 days, 3:17:59, time: 1.115, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2648, s0.acc: 92.2515, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2935, s1.loss_cls: 0.1215, s1.acc: 92.6020, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1400, s2.loss_cls: 0.0556, s2.acc: 93.1146, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0648, loss: 1.4486 +2025-06-19 02:32:29,385 - mmdet - INFO - Epoch [3][7100/7330] lr: 3.000e-04, eta: 3 days, 3:16:28, time: 1.057, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2606, s0.acc: 92.3523, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2886, s1.loss_cls: 0.1206, s1.acc: 92.6390, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1377, s2.loss_cls: 0.0555, s2.acc: 93.1155, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0636, loss: 1.4329 +2025-06-19 02:33:22,052 - mmdet - INFO - Epoch [3][7150/7330] lr: 3.000e-04, eta: 3 days, 3:14:56, time: 1.053, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0660, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2524, s0.acc: 92.5632, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2916, s1.loss_cls: 0.1168, s1.acc: 92.9294, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1406, s2.loss_cls: 0.0541, s2.acc: 93.1248, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0652, loss: 1.4325 +2025-06-19 02:34:17,997 - mmdet - INFO - Epoch [3][7200/7330] lr: 3.000e-04, eta: 3 days, 3:14:00, time: 1.120, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0622, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2626, s0.acc: 92.4055, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2925, s1.loss_cls: 0.1195, s1.acc: 92.7630, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1407, s2.loss_cls: 0.0548, s2.acc: 93.1256, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0647, loss: 1.4436 +2025-06-19 02:35:10,557 - mmdet - INFO - Epoch [3][7250/7330] lr: 3.000e-04, eta: 3 days, 3:12:26, time: 1.051, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2538, s0.acc: 92.4446, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2940, s1.loss_cls: 0.1175, s1.acc: 92.7907, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1403, s2.loss_cls: 0.0540, s2.acc: 93.1048, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0657, loss: 1.4270 +2025-06-19 02:36:03,564 - mmdet - INFO - Epoch [3][7300/7330] lr: 3.000e-04, eta: 3 days, 3:10:58, time: 1.059, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2574, s0.acc: 92.4780, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2919, s1.loss_cls: 0.1186, s1.acc: 92.7793, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1396, s2.loss_cls: 0.0547, s2.acc: 93.0879, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0649, loss: 1.4277 +2025-06-19 02:36:46,050 - mmdet - INFO - Saving checkpoint at 3 epochs +2025-06-19 02:40:44,047 - mmdet - INFO - Evaluating bbox... +2025-06-19 02:41:25,859 - mmdet - INFO - Evaluating segm... +2025-06-19 02:42:05,049 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 02:42:05,050 - mmdet - INFO - Epoch(val) [3][7330] bbox_mAP: 0.3100, bbox_mAP_50: 0.4650, bbox_mAP_75: 0.3360, bbox_mAP_s: 0.1820, bbox_mAP_m: 0.3230, bbox_mAP_l: 0.4260, bbox_mAP_copypaste: 0.310 0.465 0.336 0.182 0.323 0.426, segm_mAP: 0.2720, segm_mAP_50: 0.4400, segm_mAP_75: 0.2880, segm_mAP_s: 0.1440, segm_mAP_m: 0.2860, segm_mAP_l: 0.3840, segm_mAP_copypaste: 0.272 0.440 0.288 0.144 0.286 0.384 +2025-06-19 02:44:21,066 - mmdet - INFO - Epoch [4][50/7330] lr: 3.000e-04, eta: 3 days, 3:17:58, time: 2.719, data_time: 1.578, memory: 21912, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2596, s0.acc: 92.2537, s0.loss_bbox: 0.2668, s0.loss_mask: 0.2918, s1.loss_cls: 0.1204, s1.acc: 92.5857, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1382, s2.loss_cls: 0.0555, s2.acc: 92.9173, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0641, loss: 1.4482 +2025-06-19 02:45:19,439 - mmdet - INFO - Epoch [4][100/7330] lr: 3.000e-04, eta: 3 days, 3:17:28, time: 1.169, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2478, s0.acc: 92.6147, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2952, s1.loss_cls: 0.1118, s1.acc: 93.0353, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1402, s2.loss_cls: 0.0519, s2.acc: 93.3185, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0645, loss: 1.4142 +2025-06-19 02:46:15,800 - mmdet - INFO - Epoch [4][150/7330] lr: 3.000e-04, eta: 3 days, 3:16:35, time: 1.127, data_time: 0.042, memory: 21912, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2504, s0.acc: 92.7104, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2890, s1.loss_cls: 0.1148, s1.acc: 93.0771, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1366, s2.loss_cls: 0.0532, s2.acc: 93.4080, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0638, loss: 1.3925 +2025-06-19 02:47:13,034 - mmdet - INFO - Epoch [4][200/7330] lr: 3.000e-04, eta: 3 days, 3:15:52, time: 1.145, data_time: 0.041, memory: 21912, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2684, s0.acc: 92.2100, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2983, s1.loss_cls: 0.1220, s1.acc: 92.6529, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1417, s2.loss_cls: 0.0562, s2.acc: 93.0338, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0657, loss: 1.4687 +2025-06-19 02:48:12,727 - mmdet - INFO - Epoch [4][250/7330] lr: 3.000e-04, eta: 3 days, 3:15:35, time: 1.194, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2570, s0.acc: 92.4824, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2881, s1.loss_cls: 0.1192, s1.acc: 92.8384, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1374, s2.loss_cls: 0.0559, s2.acc: 93.0407, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0642, loss: 1.4253 +2025-06-19 02:49:14,679 - mmdet - INFO - Epoch [4][300/7330] lr: 3.000e-04, eta: 3 days, 3:15:43, time: 1.239, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2569, s0.acc: 92.3806, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2890, s1.loss_cls: 0.1147, s1.acc: 93.0090, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1376, s2.loss_cls: 0.0526, s2.acc: 93.3631, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0643, loss: 1.4293 +2025-06-19 02:50:19,848 - mmdet - INFO - Epoch [4][350/7330] lr: 3.000e-04, eta: 3 days, 3:16:25, time: 1.303, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2550, s0.acc: 92.5127, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2857, s1.loss_cls: 0.1191, s1.acc: 92.6936, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1349, s2.loss_cls: 0.0546, s2.acc: 93.1420, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0627, loss: 1.4143 +2025-06-19 02:51:17,250 - mmdet - INFO - Epoch [4][400/7330] lr: 3.000e-04, eta: 3 days, 3:15:43, time: 1.148, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2670, s0.acc: 92.2229, s0.loss_bbox: 0.2639, s0.loss_mask: 0.2951, s1.loss_cls: 0.1226, s1.acc: 92.6277, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1408, s2.loss_cls: 0.0570, s2.acc: 92.9030, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0659, loss: 1.4622 +2025-06-19 02:52:12,266 - mmdet - INFO - Epoch [4][450/7330] lr: 3.000e-04, eta: 3 days, 3:14:35, time: 1.101, data_time: 0.042, memory: 21912, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0385, s0.loss_cls: 0.2538, s0.acc: 92.4182, s0.loss_bbox: 0.2692, s0.loss_mask: 0.2937, s1.loss_cls: 0.1168, s1.acc: 92.7270, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1393, s2.loss_cls: 0.0541, s2.acc: 93.1094, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0646, loss: 1.4496 +2025-06-19 02:53:06,226 - mmdet - INFO - Epoch [4][500/7330] lr: 3.000e-04, eta: 3 days, 3:13:16, time: 1.079, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2583, s0.acc: 92.3721, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2923, s1.loss_cls: 0.1187, s1.acc: 92.7558, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1397, s2.loss_cls: 0.0546, s2.acc: 93.1170, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0650, loss: 1.4390 +2025-06-19 02:54:00,215 - mmdet - INFO - Epoch [4][550/7330] lr: 3.000e-04, eta: 3 days, 3:11:58, time: 1.080, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2545, s0.acc: 92.4622, s0.loss_bbox: 0.2589, s0.loss_mask: 0.3048, s1.loss_cls: 0.1171, s1.acc: 92.7698, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1445, s2.loss_cls: 0.0543, s2.acc: 93.1182, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0671, loss: 1.4430 +2025-06-19 02:54:54,839 - mmdet - INFO - Epoch [4][600/7330] lr: 3.000e-04, eta: 3 days, 3:10:46, time: 1.092, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2596, s0.acc: 92.4131, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2926, s1.loss_cls: 0.1187, s1.acc: 92.8127, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1395, s2.loss_cls: 0.0550, s2.acc: 93.1771, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0651, loss: 1.4337 +2025-06-19 02:55:53,119 - mmdet - INFO - Epoch [4][650/7330] lr: 3.000e-04, eta: 3 days, 3:10:13, time: 1.166, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2481, s0.acc: 92.7002, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2854, s1.loss_cls: 0.1138, s1.acc: 93.0276, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1372, s2.loss_cls: 0.0523, s2.acc: 93.4573, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0635, loss: 1.3923 +2025-06-19 02:56:57,044 - mmdet - INFO - Epoch [4][700/7330] lr: 3.000e-04, eta: 3 days, 3:10:41, time: 1.279, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2481, s0.acc: 92.6199, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2945, s1.loss_cls: 0.1147, s1.acc: 92.9221, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1406, s2.loss_cls: 0.0531, s2.acc: 93.3051, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0649, loss: 1.4186 +2025-06-19 02:57:55,023 - mmdet - INFO - Epoch [4][750/7330] lr: 3.000e-04, eta: 3 days, 3:10:04, time: 1.159, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2506, s0.acc: 92.3660, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2889, s1.loss_cls: 0.1157, s1.acc: 92.7351, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1372, s2.loss_cls: 0.0537, s2.acc: 93.0878, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0631, loss: 1.4089 +2025-06-19 02:58:48,503 - mmdet - INFO - Epoch [4][800/7330] lr: 3.000e-04, eta: 3 days, 3:08:40, time: 1.070, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0629, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2595, s0.acc: 92.2883, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2929, s1.loss_cls: 0.1205, s1.acc: 92.5999, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1397, s2.loss_cls: 0.0550, s2.acc: 93.1165, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0647, loss: 1.4471 +2025-06-19 02:59:41,351 - mmdet - INFO - Epoch [4][850/7330] lr: 3.000e-04, eta: 3 days, 3:07:10, time: 1.057, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2468, s0.acc: 92.6636, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2860, s1.loss_cls: 0.1135, s1.acc: 93.0643, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1373, s2.loss_cls: 0.0528, s2.acc: 93.3282, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0639, loss: 1.4049 +2025-06-19 03:00:34,554 - mmdet - INFO - Epoch [4][900/7330] lr: 3.000e-04, eta: 3 days, 3:05:43, time: 1.064, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2658, s0.acc: 92.2273, s0.loss_bbox: 0.2680, s0.loss_mask: 0.3022, s1.loss_cls: 0.1214, s1.acc: 92.6505, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1437, s2.loss_cls: 0.0558, s2.acc: 93.0379, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0664, loss: 1.4734 +2025-06-19 03:01:29,426 - mmdet - INFO - Epoch [4][950/7330] lr: 3.000e-04, eta: 3 days, 3:04:34, time: 1.097, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2422, s0.acc: 92.8738, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2942, s1.loss_cls: 0.1115, s1.acc: 93.1631, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1419, s2.loss_cls: 0.0517, s2.acc: 93.4931, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0655, loss: 1.3752 +2025-06-19 03:02:22,060 - mmdet - INFO - Epoch [4][1000/7330] lr: 3.000e-04, eta: 3 days, 3:03:02, time: 1.053, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2404, s0.acc: 92.7346, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2939, s1.loss_cls: 0.1122, s1.acc: 92.9613, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1421, s2.loss_cls: 0.0519, s2.acc: 93.3280, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0655, loss: 1.4014 +2025-06-19 03:03:30,375 - mmdet - INFO - Epoch [4][1050/7330] lr: 3.000e-04, eta: 3 days, 3:04:14, time: 1.366, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2453, s0.acc: 92.5906, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2846, s1.loss_cls: 0.1133, s1.acc: 92.8601, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1355, s2.loss_cls: 0.0516, s2.acc: 93.3428, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0630, loss: 1.3925 +2025-06-19 03:04:28,129 - mmdet - INFO - Epoch [4][1100/7330] lr: 3.000e-04, eta: 3 days, 3:03:35, time: 1.155, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2518, s0.acc: 92.5498, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2875, s1.loss_cls: 0.1142, s1.acc: 93.0426, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1391, s2.loss_cls: 0.0527, s2.acc: 93.4744, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0648, loss: 1.4160 +2025-06-19 03:05:21,208 - mmdet - INFO - Epoch [4][1150/7330] lr: 3.000e-04, eta: 3 days, 3:02:07, time: 1.061, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2718, s0.acc: 92.1050, s0.loss_bbox: 0.2684, s0.loss_mask: 0.2965, s1.loss_cls: 0.1244, s1.acc: 92.3893, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1397, s2.loss_cls: 0.0567, s2.acc: 92.9332, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0647, loss: 1.4726 +2025-06-19 03:06:14,588 - mmdet - INFO - Epoch [4][1200/7330] lr: 3.000e-04, eta: 3 days, 3:00:43, time: 1.068, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0651, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2532, s0.acc: 92.4153, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2846, s1.loss_cls: 0.1167, s1.acc: 92.8307, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1362, s2.loss_cls: 0.0537, s2.acc: 93.2685, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0632, loss: 1.4216 +2025-06-19 03:07:08,057 - mmdet - INFO - Epoch [4][1250/7330] lr: 3.000e-04, eta: 3 days, 2:59:20, time: 1.069, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2524, s0.acc: 92.6116, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2844, s1.loss_cls: 0.1156, s1.acc: 92.9489, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1373, s2.loss_cls: 0.0530, s2.acc: 93.3737, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0634, loss: 1.4125 +2025-06-19 03:08:03,975 - mmdet - INFO - Epoch [4][1300/7330] lr: 3.000e-04, eta: 3 days, 2:58:22, time: 1.118, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2598, s0.acc: 92.3408, s0.loss_bbox: 0.2615, s0.loss_mask: 0.3004, s1.loss_cls: 0.1196, s1.acc: 92.8022, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1419, s2.loss_cls: 0.0551, s2.acc: 93.1166, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0659, loss: 1.4501 +2025-06-19 03:08:57,382 - mmdet - INFO - Epoch [4][1350/7330] lr: 3.000e-04, eta: 3 days, 2:56:58, time: 1.068, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0661, loss_rpn_bbox: 0.0381, s0.loss_cls: 0.2567, s0.acc: 92.4565, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2937, s1.loss_cls: 0.1170, s1.acc: 92.8628, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1399, s2.loss_cls: 0.0543, s2.acc: 93.1072, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0652, loss: 1.4473 +2025-06-19 03:09:55,957 - mmdet - INFO - Epoch [4][1400/7330] lr: 3.000e-04, eta: 3 days, 2:56:27, time: 1.171, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2619, s0.acc: 92.2400, s0.loss_bbox: 0.2688, s0.loss_mask: 0.2904, s1.loss_cls: 0.1219, s1.acc: 92.5866, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1387, s2.loss_cls: 0.0561, s2.acc: 92.8889, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0647, loss: 1.4554 +2025-06-19 03:10:58,874 - mmdet - INFO - Epoch [4][1450/7330] lr: 3.000e-04, eta: 3 days, 2:56:41, time: 1.258, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.2516, s0.acc: 92.5576, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2918, s1.loss_cls: 0.1151, s1.acc: 92.9733, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1389, s2.loss_cls: 0.0536, s2.acc: 93.1969, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0648, loss: 1.4280 +2025-06-19 03:11:55,347 - mmdet - INFO - Epoch [4][1500/7330] lr: 3.000e-04, eta: 3 days, 2:55:49, time: 1.129, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2579, s0.acc: 92.4265, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2886, s1.loss_cls: 0.1188, s1.acc: 92.6939, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1380, s2.loss_cls: 0.0553, s2.acc: 93.1055, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0643, loss: 1.4327 +2025-06-19 03:12:48,009 - mmdet - INFO - Epoch [4][1550/7330] lr: 3.000e-04, eta: 3 days, 2:54:18, time: 1.053, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2460, s0.acc: 92.7761, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2858, s1.loss_cls: 0.1118, s1.acc: 93.2109, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1377, s2.loss_cls: 0.0526, s2.acc: 93.4266, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0651, loss: 1.3805 +2025-06-19 03:13:40,654 - mmdet - INFO - Epoch [4][1600/7330] lr: 3.000e-04, eta: 3 days, 2:52:46, time: 1.053, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2518, s0.acc: 92.7605, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2852, s1.loss_cls: 0.1159, s1.acc: 93.1009, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1358, s2.loss_cls: 0.0532, s2.acc: 93.5508, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0628, loss: 1.3897 +2025-06-19 03:14:33,660 - mmdet - INFO - Epoch [4][1650/7330] lr: 3.000e-04, eta: 3 days, 2:51:19, time: 1.059, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2601, s0.acc: 92.3098, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2915, s1.loss_cls: 0.1192, s1.acc: 92.6829, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1400, s2.loss_cls: 0.0550, s2.acc: 93.0798, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0654, loss: 1.4337 +2025-06-19 03:15:29,748 - mmdet - INFO - Epoch [4][1700/7330] lr: 3.000e-04, eta: 3 days, 2:50:23, time: 1.122, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2659, s0.acc: 92.2229, s0.loss_bbox: 0.2691, s0.loss_mask: 0.2930, s1.loss_cls: 0.1212, s1.acc: 92.6748, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1389, s2.loss_cls: 0.0551, s2.acc: 93.0559, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0644, loss: 1.4593 +2025-06-19 03:16:25,008 - mmdet - INFO - Epoch [4][1750/7330] lr: 3.000e-04, eta: 3 days, 2:49:18, time: 1.105, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2489, s0.acc: 92.6455, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2934, s1.loss_cls: 0.1146, s1.acc: 92.9344, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1399, s2.loss_cls: 0.0530, s2.acc: 93.2846, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0654, loss: 1.4163 +2025-06-19 03:17:30,875 - mmdet - INFO - Epoch [4][1800/7330] lr: 3.000e-04, eta: 3 days, 2:50:01, time: 1.317, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2438, s0.acc: 92.6606, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2876, s1.loss_cls: 0.1151, s1.acc: 92.8588, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1370, s2.loss_cls: 0.0540, s2.acc: 93.1283, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0633, loss: 1.3934 +2025-06-19 03:18:24,399 - mmdet - INFO - Epoch [4][1850/7330] lr: 3.000e-04, eta: 3 days, 2:48:39, time: 1.070, data_time: 0.041, memory: 21912, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2541, s0.acc: 92.4331, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2888, s1.loss_cls: 0.1168, s1.acc: 92.8218, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1367, s2.loss_cls: 0.0544, s2.acc: 93.2027, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0636, loss: 1.4221 +2025-06-19 03:19:20,431 - mmdet - INFO - Epoch [4][1900/7330] lr: 3.000e-04, eta: 3 days, 2:47:42, time: 1.121, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2588, s0.acc: 92.5808, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2980, s1.loss_cls: 0.1207, s1.acc: 92.8054, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1417, s2.loss_cls: 0.0558, s2.acc: 93.1223, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0657, loss: 1.4313 +2025-06-19 03:20:12,761 - mmdet - INFO - Epoch [4][1950/7330] lr: 3.000e-04, eta: 3 days, 2:46:08, time: 1.047, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2499, s0.acc: 92.7104, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2913, s1.loss_cls: 0.1155, s1.acc: 93.0176, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1399, s2.loss_cls: 0.0534, s2.acc: 93.3456, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0656, loss: 1.4039 +2025-06-19 03:21:05,408 - mmdet - INFO - Epoch [4][2000/7330] lr: 3.000e-04, eta: 3 days, 2:44:38, time: 1.052, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2456, s0.acc: 92.7434, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2979, s1.loss_cls: 0.1135, s1.acc: 93.0772, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1424, s2.loss_cls: 0.0524, s2.acc: 93.4915, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0662, loss: 1.4117 +2025-06-19 03:22:00,198 - mmdet - INFO - Epoch [4][2050/7330] lr: 3.000e-04, eta: 3 days, 2:43:29, time: 1.096, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2390, s0.acc: 92.8687, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2908, s1.loss_cls: 0.1104, s1.acc: 93.2481, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1395, s2.loss_cls: 0.0512, s2.acc: 93.4980, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0651, loss: 1.3881 +2025-06-19 03:22:55,238 - mmdet - INFO - Epoch [4][2100/7330] lr: 3.000e-04, eta: 3 days, 2:42:22, time: 1.101, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2519, s0.acc: 92.6394, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2878, s1.loss_cls: 0.1141, s1.acc: 93.1398, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1378, s2.loss_cls: 0.0527, s2.acc: 93.4305, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0640, loss: 1.4024 +2025-06-19 03:23:59,214 - mmdet - INFO - Epoch [4][2150/7330] lr: 3.000e-04, eta: 3 days, 2:42:45, time: 1.279, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2575, s0.acc: 92.3750, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2940, s1.loss_cls: 0.1196, s1.acc: 92.6116, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1394, s2.loss_cls: 0.0554, s2.acc: 92.8876, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0645, loss: 1.4452 +2025-06-19 03:24:54,821 - mmdet - INFO - Epoch [4][2200/7330] lr: 3.000e-04, eta: 3 days, 2:41:43, time: 1.111, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2551, s0.acc: 92.4702, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2929, s1.loss_cls: 0.1186, s1.acc: 92.6956, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1408, s2.loss_cls: 0.0543, s2.acc: 93.1459, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0654, loss: 1.4364 +2025-06-19 03:25:51,056 - mmdet - INFO - Epoch [4][2250/7330] lr: 3.000e-04, eta: 3 days, 2:40:49, time: 1.125, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0613, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2708, s0.acc: 92.1484, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2968, s1.loss_cls: 0.1255, s1.acc: 92.5220, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1421, s2.loss_cls: 0.0578, s2.acc: 92.9073, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0658, loss: 1.4794 +2025-06-19 03:26:43,875 - mmdet - INFO - Epoch [4][2300/7330] lr: 3.000e-04, eta: 3 days, 2:39:21, time: 1.057, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0641, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2534, s0.acc: 92.4763, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2908, s1.loss_cls: 0.1177, s1.acc: 92.7493, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1384, s2.loss_cls: 0.0547, s2.acc: 93.0961, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0641, loss: 1.4301 +2025-06-19 03:27:36,507 - mmdet - INFO - Epoch [4][2350/7330] lr: 3.000e-04, eta: 3 days, 2:37:51, time: 1.053, data_time: 0.039, memory: 21912, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2485, s0.acc: 92.7351, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2855, s1.loss_cls: 0.1132, s1.acc: 93.0852, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1354, s2.loss_cls: 0.0519, s2.acc: 93.4442, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0627, loss: 1.3922 +2025-06-19 03:28:31,956 - mmdet - INFO - Epoch [4][2400/7330] lr: 3.000e-04, eta: 3 days, 2:36:48, time: 1.109, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2585, s0.acc: 92.3994, s0.loss_bbox: 0.2648, s0.loss_mask: 0.2916, s1.loss_cls: 0.1193, s1.acc: 92.7004, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1398, s2.loss_cls: 0.0553, s2.acc: 92.9406, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0654, loss: 1.4393 +2025-06-19 03:29:24,351 - mmdet - INFO - Epoch [4][2450/7330] lr: 3.000e-04, eta: 3 days, 2:35:16, time: 1.048, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2484, s0.acc: 92.7803, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2865, s1.loss_cls: 0.1151, s1.acc: 93.0271, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1386, s2.loss_cls: 0.0529, s2.acc: 93.4450, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0649, loss: 1.3988 +2025-06-19 03:30:27,966 - mmdet - INFO - Epoch [4][2500/7330] lr: 3.000e-04, eta: 3 days, 2:35:34, time: 1.272, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0382, s0.loss_cls: 0.2584, s0.acc: 92.2131, s0.loss_bbox: 0.2722, s0.loss_mask: 0.2963, s1.loss_cls: 0.1192, s1.acc: 92.5748, s1.loss_bbox: 0.1167, s1.loss_mask: 0.1421, s2.loss_cls: 0.0554, s2.acc: 92.9314, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0660, loss: 1.4688 +2025-06-19 03:31:21,363 - mmdet - INFO - Epoch [4][2550/7330] lr: 3.000e-04, eta: 3 days, 2:34:11, time: 1.068, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2588, s0.acc: 92.2090, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2884, s1.loss_cls: 0.1183, s1.acc: 92.7072, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1378, s2.loss_cls: 0.0549, s2.acc: 93.0885, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0638, loss: 1.4431 +2025-06-19 03:32:19,285 - mmdet - INFO - Epoch [4][2600/7330] lr: 3.000e-04, eta: 3 days, 2:33:33, time: 1.158, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2455, s0.acc: 92.6365, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2870, s1.loss_cls: 0.1122, s1.acc: 92.9605, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1374, s2.loss_cls: 0.0520, s2.acc: 93.2146, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0643, loss: 1.4003 +2025-06-19 03:33:12,395 - mmdet - INFO - Epoch [4][2650/7330] lr: 3.000e-04, eta: 3 days, 2:32:08, time: 1.062, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2490, s0.acc: 92.5879, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2926, s1.loss_cls: 0.1149, s1.acc: 92.9267, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1408, s2.loss_cls: 0.0529, s2.acc: 93.3379, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0659, loss: 1.4258 +2025-06-19 03:34:05,700 - mmdet - INFO - Epoch [4][2700/7330] lr: 3.000e-04, eta: 3 days, 2:30:45, time: 1.066, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0621, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2671, s0.acc: 92.2380, s0.loss_bbox: 0.2686, s0.loss_mask: 0.2955, s1.loss_cls: 0.1230, s1.acc: 92.5531, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1390, s2.loss_cls: 0.0568, s2.acc: 92.8998, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0647, loss: 1.4694 +2025-06-19 03:35:01,860 - mmdet - INFO - Epoch [4][2750/7330] lr: 3.000e-04, eta: 3 days, 2:29:50, time: 1.123, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2687, s0.acc: 92.1340, s0.loss_bbox: 0.2739, s0.loss_mask: 0.2879, s1.loss_cls: 0.1253, s1.acc: 92.5068, s1.loss_bbox: 0.1181, s1.loss_mask: 0.1385, s2.loss_cls: 0.0579, s2.acc: 92.8348, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0643, loss: 1.4737 +2025-06-19 03:35:55,472 - mmdet - INFO - Epoch [4][2800/7330] lr: 3.000e-04, eta: 3 days, 2:28:30, time: 1.072, data_time: 0.040, memory: 21912, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2564, s0.acc: 92.3916, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2884, s1.loss_cls: 0.1191, s1.acc: 92.6615, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1384, s2.loss_cls: 0.0550, s2.acc: 92.9595, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0643, loss: 1.4319 +2025-06-19 03:36:57,284 - mmdet - INFO - Epoch [4][2850/7330] lr: 3.000e-04, eta: 3 days, 2:28:29, time: 1.236, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2464, s0.acc: 92.6956, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2978, s1.loss_cls: 0.1124, s1.acc: 92.9753, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1424, s2.loss_cls: 0.0524, s2.acc: 93.2034, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0663, loss: 1.4222 +2025-06-19 03:37:52,911 - mmdet - INFO - Epoch [4][2900/7330] lr: 3.000e-04, eta: 3 days, 2:27:29, time: 1.112, data_time: 0.025, memory: 21912, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2607, s0.acc: 92.1904, s0.loss_bbox: 0.2660, s0.loss_mask: 0.2896, s1.loss_cls: 0.1197, s1.acc: 92.5962, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1397, s2.loss_cls: 0.0558, s2.acc: 92.9141, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0655, loss: 1.4473 +2025-06-19 03:38:48,852 - mmdet - INFO - Epoch [4][2950/7330] lr: 3.000e-04, eta: 3 days, 2:26:32, time: 1.119, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2525, s0.acc: 92.5669, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2847, s1.loss_cls: 0.1181, s1.acc: 92.9133, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1338, s2.loss_cls: 0.0540, s2.acc: 93.1747, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0620, loss: 1.4158 +2025-06-19 03:39:44,347 - mmdet - INFO - Epoch [4][3000/7330] lr: 3.000e-04, eta: 3 days, 2:25:30, time: 1.109, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0627, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2605, s0.acc: 92.3494, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2935, s1.loss_cls: 0.1197, s1.acc: 92.7367, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1386, s2.loss_cls: 0.0544, s2.acc: 93.2091, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0640, loss: 1.4318 +2025-06-19 03:40:37,144 - mmdet - INFO - Epoch [4][3050/7330] lr: 3.000e-04, eta: 3 days, 2:24:03, time: 1.056, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2602, s0.acc: 92.3491, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2828, s1.loss_cls: 0.1192, s1.acc: 92.7234, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1355, s2.loss_cls: 0.0552, s2.acc: 93.0830, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0628, loss: 1.4199 +2025-06-19 03:41:32,430 - mmdet - INFO - Epoch [4][3100/7330] lr: 3.000e-04, eta: 3 days, 2:22:59, time: 1.106, data_time: 0.041, memory: 21912, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2662, s0.acc: 92.1555, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2896, s1.loss_cls: 0.1241, s1.acc: 92.3985, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1385, s2.loss_cls: 0.0571, s2.acc: 92.8754, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0640, loss: 1.4539 +2025-06-19 03:42:25,114 - mmdet - INFO - Epoch [4][3150/7330] lr: 3.000e-04, eta: 3 days, 2:21:31, time: 1.054, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2517, s0.acc: 92.6763, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2886, s1.loss_cls: 0.1163, s1.acc: 92.9908, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1376, s2.loss_cls: 0.0531, s2.acc: 93.4171, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0637, loss: 1.3977 +2025-06-19 03:43:25,138 - mmdet - INFO - Epoch [4][3200/7330] lr: 3.000e-04, eta: 3 days, 2:21:12, time: 1.201, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2408, s0.acc: 92.8784, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2807, s1.loss_cls: 0.1121, s1.acc: 93.1553, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1351, s2.loss_cls: 0.0526, s2.acc: 93.2412, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0630, loss: 1.3671 +2025-06-19 03:44:20,684 - mmdet - INFO - Epoch [4][3250/7330] lr: 3.000e-04, eta: 3 days, 2:20:11, time: 1.111, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2622, s0.acc: 92.3809, s0.loss_bbox: 0.2663, s0.loss_mask: 0.2893, s1.loss_cls: 0.1211, s1.acc: 92.7395, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1379, s2.loss_cls: 0.0550, s2.acc: 93.1679, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0633, loss: 1.4427 +2025-06-19 03:45:19,276 - mmdet - INFO - Epoch [4][3300/7330] lr: 3.000e-04, eta: 3 days, 2:19:39, time: 1.172, data_time: 0.035, memory: 21912, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2665, s0.acc: 92.0815, s0.loss_bbox: 0.2719, s0.loss_mask: 0.3003, s1.loss_cls: 0.1239, s1.acc: 92.4226, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1421, s2.loss_cls: 0.0574, s2.acc: 92.7785, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0656, loss: 1.4762 +2025-06-19 03:46:12,012 - mmdet - INFO - Epoch [4][3350/7330] lr: 3.000e-04, eta: 3 days, 2:18:11, time: 1.054, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2587, s0.acc: 92.4111, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2993, s1.loss_cls: 0.1195, s1.acc: 92.8457, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1443, s2.loss_cls: 0.0545, s2.acc: 93.1727, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0667, loss: 1.4530 +2025-06-19 03:47:08,076 - mmdet - INFO - Epoch [4][3400/7330] lr: 3.000e-04, eta: 3 days, 2:17:15, time: 1.121, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2551, s0.acc: 92.3970, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2988, s1.loss_cls: 0.1176, s1.acc: 92.7901, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1434, s2.loss_cls: 0.0545, s2.acc: 93.1653, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0663, loss: 1.4419 +2025-06-19 03:48:03,371 - mmdet - INFO - Epoch [4][3450/7330] lr: 3.000e-04, eta: 3 days, 2:16:12, time: 1.106, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2438, s0.acc: 92.8328, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2897, s1.loss_cls: 0.1144, s1.acc: 93.0861, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1400, s2.loss_cls: 0.0526, s2.acc: 93.4935, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0652, loss: 1.3892 +2025-06-19 03:48:55,645 - mmdet - INFO - Epoch [4][3500/7330] lr: 3.000e-04, eta: 3 days, 2:14:40, time: 1.045, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2458, s0.acc: 92.7808, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2829, s1.loss_cls: 0.1129, s1.acc: 93.0883, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1361, s2.loss_cls: 0.0518, s2.acc: 93.4656, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0631, loss: 1.3799 +2025-06-19 03:49:53,826 - mmdet - INFO - Epoch [4][3550/7330] lr: 3.000e-04, eta: 3 days, 2:14:04, time: 1.164, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0657, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2495, s0.acc: 92.4788, s0.loss_bbox: 0.2651, s0.loss_mask: 0.2889, s1.loss_cls: 0.1148, s1.acc: 92.7596, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1386, s2.loss_cls: 0.0528, s2.acc: 93.1924, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0640, loss: 1.4288 +2025-06-19 03:50:51,051 - mmdet - INFO - Epoch [4][3600/7330] lr: 3.000e-04, eta: 3 days, 2:13:19, time: 1.144, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2414, s0.acc: 92.7373, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2860, s1.loss_cls: 0.1108, s1.acc: 93.0914, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1373, s2.loss_cls: 0.0512, s2.acc: 93.3500, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0635, loss: 1.3770 +2025-06-19 03:51:45,822 - mmdet - INFO - Epoch [4][3650/7330] lr: 3.000e-04, eta: 3 days, 2:12:11, time: 1.096, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2515, s0.acc: 92.6248, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2904, s1.loss_cls: 0.1165, s1.acc: 92.9306, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1386, s2.loss_cls: 0.0542, s2.acc: 93.2045, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0645, loss: 1.4154 +2025-06-19 03:52:41,485 - mmdet - INFO - Epoch [4][3700/7330] lr: 3.000e-04, eta: 3 days, 2:11:11, time: 1.113, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0611, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2700, s0.acc: 92.1360, s0.loss_bbox: 0.2719, s0.loss_mask: 0.2916, s1.loss_cls: 0.1244, s1.acc: 92.4998, s1.loss_bbox: 0.1157, s1.loss_mask: 0.1402, s2.loss_cls: 0.0566, s2.acc: 92.9406, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0651, loss: 1.4764 +2025-06-19 03:53:36,811 - mmdet - INFO - Epoch [4][3750/7330] lr: 3.000e-04, eta: 3 days, 2:10:08, time: 1.106, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2429, s0.acc: 92.8979, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2779, s1.loss_cls: 0.1113, s1.acc: 93.2519, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1333, s2.loss_cls: 0.0520, s2.acc: 93.4789, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0623, loss: 1.3656 +2025-06-19 03:54:32,550 - mmdet - INFO - Epoch [4][3800/7330] lr: 3.000e-04, eta: 3 days, 2:09:09, time: 1.115, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2511, s0.acc: 92.5486, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2897, s1.loss_cls: 0.1171, s1.acc: 92.8046, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1385, s2.loss_cls: 0.0548, s2.acc: 93.0658, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0639, loss: 1.4257 +2025-06-19 03:55:24,933 - mmdet - INFO - Epoch [4][3850/7330] lr: 3.000e-04, eta: 3 days, 2:07:39, time: 1.047, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2501, s0.acc: 92.6252, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2927, s1.loss_cls: 0.1163, s1.acc: 92.8296, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1408, s2.loss_cls: 0.0535, s2.acc: 93.1956, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0653, loss: 1.4146 +2025-06-19 03:56:27,047 - mmdet - INFO - Epoch [4][3900/7330] lr: 3.000e-04, eta: 3 days, 2:07:39, time: 1.243, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2589, s0.acc: 92.4133, s0.loss_bbox: 0.2681, s0.loss_mask: 0.2862, s1.loss_cls: 0.1179, s1.acc: 92.8448, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1386, s2.loss_cls: 0.0551, s2.acc: 93.0861, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0646, loss: 1.4413 +2025-06-19 03:57:20,483 - mmdet - INFO - Epoch [4][3950/7330] lr: 3.000e-04, eta: 3 days, 2:06:19, time: 1.069, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0667, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.2614, s0.acc: 92.2241, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2794, s1.loss_cls: 0.1209, s1.acc: 92.4996, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1339, s2.loss_cls: 0.0566, s2.acc: 92.8491, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0624, loss: 1.4387 +2025-06-19 03:58:18,549 - mmdet - INFO - Epoch [4][4000/7330] lr: 3.000e-04, eta: 3 days, 2:05:41, time: 1.161, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2485, s0.acc: 92.5552, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2874, s1.loss_cls: 0.1147, s1.acc: 92.9182, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1378, s2.loss_cls: 0.0537, s2.acc: 93.1550, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0641, loss: 1.4078 +2025-06-19 03:59:14,056 - mmdet - INFO - Epoch [4][4050/7330] lr: 3.000e-04, eta: 3 days, 2:04:40, time: 1.110, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2652, s0.acc: 92.1772, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2874, s1.loss_cls: 0.1227, s1.acc: 92.5203, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1380, s2.loss_cls: 0.0567, s2.acc: 92.9028, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0636, loss: 1.4447 +2025-06-19 04:00:09,873 - mmdet - INFO - Epoch [4][4100/7330] lr: 3.000e-04, eta: 3 days, 2:03:41, time: 1.116, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2647, s0.acc: 92.2170, s0.loss_bbox: 0.2732, s0.loss_mask: 0.2864, s1.loss_cls: 0.1219, s1.acc: 92.5944, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1371, s2.loss_cls: 0.0557, s2.acc: 93.0001, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0635, loss: 1.4576 +2025-06-19 04:01:05,009 - mmdet - INFO - Epoch [4][4150/7330] lr: 3.000e-04, eta: 3 days, 2:02:37, time: 1.103, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2459, s0.acc: 92.7725, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2811, s1.loss_cls: 0.1140, s1.acc: 93.1423, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1355, s2.loss_cls: 0.0522, s2.acc: 93.4742, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0631, loss: 1.3807 +2025-06-19 04:01:58,331 - mmdet - INFO - Epoch [4][4200/7330] lr: 3.000e-04, eta: 3 days, 2:01:16, time: 1.066, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2576, s0.acc: 92.3567, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2859, s1.loss_cls: 0.1194, s1.acc: 92.7649, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1365, s2.loss_cls: 0.0553, s2.acc: 92.9952, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0637, loss: 1.4325 +2025-06-19 04:02:53,643 - mmdet - INFO - Epoch [4][4250/7330] lr: 3.000e-04, eta: 3 days, 2:00:13, time: 1.106, data_time: 0.038, memory: 21912, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2529, s0.acc: 92.6064, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2922, s1.loss_cls: 0.1174, s1.acc: 92.8990, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1413, s2.loss_cls: 0.0544, s2.acc: 93.2222, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0660, loss: 1.4195 +2025-06-19 04:03:55,147 - mmdet - INFO - Epoch [4][4300/7330] lr: 3.000e-04, eta: 3 days, 2:00:06, time: 1.230, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2488, s0.acc: 92.6414, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2935, s1.loss_cls: 0.1151, s1.acc: 92.9656, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1396, s2.loss_cls: 0.0534, s2.acc: 93.2711, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0646, loss: 1.4127 +2025-06-19 04:04:48,222 - mmdet - INFO - Epoch [4][4350/7330] lr: 3.000e-04, eta: 3 days, 1:58:43, time: 1.062, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2499, s0.acc: 92.5850, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2949, s1.loss_cls: 0.1148, s1.acc: 92.9531, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1412, s2.loss_cls: 0.0526, s2.acc: 93.3575, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0658, loss: 1.4285 +2025-06-19 04:05:47,130 - mmdet - INFO - Epoch [4][4400/7330] lr: 3.000e-04, eta: 3 days, 1:57:50, time: 1.127, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2483, s0.acc: 92.5955, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2803, s1.loss_cls: 0.1137, s1.acc: 93.0031, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1351, s2.loss_cls: 0.0534, s2.acc: 93.1850, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0629, loss: 1.4064 +2025-06-19 04:06:41,821 - mmdet - INFO - Epoch [4][4450/7330] lr: 3.000e-04, eta: 3 days, 1:57:05, time: 1.145, data_time: 0.081, memory: 21912, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2429, s0.acc: 92.7070, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2904, s1.loss_cls: 0.1123, s1.acc: 93.0034, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1397, s2.loss_cls: 0.0512, s2.acc: 93.5614, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0645, loss: 1.3905 +2025-06-19 04:07:34,940 - mmdet - INFO - Epoch [4][4500/7330] lr: 3.000e-04, eta: 3 days, 1:55:42, time: 1.062, data_time: 0.026, memory: 21912, loss_rpn_cls: 0.0587, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2456, s0.acc: 92.7876, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2809, s1.loss_cls: 0.1109, s1.acc: 93.1626, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1358, s2.loss_cls: 0.0517, s2.acc: 93.4122, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0630, loss: 1.3937 +2025-06-19 04:08:30,030 - mmdet - INFO - Epoch [4][4550/7330] lr: 3.000e-04, eta: 3 days, 1:54:37, time: 1.102, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2425, s0.acc: 92.7744, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2857, s1.loss_cls: 0.1112, s1.acc: 93.1629, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1372, s2.loss_cls: 0.0514, s2.acc: 93.4683, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0632, loss: 1.3837 +2025-06-19 04:09:22,892 - mmdet - INFO - Epoch [4][4600/7330] lr: 3.000e-04, eta: 3 days, 1:53:13, time: 1.057, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2524, s0.acc: 92.5071, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2855, s1.loss_cls: 0.1163, s1.acc: 92.7824, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1371, s2.loss_cls: 0.0541, s2.acc: 93.1416, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0626, loss: 1.4137 +2025-06-19 04:10:25,060 - mmdet - INFO - Epoch [4][4650/7330] lr: 3.000e-04, eta: 3 days, 1:53:11, time: 1.243, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2532, s0.acc: 92.5845, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2893, s1.loss_cls: 0.1171, s1.acc: 92.9236, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1379, s2.loss_cls: 0.0532, s2.acc: 93.4171, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0640, loss: 1.4100 +2025-06-19 04:11:17,564 - mmdet - INFO - Epoch [4][4700/7330] lr: 3.000e-04, eta: 3 days, 1:51:44, time: 1.050, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2396, s0.acc: 92.6909, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2835, s1.loss_cls: 0.1112, s1.acc: 92.8943, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1345, s2.loss_cls: 0.0518, s2.acc: 93.2727, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0625, loss: 1.3738 +2025-06-19 04:12:13,202 - mmdet - INFO - Epoch [4][4750/7330] lr: 3.000e-04, eta: 3 days, 1:50:44, time: 1.112, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2445, s0.acc: 92.7373, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2891, s1.loss_cls: 0.1124, s1.acc: 93.1208, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1391, s2.loss_cls: 0.0517, s2.acc: 93.4000, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0645, loss: 1.4035 +2025-06-19 04:13:09,538 - mmdet - INFO - Epoch [4][4800/7330] lr: 3.000e-04, eta: 3 days, 1:49:50, time: 1.127, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2522, s0.acc: 92.4155, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2881, s1.loss_cls: 0.1157, s1.acc: 92.8403, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1379, s2.loss_cls: 0.0537, s2.acc: 93.1751, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0637, loss: 1.4341 +2025-06-19 04:14:03,938 - mmdet - INFO - Epoch [4][4850/7330] lr: 3.000e-04, eta: 3 days, 1:48:40, time: 1.088, data_time: 0.032, memory: 21912, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2337, s0.acc: 93.1191, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2896, s1.loss_cls: 0.1098, s1.acc: 93.3163, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1381, s2.loss_cls: 0.0509, s2.acc: 93.5480, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0644, loss: 1.3604 +2025-06-19 04:14:59,265 - mmdet - INFO - Epoch [4][4900/7330] lr: 3.000e-04, eta: 3 days, 1:47:37, time: 1.107, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0630, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.2516, s0.acc: 92.3162, s0.loss_bbox: 0.2667, s0.loss_mask: 0.2859, s1.loss_cls: 0.1175, s1.acc: 92.6098, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1387, s2.loss_cls: 0.0547, s2.acc: 92.8545, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0642, loss: 1.4369 +2025-06-19 04:15:51,821 - mmdet - INFO - Epoch [4][4950/7330] lr: 3.000e-04, eta: 3 days, 1:46:10, time: 1.051, data_time: 0.030, memory: 21912, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2481, s0.acc: 92.5669, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2869, s1.loss_cls: 0.1139, s1.acc: 93.0224, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1377, s2.loss_cls: 0.0527, s2.acc: 93.2736, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0638, loss: 1.4033 +2025-06-19 04:16:49,194 - mmdet - INFO - Epoch [4][5000/7330] lr: 3.000e-04, eta: 3 days, 1:45:26, time: 1.147, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2384, s0.acc: 92.8733, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2845, s1.loss_cls: 0.1093, s1.acc: 93.2322, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1367, s2.loss_cls: 0.0499, s2.acc: 93.5721, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0638, loss: 1.3620 +2025-06-19 04:17:47,412 - mmdet - INFO - Epoch [4][5050/7330] lr: 3.000e-04, eta: 3 days, 1:44:49, time: 1.164, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2520, s0.acc: 92.4929, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2952, s1.loss_cls: 0.1161, s1.acc: 92.8888, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1407, s2.loss_cls: 0.0531, s2.acc: 93.2778, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0656, loss: 1.4328 +2025-06-19 04:18:39,991 - mmdet - INFO - Epoch [4][5100/7330] lr: 3.000e-04, eta: 3 days, 1:43:23, time: 1.051, data_time: 0.031, memory: 21912, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2516, s0.acc: 92.5945, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2947, s1.loss_cls: 0.1160, s1.acc: 92.8776, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1423, s2.loss_cls: 0.0537, s2.acc: 93.1992, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0665, loss: 1.4219 +2025-06-19 04:19:35,809 - mmdet - INFO - Epoch [4][5150/7330] lr: 3.000e-04, eta: 3 days, 1:42:25, time: 1.116, data_time: 0.034, memory: 21912, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2555, s0.acc: 92.4841, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2858, s1.loss_cls: 0.1182, s1.acc: 92.7917, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1356, s2.loss_cls: 0.0545, s2.acc: 93.1944, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0631, loss: 1.4187 +2025-06-19 04:20:31,081 - mmdet - INFO - Epoch [4][5200/7330] lr: 3.000e-04, eta: 3 days, 1:41:22, time: 1.105, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2515, s0.acc: 92.4482, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2849, s1.loss_cls: 0.1169, s1.acc: 92.7864, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1368, s2.loss_cls: 0.0545, s2.acc: 93.1757, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0640, loss: 1.4164 +2025-06-19 04:21:26,319 - mmdet - INFO - Epoch [4][5250/7330] lr: 3.000e-04, eta: 3 days, 1:40:19, time: 1.105, data_time: 0.033, memory: 21912, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2610, s0.acc: 92.3752, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2895, s1.loss_cls: 0.1202, s1.acc: 92.6783, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1385, s2.loss_cls: 0.0550, s2.acc: 93.0270, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0643, loss: 1.4330 +2025-06-19 04:22:22,504 - mmdet - INFO - Epoch [4][5300/7330] lr: 3.000e-04, eta: 3 days, 1:39:24, time: 1.124, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0592, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2600, s0.acc: 92.3132, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2830, s1.loss_cls: 0.1216, s1.acc: 92.5836, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1377, s2.loss_cls: 0.0562, s2.acc: 92.9149, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0648, loss: 1.4415 +2025-06-19 04:23:18,824 - mmdet - INFO - Epoch [4][5350/7330] lr: 3.000e-04, eta: 3 days, 1:38:31, time: 1.126, data_time: 0.037, memory: 21912, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2618, s0.acc: 92.2932, s0.loss_bbox: 0.2713, s0.loss_mask: 0.2940, s1.loss_cls: 0.1196, s1.acc: 92.7530, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1399, s2.loss_cls: 0.0555, s2.acc: 92.9978, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0648, loss: 1.4590 +2025-06-19 04:24:17,596 - mmdet - INFO - Epoch [4][5400/7330] lr: 3.000e-04, eta: 3 days, 1:37:58, time: 1.175, data_time: 0.039, memory: 21912, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2559, s0.acc: 92.3833, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2844, s1.loss_cls: 0.1166, s1.acc: 92.8578, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1371, s2.loss_cls: 0.0541, s2.acc: 93.2036, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0639, loss: 1.4241 +2025-06-19 04:25:13,263 - mmdet - INFO - Epoch [4][5450/7330] lr: 3.000e-04, eta: 3 days, 1:36:59, time: 1.113, data_time: 0.028, memory: 21912, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2450, s0.acc: 92.7444, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2850, s1.loss_cls: 0.1128, s1.acc: 93.0205, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1379, s2.loss_cls: 0.0528, s2.acc: 93.3898, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0640, loss: 1.3999 +2025-06-19 04:26:09,379 - mmdet - INFO - Epoch [4][5500/7330] lr: 3.000e-04, eta: 3 days, 1:36:03, time: 1.122, data_time: 0.027, memory: 21912, loss_rpn_cls: 0.0632, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2531, s0.acc: 92.4236, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2896, s1.loss_cls: 0.1168, s1.acc: 92.8170, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1387, s2.loss_cls: 0.0540, s2.acc: 93.1593, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0647, loss: 1.4301 +2025-06-19 04:27:05,098 - mmdet - INFO - Epoch [4][5550/7330] lr: 3.000e-04, eta: 3 days, 1:35:05, time: 1.114, data_time: 0.029, memory: 21912, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2554, s0.acc: 92.4629, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2839, s1.loss_cls: 0.1175, s1.acc: 92.7685, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1366, s2.loss_cls: 0.0545, s2.acc: 93.1014, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0638, loss: 1.4145 +2025-06-19 04:27:59,774 - mmdet - INFO - Epoch [4][5600/7330] lr: 3.000e-04, eta: 3 days, 1:33:57, time: 1.093, data_time: 0.036, memory: 21912, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2387, s0.acc: 92.8787, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2921, s1.loss_cls: 0.1106, s1.acc: 93.2119, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1399, s2.loss_cls: 0.0516, s2.acc: 93.5148, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0648, loss: 1.3892 +2025-06-19 04:28:55,619 - mmdet - INFO - Epoch [4][5650/7330] lr: 3.000e-04, eta: 3 days, 1:32:59, time: 1.118, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2444, s0.acc: 92.6855, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2827, s1.loss_cls: 0.1124, s1.acc: 93.1445, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1361, s2.loss_cls: 0.0522, s2.acc: 93.4131, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0635, loss: 1.3847 +2025-06-19 04:29:48,226 - mmdet - INFO - Epoch [4][5700/7330] lr: 3.000e-04, eta: 3 days, 1:31:34, time: 1.052, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2234, s0.acc: 93.3269, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2918, s1.loss_cls: 0.1018, s1.acc: 93.6918, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1401, s2.loss_cls: 0.0469, s2.acc: 94.0060, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0654, loss: 1.3432 +2025-06-19 04:30:49,239 - mmdet - INFO - Epoch [4][5750/7330] lr: 3.000e-04, eta: 3 days, 1:31:20, time: 1.220, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2532, s0.acc: 92.3704, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2928, s1.loss_cls: 0.1153, s1.acc: 92.8013, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1395, s2.loss_cls: 0.0539, s2.acc: 93.0582, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0643, loss: 1.4398 +2025-06-19 04:31:44,587 - mmdet - INFO - Epoch [4][5800/7330] lr: 3.000e-04, eta: 3 days, 1:30:18, time: 1.108, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2434, s0.acc: 92.6858, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2871, s1.loss_cls: 0.1129, s1.acc: 92.9836, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1370, s2.loss_cls: 0.0526, s2.acc: 93.3518, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0634, loss: 1.3970 +2025-06-19 04:32:40,006 - mmdet - INFO - Epoch [4][5850/7330] lr: 3.000e-04, eta: 3 days, 1:29:17, time: 1.108, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2491, s0.acc: 92.7766, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2897, s1.loss_cls: 0.1145, s1.acc: 93.1231, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1381, s2.loss_cls: 0.0527, s2.acc: 93.4991, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0642, loss: 1.3937 +2025-06-19 04:33:33,325 - mmdet - INFO - Epoch [4][5900/7330] lr: 3.000e-04, eta: 3 days, 1:27:58, time: 1.066, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0619, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2517, s0.acc: 92.4495, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2880, s1.loss_cls: 0.1171, s1.acc: 92.7750, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1379, s2.loss_cls: 0.0544, s2.acc: 93.0864, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0646, loss: 1.4279 +2025-06-19 04:34:28,781 - mmdet - INFO - Epoch [4][5950/7330] lr: 3.000e-04, eta: 3 days, 1:26:57, time: 1.109, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2407, s0.acc: 92.8403, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2881, s1.loss_cls: 0.1101, s1.acc: 93.2076, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1383, s2.loss_cls: 0.0513, s2.acc: 93.5066, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0645, loss: 1.3888 +2025-06-19 04:35:24,875 - mmdet - INFO - Epoch [4][6000/7330] lr: 3.000e-04, eta: 3 days, 1:26:01, time: 1.122, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2400, s0.acc: 92.7136, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2868, s1.loss_cls: 0.1109, s1.acc: 93.0220, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1378, s2.loss_cls: 0.0516, s2.acc: 93.3210, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0641, loss: 1.3978 +2025-06-19 04:36:20,889 - mmdet - INFO - Epoch [4][6050/7330] lr: 3.000e-04, eta: 3 days, 1:25:05, time: 1.120, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2435, s0.acc: 92.7441, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2879, s1.loss_cls: 0.1128, s1.acc: 93.1224, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1379, s2.loss_cls: 0.0524, s2.acc: 93.3796, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0641, loss: 1.4022 +2025-06-19 04:37:19,192 - mmdet - INFO - Epoch [4][6100/7330] lr: 3.000e-04, eta: 3 days, 1:24:28, time: 1.166, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2454, s0.acc: 92.6072, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2907, s1.loss_cls: 0.1114, s1.acc: 93.0812, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1399, s2.loss_cls: 0.0518, s2.acc: 93.3441, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0648, loss: 1.4051 +2025-06-19 04:38:17,352 - mmdet - INFO - Epoch [4][6150/7330] lr: 3.000e-04, eta: 3 days, 1:23:50, time: 1.163, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2278, s0.acc: 93.0730, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2832, s1.loss_cls: 0.1040, s1.acc: 93.5146, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1368, s2.loss_cls: 0.0481, s2.acc: 93.8290, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0637, loss: 1.3345 +2025-06-19 04:39:12,165 - mmdet - INFO - Epoch [4][6200/7330] lr: 3.000e-04, eta: 3 days, 1:22:43, time: 1.095, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2435, s0.acc: 92.7388, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2920, s1.loss_cls: 0.1117, s1.acc: 93.1174, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1383, s2.loss_cls: 0.0518, s2.acc: 93.5100, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0642, loss: 1.3939 +2025-06-19 04:40:04,995 - mmdet - INFO - Epoch [4][6250/7330] lr: 3.000e-04, eta: 3 days, 1:21:21, time: 1.057, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2420, s0.acc: 92.6694, s0.loss_bbox: 0.2608, s0.loss_mask: 0.2931, s1.loss_cls: 0.1102, s1.acc: 93.0556, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1403, s2.loss_cls: 0.0507, s2.acc: 93.3703, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0652, loss: 1.4044 +2025-06-19 04:40:58,006 - mmdet - INFO - Epoch [4][6300/7330] lr: 3.000e-04, eta: 3 days, 1:19:59, time: 1.060, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2438, s0.acc: 92.7246, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2793, s1.loss_cls: 0.1126, s1.acc: 93.1186, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1349, s2.loss_cls: 0.0525, s2.acc: 93.4195, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0629, loss: 1.3762 +2025-06-19 04:41:52,600 - mmdet - INFO - Epoch [4][6350/7330] lr: 3.000e-04, eta: 3 days, 1:18:51, time: 1.092, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2345, s0.acc: 93.0769, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2814, s1.loss_cls: 0.1072, s1.acc: 93.4957, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1342, s2.loss_cls: 0.0499, s2.acc: 93.7691, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0625, loss: 1.3531 +2025-06-19 04:42:51,136 - mmdet - INFO - Epoch [4][6400/7330] lr: 3.000e-04, eta: 3 days, 1:18:16, time: 1.171, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2573, s0.acc: 92.4673, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2869, s1.loss_cls: 0.1178, s1.acc: 92.7670, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1373, s2.loss_cls: 0.0543, s2.acc: 93.1163, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0642, loss: 1.4316 +2025-06-19 04:43:43,922 - mmdet - INFO - Epoch [4][6450/7330] lr: 3.000e-04, eta: 3 days, 1:16:53, time: 1.056, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2616, s0.acc: 92.2278, s0.loss_bbox: 0.2630, s0.loss_mask: 0.2949, s1.loss_cls: 0.1203, s1.acc: 92.5391, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1409, s2.loss_cls: 0.0557, s2.acc: 92.9429, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0656, loss: 1.4518 +2025-06-19 04:44:46,797 - mmdet - INFO - Epoch [4][6500/7330] lr: 3.000e-04, eta: 3 days, 1:16:54, time: 1.257, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0576, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2433, s0.acc: 92.6414, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2894, s1.loss_cls: 0.1121, s1.acc: 93.0628, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1383, s2.loss_cls: 0.0520, s2.acc: 93.2702, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0647, loss: 1.4033 +2025-06-19 04:45:39,852 - mmdet - INFO - Epoch [4][6550/7330] lr: 3.000e-04, eta: 3 days, 1:15:33, time: 1.061, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2463, s0.acc: 92.6680, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2888, s1.loss_cls: 0.1129, s1.acc: 93.0383, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1398, s2.loss_cls: 0.0521, s2.acc: 93.5057, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0655, loss: 1.4049 +2025-06-19 04:46:36,961 - mmdet - INFO - Epoch [4][6600/7330] lr: 3.000e-04, eta: 3 days, 1:14:46, time: 1.142, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2465, s0.acc: 92.7019, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2923, s1.loss_cls: 0.1135, s1.acc: 92.9910, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1400, s2.loss_cls: 0.0524, s2.acc: 93.3389, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0653, loss: 1.4040 +2025-06-19 04:47:30,620 - mmdet - INFO - Epoch [4][6650/7330] lr: 3.000e-04, eta: 3 days, 1:13:31, time: 1.073, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2541, s0.acc: 92.2927, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2913, s1.loss_cls: 0.1172, s1.acc: 92.7251, s1.loss_bbox: 0.1160, s1.loss_mask: 0.1393, s2.loss_cls: 0.0546, s2.acc: 92.9475, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0644, loss: 1.4402 +2025-06-19 04:48:26,502 - mmdet - INFO - Epoch [4][6700/7330] lr: 3.000e-04, eta: 3 days, 1:12:33, time: 1.118, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2595, s0.acc: 92.1931, s0.loss_bbox: 0.2685, s0.loss_mask: 0.2943, s1.loss_cls: 0.1201, s1.acc: 92.5762, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1418, s2.loss_cls: 0.0552, s2.acc: 93.1056, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0657, loss: 1.4565 +2025-06-19 04:49:24,692 - mmdet - INFO - Epoch [4][6750/7330] lr: 3.000e-04, eta: 3 days, 1:11:55, time: 1.164, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2501, s0.acc: 92.5278, s0.loss_bbox: 0.2671, s0.loss_mask: 0.2825, s1.loss_cls: 0.1150, s1.acc: 92.9462, s1.loss_bbox: 0.1166, s1.loss_mask: 0.1362, s2.loss_cls: 0.0535, s2.acc: 93.1611, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0637, loss: 1.4177 +2025-06-19 04:50:18,589 - mmdet - INFO - Epoch [4][6800/7330] lr: 3.000e-04, eta: 3 days, 1:10:41, time: 1.078, data_time: 0.038, memory: 22712, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2613, s0.acc: 92.3462, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2845, s1.loss_cls: 0.1215, s1.acc: 92.6905, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1362, s2.loss_cls: 0.0558, s2.acc: 93.0295, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0628, loss: 1.4294 +2025-06-19 04:51:14,152 - mmdet - INFO - Epoch [4][6850/7330] lr: 3.000e-04, eta: 3 days, 1:09:42, time: 1.111, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2476, s0.acc: 92.6897, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2921, s1.loss_cls: 0.1156, s1.acc: 93.0258, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1395, s2.loss_cls: 0.0535, s2.acc: 93.4324, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0641, loss: 1.4051 +2025-06-19 04:52:14,990 - mmdet - INFO - Epoch [4][6900/7330] lr: 3.000e-04, eta: 3 days, 1:09:25, time: 1.217, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2410, s0.acc: 92.7039, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2940, s1.loss_cls: 0.1123, s1.acc: 93.1066, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1393, s2.loss_cls: 0.0521, s2.acc: 93.3720, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0647, loss: 1.3975 +2025-06-19 04:53:11,124 - mmdet - INFO - Epoch [4][6950/7330] lr: 3.000e-04, eta: 3 days, 1:08:29, time: 1.123, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2443, s0.acc: 92.6733, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2840, s1.loss_cls: 0.1139, s1.acc: 92.9152, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1363, s2.loss_cls: 0.0538, s2.acc: 93.1413, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0634, loss: 1.3979 +2025-06-19 04:54:04,335 - mmdet - INFO - Epoch [4][7000/7330] lr: 3.000e-04, eta: 3 days, 1:07:10, time: 1.064, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2521, s0.acc: 92.5383, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2863, s1.loss_cls: 0.1173, s1.acc: 92.8017, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1364, s2.loss_cls: 0.0552, s2.acc: 92.9613, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0633, loss: 1.4089 +2025-06-19 04:54:58,289 - mmdet - INFO - Epoch [4][7050/7330] lr: 3.000e-04, eta: 3 days, 1:05:58, time: 1.079, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2468, s0.acc: 92.6692, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2797, s1.loss_cls: 0.1137, s1.acc: 93.0235, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1343, s2.loss_cls: 0.0531, s2.acc: 93.2878, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0625, loss: 1.3859 +2025-06-19 04:55:56,304 - mmdet - INFO - Epoch [4][7100/7330] lr: 3.000e-04, eta: 3 days, 1:05:18, time: 1.160, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2520, s0.acc: 92.4683, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2886, s1.loss_cls: 0.1160, s1.acc: 92.9272, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1387, s2.loss_cls: 0.0538, s2.acc: 93.2053, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0644, loss: 1.4154 +2025-06-19 04:56:51,887 - mmdet - INFO - Epoch [4][7150/7330] lr: 3.000e-04, eta: 3 days, 1:04:18, time: 1.111, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2486, s0.acc: 92.6682, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2866, s1.loss_cls: 0.1152, s1.acc: 92.9589, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1385, s2.loss_cls: 0.0533, s2.acc: 93.3675, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0656, loss: 1.4109 +2025-06-19 04:57:47,495 - mmdet - INFO - Epoch [4][7200/7330] lr: 3.000e-04, eta: 3 days, 1:03:19, time: 1.112, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2563, s0.acc: 92.3403, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2927, s1.loss_cls: 0.1172, s1.acc: 92.7818, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1398, s2.loss_cls: 0.0543, s2.acc: 93.0622, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0652, loss: 1.4405 +2025-06-19 04:58:41,040 - mmdet - INFO - Epoch [4][7250/7330] lr: 3.000e-04, eta: 3 days, 1:02:02, time: 1.071, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2554, s0.acc: 92.4795, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2877, s1.loss_cls: 0.1188, s1.acc: 92.7175, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1371, s2.loss_cls: 0.0553, s2.acc: 93.1263, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0638, loss: 1.4109 +2025-06-19 04:59:42,016 - mmdet - INFO - Epoch [4][7300/7330] lr: 3.000e-04, eta: 3 days, 1:01:46, time: 1.219, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2553, s0.acc: 92.3413, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2857, s1.loss_cls: 0.1192, s1.acc: 92.6625, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1358, s2.loss_cls: 0.0557, s2.acc: 92.9412, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0632, loss: 1.4186 +2025-06-19 05:00:22,644 - mmdet - INFO - Saving checkpoint at 4 epochs +2025-06-19 05:04:24,935 - mmdet - INFO - Evaluating bbox... +2025-06-19 05:05:05,636 - mmdet - INFO - Evaluating segm... +2025-06-19 05:05:49,065 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 05:05:49,065 - mmdet - INFO - Epoch(val) [4][7330] bbox_mAP: 0.3290, bbox_mAP_50: 0.4900, bbox_mAP_75: 0.3520, bbox_mAP_s: 0.1940, bbox_mAP_m: 0.3400, bbox_mAP_l: 0.4480, bbox_mAP_copypaste: 0.329 0.490 0.352 0.194 0.340 0.448, segm_mAP: 0.2890, segm_mAP_50: 0.4660, segm_mAP_75: 0.3060, segm_mAP_s: 0.1560, segm_mAP_m: 0.3010, segm_mAP_l: 0.4080, segm_mAP_copypaste: 0.289 0.466 0.306 0.156 0.301 0.408 +2025-06-19 05:08:03,918 - mmdet - INFO - Epoch [5][50/7330] lr: 3.000e-04, eta: 3 days, 1:06:17, time: 2.696, data_time: 1.561, memory: 22712, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2557, s0.acc: 92.3052, s0.loss_bbox: 0.2669, s0.loss_mask: 0.2903, s1.loss_cls: 0.1165, s1.acc: 92.7169, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1383, s2.loss_cls: 0.0537, s2.acc: 93.1006, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0639, loss: 1.4338 +2025-06-19 05:09:08,009 - mmdet - INFO - Epoch [5][100/7330] lr: 3.000e-04, eta: 3 days, 1:06:24, time: 1.282, data_time: 0.042, memory: 22712, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0371, s0.loss_cls: 0.2478, s0.acc: 92.4006, s0.loss_bbox: 0.2712, s0.loss_mask: 0.2887, s1.loss_cls: 0.1144, s1.acc: 92.7453, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1377, s2.loss_cls: 0.0523, s2.acc: 93.1160, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0642, loss: 1.4312 +2025-06-19 05:10:04,931 - mmdet - INFO - Epoch [5][150/7330] lr: 3.000e-04, eta: 3 days, 1:05:35, time: 1.139, data_time: 0.042, memory: 22712, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2478, s0.acc: 92.5552, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2941, s1.loss_cls: 0.1133, s1.acc: 93.0393, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1408, s2.loss_cls: 0.0528, s2.acc: 93.2517, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0654, loss: 1.4255 +2025-06-19 05:11:03,774 - mmdet - INFO - Epoch [5][200/7330] lr: 3.000e-04, eta: 3 days, 1:05:00, time: 1.176, data_time: 0.043, memory: 22712, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2373, s0.acc: 92.8494, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2908, s1.loss_cls: 0.1089, s1.acc: 93.2867, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1391, s2.loss_cls: 0.0503, s2.acc: 93.6500, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0639, loss: 1.3850 +2025-06-19 05:12:08,543 - mmdet - INFO - Epoch [5][250/7330] lr: 3.000e-04, eta: 3 days, 1:05:12, time: 1.296, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2397, s0.acc: 92.9109, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2858, s1.loss_cls: 0.1109, s1.acc: 93.2798, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1374, s2.loss_cls: 0.0517, s2.acc: 93.4335, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0633, loss: 1.3810 +2025-06-19 05:13:03,805 - mmdet - INFO - Epoch [5][300/7330] lr: 3.000e-04, eta: 3 days, 1:04:09, time: 1.105, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2452, s0.acc: 92.7148, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2925, s1.loss_cls: 0.1132, s1.acc: 93.0421, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1393, s2.loss_cls: 0.0521, s2.acc: 93.3665, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0652, loss: 1.3974 +2025-06-19 05:14:01,694 - mmdet - INFO - Epoch [5][350/7330] lr: 3.000e-04, eta: 3 days, 1:03:27, time: 1.158, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2453, s0.acc: 92.5164, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2922, s1.loss_cls: 0.1116, s1.acc: 92.9422, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1394, s2.loss_cls: 0.0511, s2.acc: 93.3628, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0650, loss: 1.4165 +2025-06-19 05:14:56,437 - mmdet - INFO - Epoch [5][400/7330] lr: 3.000e-04, eta: 3 days, 1:02:20, time: 1.095, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2389, s0.acc: 92.7300, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2789, s1.loss_cls: 0.1093, s1.acc: 93.0891, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1342, s2.loss_cls: 0.0511, s2.acc: 93.3535, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0626, loss: 1.3789 +2025-06-19 05:15:56,732 - mmdet - INFO - Epoch [5][450/7330] lr: 3.000e-04, eta: 3 days, 1:01:56, time: 1.206, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2430, s0.acc: 92.6877, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2839, s1.loss_cls: 0.1099, s1.acc: 93.1058, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1360, s2.loss_cls: 0.0519, s2.acc: 93.3069, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0635, loss: 1.4034 +2025-06-19 05:16:53,201 - mmdet - INFO - Epoch [5][500/7330] lr: 3.000e-04, eta: 3 days, 1:01:02, time: 1.129, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2461, s0.acc: 92.6177, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2850, s1.loss_cls: 0.1122, s1.acc: 93.0781, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1366, s2.loss_cls: 0.0518, s2.acc: 93.4650, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0634, loss: 1.3930 +2025-06-19 05:17:46,806 - mmdet - INFO - Epoch [5][550/7330] lr: 3.000e-04, eta: 3 days, 0:59:46, time: 1.072, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2496, s0.acc: 92.6321, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2806, s1.loss_cls: 0.1144, s1.acc: 93.0055, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1333, s2.loss_cls: 0.0527, s2.acc: 93.3815, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0622, loss: 1.3841 +2025-06-19 05:18:49,515 - mmdet - INFO - Epoch [5][600/7330] lr: 3.000e-04, eta: 3 days, 0:59:41, time: 1.254, data_time: 0.038, memory: 22712, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2534, s0.acc: 92.3008, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2802, s1.loss_cls: 0.1161, s1.acc: 92.7118, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1354, s2.loss_cls: 0.0541, s2.acc: 92.9509, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0631, loss: 1.4143 +2025-06-19 05:19:46,131 - mmdet - INFO - Epoch [5][650/7330] lr: 3.000e-04, eta: 3 days, 0:58:49, time: 1.132, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2538, s0.acc: 92.4158, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2854, s1.loss_cls: 0.1151, s1.acc: 92.8433, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1353, s2.loss_cls: 0.0533, s2.acc: 93.2218, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0627, loss: 1.4145 +2025-06-19 05:20:43,285 - mmdet - INFO - Epoch [5][700/7330] lr: 3.000e-04, eta: 3 days, 0:58:00, time: 1.144, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2416, s0.acc: 92.7793, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2914, s1.loss_cls: 0.1116, s1.acc: 93.1120, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1404, s2.loss_cls: 0.0520, s2.acc: 93.3138, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0651, loss: 1.4009 +2025-06-19 05:21:36,393 - mmdet - INFO - Epoch [5][750/7330] lr: 3.000e-04, eta: 3 days, 0:56:40, time: 1.062, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2374, s0.acc: 92.9185, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2793, s1.loss_cls: 0.1095, s1.acc: 93.2880, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1331, s2.loss_cls: 0.0507, s2.acc: 93.5586, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0617, loss: 1.3466 +2025-06-19 05:22:35,488 - mmdet - INFO - Epoch [5][800/7330] lr: 3.000e-04, eta: 3 days, 0:56:07, time: 1.182, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2464, s0.acc: 92.5493, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2883, s1.loss_cls: 0.1142, s1.acc: 92.8223, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1387, s2.loss_cls: 0.0528, s2.acc: 93.1280, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0647, loss: 1.4180 +2025-06-19 05:23:31,478 - mmdet - INFO - Epoch [5][850/7330] lr: 3.000e-04, eta: 3 days, 0:55:10, time: 1.120, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0597, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2357, s0.acc: 92.8201, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2931, s1.loss_cls: 0.1094, s1.acc: 93.1536, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1399, s2.loss_cls: 0.0504, s2.acc: 93.5166, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0650, loss: 1.3885 +2025-06-19 05:24:24,954 - mmdet - INFO - Epoch [5][900/7330] lr: 3.000e-04, eta: 3 days, 0:53:53, time: 1.069, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2499, s0.acc: 92.4897, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2894, s1.loss_cls: 0.1130, s1.acc: 92.9829, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1381, s2.loss_cls: 0.0522, s2.acc: 93.2802, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0643, loss: 1.4179 +2025-06-19 05:25:24,171 - mmdet - INFO - Epoch [5][950/7330] lr: 3.000e-04, eta: 3 days, 0:53:20, time: 1.185, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2424, s0.acc: 92.7437, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2829, s1.loss_cls: 0.1123, s1.acc: 93.1190, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1357, s2.loss_cls: 0.0520, s2.acc: 93.3841, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0636, loss: 1.3824 +2025-06-19 05:26:22,865 - mmdet - INFO - Epoch [5][1000/7330] lr: 3.000e-04, eta: 3 days, 0:52:43, time: 1.174, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2503, s0.acc: 92.6470, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2927, s1.loss_cls: 0.1153, s1.acc: 93.0689, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1393, s2.loss_cls: 0.0530, s2.acc: 93.2743, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0648, loss: 1.4239 +2025-06-19 05:27:19,290 - mmdet - INFO - Epoch [5][1050/7330] lr: 3.000e-04, eta: 3 days, 0:51:49, time: 1.129, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0604, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2495, s0.acc: 92.4688, s0.loss_bbox: 0.2700, s0.loss_mask: 0.2914, s1.loss_cls: 0.1141, s1.acc: 92.8232, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1407, s2.loss_cls: 0.0529, s2.acc: 93.1002, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0656, loss: 1.4386 +2025-06-19 05:28:12,604 - mmdet - INFO - Epoch [5][1100/7330] lr: 3.000e-04, eta: 3 days, 0:50:31, time: 1.066, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2413, s0.acc: 92.7566, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2855, s1.loss_cls: 0.1106, s1.acc: 93.0890, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1373, s2.loss_cls: 0.0515, s2.acc: 93.3405, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0634, loss: 1.3785 +2025-06-19 05:29:08,643 - mmdet - INFO - Epoch [5][1150/7330] lr: 3.000e-04, eta: 3 days, 0:49:34, time: 1.121, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2559, s0.acc: 92.4304, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2848, s1.loss_cls: 0.1175, s1.acc: 92.8425, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1371, s2.loss_cls: 0.0537, s2.acc: 93.2637, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0634, loss: 1.4231 +2025-06-19 05:30:03,955 - mmdet - INFO - Epoch [5][1200/7330] lr: 3.000e-04, eta: 3 days, 0:48:31, time: 1.106, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2334, s0.acc: 92.9814, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2843, s1.loss_cls: 0.1074, s1.acc: 93.3191, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1364, s2.loss_cls: 0.0504, s2.acc: 93.5040, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0631, loss: 1.3607 +2025-06-19 05:30:58,730 - mmdet - INFO - Epoch [5][1250/7330] lr: 3.000e-04, eta: 3 days, 0:47:25, time: 1.095, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2576, s0.acc: 92.3015, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2782, s1.loss_cls: 0.1178, s1.acc: 92.6883, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1333, s2.loss_cls: 0.0545, s2.acc: 93.0182, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0619, loss: 1.4074 +2025-06-19 05:31:56,176 - mmdet - INFO - Epoch [5][1300/7330] lr: 3.000e-04, eta: 3 days, 0:46:38, time: 1.149, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2247, s0.acc: 93.3452, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2814, s1.loss_cls: 0.1034, s1.acc: 93.6404, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1349, s2.loss_cls: 0.0480, s2.acc: 93.9405, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0630, loss: 1.3190 +2025-06-19 05:32:54,195 - mmdet - INFO - Epoch [5][1350/7330] lr: 3.000e-04, eta: 3 days, 0:45:56, time: 1.160, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2366, s0.acc: 92.8398, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2809, s1.loss_cls: 0.1083, s1.acc: 93.1344, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1356, s2.loss_cls: 0.0505, s2.acc: 93.4585, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0633, loss: 1.3895 +2025-06-19 05:33:50,002 - mmdet - INFO - Epoch [5][1400/7330] lr: 3.000e-04, eta: 3 days, 0:44:57, time: 1.115, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2379, s0.acc: 92.8335, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2926, s1.loss_cls: 0.1092, s1.acc: 93.2257, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1411, s2.loss_cls: 0.0510, s2.acc: 93.4759, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0655, loss: 1.3948 +2025-06-19 05:34:43,284 - mmdet - INFO - Epoch [5][1450/7330] lr: 3.000e-04, eta: 3 days, 0:43:39, time: 1.066, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2451, s0.acc: 92.7053, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2915, s1.loss_cls: 0.1124, s1.acc: 93.0935, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1404, s2.loss_cls: 0.0519, s2.acc: 93.3870, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0656, loss: 1.4068 +2025-06-19 05:35:35,642 - mmdet - INFO - Epoch [5][1500/7330] lr: 3.000e-04, eta: 3 days, 0:42:14, time: 1.047, data_time: 0.024, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2458, s0.acc: 92.7463, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2874, s1.loss_cls: 0.1135, s1.acc: 93.1175, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1372, s2.loss_cls: 0.0524, s2.acc: 93.5027, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0634, loss: 1.3839 +2025-06-19 05:36:33,880 - mmdet - INFO - Epoch [5][1550/7330] lr: 3.000e-04, eta: 3 days, 0:41:34, time: 1.165, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2344, s0.acc: 92.7759, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2815, s1.loss_cls: 0.1073, s1.acc: 93.1769, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1361, s2.loss_cls: 0.0500, s2.acc: 93.4781, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0630, loss: 1.3772 +2025-06-19 05:37:29,158 - mmdet - INFO - Epoch [5][1600/7330] lr: 3.000e-04, eta: 3 days, 0:40:31, time: 1.106, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2376, s0.acc: 92.8044, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2907, s1.loss_cls: 0.1097, s1.acc: 93.2152, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1382, s2.loss_cls: 0.0505, s2.acc: 93.5415, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0643, loss: 1.3947 +2025-06-19 05:38:24,786 - mmdet - INFO - Epoch [5][1650/7330] lr: 3.000e-04, eta: 3 days, 0:39:31, time: 1.112, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2319, s0.acc: 92.9951, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2786, s1.loss_cls: 0.1062, s1.acc: 93.3877, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1343, s2.loss_cls: 0.0491, s2.acc: 93.6710, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0626, loss: 1.3434 +2025-06-19 05:39:20,156 - mmdet - INFO - Epoch [5][1700/7330] lr: 3.000e-04, eta: 3 days, 0:38:29, time: 1.108, data_time: 0.040, memory: 22712, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2349, s0.acc: 92.9204, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2822, s1.loss_cls: 0.1074, s1.acc: 93.3640, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1366, s2.loss_cls: 0.0502, s2.acc: 93.5391, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0637, loss: 1.3655 +2025-06-19 05:40:22,835 - mmdet - INFO - Epoch [5][1750/7330] lr: 3.000e-04, eta: 3 days, 0:38:22, time: 1.254, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.2508, s0.acc: 92.3982, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2883, s1.loss_cls: 0.1178, s1.acc: 92.7789, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1388, s2.loss_cls: 0.0545, s2.acc: 93.0382, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0644, loss: 1.4334 +2025-06-19 05:41:15,861 - mmdet - INFO - Epoch [5][1800/7330] lr: 3.000e-04, eta: 3 days, 0:37:02, time: 1.060, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2449, s0.acc: 92.6248, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2837, s1.loss_cls: 0.1137, s1.acc: 92.9635, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1367, s2.loss_cls: 0.0526, s2.acc: 93.3374, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0637, loss: 1.4014 +2025-06-19 05:42:08,672 - mmdet - INFO - Epoch [5][1850/7330] lr: 3.000e-04, eta: 3 days, 0:35:41, time: 1.056, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2410, s0.acc: 92.7803, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2836, s1.loss_cls: 0.1109, s1.acc: 93.1739, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1352, s2.loss_cls: 0.0512, s2.acc: 93.4711, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0631, loss: 1.3757 +2025-06-19 05:43:06,589 - mmdet - INFO - Epoch [5][1900/7330] lr: 3.000e-04, eta: 3 days, 0:34:58, time: 1.158, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2490, s0.acc: 92.7019, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2800, s1.loss_cls: 0.1139, s1.acc: 93.0666, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1338, s2.loss_cls: 0.0525, s2.acc: 93.4372, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0619, loss: 1.3777 +2025-06-19 05:44:03,586 - mmdet - INFO - Epoch [5][1950/7330] lr: 3.000e-04, eta: 3 days, 0:34:08, time: 1.140, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2489, s0.acc: 92.4675, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2891, s1.loss_cls: 0.1144, s1.acc: 92.8474, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1392, s2.loss_cls: 0.0535, s2.acc: 93.1274, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0646, loss: 1.4165 +2025-06-19 05:44:58,863 - mmdet - INFO - Epoch [5][2000/7330] lr: 3.000e-04, eta: 3 days, 0:33:05, time: 1.105, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2291, s0.acc: 93.0203, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2804, s1.loss_cls: 0.1042, s1.acc: 93.3952, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1336, s2.loss_cls: 0.0485, s2.acc: 93.7505, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0621, loss: 1.3437 +2025-06-19 05:45:54,854 - mmdet - INFO - Epoch [5][2050/7330] lr: 3.000e-04, eta: 3 days, 0:32:08, time: 1.120, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2538, s0.acc: 92.4546, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2896, s1.loss_cls: 0.1166, s1.acc: 92.8013, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1377, s2.loss_cls: 0.0529, s2.acc: 93.3090, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0640, loss: 1.4153 +2025-06-19 05:46:48,128 - mmdet - INFO - Epoch [5][2100/7330] lr: 3.000e-04, eta: 3 days, 0:30:51, time: 1.066, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2637, s0.acc: 92.0762, s0.loss_bbox: 0.2654, s0.loss_mask: 0.2845, s1.loss_cls: 0.1220, s1.acc: 92.3999, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1368, s2.loss_cls: 0.0562, s2.acc: 92.8492, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0638, loss: 1.4433 +2025-06-19 05:47:51,224 - mmdet - INFO - Epoch [5][2150/7330] lr: 3.000e-04, eta: 3 days, 0:30:46, time: 1.262, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2417, s0.acc: 92.8340, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2854, s1.loss_cls: 0.1121, s1.acc: 93.1358, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1364, s2.loss_cls: 0.0509, s2.acc: 93.5723, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0633, loss: 1.3862 +2025-06-19 05:48:43,924 - mmdet - INFO - Epoch [5][2200/7330] lr: 3.000e-04, eta: 3 days, 0:29:24, time: 1.054, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2357, s0.acc: 92.8286, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2842, s1.loss_cls: 0.1092, s1.acc: 93.1377, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1375, s2.loss_cls: 0.0508, s2.acc: 93.4080, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0644, loss: 1.3733 +2025-06-19 05:49:36,611 - mmdet - INFO - Epoch [5][2250/7330] lr: 3.000e-04, eta: 3 days, 0:28:03, time: 1.054, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2414, s0.acc: 92.9006, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2822, s1.loss_cls: 0.1099, s1.acc: 93.3171, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1348, s2.loss_cls: 0.0503, s2.acc: 93.6138, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0627, loss: 1.3622 +2025-06-19 05:50:39,278 - mmdet - INFO - Epoch [5][2300/7330] lr: 3.000e-04, eta: 3 days, 0:27:54, time: 1.254, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2354, s0.acc: 92.8145, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2900, s1.loss_cls: 0.1092, s1.acc: 93.1285, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1394, s2.loss_cls: 0.0508, s2.acc: 93.4532, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0650, loss: 1.3919 +2025-06-19 05:51:32,266 - mmdet - INFO - Epoch [5][2350/7330] lr: 3.000e-04, eta: 3 days, 0:26:35, time: 1.060, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2415, s0.acc: 92.7517, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2789, s1.loss_cls: 0.1114, s1.acc: 93.1096, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1340, s2.loss_cls: 0.0525, s2.acc: 93.2982, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0628, loss: 1.3789 +2025-06-19 05:52:30,230 - mmdet - INFO - Epoch [5][2400/7330] lr: 3.000e-04, eta: 3 days, 0:25:52, time: 1.159, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2304, s0.acc: 92.9983, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2778, s1.loss_cls: 0.1068, s1.acc: 93.2618, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1352, s2.loss_cls: 0.0499, s2.acc: 93.5198, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0626, loss: 1.3378 +2025-06-19 05:53:23,127 - mmdet - INFO - Epoch [5][2450/7330] lr: 3.000e-04, eta: 3 days, 0:24:32, time: 1.058, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2456, s0.acc: 92.6536, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2828, s1.loss_cls: 0.1116, s1.acc: 93.1285, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1362, s2.loss_cls: 0.0524, s2.acc: 93.3770, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0632, loss: 1.3945 +2025-06-19 05:54:18,688 - mmdet - INFO - Epoch [5][2500/7330] lr: 3.000e-04, eta: 3 days, 0:23:31, time: 1.111, data_time: 0.038, memory: 22712, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2572, s0.acc: 92.3188, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2866, s1.loss_cls: 0.1177, s1.acc: 92.6898, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1382, s2.loss_cls: 0.0541, s2.acc: 93.0253, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0647, loss: 1.4355 +2025-06-19 05:55:19,282 - mmdet - INFO - Epoch [5][2550/7330] lr: 3.000e-04, eta: 3 days, 0:23:08, time: 1.212, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2348, s0.acc: 92.8616, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2797, s1.loss_cls: 0.1090, s1.acc: 93.1168, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1353, s2.loss_cls: 0.0504, s2.acc: 93.5345, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0634, loss: 1.3634 +2025-06-19 05:56:11,708 - mmdet - INFO - Epoch [5][2600/7330] lr: 3.000e-04, eta: 3 days, 0:21:44, time: 1.048, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2223, s0.acc: 93.1958, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2788, s1.loss_cls: 0.1018, s1.acc: 93.5331, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1340, s2.loss_cls: 0.0472, s2.acc: 93.8649, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0624, loss: 1.3165 +2025-06-19 05:57:10,701 - mmdet - INFO - Epoch [5][2650/7330] lr: 3.000e-04, eta: 3 days, 0:21:09, time: 1.180, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2471, s0.acc: 92.6995, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2959, s1.loss_cls: 0.1126, s1.acc: 93.0716, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1416, s2.loss_cls: 0.0521, s2.acc: 93.3710, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0660, loss: 1.4166 +2025-06-19 05:58:05,482 - mmdet - INFO - Epoch [5][2700/7330] lr: 3.000e-04, eta: 3 days, 0:20:02, time: 1.095, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0600, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2414, s0.acc: 92.6616, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2881, s1.loss_cls: 0.1087, s1.acc: 93.1391, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1385, s2.loss_cls: 0.0506, s2.acc: 93.4004, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0648, loss: 1.3945 +2025-06-19 05:59:00,850 - mmdet - INFO - Epoch [5][2750/7330] lr: 3.000e-04, eta: 3 days, 0:19:01, time: 1.108, data_time: 0.038, memory: 22712, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2285, s0.acc: 92.9746, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2849, s1.loss_cls: 0.1058, s1.acc: 93.3309, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1371, s2.loss_cls: 0.0496, s2.acc: 93.5512, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0640, loss: 1.3558 +2025-06-19 05:59:55,978 - mmdet - INFO - Epoch [5][2800/7330] lr: 3.000e-04, eta: 3 days, 0:17:57, time: 1.103, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2335, s0.acc: 93.1077, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2890, s1.loss_cls: 0.1080, s1.acc: 93.3689, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1370, s2.loss_cls: 0.0504, s2.acc: 93.5223, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0631, loss: 1.3543 +2025-06-19 06:00:51,423 - mmdet - INFO - Epoch [5][2850/7330] lr: 3.000e-04, eta: 3 days, 0:16:56, time: 1.109, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2362, s0.acc: 92.8943, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2847, s1.loss_cls: 0.1077, s1.acc: 93.3363, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1365, s2.loss_cls: 0.0494, s2.acc: 93.7725, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0628, loss: 1.3691 +2025-06-19 06:01:51,091 - mmdet - INFO - Epoch [5][2900/7330] lr: 3.000e-04, eta: 3 days, 0:16:25, time: 1.193, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2452, s0.acc: 92.5854, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2857, s1.loss_cls: 0.1130, s1.acc: 93.0511, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1360, s2.loss_cls: 0.0524, s2.acc: 93.2790, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0633, loss: 1.3953 +2025-06-19 06:02:43,507 - mmdet - INFO - Epoch [5][2950/7330] lr: 3.000e-04, eta: 3 days, 0:15:02, time: 1.048, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0606, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2430, s0.acc: 92.5757, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2903, s1.loss_cls: 0.1132, s1.acc: 92.8294, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1390, s2.loss_cls: 0.0529, s2.acc: 93.1230, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0651, loss: 1.4096 +2025-06-19 06:03:42,544 - mmdet - INFO - Epoch [5][3000/7330] lr: 3.000e-04, eta: 3 days, 0:14:27, time: 1.181, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2440, s0.acc: 92.5374, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2814, s1.loss_cls: 0.1116, s1.acc: 92.8965, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1361, s2.loss_cls: 0.0518, s2.acc: 93.1998, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0640, loss: 1.3988 +2025-06-19 06:04:35,181 - mmdet - INFO - Epoch [5][3050/7330] lr: 3.000e-04, eta: 3 days, 0:13:05, time: 1.053, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2445, s0.acc: 92.6013, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2901, s1.loss_cls: 0.1126, s1.acc: 92.9250, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1376, s2.loss_cls: 0.0521, s2.acc: 93.2662, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0642, loss: 1.3922 +2025-06-19 06:05:32,355 - mmdet - INFO - Epoch [5][3100/7330] lr: 3.000e-04, eta: 3 days, 0:12:16, time: 1.143, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2315, s0.acc: 93.0137, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2860, s1.loss_cls: 0.1061, s1.acc: 93.4080, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1374, s2.loss_cls: 0.0496, s2.acc: 93.5880, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0641, loss: 1.3530 +2025-06-19 06:06:28,156 - mmdet - INFO - Epoch [5][3150/7330] lr: 3.000e-04, eta: 3 days, 0:11:18, time: 1.116, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2456, s0.acc: 92.6702, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2841, s1.loss_cls: 0.1129, s1.acc: 93.1169, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1363, s2.loss_cls: 0.0524, s2.acc: 93.4608, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0638, loss: 1.4001 +2025-06-19 06:07:20,193 - mmdet - INFO - Epoch [5][3200/7330] lr: 3.000e-04, eta: 3 days, 0:09:52, time: 1.041, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0609, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2433, s0.acc: 92.6501, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2906, s1.loss_cls: 0.1121, s1.acc: 93.0795, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1392, s2.loss_cls: 0.0522, s2.acc: 93.3242, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0643, loss: 1.4044 +2025-06-19 06:08:18,043 - mmdet - INFO - Epoch [5][3250/7330] lr: 3.000e-04, eta: 3 days, 0:09:08, time: 1.156, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2390, s0.acc: 92.7283, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2867, s1.loss_cls: 0.1083, s1.acc: 93.1772, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1386, s2.loss_cls: 0.0502, s2.acc: 93.5516, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0641, loss: 1.3818 +2025-06-19 06:09:15,101 - mmdet - INFO - Epoch [5][3300/7330] lr: 3.000e-04, eta: 3 days, 0:08:18, time: 1.141, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2383, s0.acc: 92.8953, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2796, s1.loss_cls: 0.1100, s1.acc: 93.1809, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1344, s2.loss_cls: 0.0513, s2.acc: 93.4281, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0622, loss: 1.3550 +2025-06-19 06:10:11,349 - mmdet - INFO - Epoch [5][3350/7330] lr: 3.000e-04, eta: 3 days, 0:07:23, time: 1.125, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2381, s0.acc: 92.7090, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2801, s1.loss_cls: 0.1103, s1.acc: 92.9911, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1341, s2.loss_cls: 0.0513, s2.acc: 93.3350, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0621, loss: 1.3847 +2025-06-19 06:11:09,540 - mmdet - INFO - Epoch [5][3400/7330] lr: 3.000e-04, eta: 3 days, 0:06:41, time: 1.164, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2323, s0.acc: 93.0466, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2802, s1.loss_cls: 0.1065, s1.acc: 93.5300, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1343, s2.loss_cls: 0.0502, s2.acc: 93.7840, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0624, loss: 1.3606 +2025-06-19 06:12:04,893 - mmdet - INFO - Epoch [5][3450/7330] lr: 3.000e-04, eta: 3 days, 0:05:40, time: 1.107, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2443, s0.acc: 92.5444, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2890, s1.loss_cls: 0.1138, s1.acc: 92.8400, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1382, s2.loss_cls: 0.0524, s2.acc: 93.1411, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0647, loss: 1.4081 +2025-06-19 06:13:01,202 - mmdet - INFO - Epoch [5][3500/7330] lr: 3.000e-04, eta: 3 days, 0:04:45, time: 1.126, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0639, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.2432, s0.acc: 92.6465, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2881, s1.loss_cls: 0.1126, s1.acc: 92.9865, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1390, s2.loss_cls: 0.0528, s2.acc: 93.1186, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0648, loss: 1.4243 +2025-06-19 06:13:53,946 - mmdet - INFO - Epoch [5][3550/7330] lr: 3.000e-04, eta: 3 days, 0:03:25, time: 1.055, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2430, s0.acc: 92.7095, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2902, s1.loss_cls: 0.1113, s1.acc: 93.0999, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1384, s2.loss_cls: 0.0517, s2.acc: 93.3970, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0642, loss: 1.4074 +2025-06-19 06:14:49,958 - mmdet - INFO - Epoch [5][3600/7330] lr: 3.000e-04, eta: 3 days, 0:02:27, time: 1.120, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2378, s0.acc: 92.7688, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2844, s1.loss_cls: 0.1079, s1.acc: 93.2309, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1358, s2.loss_cls: 0.0501, s2.acc: 93.4051, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0634, loss: 1.3885 +2025-06-19 06:15:48,160 - mmdet - INFO - Epoch [5][3650/7330] lr: 3.000e-04, eta: 3 days, 0:01:46, time: 1.164, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0618, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2395, s0.acc: 92.9036, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2783, s1.loss_cls: 0.1100, s1.acc: 93.1751, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1345, s2.loss_cls: 0.0521, s2.acc: 93.3929, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0625, loss: 1.3812 +2025-06-19 06:16:46,680 - mmdet - INFO - Epoch [5][3700/7330] lr: 3.000e-04, eta: 3 days, 0:01:06, time: 1.170, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2456, s0.acc: 92.7256, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2798, s1.loss_cls: 0.1126, s1.acc: 93.1103, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1347, s2.loss_cls: 0.0525, s2.acc: 93.3748, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0626, loss: 1.3815 +2025-06-19 06:17:39,290 - mmdet - INFO - Epoch [5][3750/7330] lr: 3.000e-04, eta: 2 days, 23:59:45, time: 1.052, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2356, s0.acc: 92.9666, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2813, s1.loss_cls: 0.1073, s1.acc: 93.3389, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1343, s2.loss_cls: 0.0502, s2.acc: 93.5402, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0623, loss: 1.3510 +2025-06-19 06:18:34,271 - mmdet - INFO - Epoch [5][3800/7330] lr: 3.000e-04, eta: 2 days, 23:58:41, time: 1.100, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2399, s0.acc: 92.8291, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2852, s1.loss_cls: 0.1094, s1.acc: 93.2435, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1370, s2.loss_cls: 0.0502, s2.acc: 93.5391, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0638, loss: 1.3703 +2025-06-19 06:19:32,237 - mmdet - INFO - Epoch [5][3850/7330] lr: 3.000e-04, eta: 2 days, 23:57:57, time: 1.159, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2286, s0.acc: 93.0762, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2761, s1.loss_cls: 0.1062, s1.acc: 93.3732, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1324, s2.loss_cls: 0.0497, s2.acc: 93.6761, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0621, loss: 1.3282 +2025-06-19 06:20:25,155 - mmdet - INFO - Epoch [5][3900/7330] lr: 3.000e-04, eta: 2 days, 23:56:39, time: 1.058, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2365, s0.acc: 92.8035, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2854, s1.loss_cls: 0.1096, s1.acc: 93.1491, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1364, s2.loss_cls: 0.0510, s2.acc: 93.4438, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0633, loss: 1.3819 +2025-06-19 06:21:20,708 - mmdet - INFO - Epoch [5][3950/7330] lr: 3.000e-04, eta: 2 days, 23:55:39, time: 1.111, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2408, s0.acc: 92.8596, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2947, s1.loss_cls: 0.1114, s1.acc: 93.1640, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1415, s2.loss_cls: 0.0512, s2.acc: 93.4273, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0659, loss: 1.3947 +2025-06-19 06:22:16,204 - mmdet - INFO - Epoch [5][4000/7330] lr: 3.000e-04, eta: 2 days, 23:54:38, time: 1.110, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2383, s0.acc: 92.7346, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2821, s1.loss_cls: 0.1110, s1.acc: 93.0199, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1351, s2.loss_cls: 0.0520, s2.acc: 93.2217, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0629, loss: 1.3754 +2025-06-19 06:23:16,617 - mmdet - INFO - Epoch [5][4050/7330] lr: 3.000e-04, eta: 2 days, 23:54:11, time: 1.208, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2432, s0.acc: 92.6050, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2770, s1.loss_cls: 0.1118, s1.acc: 93.0235, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1341, s2.loss_cls: 0.0523, s2.acc: 93.2624, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0629, loss: 1.3907 +2025-06-19 06:24:10,501 - mmdet - INFO - Epoch [5][4100/7330] lr: 3.000e-04, eta: 2 days, 23:53:00, time: 1.077, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2513, s0.acc: 92.4509, s0.loss_bbox: 0.2740, s0.loss_mask: 0.2882, s1.loss_cls: 0.1178, s1.acc: 92.7170, s1.loss_bbox: 0.1189, s1.loss_mask: 0.1387, s2.loss_cls: 0.0543, s2.acc: 93.0118, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0647, loss: 1.4460 +2025-06-19 06:25:03,516 - mmdet - INFO - Epoch [5][4150/7330] lr: 3.000e-04, eta: 2 days, 23:51:42, time: 1.060, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2407, s0.acc: 92.7458, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2806, s1.loss_cls: 0.1116, s1.acc: 92.9797, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1357, s2.loss_cls: 0.0512, s2.acc: 93.2937, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0633, loss: 1.3770 +2025-06-19 06:26:03,500 - mmdet - INFO - Epoch [5][4200/7330] lr: 3.000e-04, eta: 2 days, 23:51:12, time: 1.200, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2436, s0.acc: 92.7236, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2908, s1.loss_cls: 0.1117, s1.acc: 93.0987, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1388, s2.loss_cls: 0.0520, s2.acc: 93.4358, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0650, loss: 1.4057 +2025-06-19 06:26:57,006 - mmdet - INFO - Epoch [5][4250/7330] lr: 3.000e-04, eta: 2 days, 23:49:58, time: 1.070, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2396, s0.acc: 92.7422, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2812, s1.loss_cls: 0.1094, s1.acc: 93.2524, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1344, s2.loss_cls: 0.0510, s2.acc: 93.5163, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0621, loss: 1.3739 +2025-06-19 06:27:51,959 - mmdet - INFO - Epoch [5][4300/7330] lr: 3.000e-04, eta: 2 days, 23:48:53, time: 1.098, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2337, s0.acc: 92.9875, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2852, s1.loss_cls: 0.1072, s1.acc: 93.3371, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1388, s2.loss_cls: 0.0497, s2.acc: 93.5996, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0642, loss: 1.3578 +2025-06-19 06:28:47,848 - mmdet - INFO - Epoch [5][4350/7330] lr: 3.000e-04, eta: 2 days, 23:47:56, time: 1.119, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2520, s0.acc: 92.3684, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2801, s1.loss_cls: 0.1168, s1.acc: 92.7004, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1362, s2.loss_cls: 0.0546, s2.acc: 92.9534, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0637, loss: 1.4161 +2025-06-19 06:29:50,283 - mmdet - INFO - Epoch [5][4400/7330] lr: 3.000e-04, eta: 2 days, 23:47:43, time: 1.249, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2563, s0.acc: 92.2996, s0.loss_bbox: 0.2693, s0.loss_mask: 0.2842, s1.loss_cls: 0.1186, s1.acc: 92.5522, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1355, s2.loss_cls: 0.0553, s2.acc: 92.8533, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0630, loss: 1.4379 +2025-06-19 06:30:43,238 - mmdet - INFO - Epoch [5][4450/7330] lr: 3.000e-04, eta: 2 days, 23:46:25, time: 1.059, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2340, s0.acc: 92.9978, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2725, s1.loss_cls: 0.1093, s1.acc: 93.1818, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1324, s2.loss_cls: 0.0516, s2.acc: 93.3913, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0624, loss: 1.3436 +2025-06-19 06:31:36,265 - mmdet - INFO - Epoch [5][4500/7330] lr: 3.000e-04, eta: 2 days, 23:45:07, time: 1.061, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2363, s0.acc: 92.8201, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2776, s1.loss_cls: 0.1098, s1.acc: 93.1193, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1330, s2.loss_cls: 0.0508, s2.acc: 93.4457, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0617, loss: 1.3601 +2025-06-19 06:32:32,206 - mmdet - INFO - Epoch [5][4550/7330] lr: 3.000e-04, eta: 2 days, 23:44:10, time: 1.119, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2394, s0.acc: 92.5376, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2856, s1.loss_cls: 0.1120, s1.acc: 92.8416, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1368, s2.loss_cls: 0.0523, s2.acc: 93.2290, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0637, loss: 1.3980 +2025-06-19 06:33:30,632 - mmdet - INFO - Epoch [5][4600/7330] lr: 3.000e-04, eta: 2 days, 23:43:29, time: 1.168, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2390, s0.acc: 92.8123, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2781, s1.loss_cls: 0.1084, s1.acc: 93.2234, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1326, s2.loss_cls: 0.0506, s2.acc: 93.5054, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0618, loss: 1.3593 +2025-06-19 06:34:23,809 - mmdet - INFO - Epoch [5][4650/7330] lr: 3.000e-04, eta: 2 days, 23:42:13, time: 1.064, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2470, s0.acc: 92.7407, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2877, s1.loss_cls: 0.1128, s1.acc: 93.1447, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1372, s2.loss_cls: 0.0526, s2.acc: 93.4098, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0641, loss: 1.3952 +2025-06-19 06:35:22,086 - mmdet - INFO - Epoch [5][4700/7330] lr: 3.000e-04, eta: 2 days, 23:41:31, time: 1.165, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0591, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2496, s0.acc: 92.4722, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2887, s1.loss_cls: 0.1147, s1.acc: 92.8566, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1388, s2.loss_cls: 0.0530, s2.acc: 93.2718, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0646, loss: 1.4182 +2025-06-19 06:36:17,910 - mmdet - INFO - Epoch [5][4750/7330] lr: 3.000e-04, eta: 2 days, 23:40:33, time: 1.117, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2522, s0.acc: 92.3542, s0.loss_bbox: 0.2665, s0.loss_mask: 0.2943, s1.loss_cls: 0.1172, s1.acc: 92.5838, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1404, s2.loss_cls: 0.0537, s2.acc: 93.0695, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0655, loss: 1.4397 +2025-06-19 06:37:16,753 - mmdet - INFO - Epoch [5][4800/7330] lr: 3.000e-04, eta: 2 days, 23:39:55, time: 1.177, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2429, s0.acc: 92.7119, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2808, s1.loss_cls: 0.1112, s1.acc: 93.0921, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1350, s2.loss_cls: 0.0510, s2.acc: 93.4376, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0628, loss: 1.3797 +2025-06-19 06:38:10,071 - mmdet - INFO - Epoch [5][4850/7330] lr: 3.000e-04, eta: 2 days, 23:38:40, time: 1.066, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0633, loss_rpn_bbox: 0.0379, s0.loss_cls: 0.2510, s0.acc: 92.4165, s0.loss_bbox: 0.2658, s0.loss_mask: 0.2938, s1.loss_cls: 0.1150, s1.acc: 92.7966, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1410, s2.loss_cls: 0.0535, s2.acc: 93.0699, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0652, loss: 1.4409 +2025-06-19 06:39:05,220 - mmdet - INFO - Epoch [5][4900/7330] lr: 3.000e-04, eta: 2 days, 23:37:37, time: 1.103, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2306, s0.acc: 93.1440, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2765, s1.loss_cls: 0.1050, s1.acc: 93.5247, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1327, s2.loss_cls: 0.0481, s2.acc: 93.9144, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0617, loss: 1.3289 +2025-06-19 06:40:00,759 - mmdet - INFO - Epoch [5][4950/7330] lr: 3.000e-04, eta: 2 days, 23:36:37, time: 1.110, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0608, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2349, s0.acc: 92.7310, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2887, s1.loss_cls: 0.1086, s1.acc: 93.0810, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1390, s2.loss_cls: 0.0512, s2.acc: 93.2621, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0643, loss: 1.3953 +2025-06-19 06:40:55,537 - mmdet - INFO - Epoch [5][5000/7330] lr: 3.000e-04, eta: 2 days, 23:35:32, time: 1.096, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2275, s0.acc: 93.1917, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2860, s1.loss_cls: 0.1037, s1.acc: 93.5555, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1369, s2.loss_cls: 0.0494, s2.acc: 93.7139, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0640, loss: 1.3355 +2025-06-19 06:41:50,512 - mmdet - INFO - Epoch [5][5050/7330] lr: 3.000e-04, eta: 2 days, 23:34:28, time: 1.100, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2340, s0.acc: 92.9673, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2804, s1.loss_cls: 0.1074, s1.acc: 93.2956, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1339, s2.loss_cls: 0.0501, s2.acc: 93.6305, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0629, loss: 1.3463 +2025-06-19 06:42:45,937 - mmdet - INFO - Epoch [5][5100/7330] lr: 3.000e-04, eta: 2 days, 23:33:27, time: 1.108, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2314, s0.acc: 92.9365, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2836, s1.loss_cls: 0.1059, s1.acc: 93.2940, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1372, s2.loss_cls: 0.0494, s2.acc: 93.6024, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0640, loss: 1.3618 +2025-06-19 06:43:41,704 - mmdet - INFO - Epoch [5][5150/7330] lr: 3.000e-04, eta: 2 days, 23:32:28, time: 1.115, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2346, s0.acc: 92.8760, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2808, s1.loss_cls: 0.1088, s1.acc: 93.2205, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1354, s2.loss_cls: 0.0513, s2.acc: 93.4321, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0629, loss: 1.3734 +2025-06-19 06:44:41,593 - mmdet - INFO - Epoch [5][5200/7330] lr: 3.000e-04, eta: 2 days, 23:31:57, time: 1.198, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2421, s0.acc: 92.5837, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2821, s1.loss_cls: 0.1115, s1.acc: 92.9773, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1356, s2.loss_cls: 0.0521, s2.acc: 93.2537, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0632, loss: 1.3940 +2025-06-19 06:45:34,343 - mmdet - INFO - Epoch [5][5250/7330] lr: 3.000e-04, eta: 2 days, 23:30:39, time: 1.055, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2409, s0.acc: 92.8818, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2844, s1.loss_cls: 0.1110, s1.acc: 93.1733, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1353, s2.loss_cls: 0.0512, s2.acc: 93.6068, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0627, loss: 1.3615 +2025-06-19 06:46:32,164 - mmdet - INFO - Epoch [5][5300/7330] lr: 3.000e-04, eta: 2 days, 23:29:54, time: 1.156, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2471, s0.acc: 92.5835, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2831, s1.loss_cls: 0.1141, s1.acc: 92.9278, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1358, s2.loss_cls: 0.0527, s2.acc: 93.3677, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0631, loss: 1.3933 +2025-06-19 06:47:24,485 - mmdet - INFO - Epoch [5][5350/7330] lr: 3.000e-04, eta: 2 days, 23:28:32, time: 1.046, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2262, s0.acc: 93.0706, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2807, s1.loss_cls: 0.1042, s1.acc: 93.4509, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1357, s2.loss_cls: 0.0494, s2.acc: 93.6912, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0627, loss: 1.3305 +2025-06-19 06:48:22,185 - mmdet - INFO - Epoch [5][5400/7330] lr: 3.000e-04, eta: 2 days, 23:27:47, time: 1.154, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2390, s0.acc: 92.8918, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2878, s1.loss_cls: 0.1090, s1.acc: 93.3415, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1365, s2.loss_cls: 0.0510, s2.acc: 93.6209, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0636, loss: 1.3837 +2025-06-19 06:49:14,982 - mmdet - INFO - Epoch [5][5450/7330] lr: 3.000e-04, eta: 2 days, 23:26:28, time: 1.056, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0594, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2348, s0.acc: 92.7473, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2822, s1.loss_cls: 0.1099, s1.acc: 93.0102, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1346, s2.loss_cls: 0.0510, s2.acc: 93.3888, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0627, loss: 1.3686 +2025-06-19 06:50:13,328 - mmdet - INFO - Epoch [5][5500/7330] lr: 3.000e-04, eta: 2 days, 23:25:47, time: 1.167, data_time: 0.041, memory: 22712, loss_rpn_cls: 0.0616, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2484, s0.acc: 92.4670, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2823, s1.loss_cls: 0.1154, s1.acc: 92.7915, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1354, s2.loss_cls: 0.0535, s2.acc: 93.1844, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0636, loss: 1.4085 +2025-06-19 06:51:06,349 - mmdet - INFO - Epoch [5][5550/7330] lr: 3.000e-04, eta: 2 days, 23:24:30, time: 1.060, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2476, s0.acc: 92.5657, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2787, s1.loss_cls: 0.1130, s1.acc: 92.9490, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1349, s2.loss_cls: 0.0533, s2.acc: 93.1849, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0624, loss: 1.3953 +2025-06-19 06:52:03,953 - mmdet - INFO - Epoch [5][5600/7330] lr: 3.000e-04, eta: 2 days, 23:23:44, time: 1.153, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2337, s0.acc: 92.8530, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2827, s1.loss_cls: 0.1062, s1.acc: 93.2971, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1360, s2.loss_cls: 0.0494, s2.acc: 93.5437, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0633, loss: 1.3650 +2025-06-19 06:53:02,816 - mmdet - INFO - Epoch [5][5650/7330] lr: 3.000e-04, eta: 2 days, 23:23:06, time: 1.177, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2485, s0.acc: 92.4119, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2852, s1.loss_cls: 0.1146, s1.acc: 92.7167, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1375, s2.loss_cls: 0.0523, s2.acc: 93.1542, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0638, loss: 1.4069 +2025-06-19 06:53:55,464 - mmdet - INFO - Epoch [5][5700/7330] lr: 3.000e-04, eta: 2 days, 23:21:47, time: 1.053, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2330, s0.acc: 92.9292, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2859, s1.loss_cls: 0.1085, s1.acc: 93.2547, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1360, s2.loss_cls: 0.0500, s2.acc: 93.5206, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0630, loss: 1.3735 +2025-06-19 06:54:51,512 - mmdet - INFO - Epoch [5][5750/7330] lr: 3.000e-04, eta: 2 days, 23:20:50, time: 1.121, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2456, s0.acc: 92.6750, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2805, s1.loss_cls: 0.1127, s1.acc: 93.0443, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1358, s2.loss_cls: 0.0526, s2.acc: 93.2855, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0634, loss: 1.3874 +2025-06-19 06:55:44,011 - mmdet - INFO - Epoch [5][5800/7330] lr: 3.000e-04, eta: 2 days, 23:19:30, time: 1.050, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2355, s0.acc: 92.9031, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2835, s1.loss_cls: 0.1097, s1.acc: 93.1785, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1370, s2.loss_cls: 0.0510, s2.acc: 93.4203, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0635, loss: 1.3701 +2025-06-19 06:56:45,224 - mmdet - INFO - Epoch [5][5850/7330] lr: 3.000e-04, eta: 2 days, 23:19:07, time: 1.224, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2353, s0.acc: 92.7830, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2808, s1.loss_cls: 0.1086, s1.acc: 93.1563, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1341, s2.loss_cls: 0.0512, s2.acc: 93.3679, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0624, loss: 1.3817 +2025-06-19 06:57:38,720 - mmdet - INFO - Epoch [5][5900/7330] lr: 3.000e-04, eta: 2 days, 23:17:54, time: 1.070, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0603, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2428, s0.acc: 92.5833, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2881, s1.loss_cls: 0.1125, s1.acc: 92.9524, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1388, s2.loss_cls: 0.0519, s2.acc: 93.3588, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0650, loss: 1.4113 +2025-06-19 06:58:36,577 - mmdet - INFO - Epoch [5][5950/7330] lr: 3.000e-04, eta: 2 days, 23:17:09, time: 1.157, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2478, s0.acc: 92.5859, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2803, s1.loss_cls: 0.1155, s1.acc: 92.9048, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1341, s2.loss_cls: 0.0537, s2.acc: 93.2008, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0626, loss: 1.3895 +2025-06-19 06:59:31,692 - mmdet - INFO - Epoch [5][6000/7330] lr: 3.000e-04, eta: 2 days, 23:16:07, time: 1.102, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2349, s0.acc: 92.9128, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2817, s1.loss_cls: 0.1086, s1.acc: 93.2300, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1357, s2.loss_cls: 0.0509, s2.acc: 93.4707, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0639, loss: 1.3702 +2025-06-19 07:00:27,624 - mmdet - INFO - Epoch [5][6050/7330] lr: 3.000e-04, eta: 2 days, 23:15:09, time: 1.119, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2288, s0.acc: 93.0391, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2815, s1.loss_cls: 0.1073, s1.acc: 93.3096, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1366, s2.loss_cls: 0.0503, s2.acc: 93.5777, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0638, loss: 1.3525 +2025-06-19 07:01:23,507 - mmdet - INFO - Epoch [5][6100/7330] lr: 3.000e-04, eta: 2 days, 23:14:11, time: 1.118, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2461, s0.acc: 92.5674, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2786, s1.loss_cls: 0.1140, s1.acc: 92.8380, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1348, s2.loss_cls: 0.0529, s2.acc: 93.2044, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0632, loss: 1.3964 +2025-06-19 07:02:16,975 - mmdet - INFO - Epoch [5][6150/7330] lr: 3.000e-04, eta: 2 days, 23:12:58, time: 1.069, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2445, s0.acc: 92.5828, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2832, s1.loss_cls: 0.1149, s1.acc: 92.8841, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1360, s2.loss_cls: 0.0539, s2.acc: 93.0604, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0632, loss: 1.3926 +2025-06-19 07:03:16,623 - mmdet - INFO - Epoch [5][6200/7330] lr: 3.000e-04, eta: 2 days, 23:12:24, time: 1.192, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2412, s0.acc: 92.7463, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2844, s1.loss_cls: 0.1128, s1.acc: 93.0847, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1366, s2.loss_cls: 0.0525, s2.acc: 93.3495, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0636, loss: 1.3816 +2025-06-19 07:04:09,630 - mmdet - INFO - Epoch [5][6250/7330] lr: 3.000e-04, eta: 2 days, 23:11:09, time: 1.061, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0589, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2337, s0.acc: 92.9998, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2770, s1.loss_cls: 0.1073, s1.acc: 93.4277, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1329, s2.loss_cls: 0.0504, s2.acc: 93.6137, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0617, loss: 1.3597 +2025-06-19 07:05:04,416 - mmdet - INFO - Epoch [5][6300/7330] lr: 3.000e-04, eta: 2 days, 23:10:04, time: 1.096, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2356, s0.acc: 92.9185, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2745, s1.loss_cls: 0.1095, s1.acc: 93.1711, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1317, s2.loss_cls: 0.0512, s2.acc: 93.3654, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0610, loss: 1.3488 +2025-06-19 07:06:03,082 - mmdet - INFO - Epoch [5][6350/7330] lr: 3.000e-04, eta: 2 days, 23:09:24, time: 1.173, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0365, s0.loss_cls: 0.2550, s0.acc: 92.3430, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2825, s1.loss_cls: 0.1162, s1.acc: 92.7219, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1367, s2.loss_cls: 0.0545, s2.acc: 92.9712, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0634, loss: 1.4297 +2025-06-19 07:06:56,742 - mmdet - INFO - Epoch [5][6400/7330] lr: 3.000e-04, eta: 2 days, 23:08:12, time: 1.073, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0590, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2582, s0.acc: 92.3232, s0.loss_bbox: 0.2698, s0.loss_mask: 0.2853, s1.loss_cls: 0.1191, s1.acc: 92.6689, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1369, s2.loss_cls: 0.0550, s2.acc: 92.9438, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0638, loss: 1.4423 +2025-06-19 07:07:52,488 - mmdet - INFO - Epoch [5][6450/7330] lr: 3.000e-04, eta: 2 days, 23:07:13, time: 1.114, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2427, s0.acc: 92.7703, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2755, s1.loss_cls: 0.1123, s1.acc: 93.0621, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1314, s2.loss_cls: 0.0521, s2.acc: 93.3408, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0611, loss: 1.3662 +2025-06-19 07:08:48,150 - mmdet - INFO - Epoch [5][6500/7330] lr: 3.000e-04, eta: 2 days, 23:06:14, time: 1.114, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2327, s0.acc: 92.9446, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2888, s1.loss_cls: 0.1070, s1.acc: 93.2580, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1381, s2.loss_cls: 0.0505, s2.acc: 93.5247, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0642, loss: 1.3656 +2025-06-19 07:09:48,659 - mmdet - INFO - Epoch [5][6550/7330] lr: 3.000e-04, eta: 2 days, 23:05:46, time: 1.210, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2398, s0.acc: 92.8872, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2807, s1.loss_cls: 0.1112, s1.acc: 93.1942, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1343, s2.loss_cls: 0.0518, s2.acc: 93.4009, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0627, loss: 1.3749 +2025-06-19 07:10:42,300 - mmdet - INFO - Epoch [5][6600/7330] lr: 3.000e-04, eta: 2 days, 23:04:34, time: 1.073, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2372, s0.acc: 92.6411, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2811, s1.loss_cls: 0.1085, s1.acc: 93.0795, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1347, s2.loss_cls: 0.0509, s2.acc: 93.3668, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0624, loss: 1.3817 +2025-06-19 07:11:35,515 - mmdet - INFO - Epoch [5][6650/7330] lr: 3.000e-04, eta: 2 days, 23:03:20, time: 1.064, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2444, s0.acc: 92.6023, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2863, s1.loss_cls: 0.1122, s1.acc: 92.9634, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1371, s2.loss_cls: 0.0514, s2.acc: 93.2719, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0636, loss: 1.4014 +2025-06-19 07:12:36,463 - mmdet - INFO - Epoch [5][6700/7330] lr: 3.000e-04, eta: 2 days, 23:02:54, time: 1.219, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2346, s0.acc: 92.9016, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2842, s1.loss_cls: 0.1086, s1.acc: 93.2446, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1361, s2.loss_cls: 0.0508, s2.acc: 93.4666, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0633, loss: 1.3653 +2025-06-19 07:13:30,169 - mmdet - INFO - Epoch [5][6750/7330] lr: 3.000e-04, eta: 2 days, 23:01:43, time: 1.074, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0612, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2298, s0.acc: 92.9333, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2791, s1.loss_cls: 0.1076, s1.acc: 93.1753, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1353, s2.loss_cls: 0.0506, s2.acc: 93.3451, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0630, loss: 1.3675 +2025-06-19 07:14:25,234 - mmdet - INFO - Epoch [5][6800/7330] lr: 3.000e-04, eta: 2 days, 23:00:40, time: 1.101, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2273, s0.acc: 92.9294, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2795, s1.loss_cls: 0.1068, s1.acc: 93.1620, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1363, s2.loss_cls: 0.0509, s2.acc: 93.3417, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0634, loss: 1.3505 +2025-06-19 07:15:18,751 - mmdet - INFO - Epoch [5][6850/7330] lr: 3.000e-04, eta: 2 days, 22:59:28, time: 1.071, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2390, s0.acc: 92.7483, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2813, s1.loss_cls: 0.1111, s1.acc: 93.1085, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1355, s2.loss_cls: 0.0520, s2.acc: 93.4454, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0628, loss: 1.3825 +2025-06-19 07:16:21,181 - mmdet - INFO - Epoch [5][6900/7330] lr: 3.000e-04, eta: 2 days, 22:59:11, time: 1.248, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2370, s0.acc: 92.9714, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2772, s1.loss_cls: 0.1093, s1.acc: 93.2691, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1335, s2.loss_cls: 0.0505, s2.acc: 93.5851, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0618, loss: 1.3514 +2025-06-19 07:17:17,349 - mmdet - INFO - Epoch [5][6950/7330] lr: 3.000e-04, eta: 2 days, 22:58:15, time: 1.124, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2446, s0.acc: 92.4915, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2837, s1.loss_cls: 0.1132, s1.acc: 92.8689, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1358, s2.loss_cls: 0.0526, s2.acc: 93.1417, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0631, loss: 1.4035 +2025-06-19 07:18:10,428 - mmdet - INFO - Epoch [5][7000/7330] lr: 3.000e-04, eta: 2 days, 22:57:00, time: 1.062, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0370, s0.loss_cls: 0.2378, s0.acc: 92.7576, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2831, s1.loss_cls: 0.1083, s1.acc: 93.2380, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1365, s2.loss_cls: 0.0508, s2.acc: 93.5158, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0642, loss: 1.3775 +2025-06-19 07:19:09,385 - mmdet - INFO - Epoch [5][7050/7330] lr: 3.000e-04, eta: 2 days, 22:56:22, time: 1.179, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2219, s0.acc: 93.3171, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2821, s1.loss_cls: 0.1023, s1.acc: 93.5614, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1343, s2.loss_cls: 0.0473, s2.acc: 93.7891, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0627, loss: 1.3176 +2025-06-19 07:20:05,342 - mmdet - INFO - Epoch [5][7100/7330] lr: 3.000e-04, eta: 2 days, 22:55:25, time: 1.120, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2439, s0.acc: 92.7219, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2846, s1.loss_cls: 0.1112, s1.acc: 93.1448, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1359, s2.loss_cls: 0.0516, s2.acc: 93.4323, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0633, loss: 1.3846 +2025-06-19 07:20:57,879 - mmdet - INFO - Epoch [5][7150/7330] lr: 3.000e-04, eta: 2 days, 22:54:06, time: 1.050, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2295, s0.acc: 92.9294, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2821, s1.loss_cls: 0.1075, s1.acc: 93.2011, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1349, s2.loss_cls: 0.0501, s2.acc: 93.5663, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0635, loss: 1.3588 +2025-06-19 07:21:52,288 - mmdet - INFO - Epoch [5][7200/7330] lr: 3.000e-04, eta: 2 days, 22:52:59, time: 1.088, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2193, s0.acc: 93.3965, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2795, s1.loss_cls: 0.1015, s1.acc: 93.7785, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1344, s2.loss_cls: 0.0476, s2.acc: 93.9077, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0624, loss: 1.2983 +2025-06-19 07:22:50,194 - mmdet - INFO - Epoch [5][7250/7330] lr: 3.000e-04, eta: 2 days, 22:52:14, time: 1.159, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2354, s0.acc: 92.8240, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2876, s1.loss_cls: 0.1085, s1.acc: 93.2157, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1378, s2.loss_cls: 0.0511, s2.acc: 93.3741, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0640, loss: 1.3852 +2025-06-19 07:23:48,988 - mmdet - INFO - Epoch [5][7300/7330] lr: 3.000e-04, eta: 2 days, 22:51:35, time: 1.176, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2283, s0.acc: 93.0737, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2833, s1.loss_cls: 0.1046, s1.acc: 93.5037, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1371, s2.loss_cls: 0.0487, s2.acc: 93.7325, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0638, loss: 1.3534 +2025-06-19 07:24:29,351 - mmdet - INFO - Saving checkpoint at 5 epochs +2025-06-19 07:28:18,788 - mmdet - INFO - Evaluating bbox... +2025-06-19 07:28:57,476 - mmdet - INFO - Evaluating segm... +2025-06-19 07:29:39,476 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 07:29:39,476 - mmdet - INFO - Epoch(val) [5][7330] bbox_mAP: 0.3400, bbox_mAP_50: 0.5030, bbox_mAP_75: 0.3680, bbox_mAP_s: 0.2100, bbox_mAP_m: 0.3580, bbox_mAP_l: 0.4610, bbox_mAP_copypaste: 0.340 0.503 0.368 0.210 0.358 0.461, segm_mAP: 0.3010, segm_mAP_50: 0.4810, segm_mAP_75: 0.3210, segm_mAP_s: 0.1720, segm_mAP_m: 0.3170, segm_mAP_l: 0.4210, segm_mAP_copypaste: 0.301 0.481 0.321 0.172 0.317 0.421 +2025-06-19 07:31:54,155 - mmdet - INFO - Epoch [6][50/7330] lr: 3.000e-04, eta: 2 days, 22:54:42, time: 2.693, data_time: 1.576, memory: 22712, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2384, s0.acc: 92.6196, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2841, s1.loss_cls: 0.1087, s1.acc: 92.9982, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1346, s2.loss_cls: 0.0502, s2.acc: 93.3805, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0631, loss: 1.3834 +2025-06-19 07:32:55,964 - mmdet - INFO - Epoch [6][100/7330] lr: 3.000e-04, eta: 2 days, 22:54:21, time: 1.236, data_time: 0.042, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2456, s0.acc: 92.4980, s0.loss_bbox: 0.2694, s0.loss_mask: 0.2871, s1.loss_cls: 0.1120, s1.acc: 92.9480, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1365, s2.loss_cls: 0.0522, s2.acc: 93.2022, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0635, loss: 1.4132 +2025-06-19 07:33:53,209 - mmdet - INFO - Epoch [6][150/7330] lr: 3.000e-04, eta: 2 days, 22:53:31, time: 1.144, data_time: 0.040, memory: 22712, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2406, s0.acc: 92.9109, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2800, s1.loss_cls: 0.1100, s1.acc: 93.3443, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1354, s2.loss_cls: 0.0513, s2.acc: 93.6032, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0630, loss: 1.3758 +2025-06-19 07:34:58,218 - mmdet - INFO - Epoch [6][200/7330] lr: 3.000e-04, eta: 2 days, 22:53:29, time: 1.300, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2338, s0.acc: 92.9302, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2781, s1.loss_cls: 0.1060, s1.acc: 93.3711, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1332, s2.loss_cls: 0.0499, s2.acc: 93.5751, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0620, loss: 1.3511 +2025-06-19 07:35:56,888 - mmdet - INFO - Epoch [6][250/7330] lr: 3.000e-04, eta: 2 days, 22:52:48, time: 1.174, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2263, s0.acc: 93.0857, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2780, s1.loss_cls: 0.1032, s1.acc: 93.5118, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1333, s2.loss_cls: 0.0490, s2.acc: 93.6164, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0620, loss: 1.3397 +2025-06-19 07:36:52,220 - mmdet - INFO - Epoch [6][300/7330] lr: 3.000e-04, eta: 2 days, 22:51:47, time: 1.106, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2351, s0.acc: 92.8098, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2779, s1.loss_cls: 0.1076, s1.acc: 93.2477, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1340, s2.loss_cls: 0.0502, s2.acc: 93.4194, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0615, loss: 1.3592 +2025-06-19 07:37:48,109 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 07:37:48,110 - mmdet - INFO - Epoch [6][350/7330] lr: 3.000e-04, eta: 2 days, 22:50:49, time: 1.118, data_time: 0.040, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2326, s0.acc: 92.8132, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2818, s1.loss_cls: 0.1058, s1.acc: 93.2815, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1356, s2.loss_cls: 0.0490, s2.acc: 93.5572, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0631, loss: 1.3718 +2025-06-19 07:38:52,606 - mmdet - INFO - Epoch [6][400/7330] lr: 3.000e-04, eta: 2 days, 22:50:43, time: 1.289, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2403, s0.acc: 92.6213, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2833, s1.loss_cls: 0.1111, s1.acc: 92.9032, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1353, s2.loss_cls: 0.0518, s2.acc: 93.0907, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0627, loss: 1.3920 +2025-06-19 07:39:50,063 - mmdet - INFO - Epoch [6][450/7330] lr: 3.000e-04, eta: 2 days, 22:49:54, time: 1.150, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2294, s0.acc: 93.0347, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2708, s1.loss_cls: 0.1039, s1.acc: 93.4470, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1307, s2.loss_cls: 0.0481, s2.acc: 93.7427, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0614, loss: 1.3326 +2025-06-19 07:40:44,197 - mmdet - INFO - Epoch [6][500/7330] lr: 3.000e-04, eta: 2 days, 22:48:45, time: 1.082, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2330, s0.acc: 93.0378, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2907, s1.loss_cls: 0.1059, s1.acc: 93.3800, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1381, s2.loss_cls: 0.0495, s2.acc: 93.6310, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0642, loss: 1.3623 +2025-06-19 07:41:46,140 - mmdet - INFO - Epoch [6][550/7330] lr: 3.000e-04, eta: 2 days, 22:48:24, time: 1.240, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2341, s0.acc: 92.7964, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2810, s1.loss_cls: 0.1065, s1.acc: 93.1827, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1362, s2.loss_cls: 0.0496, s2.acc: 93.4605, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0631, loss: 1.3643 +2025-06-19 07:42:40,486 - mmdet - INFO - Epoch [6][600/7330] lr: 3.000e-04, eta: 2 days, 22:47:17, time: 1.087, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2289, s0.acc: 92.9011, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2816, s1.loss_cls: 0.1066, s1.acc: 93.2230, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1361, s2.loss_cls: 0.0497, s2.acc: 93.4287, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0634, loss: 1.3653 +2025-06-19 07:43:37,046 - mmdet - INFO - Epoch [6][650/7330] lr: 3.000e-04, eta: 2 days, 22:46:22, time: 1.131, data_time: 0.041, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2292, s0.acc: 92.8799, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2817, s1.loss_cls: 0.1051, s1.acc: 93.2158, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1359, s2.loss_cls: 0.0491, s2.acc: 93.6148, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0632, loss: 1.3583 +2025-06-19 07:44:31,054 - mmdet - INFO - Epoch [6][700/7330] lr: 3.000e-04, eta: 2 days, 22:45:13, time: 1.080, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2438, s0.acc: 92.5327, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2856, s1.loss_cls: 0.1103, s1.acc: 92.9882, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1379, s2.loss_cls: 0.0520, s2.acc: 93.1912, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0638, loss: 1.4063 +2025-06-19 07:45:31,953 - mmdet - INFO - Epoch [6][750/7330] lr: 3.000e-04, eta: 2 days, 22:44:45, time: 1.218, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2419, s0.acc: 92.7837, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2822, s1.loss_cls: 0.1114, s1.acc: 93.0674, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1358, s2.loss_cls: 0.0519, s2.acc: 93.4610, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0634, loss: 1.3715 +2025-06-19 07:46:28,434 - mmdet - INFO - Epoch [6][800/7330] lr: 3.000e-04, eta: 2 days, 22:43:50, time: 1.130, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2314, s0.acc: 92.9065, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2817, s1.loss_cls: 0.1038, s1.acc: 93.3665, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1355, s2.loss_cls: 0.0488, s2.acc: 93.5458, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0633, loss: 1.3546 +2025-06-19 07:47:21,728 - mmdet - INFO - Epoch [6][850/7330] lr: 3.000e-04, eta: 2 days, 22:42:36, time: 1.066, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2351, s0.acc: 92.7722, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2785, s1.loss_cls: 0.1074, s1.acc: 93.1845, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1337, s2.loss_cls: 0.0500, s2.acc: 93.5008, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0626, loss: 1.3601 +2025-06-19 07:48:22,518 - mmdet - INFO - Epoch [6][900/7330] lr: 3.000e-04, eta: 2 days, 22:42:07, time: 1.216, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2333, s0.acc: 92.7717, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2794, s1.loss_cls: 0.1082, s1.acc: 93.0768, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1338, s2.loss_cls: 0.0503, s2.acc: 93.3539, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0618, loss: 1.3656 +2025-06-19 07:49:15,815 - mmdet - INFO - Epoch [6][950/7330] lr: 3.000e-04, eta: 2 days, 22:40:54, time: 1.066, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2299, s0.acc: 93.0735, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2780, s1.loss_cls: 0.1042, s1.acc: 93.4566, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1330, s2.loss_cls: 0.0484, s2.acc: 93.6764, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0621, loss: 1.3291 +2025-06-19 07:50:11,084 - mmdet - INFO - Epoch [6][1000/7330] lr: 3.000e-04, eta: 2 days, 22:39:52, time: 1.105, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2430, s0.acc: 92.6414, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2907, s1.loss_cls: 0.1111, s1.acc: 93.0223, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1390, s2.loss_cls: 0.0514, s2.acc: 93.2625, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0647, loss: 1.4045 +2025-06-19 07:51:03,993 - mmdet - INFO - Epoch [6][1050/7330] lr: 3.000e-04, eta: 2 days, 22:38:35, time: 1.058, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2247, s0.acc: 93.1726, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2780, s1.loss_cls: 0.1046, s1.acc: 93.3786, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1328, s2.loss_cls: 0.0488, s2.acc: 93.7028, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0619, loss: 1.3310 +2025-06-19 07:52:06,068 - mmdet - INFO - Epoch [6][1100/7330] lr: 3.000e-04, eta: 2 days, 22:38:14, time: 1.242, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2452, s0.acc: 92.6553, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2814, s1.loss_cls: 0.1120, s1.acc: 93.0088, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1336, s2.loss_cls: 0.0517, s2.acc: 93.3565, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0618, loss: 1.3882 +2025-06-19 07:53:01,713 - mmdet - INFO - Epoch [6][1150/7330] lr: 3.000e-04, eta: 2 days, 22:37:15, time: 1.113, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0565, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2367, s0.acc: 92.8103, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2856, s1.loss_cls: 0.1079, s1.acc: 93.1874, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1363, s2.loss_cls: 0.0500, s2.acc: 93.5590, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0633, loss: 1.3894 +2025-06-19 07:53:53,966 - mmdet - INFO - Epoch [6][1200/7330] lr: 3.000e-04, eta: 2 days, 22:35:54, time: 1.044, data_time: 0.024, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2249, s0.acc: 93.1580, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2782, s1.loss_cls: 0.1033, s1.acc: 93.5718, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1339, s2.loss_cls: 0.0481, s2.acc: 93.7857, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0626, loss: 1.3267 +2025-06-19 07:54:49,769 - mmdet - INFO - Epoch [6][1250/7330] lr: 3.000e-04, eta: 2 days, 22:34:56, time: 1.117, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2334, s0.acc: 92.9121, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2756, s1.loss_cls: 0.1080, s1.acc: 93.2362, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1319, s2.loss_cls: 0.0505, s2.acc: 93.5980, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0611, loss: 1.3390 +2025-06-19 07:55:50,999 - mmdet - INFO - Epoch [6][1300/7330] lr: 3.000e-04, eta: 2 days, 22:34:29, time: 1.225, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2463, s0.acc: 92.6248, s0.loss_bbox: 0.2647, s0.loss_mask: 0.2829, s1.loss_cls: 0.1120, s1.acc: 93.0063, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1374, s2.loss_cls: 0.0514, s2.acc: 93.3628, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0637, loss: 1.4043 +2025-06-19 07:56:44,348 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 07:56:44,348 - mmdet - INFO - Epoch [6][1350/7330] lr: 3.000e-04, eta: 2 days, 22:33:16, time: 1.066, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0367, s0.loss_cls: 0.2369, s0.acc: 92.7673, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2791, s1.loss_cls: 0.1091, s1.acc: 93.0998, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1335, s2.loss_cls: 0.0506, s2.acc: 93.4107, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0626, loss: 1.3780 +2025-06-19 07:57:40,390 - mmdet - INFO - Epoch [6][1400/7330] lr: 3.000e-04, eta: 2 days, 22:32:19, time: 1.121, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2328, s0.acc: 92.9033, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2854, s1.loss_cls: 0.1052, s1.acc: 93.4209, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1362, s2.loss_cls: 0.0490, s2.acc: 93.6551, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0635, loss: 1.3669 +2025-06-19 07:58:36,850 - mmdet - INFO - Epoch [6][1450/7330] lr: 3.000e-04, eta: 2 days, 22:31:24, time: 1.129, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2314, s0.acc: 92.8579, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2856, s1.loss_cls: 0.1055, s1.acc: 93.1983, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1364, s2.loss_cls: 0.0494, s2.acc: 93.4894, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0633, loss: 1.3755 +2025-06-19 07:59:35,461 - mmdet - INFO - Epoch [6][1500/7330] lr: 3.000e-04, eta: 2 days, 22:30:42, time: 1.171, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2414, s0.acc: 92.7512, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2895, s1.loss_cls: 0.1104, s1.acc: 93.0834, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1380, s2.loss_cls: 0.0514, s2.acc: 93.2972, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0643, loss: 1.3875 +2025-06-19 08:00:28,719 - mmdet - INFO - Epoch [6][1550/7330] lr: 3.000e-04, eta: 2 days, 22:29:28, time: 1.066, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2335, s0.acc: 92.9397, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2830, s1.loss_cls: 0.1065, s1.acc: 93.3451, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1352, s2.loss_cls: 0.0483, s2.acc: 93.7383, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0628, loss: 1.3563 +2025-06-19 08:01:23,971 - mmdet - INFO - Epoch [6][1600/7330] lr: 3.000e-04, eta: 2 days, 22:28:26, time: 1.105, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2411, s0.acc: 92.7463, s0.loss_bbox: 0.2641, s0.loss_mask: 0.2916, s1.loss_cls: 0.1092, s1.acc: 93.1775, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1410, s2.loss_cls: 0.0504, s2.acc: 93.4183, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0655, loss: 1.4135 +2025-06-19 08:02:17,073 - mmdet - INFO - Epoch [6][1650/7330] lr: 3.000e-04, eta: 2 days, 22:27:12, time: 1.062, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2372, s0.acc: 92.6340, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2866, s1.loss_cls: 0.1108, s1.acc: 92.9232, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1361, s2.loss_cls: 0.0518, s2.acc: 93.2783, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0636, loss: 1.3868 +2025-06-19 08:03:13,175 - mmdet - INFO - Epoch [6][1700/7330] lr: 3.000e-04, eta: 2 days, 22:26:15, time: 1.122, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2225, s0.acc: 93.0945, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2756, s1.loss_cls: 0.1023, s1.acc: 93.5719, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1322, s2.loss_cls: 0.0481, s2.acc: 93.6946, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0617, loss: 1.3230 +2025-06-19 08:04:13,630 - mmdet - INFO - Epoch [6][1750/7330] lr: 3.000e-04, eta: 2 days, 22:25:43, time: 1.208, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2363, s0.acc: 92.9097, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2790, s1.loss_cls: 0.1078, s1.acc: 93.2774, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1334, s2.loss_cls: 0.0498, s2.acc: 93.6643, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0621, loss: 1.3522 +2025-06-19 08:05:06,364 - mmdet - INFO - Epoch [6][1800/7330] lr: 3.000e-04, eta: 2 days, 22:24:27, time: 1.056, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2277, s0.acc: 93.1531, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2783, s1.loss_cls: 0.1061, s1.acc: 93.3866, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1337, s2.loss_cls: 0.0488, s2.acc: 93.8131, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0632, loss: 1.3338 +2025-06-19 08:06:06,788 - mmdet - INFO - Epoch [6][1850/7330] lr: 3.000e-04, eta: 2 days, 22:23:55, time: 1.208, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2195, s0.acc: 93.3096, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2776, s1.loss_cls: 0.1011, s1.acc: 93.6346, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1329, s2.loss_cls: 0.0472, s2.acc: 93.8447, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0621, loss: 1.3082 +2025-06-19 08:07:00,446 - mmdet - INFO - Epoch [6][1900/7330] lr: 3.000e-04, eta: 2 days, 22:22:44, time: 1.072, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2422, s0.acc: 92.5051, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2797, s1.loss_cls: 0.1121, s1.acc: 92.8228, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1351, s2.loss_cls: 0.0527, s2.acc: 93.0189, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0629, loss: 1.3938 +2025-06-19 08:07:53,286 - mmdet - INFO - Epoch [6][1950/7330] lr: 3.000e-04, eta: 2 days, 22:21:28, time: 1.057, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2348, s0.acc: 92.9495, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2802, s1.loss_cls: 0.1072, s1.acc: 93.3814, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1331, s2.loss_cls: 0.0498, s2.acc: 93.6107, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0612, loss: 1.3585 +2025-06-19 08:08:46,316 - mmdet - INFO - Epoch [6][2000/7330] lr: 3.000e-04, eta: 2 days, 22:20:13, time: 1.061, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2339, s0.acc: 92.9253, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2795, s1.loss_cls: 0.1067, s1.acc: 93.3793, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1354, s2.loss_cls: 0.0493, s2.acc: 93.6440, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0632, loss: 1.3692 +2025-06-19 08:09:44,385 - mmdet - INFO - Epoch [6][2050/7330] lr: 3.000e-04, eta: 2 days, 22:19:28, time: 1.161, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2326, s0.acc: 92.9778, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2830, s1.loss_cls: 0.1069, s1.acc: 93.3425, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1365, s2.loss_cls: 0.0498, s2.acc: 93.5535, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0639, loss: 1.3555 +2025-06-19 08:10:41,805 - mmdet - INFO - Epoch [6][2100/7330] lr: 3.000e-04, eta: 2 days, 22:18:38, time: 1.148, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2303, s0.acc: 93.0559, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2767, s1.loss_cls: 0.1056, s1.acc: 93.4419, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1322, s2.loss_cls: 0.0494, s2.acc: 93.6052, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0620, loss: 1.3302 +2025-06-19 08:11:37,533 - mmdet - INFO - Epoch [6][2150/7330] lr: 3.000e-04, eta: 2 days, 22:17:39, time: 1.114, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2269, s0.acc: 92.9824, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2829, s1.loss_cls: 0.1044, s1.acc: 93.2827, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1364, s2.loss_cls: 0.0502, s2.acc: 93.3929, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0639, loss: 1.3503 +2025-06-19 08:12:35,274 - mmdet - INFO - Epoch [6][2200/7330] lr: 3.000e-04, eta: 2 days, 22:16:52, time: 1.155, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2297, s0.acc: 92.9417, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2837, s1.loss_cls: 0.1049, s1.acc: 93.3462, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1363, s2.loss_cls: 0.0489, s2.acc: 93.6095, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0636, loss: 1.3559 +2025-06-19 08:13:31,000 - mmdet - INFO - Epoch [6][2250/7330] lr: 3.000e-04, eta: 2 days, 22:15:53, time: 1.114, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2451, s0.acc: 92.5317, s0.loss_bbox: 0.2674, s0.loss_mask: 0.2853, s1.loss_cls: 0.1115, s1.acc: 92.9867, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1371, s2.loss_cls: 0.0517, s2.acc: 93.2295, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0635, loss: 1.4124 +2025-06-19 08:14:24,138 - mmdet - INFO - Epoch [6][2300/7330] lr: 3.000e-04, eta: 2 days, 22:14:39, time: 1.063, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2306, s0.acc: 92.9500, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2816, s1.loss_cls: 0.1040, s1.acc: 93.4887, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1348, s2.loss_cls: 0.0488, s2.acc: 93.7283, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0624, loss: 1.3569 +2025-06-19 08:15:17,181 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 08:15:17,181 - mmdet - INFO - Epoch [6][2350/7330] lr: 3.000e-04, eta: 2 days, 22:13:24, time: 1.061, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2261, s0.acc: 93.0349, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2735, s1.loss_cls: 0.1033, s1.acc: 93.5016, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1322, s2.loss_cls: 0.0482, s2.acc: 93.7946, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0615, loss: 1.3334 +2025-06-19 08:16:12,289 - mmdet - INFO - Epoch [6][2400/7330] lr: 3.000e-04, eta: 2 days, 22:12:22, time: 1.102, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2305, s0.acc: 92.9690, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2743, s1.loss_cls: 0.1065, s1.acc: 93.3665, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1329, s2.loss_cls: 0.0501, s2.acc: 93.6372, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0618, loss: 1.3413 +2025-06-19 08:17:10,721 - mmdet - INFO - Epoch [6][2450/7330] lr: 3.000e-04, eta: 2 days, 22:11:38, time: 1.169, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2366, s0.acc: 92.8662, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2790, s1.loss_cls: 0.1092, s1.acc: 93.2003, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1342, s2.loss_cls: 0.0507, s2.acc: 93.5420, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0625, loss: 1.3693 +2025-06-19 08:18:06,085 - mmdet - INFO - Epoch [6][2500/7330] lr: 3.000e-04, eta: 2 days, 22:10:37, time: 1.107, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2434, s0.acc: 92.6072, s0.loss_bbox: 0.2648, s0.loss_mask: 0.2897, s1.loss_cls: 0.1115, s1.acc: 92.9882, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1387, s2.loss_cls: 0.0524, s2.acc: 93.1146, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0647, loss: 1.4081 +2025-06-19 08:19:01,213 - mmdet - INFO - Epoch [6][2550/7330] lr: 3.000e-04, eta: 2 days, 22:09:35, time: 1.102, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2265, s0.acc: 93.0198, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2775, s1.loss_cls: 0.1040, s1.acc: 93.4157, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1340, s2.loss_cls: 0.0487, s2.acc: 93.5810, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0621, loss: 1.3386 +2025-06-19 08:19:58,537 - mmdet - INFO - Epoch [6][2600/7330] lr: 3.000e-04, eta: 2 days, 22:08:45, time: 1.147, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2291, s0.acc: 93.0190, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2843, s1.loss_cls: 0.1054, s1.acc: 93.3835, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1386, s2.loss_cls: 0.0493, s2.acc: 93.5632, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0646, loss: 1.3551 +2025-06-19 08:20:54,202 - mmdet - INFO - Epoch [6][2650/7330] lr: 3.000e-04, eta: 2 days, 22:07:46, time: 1.113, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2261, s0.acc: 93.0220, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2827, s1.loss_cls: 0.1042, s1.acc: 93.4083, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1360, s2.loss_cls: 0.0485, s2.acc: 93.7372, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0633, loss: 1.3440 +2025-06-19 08:21:47,393 - mmdet - INFO - Epoch [6][2700/7330] lr: 3.000e-04, eta: 2 days, 22:06:32, time: 1.063, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0383, s0.loss_cls: 0.2365, s0.acc: 92.7383, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2784, s1.loss_cls: 0.1081, s1.acc: 93.1245, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1330, s2.loss_cls: 0.0507, s2.acc: 93.3927, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0620, loss: 1.3754 +2025-06-19 08:22:42,231 - mmdet - INFO - Epoch [6][2750/7330] lr: 3.000e-04, eta: 2 days, 22:05:28, time: 1.098, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2230, s0.acc: 93.0813, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2784, s1.loss_cls: 0.1044, s1.acc: 93.4360, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1342, s2.loss_cls: 0.0486, s2.acc: 93.7048, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0616, loss: 1.3254 +2025-06-19 08:23:40,377 - mmdet - INFO - Epoch [6][2800/7330] lr: 3.000e-04, eta: 2 days, 22:04:43, time: 1.163, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2256, s0.acc: 93.0830, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2721, s1.loss_cls: 0.1045, s1.acc: 93.3258, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1324, s2.loss_cls: 0.0491, s2.acc: 93.5789, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0621, loss: 1.3187 +2025-06-19 08:24:32,614 - mmdet - INFO - Epoch [6][2850/7330] lr: 3.000e-04, eta: 2 days, 22:03:25, time: 1.045, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2273, s0.acc: 93.1155, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2804, s1.loss_cls: 0.1050, s1.acc: 93.4342, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1347, s2.loss_cls: 0.0483, s2.acc: 93.7820, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0627, loss: 1.3337 +2025-06-19 08:25:30,639 - mmdet - INFO - Epoch [6][2900/7330] lr: 3.000e-04, eta: 2 days, 22:02:39, time: 1.160, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2280, s0.acc: 93.0078, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2857, s1.loss_cls: 0.1044, s1.acc: 93.3654, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1376, s2.loss_cls: 0.0485, s2.acc: 93.6968, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0643, loss: 1.3617 +2025-06-19 08:26:26,145 - mmdet - INFO - Epoch [6][2950/7330] lr: 3.000e-04, eta: 2 days, 22:01:39, time: 1.110, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2282, s0.acc: 92.9377, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2746, s1.loss_cls: 0.1063, s1.acc: 93.1746, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1319, s2.loss_cls: 0.0493, s2.acc: 93.4841, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0609, loss: 1.3428 +2025-06-19 08:27:20,982 - mmdet - INFO - Epoch [6][3000/7330] lr: 3.000e-04, eta: 2 days, 22:00:35, time: 1.097, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2323, s0.acc: 92.8989, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2784, s1.loss_cls: 0.1059, s1.acc: 93.3606, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1338, s2.loss_cls: 0.0494, s2.acc: 93.5790, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0625, loss: 1.3467 +2025-06-19 08:28:16,285 - mmdet - INFO - Epoch [6][3050/7330] lr: 3.000e-04, eta: 2 days, 21:59:33, time: 1.106, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2417, s0.acc: 92.7561, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2844, s1.loss_cls: 0.1110, s1.acc: 93.0365, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1356, s2.loss_cls: 0.0517, s2.acc: 93.3125, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0625, loss: 1.3760 +2025-06-19 08:29:12,192 - mmdet - INFO - Epoch [6][3100/7330] lr: 3.000e-04, eta: 2 days, 21:58:35, time: 1.118, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2404, s0.acc: 92.8374, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2760, s1.loss_cls: 0.1118, s1.acc: 93.1063, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1341, s2.loss_cls: 0.0521, s2.acc: 93.4066, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0629, loss: 1.3808 +2025-06-19 08:30:07,748 - mmdet - INFO - Epoch [6][3150/7330] lr: 3.000e-04, eta: 2 days, 21:57:36, time: 1.111, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0563, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2475, s0.acc: 92.5500, s0.loss_bbox: 0.2645, s0.loss_mask: 0.2929, s1.loss_cls: 0.1133, s1.acc: 92.9670, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1403, s2.loss_cls: 0.0526, s2.acc: 93.1743, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0645, loss: 1.4223 +2025-06-19 08:31:02,900 - mmdet - INFO - Epoch [6][3200/7330] lr: 3.000e-04, eta: 2 days, 21:56:34, time: 1.103, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0329, s0.loss_cls: 0.2301, s0.acc: 93.0544, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2763, s1.loss_cls: 0.1057, s1.acc: 93.3427, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1337, s2.loss_cls: 0.0490, s2.acc: 93.6127, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0620, loss: 1.3396 +2025-06-19 08:32:00,598 - mmdet - INFO - Epoch [6][3250/7330] lr: 3.000e-04, eta: 2 days, 21:55:46, time: 1.154, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2266, s0.acc: 93.0583, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2744, s1.loss_cls: 0.1019, s1.acc: 93.5619, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1329, s2.loss_cls: 0.0480, s2.acc: 93.7588, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0615, loss: 1.3304 +2025-06-19 08:32:56,563 - mmdet - INFO - Epoch [6][3300/7330] lr: 3.000e-04, eta: 2 days, 21:54:48, time: 1.119, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2421, s0.acc: 92.6365, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2872, s1.loss_cls: 0.1120, s1.acc: 92.9031, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1387, s2.loss_cls: 0.0520, s2.acc: 93.3055, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0646, loss: 1.4063 +2025-06-19 08:33:49,327 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 08:33:49,327 - mmdet - INFO - Epoch [6][3350/7330] lr: 3.000e-04, eta: 2 days, 21:53:33, time: 1.055, data_time: 0.040, memory: 22712, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2281, s0.acc: 93.1035, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2756, s1.loss_cls: 0.1049, s1.acc: 93.4709, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1329, s2.loss_cls: 0.0486, s2.acc: 93.7612, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0619, loss: 1.3228 +2025-06-19 08:34:44,609 - mmdet - INFO - Epoch [6][3400/7330] lr: 3.000e-04, eta: 2 days, 21:52:32, time: 1.106, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2375, s0.acc: 92.5906, s0.loss_bbox: 0.2621, s0.loss_mask: 0.2748, s1.loss_cls: 0.1088, s1.acc: 92.9951, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1325, s2.loss_cls: 0.0503, s2.acc: 93.2949, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0621, loss: 1.3724 +2025-06-19 08:35:44,509 - mmdet - INFO - Epoch [6][3450/7330] lr: 3.000e-04, eta: 2 days, 21:51:56, time: 1.198, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2300, s0.acc: 93.0356, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2814, s1.loss_cls: 0.1074, s1.acc: 93.1844, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1346, s2.loss_cls: 0.0501, s2.acc: 93.5512, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0624, loss: 1.3463 +2025-06-19 08:36:37,174 - mmdet - INFO - Epoch [6][3500/7330] lr: 3.000e-04, eta: 2 days, 21:50:40, time: 1.053, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2345, s0.acc: 92.9548, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2871, s1.loss_cls: 0.1086, s1.acc: 93.2992, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1361, s2.loss_cls: 0.0500, s2.acc: 93.5532, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0629, loss: 1.3645 +2025-06-19 08:37:35,076 - mmdet - INFO - Epoch [6][3550/7330] lr: 3.000e-04, eta: 2 days, 21:49:53, time: 1.158, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2252, s0.acc: 93.1421, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2737, s1.loss_cls: 0.1052, s1.acc: 93.3845, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1330, s2.loss_cls: 0.0495, s2.acc: 93.6423, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0622, loss: 1.3361 +2025-06-19 08:38:31,800 - mmdet - INFO - Epoch [6][3600/7330] lr: 3.000e-04, eta: 2 days, 21:49:00, time: 1.134, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0620, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2466, s0.acc: 92.6001, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2838, s1.loss_cls: 0.1148, s1.acc: 92.9340, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1374, s2.loss_cls: 0.0535, s2.acc: 93.1790, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0642, loss: 1.4181 +2025-06-19 08:39:27,323 - mmdet - INFO - Epoch [6][3650/7330] lr: 3.000e-04, eta: 2 days, 21:48:00, time: 1.110, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2273, s0.acc: 93.1345, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2740, s1.loss_cls: 0.1051, s1.acc: 93.4099, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1321, s2.loss_cls: 0.0489, s2.acc: 93.6003, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0616, loss: 1.3323 +2025-06-19 08:40:23,675 - mmdet - INFO - Epoch [6][3700/7330] lr: 3.000e-04, eta: 2 days, 21:47:05, time: 1.127, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2406, s0.acc: 92.7126, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2774, s1.loss_cls: 0.1111, s1.acc: 92.9844, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1322, s2.loss_cls: 0.0517, s2.acc: 93.3005, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0611, loss: 1.3718 +2025-06-19 08:41:19,350 - mmdet - INFO - Epoch [6][3750/7330] lr: 3.000e-04, eta: 2 days, 21:46:06, time: 1.114, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2405, s0.acc: 92.6653, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2888, s1.loss_cls: 0.1090, s1.acc: 93.1294, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1392, s2.loss_cls: 0.0510, s2.acc: 93.4026, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0646, loss: 1.4011 +2025-06-19 08:42:16,373 - mmdet - INFO - Epoch [6][3800/7330] lr: 3.000e-04, eta: 2 days, 21:45:14, time: 1.140, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2414, s0.acc: 92.6372, s0.loss_bbox: 0.2602, s0.loss_mask: 0.2799, s1.loss_cls: 0.1107, s1.acc: 93.0366, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1346, s2.loss_cls: 0.0519, s2.acc: 93.2973, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0626, loss: 1.3816 +2025-06-19 08:43:12,264 - mmdet - INFO - Epoch [6][3850/7330] lr: 3.000e-04, eta: 2 days, 21:44:16, time: 1.118, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2357, s0.acc: 92.8965, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2861, s1.loss_cls: 0.1084, s1.acc: 93.2822, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1356, s2.loss_cls: 0.0508, s2.acc: 93.4734, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0625, loss: 1.3737 +2025-06-19 08:44:10,094 - mmdet - INFO - Epoch [6][3900/7330] lr: 3.000e-04, eta: 2 days, 21:43:29, time: 1.157, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2357, s0.acc: 92.8342, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2800, s1.loss_cls: 0.1078, s1.acc: 93.2838, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1357, s2.loss_cls: 0.0506, s2.acc: 93.4778, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0636, loss: 1.3705 +2025-06-19 08:45:05,960 - mmdet - INFO - Epoch [6][3950/7330] lr: 3.000e-04, eta: 2 days, 21:42:31, time: 1.117, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2429, s0.acc: 92.7043, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2785, s1.loss_cls: 0.1124, s1.acc: 92.9569, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1348, s2.loss_cls: 0.0523, s2.acc: 93.2314, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0624, loss: 1.3799 +2025-06-19 08:46:01,575 - mmdet - INFO - Epoch [6][4000/7330] lr: 3.000e-04, eta: 2 days, 21:41:32, time: 1.112, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0601, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2494, s0.acc: 92.4556, s0.loss_bbox: 0.2696, s0.loss_mask: 0.2897, s1.loss_cls: 0.1152, s1.acc: 92.8701, s1.loss_bbox: 0.1153, s1.loss_mask: 0.1389, s2.loss_cls: 0.0534, s2.acc: 93.2338, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0653, loss: 1.4357 +2025-06-19 08:46:56,544 - mmdet - INFO - Epoch [6][4050/7330] lr: 3.000e-04, eta: 2 days, 21:40:29, time: 1.100, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0530, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2287, s0.acc: 92.9773, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2871, s1.loss_cls: 0.1055, s1.acc: 93.2967, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1372, s2.loss_cls: 0.0494, s2.acc: 93.5072, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0635, loss: 1.3529 +2025-06-19 08:47:49,787 - mmdet - INFO - Epoch [6][4100/7330] lr: 3.000e-04, eta: 2 days, 21:39:17, time: 1.065, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2340, s0.acc: 92.8425, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2815, s1.loss_cls: 0.1072, s1.acc: 93.2668, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1351, s2.loss_cls: 0.0502, s2.acc: 93.5395, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0629, loss: 1.3682 +2025-06-19 08:48:44,450 - mmdet - INFO - Epoch [6][4150/7330] lr: 3.000e-04, eta: 2 days, 21:38:12, time: 1.093, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2212, s0.acc: 93.2690, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2776, s1.loss_cls: 0.1016, s1.acc: 93.6303, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1334, s2.loss_cls: 0.0480, s2.acc: 93.7487, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0618, loss: 1.3162 +2025-06-19 08:49:43,497 - mmdet - INFO - Epoch [6][4200/7330] lr: 3.000e-04, eta: 2 days, 21:37:31, time: 1.181, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2298, s0.acc: 93.0869, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2845, s1.loss_cls: 0.1041, s1.acc: 93.4028, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1364, s2.loss_cls: 0.0486, s2.acc: 93.6375, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0639, loss: 1.3443 +2025-06-19 08:50:36,122 - mmdet - INFO - Epoch [6][4250/7330] lr: 3.000e-04, eta: 2 days, 21:36:16, time: 1.052, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0375, s0.loss_cls: 0.2354, s0.acc: 92.7661, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2865, s1.loss_cls: 0.1075, s1.acc: 93.2071, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1376, s2.loss_cls: 0.0496, s2.acc: 93.5707, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0639, loss: 1.3826 +2025-06-19 08:51:36,764 - mmdet - INFO - Epoch [6][4300/7330] lr: 3.000e-04, eta: 2 days, 21:35:44, time: 1.213, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2467, s0.acc: 92.5886, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2821, s1.loss_cls: 0.1134, s1.acc: 92.9591, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1346, s2.loss_cls: 0.0523, s2.acc: 93.3828, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0627, loss: 1.3922 +2025-06-19 08:52:32,419 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 08:52:32,419 - mmdet - INFO - Epoch [6][4350/7330] lr: 3.000e-04, eta: 2 days, 21:34:45, time: 1.113, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0349, s0.loss_cls: 0.2378, s0.acc: 92.6980, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2812, s1.loss_cls: 0.1084, s1.acc: 93.2275, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1345, s2.loss_cls: 0.0509, s2.acc: 93.4498, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0629, loss: 1.3788 +2025-06-19 08:53:25,157 - mmdet - INFO - Epoch [6][4400/7330] lr: 3.000e-04, eta: 2 days, 21:33:30, time: 1.055, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2310, s0.acc: 93.0522, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2786, s1.loss_cls: 0.1072, s1.acc: 93.3221, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1339, s2.loss_cls: 0.0493, s2.acc: 93.6940, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0622, loss: 1.3451 +2025-06-19 08:54:21,235 - mmdet - INFO - Epoch [6][4450/7330] lr: 3.000e-04, eta: 2 days, 21:32:33, time: 1.121, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2383, s0.acc: 92.6550, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2923, s1.loss_cls: 0.1103, s1.acc: 93.0097, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1385, s2.loss_cls: 0.0509, s2.acc: 93.3810, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0642, loss: 1.4029 +2025-06-19 08:55:16,772 - mmdet - INFO - Epoch [6][4500/7330] lr: 3.000e-04, eta: 2 days, 21:31:33, time: 1.111, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2386, s0.acc: 92.7937, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2811, s1.loss_cls: 0.1100, s1.acc: 93.1475, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1343, s2.loss_cls: 0.0514, s2.acc: 93.4299, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0622, loss: 1.3685 +2025-06-19 08:56:14,882 - mmdet - INFO - Epoch [6][4550/7330] lr: 3.000e-04, eta: 2 days, 21:30:47, time: 1.162, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0504, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2262, s0.acc: 93.2202, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2798, s1.loss_cls: 0.1047, s1.acc: 93.5029, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1341, s2.loss_cls: 0.0488, s2.acc: 93.6811, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0628, loss: 1.3258 +2025-06-19 08:57:07,478 - mmdet - INFO - Epoch [6][4600/7330] lr: 3.000e-04, eta: 2 days, 21:29:32, time: 1.052, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2413, s0.acc: 92.6562, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2839, s1.loss_cls: 0.1115, s1.acc: 93.0156, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1360, s2.loss_cls: 0.0523, s2.acc: 93.2648, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0638, loss: 1.3733 +2025-06-19 08:58:00,351 - mmdet - INFO - Epoch [6][4650/7330] lr: 3.000e-04, eta: 2 days, 21:28:18, time: 1.057, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0588, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2299, s0.acc: 92.9026, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2819, s1.loss_cls: 0.1060, s1.acc: 93.2418, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1337, s2.loss_cls: 0.0489, s2.acc: 93.5730, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0622, loss: 1.3567 +2025-06-19 08:59:03,526 - mmdet - INFO - Epoch [6][4700/7330] lr: 3.000e-04, eta: 2 days, 21:27:59, time: 1.263, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2294, s0.acc: 93.2019, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2777, s1.loss_cls: 0.1042, s1.acc: 93.5819, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1336, s2.loss_cls: 0.0486, s2.acc: 93.7773, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0627, loss: 1.3295 +2025-06-19 08:59:59,569 - mmdet - INFO - Epoch [6][4750/7330] lr: 3.000e-04, eta: 2 days, 21:27:02, time: 1.121, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2311, s0.acc: 92.9280, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2844, s1.loss_cls: 0.1063, s1.acc: 93.2247, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1356, s2.loss_cls: 0.0495, s2.acc: 93.4798, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0632, loss: 1.3604 +2025-06-19 09:00:55,687 - mmdet - INFO - Epoch [6][4800/7330] lr: 3.000e-04, eta: 2 days, 21:26:06, time: 1.122, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0574, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2370, s0.acc: 92.8101, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2786, s1.loss_cls: 0.1089, s1.acc: 93.1211, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1347, s2.loss_cls: 0.0510, s2.acc: 93.3831, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0631, loss: 1.3704 +2025-06-19 09:01:48,095 - mmdet - INFO - Epoch [6][4850/7330] lr: 3.000e-04, eta: 2 days, 21:24:49, time: 1.048, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2365, s0.acc: 92.7754, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2813, s1.loss_cls: 0.1106, s1.acc: 93.0709, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1351, s2.loss_cls: 0.0516, s2.acc: 93.3232, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0632, loss: 1.3632 +2025-06-19 09:02:46,230 - mmdet - INFO - Epoch [6][4900/7330] lr: 3.000e-04, eta: 2 days, 21:24:03, time: 1.163, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2427, s0.acc: 92.6885, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2804, s1.loss_cls: 0.1117, s1.acc: 93.0744, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1350, s2.loss_cls: 0.0517, s2.acc: 93.3010, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0625, loss: 1.3989 +2025-06-19 09:03:41,308 - mmdet - INFO - Epoch [6][4950/7330] lr: 3.000e-04, eta: 2 days, 21:23:01, time: 1.101, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2227, s0.acc: 93.1565, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2794, s1.loss_cls: 0.1015, s1.acc: 93.5607, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1352, s2.loss_cls: 0.0472, s2.acc: 93.8605, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0627, loss: 1.3252 +2025-06-19 09:04:33,569 - mmdet - INFO - Epoch [6][5000/7330] lr: 3.000e-04, eta: 2 days, 21:21:44, time: 1.046, data_time: 0.025, memory: 22712, loss_rpn_cls: 0.0533, loss_rpn_bbox: 0.0359, s0.loss_cls: 0.2214, s0.acc: 93.1909, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2841, s1.loss_cls: 0.1012, s1.acc: 93.6464, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1367, s2.loss_cls: 0.0467, s2.acc: 93.9267, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0639, loss: 1.3365 +2025-06-19 09:05:34,996 - mmdet - INFO - Epoch [6][5050/7330] lr: 3.000e-04, eta: 2 days, 21:21:16, time: 1.228, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2258, s0.acc: 93.0442, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2790, s1.loss_cls: 0.1030, s1.acc: 93.4767, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1351, s2.loss_cls: 0.0478, s2.acc: 93.7985, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0628, loss: 1.3446 +2025-06-19 09:06:30,197 - mmdet - INFO - Epoch [6][5100/7330] lr: 3.000e-04, eta: 2 days, 21:20:15, time: 1.104, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2385, s0.acc: 92.7266, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2869, s1.loss_cls: 0.1112, s1.acc: 93.0364, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1380, s2.loss_cls: 0.0513, s2.acc: 93.3116, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0641, loss: 1.3769 +2025-06-19 09:07:23,559 - mmdet - INFO - Epoch [6][5150/7330] lr: 3.000e-04, eta: 2 days, 21:19:03, time: 1.067, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2318, s0.acc: 92.9612, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2837, s1.loss_cls: 0.1082, s1.acc: 93.2701, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1371, s2.loss_cls: 0.0508, s2.acc: 93.4387, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0634, loss: 1.3678 +2025-06-19 09:08:19,497 - mmdet - INFO - Epoch [6][5200/7330] lr: 3.000e-04, eta: 2 days, 21:18:06, time: 1.119, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2398, s0.acc: 92.6230, s0.loss_bbox: 0.2617, s0.loss_mask: 0.2760, s1.loss_cls: 0.1116, s1.acc: 92.9803, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1329, s2.loss_cls: 0.0519, s2.acc: 93.2466, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0620, loss: 1.3780 +2025-06-19 09:09:14,802 - mmdet - INFO - Epoch [6][5250/7330] lr: 3.000e-04, eta: 2 days, 21:17:05, time: 1.106, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2279, s0.acc: 92.9941, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2833, s1.loss_cls: 0.1064, s1.acc: 93.2219, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1350, s2.loss_cls: 0.0494, s2.acc: 93.3984, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0624, loss: 1.3467 +2025-06-19 09:10:11,004 - mmdet - INFO - Epoch [6][5300/7330] lr: 3.000e-04, eta: 2 days, 21:16:09, time: 1.123, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2445, s0.acc: 92.4468, s0.loss_bbox: 0.2627, s0.loss_mask: 0.2816, s1.loss_cls: 0.1134, s1.acc: 92.7425, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1363, s2.loss_cls: 0.0534, s2.acc: 92.8968, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0635, loss: 1.4093 +2025-06-19 09:11:07,059 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 09:11:07,059 - mmdet - INFO - Epoch [6][5350/7330] lr: 3.000e-04, eta: 2 days, 21:15:12, time: 1.122, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2332, s0.acc: 92.8186, s0.loss_bbox: 0.2570, s0.loss_mask: 0.2816, s1.loss_cls: 0.1073, s1.acc: 93.1249, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1359, s2.loss_cls: 0.0503, s2.acc: 93.3309, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0631, loss: 1.3695 +2025-06-19 09:12:02,908 - mmdet - INFO - Epoch [6][5400/7330] lr: 3.000e-04, eta: 2 days, 21:14:14, time: 1.117, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0578, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2309, s0.acc: 92.9036, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2829, s1.loss_cls: 0.1085, s1.acc: 93.1620, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1358, s2.loss_cls: 0.0508, s2.acc: 93.4209, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0626, loss: 1.3490 +2025-06-19 09:13:04,398 - mmdet - INFO - Epoch [6][5450/7330] lr: 3.000e-04, eta: 2 days, 21:13:46, time: 1.230, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2557, s0.acc: 92.2229, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2900, s1.loss_cls: 0.1192, s1.acc: 92.4791, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1386, s2.loss_cls: 0.0559, s2.acc: 92.7720, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0644, loss: 1.4432 +2025-06-19 09:13:57,307 - mmdet - INFO - Epoch [6][5500/7330] lr: 3.000e-04, eta: 2 days, 21:12:32, time: 1.058, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2292, s0.acc: 93.0295, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2689, s1.loss_cls: 0.1073, s1.acc: 93.2267, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1292, s2.loss_cls: 0.0499, s2.acc: 93.5770, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0603, loss: 1.3306 +2025-06-19 09:14:53,510 - mmdet - INFO - Epoch [6][5550/7330] lr: 3.000e-04, eta: 2 days, 21:11:36, time: 1.124, data_time: 0.038, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2450, s0.acc: 92.5283, s0.loss_bbox: 0.2573, s0.loss_mask: 0.2840, s1.loss_cls: 0.1133, s1.acc: 92.8254, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1364, s2.loss_cls: 0.0530, s2.acc: 93.1273, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0636, loss: 1.3948 +2025-06-19 09:15:48,777 - mmdet - INFO - Epoch [6][5600/7330] lr: 3.000e-04, eta: 2 days, 21:10:35, time: 1.105, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2288, s0.acc: 92.9805, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2793, s1.loss_cls: 0.1053, s1.acc: 93.4448, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1346, s2.loss_cls: 0.0489, s2.acc: 93.7998, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0626, loss: 1.3400 +2025-06-19 09:16:45,151 - mmdet - INFO - Epoch [6][5650/7330] lr: 3.000e-04, eta: 2 days, 21:09:40, time: 1.127, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2244, s0.acc: 93.1052, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2840, s1.loss_cls: 0.1034, s1.acc: 93.4398, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1368, s2.loss_cls: 0.0490, s2.acc: 93.5382, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0637, loss: 1.3511 +2025-06-19 09:17:40,648 - mmdet - INFO - Epoch [6][5700/7330] lr: 3.000e-04, eta: 2 days, 21:08:40, time: 1.110, data_time: 0.024, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2213, s0.acc: 93.1584, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2744, s1.loss_cls: 0.1014, s1.acc: 93.5556, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1325, s2.loss_cls: 0.0472, s2.acc: 93.7309, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0622, loss: 1.3137 +2025-06-19 09:18:38,125 - mmdet - INFO - Epoch [6][5750/7330] lr: 3.000e-04, eta: 2 days, 21:07:51, time: 1.149, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2307, s0.acc: 92.9375, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2798, s1.loss_cls: 0.1053, s1.acc: 93.3244, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1347, s2.loss_cls: 0.0502, s2.acc: 93.4513, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0629, loss: 1.3527 +2025-06-19 09:19:36,393 - mmdet - INFO - Epoch [6][5800/7330] lr: 3.000e-04, eta: 2 days, 21:07:06, time: 1.166, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2304, s0.acc: 92.9451, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2788, s1.loss_cls: 0.1054, s1.acc: 93.3787, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1337, s2.loss_cls: 0.0490, s2.acc: 93.5997, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0624, loss: 1.3523 +2025-06-19 09:20:31,204 - mmdet - INFO - Epoch [6][5850/7330] lr: 3.000e-04, eta: 2 days, 21:06:02, time: 1.096, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2300, s0.acc: 93.1213, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2776, s1.loss_cls: 0.1070, s1.acc: 93.3818, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1334, s2.loss_cls: 0.0500, s2.acc: 93.6308, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0626, loss: 1.3367 +2025-06-19 09:21:24,792 - mmdet - INFO - Epoch [6][5900/7330] lr: 3.000e-04, eta: 2 days, 21:04:53, time: 1.072, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2366, s0.acc: 92.9282, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2746, s1.loss_cls: 0.1089, s1.acc: 93.2862, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1321, s2.loss_cls: 0.0511, s2.acc: 93.4575, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0615, loss: 1.3530 +2025-06-19 09:22:23,964 - mmdet - INFO - Epoch [6][5950/7330] lr: 3.000e-04, eta: 2 days, 21:04:12, time: 1.184, data_time: 0.040, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2384, s0.acc: 92.7295, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2845, s1.loss_cls: 0.1103, s1.acc: 93.0755, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1379, s2.loss_cls: 0.0515, s2.acc: 93.3399, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0643, loss: 1.3879 +2025-06-19 09:23:19,502 - mmdet - INFO - Epoch [6][6000/7330] lr: 3.000e-04, eta: 2 days, 21:03:12, time: 1.111, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2374, s0.acc: 92.7163, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2800, s1.loss_cls: 0.1114, s1.acc: 92.9954, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1340, s2.loss_cls: 0.0520, s2.acc: 93.3229, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0620, loss: 1.3754 +2025-06-19 09:24:16,297 - mmdet - INFO - Epoch [6][6050/7330] lr: 3.000e-04, eta: 2 days, 21:02:19, time: 1.136, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0353, s0.loss_cls: 0.2434, s0.acc: 92.5579, s0.loss_bbox: 0.2673, s0.loss_mask: 0.2832, s1.loss_cls: 0.1117, s1.acc: 92.8865, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1361, s2.loss_cls: 0.0522, s2.acc: 93.1661, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0634, loss: 1.4102 +2025-06-19 09:25:11,341 - mmdet - INFO - Epoch [6][6100/7330] lr: 3.000e-04, eta: 2 days, 21:01:17, time: 1.101, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2383, s0.acc: 92.7471, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2820, s1.loss_cls: 0.1089, s1.acc: 93.1325, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1349, s2.loss_cls: 0.0510, s2.acc: 93.4305, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0622, loss: 1.3768 +2025-06-19 09:26:07,506 - mmdet - INFO - Epoch [6][6150/7330] lr: 3.000e-04, eta: 2 days, 21:00:21, time: 1.123, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0342, s0.loss_cls: 0.2348, s0.acc: 92.8943, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2776, s1.loss_cls: 0.1077, s1.acc: 93.2812, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1337, s2.loss_cls: 0.0508, s2.acc: 93.5231, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0622, loss: 1.3643 +2025-06-19 09:27:05,605 - mmdet - INFO - Epoch [6][6200/7330] lr: 3.000e-04, eta: 2 days, 20:59:35, time: 1.162, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2291, s0.acc: 93.1802, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2784, s1.loss_cls: 0.1047, s1.acc: 93.5316, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1352, s2.loss_cls: 0.0490, s2.acc: 93.6877, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0637, loss: 1.3339 +2025-06-19 09:27:58,855 - mmdet - INFO - Epoch [6][6250/7330] lr: 3.000e-04, eta: 2 days, 20:58:23, time: 1.065, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2273, s0.acc: 92.9675, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2801, s1.loss_cls: 0.1055, s1.acc: 93.2493, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1361, s2.loss_cls: 0.0493, s2.acc: 93.5016, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0631, loss: 1.3503 +2025-06-19 09:28:58,108 - mmdet - INFO - Epoch [6][6300/7330] lr: 3.000e-04, eta: 2 days, 20:57:43, time: 1.186, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0568, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2312, s0.acc: 92.9871, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2820, s1.loss_cls: 0.1059, s1.acc: 93.4149, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1351, s2.loss_cls: 0.0495, s2.acc: 93.6163, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0626, loss: 1.3491 +2025-06-19 09:29:50,449 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 09:29:50,450 - mmdet - INFO - Epoch [6][6350/7330] lr: 3.000e-04, eta: 2 days, 20:56:27, time: 1.047, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2290, s0.acc: 92.9529, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2907, s1.loss_cls: 0.1050, s1.acc: 93.3262, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1406, s2.loss_cls: 0.0492, s2.acc: 93.6253, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0652, loss: 1.3613 +2025-06-19 09:30:46,308 - mmdet - INFO - Epoch [6][6400/7330] lr: 3.000e-04, eta: 2 days, 20:55:29, time: 1.116, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2415, s0.acc: 92.5967, s0.loss_bbox: 0.2629, s0.loss_mask: 0.2888, s1.loss_cls: 0.1101, s1.acc: 93.0523, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1388, s2.loss_cls: 0.0517, s2.acc: 93.1374, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0640, loss: 1.4051 +2025-06-19 09:31:44,569 - mmdet - INFO - Epoch [6][6450/7330] lr: 3.000e-04, eta: 2 days, 20:54:44, time: 1.166, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2412, s0.acc: 92.5940, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2774, s1.loss_cls: 0.1115, s1.acc: 92.8574, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1346, s2.loss_cls: 0.0520, s2.acc: 93.2062, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0628, loss: 1.3800 +2025-06-19 09:32:40,478 - mmdet - INFO - Epoch [6][6500/7330] lr: 3.000e-04, eta: 2 days, 20:53:46, time: 1.118, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2347, s0.acc: 92.8862, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2784, s1.loss_cls: 0.1081, s1.acc: 93.2080, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1354, s2.loss_cls: 0.0512, s2.acc: 93.3930, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0633, loss: 1.3753 +2025-06-19 09:33:36,732 - mmdet - INFO - Epoch [6][6550/7330] lr: 3.000e-04, eta: 2 days, 20:52:50, time: 1.125, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2292, s0.acc: 92.9763, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2736, s1.loss_cls: 0.1060, s1.acc: 93.2911, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1314, s2.loss_cls: 0.0501, s2.acc: 93.4663, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0614, loss: 1.3405 +2025-06-19 09:34:32,799 - mmdet - INFO - Epoch [6][6600/7330] lr: 3.000e-04, eta: 2 days, 20:51:54, time: 1.122, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2358, s0.acc: 92.7537, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2736, s1.loss_cls: 0.1088, s1.acc: 93.1156, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1307, s2.loss_cls: 0.0507, s2.acc: 93.4179, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0611, loss: 1.3548 +2025-06-19 09:35:30,490 - mmdet - INFO - Epoch [6][6650/7330] lr: 3.000e-04, eta: 2 days, 20:51:05, time: 1.153, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2393, s0.acc: 92.7527, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2812, s1.loss_cls: 0.1102, s1.acc: 93.0466, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1353, s2.loss_cls: 0.0511, s2.acc: 93.3815, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0628, loss: 1.3814 +2025-06-19 09:36:26,880 - mmdet - INFO - Epoch [6][6700/7330] lr: 3.000e-04, eta: 2 days, 20:50:10, time: 1.128, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2409, s0.acc: 92.6572, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2840, s1.loss_cls: 0.1123, s1.acc: 93.0023, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1363, s2.loss_cls: 0.0526, s2.acc: 93.2294, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0630, loss: 1.4031 +2025-06-19 09:37:24,451 - mmdet - INFO - Epoch [6][6750/7330] lr: 3.000e-04, eta: 2 days, 20:49:21, time: 1.151, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2236, s0.acc: 93.1472, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2749, s1.loss_cls: 0.1021, s1.acc: 93.5550, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1321, s2.loss_cls: 0.0480, s2.acc: 93.7843, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0614, loss: 1.3253 +2025-06-19 09:38:22,017 - mmdet - INFO - Epoch [6][6800/7330] lr: 3.000e-04, eta: 2 days, 20:48:32, time: 1.152, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2245, s0.acc: 93.0156, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2919, s1.loss_cls: 0.1028, s1.acc: 93.4258, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1402, s2.loss_cls: 0.0484, s2.acc: 93.6720, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0654, loss: 1.3567 +2025-06-19 09:39:17,406 - mmdet - INFO - Epoch [6][6850/7330] lr: 3.000e-04, eta: 2 days, 20:47:31, time: 1.107, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2308, s0.acc: 92.9717, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2745, s1.loss_cls: 0.1054, s1.acc: 93.3985, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1306, s2.loss_cls: 0.0488, s2.acc: 93.6714, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0607, loss: 1.3450 +2025-06-19 09:40:13,518 - mmdet - INFO - Epoch [6][6900/7330] lr: 3.000e-04, eta: 2 days, 20:46:35, time: 1.123, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0564, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2328, s0.acc: 92.7256, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2740, s1.loss_cls: 0.1064, s1.acc: 93.2381, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1343, s2.loss_cls: 0.0495, s2.acc: 93.5251, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0632, loss: 1.3683 +2025-06-19 09:41:06,899 - mmdet - INFO - Epoch [6][6950/7330] lr: 3.000e-04, eta: 2 days, 20:45:24, time: 1.068, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0352, s0.loss_cls: 0.2189, s0.acc: 93.1877, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2745, s1.loss_cls: 0.1010, s1.acc: 93.5061, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1324, s2.loss_cls: 0.0479, s2.acc: 93.7224, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0623, loss: 1.3216 +2025-06-19 09:42:08,165 - mmdet - INFO - Epoch [6][7000/7330] lr: 3.000e-04, eta: 2 days, 20:44:54, time: 1.225, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2419, s0.acc: 92.8086, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2839, s1.loss_cls: 0.1105, s1.acc: 93.1783, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1353, s2.loss_cls: 0.0512, s2.acc: 93.4154, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0633, loss: 1.3866 +2025-06-19 09:43:01,006 - mmdet - INFO - Epoch [6][7050/7330] lr: 3.000e-04, eta: 2 days, 20:43:41, time: 1.058, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2262, s0.acc: 93.1431, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2755, s1.loss_cls: 0.1054, s1.acc: 93.3655, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1322, s2.loss_cls: 0.0495, s2.acc: 93.6241, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0618, loss: 1.3289 +2025-06-19 09:43:57,159 - mmdet - INFO - Epoch [6][7100/7330] lr: 3.000e-04, eta: 2 days, 20:42:44, time: 1.123, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2400, s0.acc: 92.7358, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2821, s1.loss_cls: 0.1114, s1.acc: 93.0468, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1375, s2.loss_cls: 0.0520, s2.acc: 93.3400, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0638, loss: 1.3760 +2025-06-19 09:44:53,234 - mmdet - INFO - Epoch [6][7150/7330] lr: 3.000e-04, eta: 2 days, 20:41:48, time: 1.122, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.2430, s0.acc: 92.4263, s0.loss_bbox: 0.2705, s0.loss_mask: 0.2839, s1.loss_cls: 0.1099, s1.acc: 92.9655, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1370, s2.loss_cls: 0.0517, s2.acc: 93.2234, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0641, loss: 1.4130 +2025-06-19 09:45:49,337 - mmdet - INFO - Epoch [6][7200/7330] lr: 3.000e-04, eta: 2 days, 20:40:51, time: 1.122, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0556, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2320, s0.acc: 92.7605, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2746, s1.loss_cls: 0.1069, s1.acc: 93.1594, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1321, s2.loss_cls: 0.0498, s2.acc: 93.4339, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0614, loss: 1.3537 +2025-06-19 09:46:45,182 - mmdet - INFO - Epoch [6][7250/7330] lr: 3.000e-04, eta: 2 days, 20:39:53, time: 1.117, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2354, s0.acc: 92.7517, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2757, s1.loss_cls: 0.1079, s1.acc: 93.1050, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1319, s2.loss_cls: 0.0509, s2.acc: 93.2600, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0612, loss: 1.3628 +2025-06-19 09:47:38,442 - mmdet - INFO - Epoch [6][7300/7330] lr: 3.000e-04, eta: 2 days, 20:38:42, time: 1.065, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2407, s0.acc: 92.7361, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2807, s1.loss_cls: 0.1104, s1.acc: 93.0556, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1354, s2.loss_cls: 0.0518, s2.acc: 93.3006, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0625, loss: 1.3823 +2025-06-19 09:48:25,246 - mmdet - INFO - Saving checkpoint at 6 epochs +2025-06-19 09:52:19,691 - mmdet - INFO - Evaluating bbox... +2025-06-19 09:52:59,140 - mmdet - INFO - Evaluating segm... +2025-06-19 09:53:42,862 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py +2025-06-19 09:53:42,862 - mmdet - INFO - Epoch(val) [6][7330] bbox_mAP: 0.3520, bbox_mAP_50: 0.5170, bbox_mAP_75: 0.3810, bbox_mAP_s: 0.2110, bbox_mAP_m: 0.3740, bbox_mAP_l: 0.4640, bbox_mAP_copypaste: 0.352 0.517 0.381 0.211 0.374 0.464, segm_mAP: 0.3100, segm_mAP_50: 0.4930, segm_mAP_75: 0.3280, segm_mAP_s: 0.1690, segm_mAP_m: 0.3310, segm_mAP_l: 0.4200, segm_mAP_copypaste: 0.310 0.493 0.328 0.169 0.331 0.420 +2025-06-19 09:55:59,951 - mmdet - INFO - Epoch [7][50/7330] lr: 3.000e-04, eta: 2 days, 20:41:08, time: 2.741, data_time: 1.574, memory: 22712, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2304, s0.acc: 93.0198, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2757, s1.loss_cls: 0.1046, s1.acc: 93.4891, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1329, s2.loss_cls: 0.0493, s2.acc: 93.7009, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0620, loss: 1.3490 +2025-06-19 09:56:56,774 - mmdet - INFO - Epoch [7][100/7330] lr: 3.000e-04, eta: 2 days, 20:40:15, time: 1.136, data_time: 0.042, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2382, s0.acc: 92.7864, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2848, s1.loss_cls: 0.1086, s1.acc: 93.2187, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1370, s2.loss_cls: 0.0504, s2.acc: 93.4024, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0636, loss: 1.3777 +2025-06-19 09:57:58,812 - mmdet - INFO - Epoch [7][150/7330] lr: 3.000e-04, eta: 2 days, 20:39:47, time: 1.241, data_time: 0.041, memory: 22712, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.2339, s0.acc: 92.7771, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2786, s1.loss_cls: 0.1087, s1.acc: 93.1434, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1335, s2.loss_cls: 0.0512, s2.acc: 93.3747, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0624, loss: 1.3684 +2025-06-19 09:58:58,268 - mmdet - INFO - Epoch [7][200/7330] lr: 3.000e-04, eta: 2 days, 20:39:07, time: 1.189, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2440, s0.acc: 92.4417, s0.loss_bbox: 0.2695, s0.loss_mask: 0.2868, s1.loss_cls: 0.1127, s1.acc: 92.7318, s1.loss_bbox: 0.1162, s1.loss_mask: 0.1388, s2.loss_cls: 0.0531, s2.acc: 92.9324, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0644, loss: 1.4181 +2025-06-19 09:59:56,253 - mmdet - INFO - Epoch [7][250/7330] lr: 3.000e-04, eta: 2 days, 20:38:19, time: 1.160, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.2380, s0.acc: 92.8010, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2830, s1.loss_cls: 0.1091, s1.acc: 93.1439, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1362, s2.loss_cls: 0.0507, s2.acc: 93.4774, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0635, loss: 1.3714 +2025-06-19 10:00:54,320 - mmdet - INFO - Epoch [7][300/7330] lr: 3.000e-04, eta: 2 days, 20:37:32, time: 1.161, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2357, s0.acc: 92.7869, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2847, s1.loss_cls: 0.1082, s1.acc: 93.1770, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1379, s2.loss_cls: 0.0502, s2.acc: 93.4678, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0649, loss: 1.3791 +2025-06-19 10:01:51,759 - mmdet - INFO - Epoch [7][350/7330] lr: 3.000e-04, eta: 2 days, 20:36:42, time: 1.149, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0505, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2352, s0.acc: 92.7646, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2761, s1.loss_cls: 0.1069, s1.acc: 93.2641, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1335, s2.loss_cls: 0.0505, s2.acc: 93.3820, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0622, loss: 1.3648 +2025-06-19 10:02:48,474 - mmdet - INFO - Epoch [7][400/7330] lr: 3.000e-04, eta: 2 days, 20:35:48, time: 1.134, data_time: 0.026, memory: 22712, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2450, s0.acc: 92.6226, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2797, s1.loss_cls: 0.1128, s1.acc: 92.9709, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1346, s2.loss_cls: 0.0528, s2.acc: 93.1803, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0625, loss: 1.3913 +2025-06-19 10:03:42,492 - mmdet - INFO - Epoch [7][450/7330] lr: 3.000e-04, eta: 2 days, 20:34:40, time: 1.080, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2283, s0.acc: 93.0037, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2787, s1.loss_cls: 0.1051, s1.acc: 93.3822, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1342, s2.loss_cls: 0.0493, s2.acc: 93.6072, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0624, loss: 1.3367 +2025-06-19 10:04:42,328 - mmdet - INFO - Epoch [7][500/7330] lr: 3.000e-04, eta: 2 days, 20:34:02, time: 1.197, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.2387, s0.acc: 92.5959, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2799, s1.loss_cls: 0.1094, s1.acc: 92.9817, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1337, s2.loss_cls: 0.0505, s2.acc: 93.3414, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0627, loss: 1.3790 +2025-06-19 10:05:38,239 - mmdet - INFO - Epoch [7][550/7330] lr: 3.000e-04, eta: 2 days, 20:33:04, time: 1.119, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2288, s0.acc: 93.0310, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2773, s1.loss_cls: 0.1058, s1.acc: 93.4112, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1339, s2.loss_cls: 0.0488, s2.acc: 93.6642, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0624, loss: 1.3430 +2025-06-19 10:06:32,425 - mmdet - INFO - Epoch [7][600/7330] lr: 3.000e-04, eta: 2 days, 20:31:57, time: 1.083, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0558, loss_rpn_bbox: 0.0358, s0.loss_cls: 0.2395, s0.acc: 92.7129, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2842, s1.loss_cls: 0.1093, s1.acc: 93.1267, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1377, s2.loss_cls: 0.0508, s2.acc: 93.3970, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0643, loss: 1.3968 +2025-06-19 10:07:36,124 - mmdet - INFO - Epoch [7][650/7330] lr: 3.000e-04, eta: 2 days, 20:31:38, time: 1.274, data_time: 0.040, memory: 22712, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2355, s0.acc: 92.7791, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2792, s1.loss_cls: 0.1082, s1.acc: 93.1650, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1339, s2.loss_cls: 0.0503, s2.acc: 93.4181, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0616, loss: 1.3812 +2025-06-19 10:08:32,331 - mmdet - INFO - Epoch [7][700/7330] lr: 3.000e-04, eta: 2 days, 20:30:41, time: 1.124, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2298, s0.acc: 92.9905, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2810, s1.loss_cls: 0.1049, s1.acc: 93.3024, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1352, s2.loss_cls: 0.0496, s2.acc: 93.5079, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0632, loss: 1.3509 +2025-06-19 10:09:26,569 - mmdet - INFO - Epoch [7][750/7330] lr: 3.000e-04, eta: 2 days, 20:29:35, time: 1.085, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2377, s0.acc: 92.8174, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2799, s1.loss_cls: 0.1084, s1.acc: 93.1008, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1333, s2.loss_cls: 0.0508, s2.acc: 93.4829, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0620, loss: 1.3675 +2025-06-19 10:10:22,365 - mmdet - INFO - Epoch [7][800/7330] lr: 3.000e-04, eta: 2 days, 20:28:37, time: 1.116, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0582, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2358, s0.acc: 92.7500, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2861, s1.loss_cls: 0.1082, s1.acc: 93.1418, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1366, s2.loss_cls: 0.0503, s2.acc: 93.5613, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0641, loss: 1.3865 +2025-06-19 10:11:18,536 - mmdet - INFO - Epoch [7][850/7330] lr: 3.000e-04, eta: 2 days, 20:27:40, time: 1.124, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2340, s0.acc: 92.8118, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2746, s1.loss_cls: 0.1071, s1.acc: 93.2031, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1318, s2.loss_cls: 0.0502, s2.acc: 93.4366, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0615, loss: 1.3524 +2025-06-19 10:12:14,260 - mmdet - INFO - Epoch [7][900/7330] lr: 3.000e-04, eta: 2 days, 20:26:41, time: 1.114, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2157, s0.acc: 93.2439, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2728, s1.loss_cls: 0.0995, s1.acc: 93.5440, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1311, s2.loss_cls: 0.0463, s2.acc: 93.9455, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0611, loss: 1.3019 +2025-06-19 10:13:10,355 - mmdet - INFO - Epoch [7][950/7330] lr: 3.000e-04, eta: 2 days, 20:25:44, time: 1.122, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0579, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2340, s0.acc: 92.7737, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2795, s1.loss_cls: 0.1060, s1.acc: 93.2188, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1342, s2.loss_cls: 0.0495, s2.acc: 93.4552, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0626, loss: 1.3758 +2025-06-19 10:14:08,987 - mmdet - INFO - Epoch [7][1000/7330] lr: 3.000e-04, eta: 2 days, 20:24:59, time: 1.173, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2362, s0.acc: 92.7751, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2799, s1.loss_cls: 0.1083, s1.acc: 93.1452, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1357, s2.loss_cls: 0.0502, s2.acc: 93.4161, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0630, loss: 1.3822 +2025-06-19 10:15:07,883 - mmdet - INFO - Epoch [7][1050/7330] lr: 3.000e-04, eta: 2 days, 20:24:16, time: 1.178, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2260, s0.acc: 93.0747, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2815, s1.loss_cls: 0.1042, s1.acc: 93.3749, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1346, s2.loss_cls: 0.0487, s2.acc: 93.6314, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0629, loss: 1.3402 +2025-06-19 10:16:00,350 - mmdet - INFO - Epoch [7][1100/7330] lr: 3.000e-04, eta: 2 days, 20:23:01, time: 1.049, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0529, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2210, s0.acc: 93.2681, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2804, s1.loss_cls: 0.0996, s1.acc: 93.6490, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1341, s2.loss_cls: 0.0466, s2.acc: 93.9298, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0623, loss: 1.3231 +2025-06-19 10:16:53,086 - mmdet - INFO - Epoch [7][1150/7330] lr: 3.000e-04, eta: 2 days, 20:21:48, time: 1.055, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2365, s0.acc: 92.7383, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2801, s1.loss_cls: 0.1091, s1.acc: 93.1163, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1354, s2.loss_cls: 0.0509, s2.acc: 93.3136, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0631, loss: 1.3837 +2025-06-19 10:17:49,987 - mmdet - INFO - Epoch [7][1200/7330] lr: 3.000e-04, eta: 2 days, 20:20:55, time: 1.137, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2191, s0.acc: 93.2996, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2725, s1.loss_cls: 0.1007, s1.acc: 93.5549, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1304, s2.loss_cls: 0.0476, s2.acc: 93.6893, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0606, loss: 1.2968 +2025-06-19 10:18:45,350 - mmdet - INFO - Epoch [7][1250/7330] lr: 3.000e-04, eta: 2 days, 20:19:54, time: 1.108, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0543, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2386, s0.acc: 92.7610, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2843, s1.loss_cls: 0.1105, s1.acc: 92.9510, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1366, s2.loss_cls: 0.0522, s2.acc: 93.1149, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0636, loss: 1.3812 +2025-06-19 10:19:41,773 - mmdet - INFO - Epoch [7][1300/7330] lr: 3.000e-04, eta: 2 days, 20:18:59, time: 1.128, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2405, s0.acc: 92.8123, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2788, s1.loss_cls: 0.1105, s1.acc: 93.1897, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1343, s2.loss_cls: 0.0513, s2.acc: 93.5095, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0623, loss: 1.3741 +2025-06-19 10:20:37,329 - mmdet - INFO - Epoch [7][1350/7330] lr: 3.000e-04, eta: 2 days, 20:17:59, time: 1.111, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2435, s0.acc: 92.7185, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2775, s1.loss_cls: 0.1107, s1.acc: 93.1740, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1344, s2.loss_cls: 0.0513, s2.acc: 93.4031, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0621, loss: 1.3785 +2025-06-19 10:21:34,871 - mmdet - INFO - Epoch [7][1400/7330] lr: 3.000e-04, eta: 2 days, 20:17:09, time: 1.151, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2316, s0.acc: 92.8916, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2789, s1.loss_cls: 0.1061, s1.acc: 93.2515, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1338, s2.loss_cls: 0.0499, s2.acc: 93.4807, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0626, loss: 1.3506 +2025-06-19 10:22:31,388 - mmdet - INFO - Epoch [7][1450/7330] lr: 3.000e-04, eta: 2 days, 20:16:14, time: 1.130, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2349, s0.acc: 92.8442, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2737, s1.loss_cls: 0.1089, s1.acc: 93.1525, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1321, s2.loss_cls: 0.0508, s2.acc: 93.4326, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0617, loss: 1.3544 +2025-06-19 10:23:24,329 - mmdet - INFO - Epoch [7][1500/7330] lr: 3.000e-04, eta: 2 days, 20:15:02, time: 1.059, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2366, s0.acc: 92.6726, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2795, s1.loss_cls: 0.1087, s1.acc: 93.0816, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1331, s2.loss_cls: 0.0502, s2.acc: 93.3598, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0620, loss: 1.3656 +2025-06-19 10:24:21,403 - mmdet - INFO - Epoch [7][1550/7330] lr: 3.000e-04, eta: 2 days, 20:14:10, time: 1.141, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2210, s0.acc: 93.3120, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2817, s1.loss_cls: 0.1026, s1.acc: 93.5926, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1352, s2.loss_cls: 0.0482, s2.acc: 93.7993, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0639, loss: 1.3101 +2025-06-19 10:25:14,053 - mmdet - INFO - Epoch [7][1600/7330] lr: 3.000e-04, eta: 2 days, 20:12:56, time: 1.053, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0510, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2196, s0.acc: 93.1504, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2738, s1.loss_cls: 0.0986, s1.acc: 93.7070, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1318, s2.loss_cls: 0.0467, s2.acc: 93.9191, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0618, loss: 1.3073 +2025-06-19 10:26:12,127 - mmdet - INFO - Epoch [7][1650/7330] lr: 3.000e-04, eta: 2 days, 20:12:09, time: 1.162, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0548, loss_rpn_bbox: 0.0369, s0.loss_cls: 0.2292, s0.acc: 92.8501, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2779, s1.loss_cls: 0.1052, s1.acc: 93.2554, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1340, s2.loss_cls: 0.0492, s2.acc: 93.5561, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0627, loss: 1.3560 +2025-06-19 10:27:04,633 - mmdet - INFO - Epoch [7][1700/7330] lr: 3.000e-04, eta: 2 days, 20:10:55, time: 1.050, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2194, s0.acc: 93.2798, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2763, s1.loss_cls: 0.1006, s1.acc: 93.6497, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1311, s2.loss_cls: 0.0465, s2.acc: 93.9059, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0615, loss: 1.3068 +2025-06-19 10:27:59,655 - mmdet - INFO - Epoch [7][1750/7330] lr: 3.000e-04, eta: 2 days, 20:09:52, time: 1.100, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2259, s0.acc: 93.1028, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2784, s1.loss_cls: 0.1038, s1.acc: 93.4398, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1339, s2.loss_cls: 0.0483, s2.acc: 93.7007, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0623, loss: 1.3311 +2025-06-19 10:28:57,251 - mmdet - INFO - Epoch [7][1800/7330] lr: 3.000e-04, eta: 2 days, 20:09:03, time: 1.152, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0339, s0.loss_cls: 0.2190, s0.acc: 93.1135, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2803, s1.loss_cls: 0.0997, s1.acc: 93.5549, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1348, s2.loss_cls: 0.0465, s2.acc: 93.8283, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0624, loss: 1.3288 +2025-06-19 10:29:53,022 - mmdet - INFO - Epoch [7][1850/7330] lr: 3.000e-04, eta: 2 days, 20:08:04, time: 1.115, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0561, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2269, s0.acc: 93.0520, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2833, s1.loss_cls: 0.1035, s1.acc: 93.3919, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1367, s2.loss_cls: 0.0480, s2.acc: 93.6777, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0640, loss: 1.3454 +2025-06-19 10:30:50,897 - mmdet - INFO - Epoch [7][1900/7330] lr: 3.000e-04, eta: 2 days, 20:07:16, time: 1.157, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2178, s0.acc: 93.2014, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2740, s1.loss_cls: 0.0992, s1.acc: 93.6842, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1324, s2.loss_cls: 0.0466, s2.acc: 93.8890, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0619, loss: 1.3099 +2025-06-19 10:31:43,056 - mmdet - INFO - Epoch [7][1950/7330] lr: 3.000e-04, eta: 2 days, 20:06:00, time: 1.043, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2113, s0.acc: 93.5208, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2770, s1.loss_cls: 0.0977, s1.acc: 93.8444, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1344, s2.loss_cls: 0.0455, s2.acc: 94.0249, s2.loss_bbox: 0.0377, s2.loss_mask: 0.0630, loss: 1.2800 +2025-06-19 10:32:36,034 - mmdet - INFO - Epoch [7][2000/7330] lr: 3.000e-04, eta: 2 days, 20:04:48, time: 1.059, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2200, s0.acc: 93.2542, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2729, s1.loss_cls: 0.0997, s1.acc: 93.6651, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1307, s2.loss_cls: 0.0468, s2.acc: 93.8817, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0606, loss: 1.2866 +2025-06-19 10:33:34,373 - mmdet - INFO - Epoch [7][2050/7330] lr: 3.000e-04, eta: 2 days, 20:04:02, time: 1.167, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2240, s0.acc: 93.1289, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2806, s1.loss_cls: 0.1013, s1.acc: 93.6618, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1329, s2.loss_cls: 0.0470, s2.acc: 93.8412, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0613, loss: 1.3303 +2025-06-19 10:34:29,609 - mmdet - INFO - Epoch [7][2100/7330] lr: 3.000e-04, eta: 2 days, 20:03:01, time: 1.105, data_time: 0.027, memory: 22712, loss_rpn_cls: 0.0566, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2194, s0.acc: 93.2927, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2750, s1.loss_cls: 0.0994, s1.acc: 93.6948, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1337, s2.loss_cls: 0.0470, s2.acc: 93.8875, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0621, loss: 1.3141 +2025-06-19 10:35:24,999 - mmdet - INFO - Epoch [7][2150/7330] lr: 3.000e-04, eta: 2 days, 20:02:01, time: 1.108, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0334, s0.loss_cls: 0.2234, s0.acc: 93.0706, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2827, s1.loss_cls: 0.1023, s1.acc: 93.3895, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1363, s2.loss_cls: 0.0483, s2.acc: 93.6697, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0635, loss: 1.3433 +2025-06-19 10:36:20,802 - mmdet - INFO - Epoch [7][2200/7330] lr: 3.000e-04, eta: 2 days, 20:01:02, time: 1.115, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2311, s0.acc: 92.8706, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2742, s1.loss_cls: 0.1060, s1.acc: 93.2456, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1313, s2.loss_cls: 0.0500, s2.acc: 93.4454, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0615, loss: 1.3503 +2025-06-19 10:37:18,369 - mmdet - INFO - Epoch [7][2250/7330] lr: 3.000e-04, eta: 2 days, 20:00:12, time: 1.152, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2247, s0.acc: 93.0496, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2794, s1.loss_cls: 0.1040, s1.acc: 93.3601, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1362, s2.loss_cls: 0.0477, s2.acc: 93.7341, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0638, loss: 1.3437 +2025-06-19 10:38:11,342 - mmdet - INFO - Epoch [7][2300/7330] lr: 3.000e-04, eta: 2 days, 19:59:01, time: 1.059, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0586, loss_rpn_bbox: 0.0372, s0.loss_cls: 0.2379, s0.acc: 92.6233, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2840, s1.loss_cls: 0.1083, s1.acc: 93.0361, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1364, s2.loss_cls: 0.0506, s2.acc: 93.3010, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0639, loss: 1.3904 +2025-06-19 10:39:06,446 - mmdet - INFO - Epoch [7][2350/7330] lr: 3.000e-04, eta: 2 days, 19:57:59, time: 1.102, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2265, s0.acc: 93.1399, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2814, s1.loss_cls: 0.1037, s1.acc: 93.4751, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1359, s2.loss_cls: 0.0482, s2.acc: 93.7789, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0629, loss: 1.3436 +2025-06-19 10:40:04,187 - mmdet - INFO - Epoch [7][2400/7330] lr: 3.000e-04, eta: 2 days, 19:57:10, time: 1.155, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0366, s0.loss_cls: 0.2359, s0.acc: 92.6777, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2900, s1.loss_cls: 0.1080, s1.acc: 93.0696, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1379, s2.loss_cls: 0.0504, s2.acc: 93.3907, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0637, loss: 1.3921 +2025-06-19 10:40:56,592 - mmdet - INFO - Epoch [7][2450/7330] lr: 3.000e-04, eta: 2 days, 19:55:56, time: 1.048, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0348, s0.loss_cls: 0.2246, s0.acc: 93.1040, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2778, s1.loss_cls: 0.1029, s1.acc: 93.4839, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1341, s2.loss_cls: 0.0476, s2.acc: 93.7070, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0628, loss: 1.3335 +2025-06-19 10:41:54,271 - mmdet - INFO - Epoch [7][2500/7330] lr: 3.000e-04, eta: 2 days, 19:55:06, time: 1.153, data_time: 0.039, memory: 22712, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2127, s0.acc: 93.4836, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2794, s1.loss_cls: 0.0951, s1.acc: 93.9344, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1357, s2.loss_cls: 0.0450, s2.acc: 94.0467, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0633, loss: 1.3002 +2025-06-19 10:42:48,828 - mmdet - INFO - Epoch [7][2550/7330] lr: 3.000e-04, eta: 2 days, 19:54:02, time: 1.091, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.1993, s0.acc: 93.7861, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2743, s1.loss_cls: 0.0912, s1.acc: 94.1645, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1330, s2.loss_cls: 0.0427, s2.acc: 94.3079, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0623, loss: 1.2528 +2025-06-19 10:43:43,860 - mmdet - INFO - Epoch [7][2600/7330] lr: 3.000e-04, eta: 2 days, 19:53:01, time: 1.101, data_time: 0.037, memory: 22712, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2151, s0.acc: 93.3062, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2847, s1.loss_cls: 0.0979, s1.acc: 93.6435, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1372, s2.loss_cls: 0.0463, s2.acc: 93.8202, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0636, loss: 1.3269 +2025-06-19 10:44:38,660 - mmdet - INFO - Epoch [7][2650/7330] lr: 3.000e-04, eta: 2 days, 19:51:58, time: 1.096, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2202, s0.acc: 93.2314, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2839, s1.loss_cls: 0.1000, s1.acc: 93.6946, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1378, s2.loss_cls: 0.0465, s2.acc: 93.8616, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0641, loss: 1.3209 +2025-06-19 10:45:33,190 - mmdet - INFO - Epoch [7][2700/7330] lr: 3.000e-04, eta: 2 days, 19:50:53, time: 1.091, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0557, loss_rpn_bbox: 0.0355, s0.loss_cls: 0.2224, s0.acc: 93.1838, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2805, s1.loss_cls: 0.1025, s1.acc: 93.5607, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1365, s2.loss_cls: 0.0477, s2.acc: 93.7539, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0639, loss: 1.3400 +2025-06-19 10:46:28,446 - mmdet - INFO - Epoch [7][2750/7330] lr: 3.000e-04, eta: 2 days, 19:49:53, time: 1.105, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2306, s0.acc: 92.8418, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2876, s1.loss_cls: 0.1065, s1.acc: 93.2296, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1380, s2.loss_cls: 0.0496, s2.acc: 93.4996, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0639, loss: 1.3608 +2025-06-19 10:47:24,413 - mmdet - INFO - Epoch [7][2800/7330] lr: 3.000e-04, eta: 2 days, 19:48:55, time: 1.119, data_time: 0.036, memory: 22712, loss_rpn_cls: 0.0562, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.2416, s0.acc: 92.5486, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2856, s1.loss_cls: 0.1108, s1.acc: 92.9667, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1374, s2.loss_cls: 0.0521, s2.acc: 93.3443, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0642, loss: 1.3927 +2025-06-19 10:48:18,955 - mmdet - INFO - Epoch [7][2850/7330] lr: 3.000e-04, eta: 2 days, 19:47:51, time: 1.091, data_time: 0.028, memory: 22712, loss_rpn_cls: 0.0532, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2211, s0.acc: 93.2151, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2757, s1.loss_cls: 0.1033, s1.acc: 93.4626, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1337, s2.loss_cls: 0.0486, s2.acc: 93.7119, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0626, loss: 1.3138 +2025-06-19 10:49:17,066 - mmdet - INFO - Epoch [7][2900/7330] lr: 3.000e-04, eta: 2 days, 19:47:04, time: 1.162, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0593, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.2397, s0.acc: 92.5500, s0.loss_bbox: 0.2634, s0.loss_mask: 0.2792, s1.loss_cls: 0.1116, s1.acc: 92.8916, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1340, s2.loss_cls: 0.0522, s2.acc: 93.1966, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0624, loss: 1.3963 +2025-06-19 10:50:12,107 - mmdet - INFO - Epoch [7][2950/7330] lr: 3.000e-04, eta: 2 days, 19:46:02, time: 1.101, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2347, s0.acc: 92.6831, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2770, s1.loss_cls: 0.1074, s1.acc: 93.1170, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1338, s2.loss_cls: 0.0501, s2.acc: 93.4579, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0625, loss: 1.3630 +2025-06-19 10:51:08,170 - mmdet - INFO - Epoch [7][3000/7330] lr: 3.000e-04, eta: 2 days, 19:45:05, time: 1.121, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0538, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2435, s0.acc: 92.5591, s0.loss_bbox: 0.2613, s0.loss_mask: 0.2791, s1.loss_cls: 0.1106, s1.acc: 92.9293, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1347, s2.loss_cls: 0.0516, s2.acc: 93.2396, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0632, loss: 1.3876 +2025-06-19 10:52:03,674 - mmdet - INFO - Epoch [7][3050/7330] lr: 3.000e-04, eta: 2 days, 19:44:06, time: 1.110, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2300, s0.acc: 92.8545, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2772, s1.loss_cls: 0.1061, s1.acc: 93.2451, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1335, s2.loss_cls: 0.0496, s2.acc: 93.3976, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0618, loss: 1.3528 +2025-06-19 10:52:58,625 - mmdet - INFO - Epoch [7][3100/7330] lr: 3.000e-04, eta: 2 days, 19:43:03, time: 1.099, data_time: 0.034, memory: 22712, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0326, s0.loss_cls: 0.2231, s0.acc: 93.1680, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2821, s1.loss_cls: 0.1019, s1.acc: 93.4833, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1353, s2.loss_cls: 0.0483, s2.acc: 93.6302, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0630, loss: 1.3394 +2025-06-19 10:53:55,494 - mmdet - INFO - Epoch [7][3150/7330] lr: 3.000e-04, eta: 2 days, 19:42:10, time: 1.137, data_time: 0.042, memory: 22712, loss_rpn_cls: 0.0581, loss_rpn_bbox: 0.0377, s0.loss_cls: 0.2376, s0.acc: 92.6187, s0.loss_bbox: 0.2631, s0.loss_mask: 0.2776, s1.loss_cls: 0.1092, s1.acc: 93.0039, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1334, s2.loss_cls: 0.0517, s2.acc: 93.0590, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0617, loss: 1.3858 +2025-06-19 10:54:50,545 - mmdet - INFO - Epoch [7][3200/7330] lr: 3.000e-04, eta: 2 days, 19:41:09, time: 1.101, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2340, s0.acc: 92.8022, s0.loss_bbox: 0.2584, s0.loss_mask: 0.2815, s1.loss_cls: 0.1069, s1.acc: 93.2210, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1343, s2.loss_cls: 0.0499, s2.acc: 93.3817, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0615, loss: 1.3689 +2025-06-19 10:55:46,002 - mmdet - INFO - Epoch [7][3250/7330] lr: 3.000e-04, eta: 2 days, 19:40:09, time: 1.109, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2238, s0.acc: 93.1089, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2753, s1.loss_cls: 0.1029, s1.acc: 93.4610, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1335, s2.loss_cls: 0.0481, s2.acc: 93.7505, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0630, loss: 1.3242 +2025-06-19 10:56:42,976 - mmdet - INFO - Epoch [7][3300/7330] lr: 3.000e-04, eta: 2 days, 19:39:16, time: 1.139, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2271, s0.acc: 93.0181, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2793, s1.loss_cls: 0.1039, s1.acc: 93.3638, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1344, s2.loss_cls: 0.0484, s2.acc: 93.6347, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0629, loss: 1.3369 +2025-06-19 10:57:35,333 - mmdet - INFO - Epoch [7][3350/7330] lr: 3.000e-04, eta: 2 days, 19:38:02, time: 1.047, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2202, s0.acc: 93.2090, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2811, s1.loss_cls: 0.1013, s1.acc: 93.5735, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1356, s2.loss_cls: 0.0474, s2.acc: 93.8385, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0630, loss: 1.3234 +2025-06-19 10:58:30,514 - mmdet - INFO - Epoch [7][3400/7330] lr: 3.000e-04, eta: 2 days, 19:37:01, time: 1.103, data_time: 0.033, memory: 22712, loss_rpn_cls: 0.0551, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2259, s0.acc: 93.0337, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2803, s1.loss_cls: 0.1038, s1.acc: 93.3885, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1341, s2.loss_cls: 0.0481, s2.acc: 93.7255, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0623, loss: 1.3473 +2025-06-19 10:59:26,795 - mmdet - INFO - Epoch [7][3450/7330] lr: 3.000e-04, eta: 2 days, 19:36:05, time: 1.126, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0525, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2185, s0.acc: 93.1704, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2776, s1.loss_cls: 0.1005, s1.acc: 93.5186, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1343, s2.loss_cls: 0.0474, s2.acc: 93.6873, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0635, loss: 1.3271 +2025-06-19 11:00:24,246 - mmdet - INFO - Epoch [7][3500/7330] lr: 3.000e-04, eta: 2 days, 19:35:15, time: 1.149, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2226, s0.acc: 93.1987, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2790, s1.loss_cls: 0.1039, s1.acc: 93.4294, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1334, s2.loss_cls: 0.0481, s2.acc: 93.7452, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0616, loss: 1.3124 +2025-06-19 11:01:19,343 - mmdet - INFO - Epoch [7][3550/7330] lr: 3.000e-04, eta: 2 days, 19:34:13, time: 1.102, data_time: 0.035, memory: 22712, loss_rpn_cls: 0.0509, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2228, s0.acc: 93.2014, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2790, s1.loss_cls: 0.1017, s1.acc: 93.5163, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1321, s2.loss_cls: 0.0475, s2.acc: 93.8656, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0619, loss: 1.3194 +2025-06-19 11:02:14,331 - mmdet - INFO - Epoch [7][3600/7330] lr: 3.000e-04, eta: 2 days, 19:33:12, time: 1.100, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0340, s0.loss_cls: 0.2124, s0.acc: 93.4060, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2704, s1.loss_cls: 0.0989, s1.acc: 93.6228, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1308, s2.loss_cls: 0.0464, s2.acc: 93.8501, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0607, loss: 1.2911 +2025-06-19 11:03:11,503 - mmdet - INFO - Epoch [7][3650/7330] lr: 3.000e-04, eta: 2 days, 19:32:20, time: 1.143, data_time: 0.029, memory: 22712, loss_rpn_cls: 0.0545, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2219, s0.acc: 93.1426, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2853, s1.loss_cls: 0.1020, s1.acc: 93.5503, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1369, s2.loss_cls: 0.0474, s2.acc: 93.8877, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0642, loss: 1.3350 +2025-06-19 11:04:03,710 - mmdet - INFO - Epoch [7][3700/7330] lr: 3.000e-04, eta: 2 days, 19:31:05, time: 1.044, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2128, s0.acc: 93.4019, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2683, s1.loss_cls: 0.0974, s1.acc: 93.7250, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1305, s2.loss_cls: 0.0460, s2.acc: 94.1062, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0609, loss: 1.2824 +2025-06-19 11:04:56,738 - mmdet - INFO - Epoch [7][3750/7330] lr: 3.000e-04, eta: 2 days, 19:29:55, time: 1.060, data_time: 0.032, memory: 22712, loss_rpn_cls: 0.0550, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2273, s0.acc: 93.0012, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2769, s1.loss_cls: 0.1054, s1.acc: 93.3110, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1326, s2.loss_cls: 0.0490, s2.acc: 93.5672, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0612, loss: 1.3452 +2025-06-19 11:05:57,726 - mmdet - INFO - Epoch [7][3800/7330] lr: 3.000e-04, eta: 2 days, 19:29:20, time: 1.220, data_time: 0.030, memory: 22712, loss_rpn_cls: 0.0602, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2450, s0.acc: 92.6118, s0.loss_bbox: 0.2633, s0.loss_mask: 0.2799, s1.loss_cls: 0.1111, s1.acc: 93.1007, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1354, s2.loss_cls: 0.0517, s2.acc: 93.4039, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0627, loss: 1.3992 +2025-06-19 11:06:52,806 - mmdet - INFO - Epoch [7][3850/7330] lr: 3.000e-04, eta: 2 days, 19:28:19, time: 1.102, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2313, s0.acc: 93.0249, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2818, s1.loss_cls: 0.1079, s1.acc: 93.2683, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1353, s2.loss_cls: 0.0503, s2.acc: 93.5714, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0630, loss: 1.3474 +2025-06-19 11:07:47,952 - mmdet - INFO - Epoch [7][3900/7330] lr: 3.000e-04, eta: 2 days, 19:27:18, time: 1.103, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2379, s0.acc: 92.6409, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2776, s1.loss_cls: 0.1099, s1.acc: 93.0824, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1334, s2.loss_cls: 0.0514, s2.acc: 93.3526, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0618, loss: 1.3720 +2025-06-19 11:08:42,776 - mmdet - INFO - Epoch [7][3950/7330] lr: 3.000e-04, eta: 2 days, 19:26:15, time: 1.096, data_time: 0.031, memory: 22712, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0337, s0.loss_cls: 0.2295, s0.acc: 93.0715, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2805, s1.loss_cls: 0.1058, s1.acc: 93.3898, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1346, s2.loss_cls: 0.0488, s2.acc: 93.7267, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0624, loss: 1.3415 diff --git a/mmdet/results/train/mona_moe_4_16_3e-4_mlp/20250618_193336.log.json b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/20250618_193336.log.json new file mode 100644 index 0000000000000000000000000000000000000000..698276faf44ab94c3bf6271abb3c07a6c648347c --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/20250618_193336.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:bf5e5ed665073a6ea244ad407a4d4914ff76d9ceacc64f5b7dc228dcdddb7dc3 +size 462959 diff --git a/mmdet/results/train/mona_moe_4_16_3e-4_mlp/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..d5b512ee8ba5b5b6378f68ff967042a476882326 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0003, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_moe_4_16_3e-4/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_moe_4_16_3e-4_mlp/epoch_1.pth b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..a1dd976f79526c6d243f59d671055118b5871e46 --- /dev/null +++ b/mmdet/results/train/mona_moe_4_16_3e-4_mlp/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f83ae0fc531e3aaee839be8ff70c10941e54047e52cae6f9585c420405e60596 +size 1517228592 diff --git 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b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/20250701_015518.log @@ -0,0 +1,1650 @@ +2025-07-01 01:55:18,945 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+222fbec +------------------------------------------------------------ + +2025-07-01 01:55:22,197 - mmdet - INFO - Distributed training: True +2025-07-01 01:55:25,566 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_prune_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False, + prune_ratio=0.875), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_wanda_act_60000_0.875_llama_moe_7.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_wanda_act_60000_0.875_llama_moe_7/' +gpu_ids = range(0, 8) + +2025-07-01 01:56:25,395 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_wanda_act_60000_0.875_llama_moe_7.pth +2025-07-01 01:56:26,193 - mmdet - WARNING - The model and loaded state dict do not match exactly + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.0.blocks.0.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.0.blocks.1.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.0.blocks.1.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.0.blocks.1.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.0.blocks.1.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.1.blocks.0.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.1.blocks.0.mlp.fcMoE.gate.gate_network.2.weight, 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backbone.layers.2.blocks.6.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.2.blocks.6.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.2.blocks.6.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.2.blocks.6.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.2.blocks.7.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.2.blocks.7.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.2.blocks.7.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.2.blocks.7.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.2.blocks.8.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.2.blocks.8.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.2.blocks.8.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.2.blocks.8.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.2.blocks.9.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.2.blocks.9.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.2.blocks.9.mlp.fcMoE.gate.weight_noise.weight, 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backbone.layers.2.blocks.17.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.2.blocks.17.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.2.blocks.17.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.3.blocks.0.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.3.blocks.0.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.3.blocks.0.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.3.blocks.0.mlp.fcMoE.calculator.experts.bias_down, backbone.layers.3.blocks.1.mlp.fcMoE.gate.gate_network.0.weight, backbone.layers.3.blocks.1.mlp.fcMoE.gate.gate_network.2.weight, backbone.layers.3.blocks.1.mlp.fcMoE.gate.weight_noise.weight, backbone.layers.3.blocks.1.mlp.fcMoE.calculator.experts.bias_down + +2025-07-01 01:56:26,241 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875_llama_moe_7 +2025-07-01 01:56:26,241 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-07-01 01:56:26,242 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-07-01 01:56:26,243 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875_llama_moe_7 by HardDiskBackend. +2025-07-01 01:58:37,000 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 23:36:04, time: 2.614, data_time: 1.585, memory: 11591, balance_loss: 0.0255, loss_rpn_cls: 0.1940, loss_rpn_bbox: 0.0402, s0.loss_cls: 0.4402, s0.acc: 91.6011, s0.loss_bbox: 0.2506, s0.loss_mask: 0.4166, s1.loss_cls: 0.1993, s1.acc: 92.1771, s1.loss_bbox: 0.0927, s1.loss_mask: 0.1949, s2.loss_cls: 0.0833, s2.acc: 93.3340, s2.loss_bbox: 0.0287, s2.loss_mask: 0.0900, loss: 2.0559 +2025-07-01 01:59:25,519 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 11:18:05, time: 0.970, data_time: 0.024, memory: 11920, balance_loss: 0.0149, loss_rpn_cls: 0.0905, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3108, s0.acc: 92.0454, s0.loss_bbox: 0.2527, s0.loss_mask: 0.3425, s1.loss_cls: 0.1426, s1.acc: 92.4367, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1619, s2.loss_cls: 0.0626, s2.acc: 93.1548, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0746, loss: 1.6233 +2025-07-01 02:00:14,643 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 15:31:52, time: 0.983, data_time: 0.027, memory: 12858, balance_loss: 0.0067, loss_rpn_cls: 0.0817, loss_rpn_bbox: 0.0341, s0.loss_cls: 0.2877, s0.acc: 92.2974, s0.loss_bbox: 0.2603, s0.loss_mask: 0.3245, s1.loss_cls: 0.1311, s1.acc: 92.7423, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1558, s2.loss_cls: 0.0592, s2.acc: 93.2468, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0724, loss: 1.5557 +2025-07-01 02:01:04,427 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 4 days, 5:52:05, time: 0.996, data_time: 0.026, memory: 12858, balance_loss: 0.0035, loss_rpn_cls: 0.0745, loss_rpn_bbox: 0.0361, s0.loss_cls: 0.2817, s0.acc: 92.0247, s0.loss_bbox: 0.2720, s0.loss_mask: 0.3159, s1.loss_cls: 0.1295, s1.acc: 92.4702, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1498, s2.loss_cls: 0.0576, s2.acc: 93.1010, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0687, loss: 1.5393 +2025-07-01 02:02:04,678 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 4 days, 3:07:41, time: 1.205, data_time: 0.024, memory: 12858, balance_loss: 0.0029, loss_rpn_cls: 0.0695, loss_rpn_bbox: 0.0356, s0.loss_cls: 0.2648, s0.acc: 92.2449, s0.loss_bbox: 0.2715, s0.loss_mask: 0.2979, s1.loss_cls: 0.1206, s1.acc: 92.6891, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1421, s2.loss_cls: 0.0545, s2.acc: 93.1594, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0657, loss: 1.4779 +2025-07-01 02:02:54,168 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 22:39:55, time: 0.989, data_time: 0.035, memory: 13166, balance_loss: 0.0026, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2465, s0.acc: 92.5857, s0.loss_bbox: 0.2647, s0.loss_mask: 0.2988, s1.loss_cls: 0.1139, s1.acc: 92.9503, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1437, s2.loss_cls: 0.0519, s2.acc: 93.3350, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0658, loss: 1.4300 +2025-07-01 02:03:42,595 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 19:15:23, time: 0.969, data_time: 0.026, memory: 13166, balance_loss: 0.0025, loss_rpn_cls: 0.0569, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2358, s0.acc: 93.0552, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2880, s1.loss_cls: 0.1061, s1.acc: 93.5349, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1381, s2.loss_cls: 0.0482, s2.acc: 93.9413, s2.loss_bbox: 0.0375, s2.loss_mask: 0.0638, loss: 1.3582 +2025-07-01 02:04:31,927 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 16:51:34, time: 0.987, data_time: 0.026, memory: 13166, balance_loss: 0.0023, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2461, s0.acc: 92.6865, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2898, s1.loss_cls: 0.1131, s1.acc: 93.0530, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1397, s2.loss_cls: 0.0513, s2.acc: 93.5805, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0647, loss: 1.4117 +2025-07-01 02:05:21,056 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 14:57:21, time: 0.982, data_time: 0.030, memory: 13316, balance_loss: 0.0022, loss_rpn_cls: 0.0575, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2274, s0.acc: 93.1677, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2816, s1.loss_cls: 0.1056, s1.acc: 93.4478, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1364, s2.loss_cls: 0.0484, s2.acc: 93.7418, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0636, loss: 1.3435 +2025-07-01 02:06:10,151 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 13:25:55, time: 0.982, data_time: 0.023, memory: 13316, balance_loss: 0.0020, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2322, s0.acc: 92.9055, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2859, s1.loss_cls: 0.1065, s1.acc: 93.2835, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1381, s2.loss_cls: 0.0485, s2.acc: 93.7475, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0639, loss: 1.3691 +2025-07-01 02:06:59,110 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 12:09:41, time: 0.979, data_time: 0.023, memory: 13316, balance_loss: 0.0019, loss_rpn_cls: 0.0516, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2196, s0.acc: 93.2576, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2753, s1.loss_cls: 0.1009, s1.acc: 93.6197, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1329, s2.loss_cls: 0.0464, s2.acc: 93.8630, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0619, loss: 1.3077 +2025-07-01 02:07:48,635 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 11:10:01, time: 0.990, data_time: 0.024, memory: 13316, balance_loss: 0.0018, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2235, s0.acc: 93.0454, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2758, s1.loss_cls: 0.1018, s1.acc: 93.4101, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1330, s2.loss_cls: 0.0470, s2.acc: 93.7735, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0617, loss: 1.3349 +2025-07-01 02:08:48,247 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 11:27:53, time: 1.193, data_time: 0.029, memory: 13316, balance_loss: 0.0017, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2328, s0.acc: 92.8406, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2768, s1.loss_cls: 0.1072, s1.acc: 93.1629, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1335, s2.loss_cls: 0.0490, s2.acc: 93.6112, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0622, loss: 1.3512 +2025-07-01 02:09:36,855 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 10:33:47, time: 0.972, data_time: 0.023, memory: 13944, balance_loss: 0.0016, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2191, s0.acc: 93.0181, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2744, s1.loss_cls: 0.1008, s1.acc: 93.4540, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1327, s2.loss_cls: 0.0468, s2.acc: 93.7033, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0620, loss: 1.3427 +2025-07-01 02:10:25,486 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 9:47:02, time: 0.973, data_time: 0.024, memory: 13944, balance_loss: 0.0016, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2206, s0.acc: 93.1062, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2701, s1.loss_cls: 0.1017, s1.acc: 93.4845, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1320, s2.loss_cls: 0.0469, s2.acc: 93.8504, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0617, loss: 1.3098 +2025-07-01 02:11:13,868 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 9:04:39, time: 0.968, data_time: 0.022, memory: 13944, balance_loss: 0.0015, loss_rpn_cls: 0.0508, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2227, s0.acc: 93.0764, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2739, s1.loss_cls: 0.1014, s1.acc: 93.4595, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1318, s2.loss_cls: 0.0479, s2.acc: 93.6043, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0610, loss: 1.3300 +2025-07-01 02:12:02,012 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 8:25:58, time: 0.963, data_time: 0.026, memory: 13944, balance_loss: 0.0015, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2172, s0.acc: 93.1204, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2718, s1.loss_cls: 0.1001, s1.acc: 93.4204, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1315, s2.loss_cls: 0.0463, s2.acc: 93.8094, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0611, loss: 1.3110 +2025-07-01 02:12:50,260 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 3 days, 7:51:54, time: 0.965, data_time: 0.025, memory: 13944, balance_loss: 0.0015, loss_rpn_cls: 0.0547, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2224, s0.acc: 93.0554, s0.loss_bbox: 0.2652, s0.loss_mask: 0.2789, s1.loss_cls: 0.1015, s1.acc: 93.3433, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1353, s2.loss_cls: 0.0473, s2.acc: 93.5871, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0633, loss: 1.3548 +2025-07-01 02:13:38,504 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 3 days, 7:21:26, time: 0.965, data_time: 0.028, memory: 13944, balance_loss: 0.0014, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2163, s0.acc: 93.1516, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2685, s1.loss_cls: 0.0990, s1.acc: 93.4733, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1306, s2.loss_cls: 0.0461, s2.acc: 93.7790, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0608, loss: 1.3151 +2025-07-01 02:14:27,186 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 02:14:27,187 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 3 days, 6:55:41, time: 0.973, data_time: 0.024, memory: 13955, balance_loss: 0.0014, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2145, s0.acc: 93.2664, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2608, s1.loss_cls: 0.0982, s1.acc: 93.6454, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1275, s2.loss_cls: 0.0462, s2.acc: 93.8339, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0590, loss: 1.2870 +2025-07-01 02:15:28,639 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 3 days, 7:25:45, time: 1.229, data_time: 0.028, memory: 13955, balance_loss: 0.0013, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2179, s0.acc: 93.0627, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2675, s1.loss_cls: 0.1000, s1.acc: 93.3924, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1299, s2.loss_cls: 0.0466, s2.acc: 93.6153, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0606, loss: 1.3141 +2025-07-01 02:16:16,621 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 3 days, 6:59:11, time: 0.959, data_time: 0.028, memory: 13955, balance_loss: 0.0013, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.2072, s0.acc: 93.3962, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2635, s1.loss_cls: 0.0967, s1.acc: 93.6045, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1277, s2.loss_cls: 0.0456, s2.acc: 93.7706, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0596, loss: 1.2631 +2025-07-01 02:17:05,205 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 3 days, 6:37:21, time: 0.972, data_time: 0.025, memory: 13955, balance_loss: 0.0012, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2175, s0.acc: 93.0286, s0.loss_bbox: 0.2646, s0.loss_mask: 0.2725, s1.loss_cls: 0.1015, s1.acc: 93.1867, s1.loss_bbox: 0.1151, s1.loss_mask: 0.1324, s2.loss_cls: 0.0473, s2.acc: 93.4855, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0616, loss: 1.3301 +2025-07-01 02:17:53,499 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 3 days, 6:16:07, time: 0.966, data_time: 0.026, memory: 13955, balance_loss: 0.0013, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2136, s0.acc: 93.2070, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2707, s1.loss_cls: 0.0992, s1.acc: 93.4477, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1320, s2.loss_cls: 0.0465, s2.acc: 93.7796, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0614, loss: 1.3137 +2025-07-01 02:18:41,177 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 3 days, 5:54:22, time: 0.954, data_time: 0.026, memory: 13955, balance_loss: 0.0012, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2065, s0.acc: 93.4365, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2608, s1.loss_cls: 0.0961, s1.acc: 93.6891, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1261, s2.loss_cls: 0.0456, s2.acc: 93.8162, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0591, loss: 1.2578 +2025-07-01 02:19:28,530 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 3 days, 5:33:08, time: 0.947, data_time: 0.025, memory: 13955, balance_loss: 0.0012, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2028, s0.acc: 93.5557, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2633, s1.loss_cls: 0.0944, s1.acc: 93.8514, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1290, s2.loss_cls: 0.0444, s2.acc: 93.9899, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0602, loss: 1.2686 +2025-07-01 02:20:16,423 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 3 days, 5:15:11, time: 0.958, data_time: 0.026, memory: 13955, balance_loss: 0.0012, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2120, s0.acc: 93.0935, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2643, s1.loss_cls: 0.0974, s1.acc: 93.5402, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1291, s2.loss_cls: 0.0457, s2.acc: 93.7056, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0608, loss: 1.3003 +2025-07-01 02:21:03,854 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 3 days, 4:57:00, time: 0.949, data_time: 0.026, memory: 13955, balance_loss: 0.0011, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1939, s0.acc: 93.8948, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2496, s1.loss_cls: 0.0893, s1.acc: 94.2160, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1227, s2.loss_cls: 0.0424, s2.acc: 94.3525, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0576, loss: 1.2009 +2025-07-01 02:22:04,579 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 3 days, 5:11:47, time: 1.159, data_time: 0.022, memory: 13955, balance_loss: 0.0011, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2037, s0.acc: 93.4255, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2635, s1.loss_cls: 0.0937, s1.acc: 93.7236, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1288, s2.loss_cls: 0.0440, s2.acc: 93.9491, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0596, loss: 1.2797 +2025-07-01 02:22:55,738 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 3 days, 5:13:41, time: 1.078, data_time: 0.081, memory: 13955, balance_loss: 0.0011, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2066, s0.acc: 93.2751, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2640, s1.loss_cls: 0.0942, s1.acc: 93.7422, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1293, s2.loss_cls: 0.0440, s2.acc: 93.9236, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0605, loss: 1.2816 +2025-07-01 02:23:43,909 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 3 days, 4:59:17, time: 0.964, data_time: 0.034, memory: 13955, balance_loss: 0.0011, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2039, s0.acc: 93.3469, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2655, s1.loss_cls: 0.0945, s1.acc: 93.6902, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1288, s2.loss_cls: 0.0440, s2.acc: 93.9291, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0604, loss: 1.2733 +2025-07-01 02:24:31,745 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 3 days, 4:44:44, time: 0.956, data_time: 0.025, memory: 13955, balance_loss: 0.0011, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2122, s0.acc: 93.1641, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2672, s1.loss_cls: 0.0995, s1.acc: 93.3253, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1305, s2.loss_cls: 0.0464, s2.acc: 93.5534, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0609, loss: 1.3015 +2025-07-01 02:25:19,056 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 3 days, 4:29:41, time: 0.946, data_time: 0.026, memory: 13955, balance_loss: 0.0011, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1987, s0.acc: 93.5569, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2593, s1.loss_cls: 0.0920, s1.acc: 93.9241, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1273, s2.loss_cls: 0.0435, s2.acc: 94.1169, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0592, loss: 1.2446 +2025-07-01 02:26:07,359 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 3 days, 4:18:01, time: 0.966, data_time: 0.028, memory: 13955, balance_loss: 0.0010, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2102, s0.acc: 93.2146, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2597, s1.loss_cls: 0.0950, s1.acc: 93.6246, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1256, s2.loss_cls: 0.0449, s2.acc: 93.8712, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0584, loss: 1.2740 +2025-07-01 02:26:55,256 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 3 days, 4:05:56, time: 0.958, data_time: 0.024, memory: 13955, balance_loss: 0.0010, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2117, s0.acc: 93.2251, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2644, s1.loss_cls: 0.0988, s1.acc: 93.4688, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1289, s2.loss_cls: 0.0466, s2.acc: 93.6425, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0601, loss: 1.2908 +2025-07-01 02:27:42,604 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 3 days, 3:53:09, time: 0.947, data_time: 0.026, memory: 13955, balance_loss: 0.0010, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2173, s0.acc: 93.2102, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2687, s1.loss_cls: 0.1003, s1.acc: 93.5751, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1307, s2.loss_cls: 0.0467, s2.acc: 93.7791, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0602, loss: 1.3004 +2025-07-01 02:28:29,997 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 3 days, 3:41:08, time: 0.948, data_time: 0.027, memory: 14116, balance_loss: 0.0010, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2131, s0.acc: 93.1482, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2613, s1.loss_cls: 0.1003, s1.acc: 93.3519, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1278, s2.loss_cls: 0.0470, s2.acc: 93.5081, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0588, loss: 1.2870 +2025-07-01 02:29:32,512 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 3 days, 4:04:27, time: 1.250, data_time: 0.026, memory: 14116, balance_loss: 0.0010, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1972, s0.acc: 93.6499, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2615, s1.loss_cls: 0.0907, s1.acc: 93.9117, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1285, s2.loss_cls: 0.0430, s2.acc: 94.1252, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0600, loss: 1.2367 +2025-07-01 02:30:19,848 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 3 days, 3:52:31, time: 0.947, data_time: 0.028, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1952, s0.acc: 93.6814, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2551, s1.loss_cls: 0.0896, s1.acc: 94.0084, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1246, s2.loss_cls: 0.0424, s2.acc: 94.1658, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0582, loss: 1.2271 +2025-07-01 02:31:07,502 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 02:31:07,503 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 3 days, 3:41:52, time: 0.953, data_time: 0.024, memory: 14116, balance_loss: 0.0010, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2087, s0.acc: 93.4587, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2601, s1.loss_cls: 0.0957, s1.acc: 93.7794, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1266, s2.loss_cls: 0.0446, s2.acc: 94.0215, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0590, loss: 1.2655 +2025-07-01 02:31:55,001 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 3 days, 3:31:21, time: 0.950, data_time: 0.023, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2052, s0.acc: 93.3677, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2610, s1.loss_cls: 0.0951, s1.acc: 93.6506, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1273, s2.loss_cls: 0.0454, s2.acc: 93.7276, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0593, loss: 1.2728 +2025-07-01 02:32:42,263 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 3 days, 3:20:48, time: 0.945, data_time: 0.022, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1960, s0.acc: 93.6582, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2533, s1.loss_cls: 0.0906, s1.acc: 94.0023, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1234, s2.loss_cls: 0.0423, s2.acc: 94.2264, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0573, loss: 1.2262 +2025-07-01 02:33:29,408 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 3 days, 3:10:28, time: 0.943, data_time: 0.023, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1904, s0.acc: 93.8245, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2579, s1.loss_cls: 0.0877, s1.acc: 94.1331, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1263, s2.loss_cls: 0.0415, s2.acc: 94.2022, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0591, loss: 1.2196 +2025-07-01 02:34:16,605 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 3 days, 3:00:41, time: 0.944, data_time: 0.025, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2074, s0.acc: 93.3679, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2574, s1.loss_cls: 0.0945, s1.acc: 93.7062, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1258, s2.loss_cls: 0.0443, s2.acc: 93.9196, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0589, loss: 1.2566 +2025-07-01 02:35:03,828 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 3 days, 2:51:21, time: 0.944, data_time: 0.030, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2004, s0.acc: 93.4373, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2519, s1.loss_cls: 0.0940, s1.acc: 93.7015, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1239, s2.loss_cls: 0.0443, s2.acc: 93.8344, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0571, loss: 1.2331 +2025-07-01 02:36:08,181 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 3 days, 3:14:51, time: 1.287, data_time: 0.022, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2093, s0.acc: 93.2517, s0.loss_bbox: 0.2635, s0.loss_mask: 0.2632, s1.loss_cls: 0.0959, s1.acc: 93.5850, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1276, s2.loss_cls: 0.0450, s2.acc: 93.8255, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0593, loss: 1.2980 +2025-07-01 02:36:55,394 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 3 days, 3:05:31, time: 0.944, data_time: 0.023, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1942, s0.acc: 93.6621, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2576, s1.loss_cls: 0.0893, s1.acc: 93.9912, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1248, s2.loss_cls: 0.0418, s2.acc: 94.2058, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0580, loss: 1.2244 +2025-07-01 02:37:42,478 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 3 days, 2:56:18, time: 0.942, data_time: 0.024, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2008, s0.acc: 93.5159, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2560, s1.loss_cls: 0.0950, s1.acc: 93.7510, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1248, s2.loss_cls: 0.0447, s2.acc: 93.8367, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0581, loss: 1.2414 +2025-07-01 02:38:29,783 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 3 days, 2:47:50, time: 0.946, data_time: 0.024, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1980, s0.acc: 93.5049, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2566, s1.loss_cls: 0.0911, s1.acc: 93.8723, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1256, s2.loss_cls: 0.0431, s2.acc: 94.0604, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0578, loss: 1.2472 +2025-07-01 02:39:16,886 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 3 days, 2:39:18, time: 0.942, data_time: 0.020, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1953, s0.acc: 93.6372, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2521, s1.loss_cls: 0.0891, s1.acc: 94.0494, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1230, s2.loss_cls: 0.0420, s2.acc: 94.2337, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0577, loss: 1.2224 +2025-07-01 02:40:04,049 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 3 days, 2:31:11, time: 0.943, data_time: 0.022, memory: 14116, balance_loss: 0.0009, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2021, s0.acc: 93.4204, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2634, s1.loss_cls: 0.0930, s1.acc: 93.7853, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1295, s2.loss_cls: 0.0437, s2.acc: 94.0334, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0608, loss: 1.2658 +2025-07-01 02:40:51,393 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 3 days, 2:23:40, time: 0.947, data_time: 0.029, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1988, s0.acc: 93.5198, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2476, s1.loss_cls: 0.0928, s1.acc: 93.7385, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1220, s2.loss_cls: 0.0441, s2.acc: 93.8522, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0571, loss: 1.2289 +2025-07-01 02:41:38,999 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 3 days, 2:16:49, time: 0.952, data_time: 0.023, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1998, s0.acc: 93.5029, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2613, s1.loss_cls: 0.0917, s1.acc: 93.8397, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1277, s2.loss_cls: 0.0433, s2.acc: 94.0438, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0598, loss: 1.2634 +2025-07-01 02:42:43,048 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 3 days, 2:36:41, time: 1.281, data_time: 0.026, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2065, s0.acc: 93.1492, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2634, s1.loss_cls: 0.0971, s1.acc: 93.4050, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1298, s2.loss_cls: 0.0466, s2.acc: 93.4813, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0601, loss: 1.2891 +2025-07-01 02:43:32,801 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 3 days, 2:33:12, time: 0.995, data_time: 0.026, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1899, s0.acc: 93.7854, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2525, s1.loss_cls: 0.0878, s1.acc: 94.0821, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1240, s2.loss_cls: 0.0415, s2.acc: 94.2727, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0582, loss: 1.2046 +2025-07-01 02:44:20,056 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 3 days, 2:25:55, time: 0.945, data_time: 0.026, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1947, s0.acc: 93.7764, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2505, s1.loss_cls: 0.0898, s1.acc: 94.0409, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1244, s2.loss_cls: 0.0425, s2.acc: 94.1770, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0580, loss: 1.2128 +2025-07-01 02:45:07,378 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 3 days, 2:18:58, time: 0.946, data_time: 0.026, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1969, s0.acc: 93.5698, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2600, s1.loss_cls: 0.0913, s1.acc: 93.8768, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1258, s2.loss_cls: 0.0427, s2.acc: 94.0260, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0584, loss: 1.2421 +2025-07-01 02:45:54,400 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 3 days, 2:11:47, time: 0.941, data_time: 0.027, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1934, s0.acc: 93.6099, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2611, s1.loss_cls: 0.0894, s1.acc: 93.9658, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1282, s2.loss_cls: 0.0423, s2.acc: 94.1039, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0598, loss: 1.2383 +2025-07-01 02:46:42,123 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 3 days, 2:05:50, time: 0.954, data_time: 0.023, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2016, s0.acc: 93.5061, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2567, s1.loss_cls: 0.0940, s1.acc: 93.7096, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1253, s2.loss_cls: 0.0448, s2.acc: 93.8889, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0584, loss: 1.2496 +2025-07-01 02:47:29,301 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 02:47:29,302 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 3 days, 1:59:17, time: 0.944, data_time: 0.025, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2026, s0.acc: 93.3162, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2599, s1.loss_cls: 0.0944, s1.acc: 93.6157, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1269, s2.loss_cls: 0.0448, s2.acc: 93.8566, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0591, loss: 1.2687 +2025-07-01 02:48:16,845 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 3 days, 1:53:26, time: 0.951, data_time: 0.027, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2013, s0.acc: 93.4304, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2689, s1.loss_cls: 0.0926, s1.acc: 93.8142, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1304, s2.loss_cls: 0.0440, s2.acc: 93.9684, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0609, loss: 1.2823 +2025-07-01 02:49:03,966 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 3 days, 1:47:09, time: 0.942, data_time: 0.023, memory: 14116, balance_loss: 0.0008, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2030, s0.acc: 93.4634, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2620, s1.loss_cls: 0.0958, s1.acc: 93.5951, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1275, s2.loss_cls: 0.0449, s2.acc: 93.7679, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0591, loss: 1.2609 +2025-07-01 02:50:09,378 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 3 days, 2:06:17, time: 1.308, data_time: 0.024, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.2024, s0.acc: 93.5400, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2546, s1.loss_cls: 0.0930, s1.acc: 93.8480, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1238, s2.loss_cls: 0.0438, s2.acc: 93.9710, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0581, loss: 1.2352 +2025-07-01 02:50:56,745 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 3 days, 2:00:17, time: 0.947, data_time: 0.021, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2083, s0.acc: 93.2957, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2543, s1.loss_cls: 0.0977, s1.acc: 93.6036, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1240, s2.loss_cls: 0.0461, s2.acc: 93.8172, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0580, loss: 1.2650 +2025-07-01 02:51:44,352 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 3 days, 1:54:45, time: 0.952, data_time: 0.024, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2072, s0.acc: 93.2844, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2610, s1.loss_cls: 0.0973, s1.acc: 93.5059, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1275, s2.loss_cls: 0.0458, s2.acc: 93.6994, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0596, loss: 1.2873 +2025-07-01 02:52:31,915 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 3 days, 1:49:17, time: 0.951, data_time: 0.024, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1952, s0.acc: 93.5784, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2528, s1.loss_cls: 0.0915, s1.acc: 93.8095, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1235, s2.loss_cls: 0.0437, s2.acc: 93.9315, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0580, loss: 1.2384 +2025-07-01 02:53:19,669 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 3 days, 1:44:16, time: 0.956, data_time: 0.025, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1971, s0.acc: 93.6313, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2573, s1.loss_cls: 0.0915, s1.acc: 93.9556, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1265, s2.loss_cls: 0.0434, s2.acc: 94.0825, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0593, loss: 1.2384 +2025-07-01 02:54:07,739 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 3 days, 1:39:45, time: 0.961, data_time: 0.027, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2022, s0.acc: 93.3887, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2591, s1.loss_cls: 0.0934, s1.acc: 93.7740, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1269, s2.loss_cls: 0.0440, s2.acc: 93.8338, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0591, loss: 1.2632 +2025-07-01 02:54:55,372 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 3 days, 1:34:46, time: 0.952, data_time: 0.025, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2007, s0.acc: 93.5288, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2601, s1.loss_cls: 0.0924, s1.acc: 93.8673, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1258, s2.loss_cls: 0.0442, s2.acc: 93.8741, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0583, loss: 1.2586 +2025-07-01 02:55:42,636 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 3 days, 1:29:29, time: 0.946, data_time: 0.027, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1915, s0.acc: 93.7434, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2563, s1.loss_cls: 0.0873, s1.acc: 94.1585, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1259, s2.loss_cls: 0.0414, s2.acc: 94.2926, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0586, loss: 1.2268 +2025-07-01 02:56:53,831 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 3 days, 1:53:33, time: 1.424, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1965, s0.acc: 93.6555, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2554, s1.loss_cls: 0.0893, s1.acc: 94.0532, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1253, s2.loss_cls: 0.0425, s2.acc: 94.0586, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0589, loss: 1.2326 +2025-07-01 02:57:41,546 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 3 days, 1:48:38, time: 0.954, data_time: 0.026, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1930, s0.acc: 93.5500, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2612, s1.loss_cls: 0.0895, s1.acc: 93.8658, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1265, s2.loss_cls: 0.0424, s2.acc: 94.0278, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0591, loss: 1.2430 +2025-07-01 02:58:29,217 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 3 days, 1:43:46, time: 0.953, data_time: 0.024, memory: 14462, balance_loss: 0.0008, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1930, s0.acc: 93.6672, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2554, s1.loss_cls: 0.0884, s1.acc: 93.9220, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1244, s2.loss_cls: 0.0417, s2.acc: 94.1210, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0577, loss: 1.2324 +2025-07-01 02:59:16,666 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 3 days, 1:38:46, time: 0.949, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1869, s0.acc: 93.8704, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2503, s1.loss_cls: 0.0854, s1.acc: 94.2347, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1234, s2.loss_cls: 0.0403, s2.acc: 94.3273, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0581, loss: 1.2066 +2025-07-01 03:00:04,493 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 3 days, 1:34:18, time: 0.956, data_time: 0.025, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2040, s0.acc: 93.2473, s0.loss_bbox: 0.2587, s0.loss_mask: 0.2610, s1.loss_cls: 0.0950, s1.acc: 93.5800, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1273, s2.loss_cls: 0.0449, s2.acc: 93.8156, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0595, loss: 1.2827 +2025-07-01 03:00:52,052 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 3 days, 1:29:36, time: 0.951, data_time: 0.022, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1963, s0.acc: 93.5122, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2570, s1.loss_cls: 0.0919, s1.acc: 93.7666, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1256, s2.loss_cls: 0.0438, s2.acc: 93.8872, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0587, loss: 1.2382 +2025-07-01 03:01:40,048 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 3 days, 1:25:31, time: 0.960, data_time: 0.027, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1968, s0.acc: 93.4583, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2617, s1.loss_cls: 0.0920, s1.acc: 93.7334, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1284, s2.loss_cls: 0.0440, s2.acc: 93.8133, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0598, loss: 1.2585 +2025-07-01 03:02:27,876 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 3 days, 1:21:21, time: 0.957, data_time: 0.025, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1967, s0.acc: 93.4900, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2583, s1.loss_cls: 0.0904, s1.acc: 93.8274, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1274, s2.loss_cls: 0.0429, s2.acc: 93.8697, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0593, loss: 1.2481 +2025-07-01 03:03:36,719 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 3 days, 1:40:20, time: 1.377, data_time: 0.021, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1914, s0.acc: 93.7693, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2554, s1.loss_cls: 0.0894, s1.acc: 94.1087, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1252, s2.loss_cls: 0.0421, s2.acc: 94.1385, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0581, loss: 1.2145 +2025-07-01 03:04:24,347 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 03:04:24,347 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 3 days, 1:35:47, time: 0.952, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1925, s0.acc: 93.6650, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2552, s1.loss_cls: 0.0892, s1.acc: 94.0303, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1242, s2.loss_cls: 0.0425, s2.acc: 94.1391, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0575, loss: 1.2190 +2025-07-01 03:05:11,701 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 3 days, 1:31:05, time: 0.948, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1915, s0.acc: 93.8267, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2548, s1.loss_cls: 0.0876, s1.acc: 94.1820, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1250, s2.loss_cls: 0.0417, s2.acc: 94.2707, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0581, loss: 1.2099 +2025-07-01 03:05:58,548 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 3 days, 1:25:55, time: 0.937, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1976, s0.acc: 93.6394, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2588, s1.loss_cls: 0.0920, s1.acc: 93.9674, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1251, s2.loss_cls: 0.0434, s2.acc: 94.1204, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0578, loss: 1.2257 +2025-07-01 03:06:46,207 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 3 days, 1:21:42, time: 0.953, data_time: 0.026, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2016, s0.acc: 93.3496, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2618, s1.loss_cls: 0.0939, s1.acc: 93.6695, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1283, s2.loss_cls: 0.0442, s2.acc: 93.8792, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0599, loss: 1.2666 +2025-07-01 03:07:33,755 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 3 days, 1:17:28, time: 0.951, data_time: 0.022, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1966, s0.acc: 93.6460, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2487, s1.loss_cls: 0.0912, s1.acc: 93.9604, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1219, s2.loss_cls: 0.0429, s2.acc: 94.1913, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.2291 +2025-07-01 03:08:21,235 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 3 days, 1:13:14, time: 0.950, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1921, s0.acc: 93.6863, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2503, s1.loss_cls: 0.0884, s1.acc: 94.1198, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1220, s2.loss_cls: 0.0417, s2.acc: 94.2524, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0570, loss: 1.2182 +2025-07-01 03:09:08,818 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 3 days, 1:09:12, time: 0.952, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1863, s0.acc: 93.6426, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2564, s1.loss_cls: 0.0856, s1.acc: 93.9824, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1251, s2.loss_cls: 0.0413, s2.acc: 94.0056, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0590, loss: 1.2267 +2025-07-01 03:09:58,784 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 3 days, 1:07:35, time: 0.999, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1778, s0.acc: 94.0630, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2511, s1.loss_cls: 0.0814, s1.acc: 94.3970, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1243, s2.loss_cls: 0.0392, s2.acc: 94.4278, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0583, loss: 1.1738 +2025-07-01 03:11:04,196 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 3 days, 1:21:11, time: 1.308, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1880, s0.acc: 93.8015, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2631, s1.loss_cls: 0.0852, s1.acc: 94.1800, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1276, s2.loss_cls: 0.0406, s2.acc: 94.2825, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0594, loss: 1.2246 +2025-07-01 03:11:51,535 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 3 days, 1:16:54, time: 0.947, data_time: 0.025, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1907, s0.acc: 93.7151, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2510, s1.loss_cls: 0.0879, s1.acc: 93.9850, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1225, s2.loss_cls: 0.0419, s2.acc: 94.1335, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0573, loss: 1.2095 +2025-07-01 03:12:38,738 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 3 days, 1:12:33, time: 0.944, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1826, s0.acc: 93.9856, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2498, s1.loss_cls: 0.0846, s1.acc: 94.2726, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1230, s2.loss_cls: 0.0400, s2.acc: 94.3658, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0576, loss: 1.1868 +2025-07-01 03:13:26,038 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 3 days, 1:08:22, time: 0.946, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1787, s0.acc: 93.9932, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2532, s1.loss_cls: 0.0827, s1.acc: 94.2310, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1238, s2.loss_cls: 0.0398, s2.acc: 94.3361, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0577, loss: 1.1782 +2025-07-01 03:14:12,892 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 3 days, 1:03:49, time: 0.936, data_time: 0.019, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1838, s0.acc: 93.9631, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2519, s1.loss_cls: 0.0854, s1.acc: 94.1786, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1247, s2.loss_cls: 0.0412, s2.acc: 94.2095, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0586, loss: 1.1853 +2025-07-01 03:15:00,299 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 3 days, 0:59:54, time: 0.948, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1933, s0.acc: 93.6514, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2546, s1.loss_cls: 0.0880, s1.acc: 94.0945, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1255, s2.loss_cls: 0.0424, s2.acc: 93.9979, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0587, loss: 1.2317 +2025-07-01 03:15:47,331 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 3 days, 0:55:43, time: 0.941, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1975, s0.acc: 93.5388, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2512, s1.loss_cls: 0.0914, s1.acc: 93.8258, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1223, s2.loss_cls: 0.0433, s2.acc: 93.9750, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0568, loss: 1.2255 +2025-07-01 03:16:34,880 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 3 days, 0:52:03, time: 0.951, data_time: 0.024, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1988, s0.acc: 93.5164, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2546, s1.loss_cls: 0.0916, s1.acc: 93.8028, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1236, s2.loss_cls: 0.0436, s2.acc: 93.8836, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0577, loss: 1.2397 +2025-07-01 03:17:39,932 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 3 days, 1:04:12, time: 1.301, data_time: 0.025, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1917, s0.acc: 93.6448, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2518, s1.loss_cls: 0.0891, s1.acc: 93.9072, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1237, s2.loss_cls: 0.0422, s2.acc: 94.0797, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0578, loss: 1.2131 +2025-07-01 03:18:27,122 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 3 days, 1:00:10, time: 0.944, data_time: 0.023, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1899, s0.acc: 93.6860, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2505, s1.loss_cls: 0.0871, s1.acc: 94.0466, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1228, s2.loss_cls: 0.0416, s2.acc: 94.1475, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0574, loss: 1.2101 +2025-07-01 03:19:14,360 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 3 days, 0:56:14, time: 0.945, data_time: 0.025, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1955, s0.acc: 93.5068, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2523, s1.loss_cls: 0.0913, s1.acc: 93.7047, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1238, s2.loss_cls: 0.0435, s2.acc: 93.8104, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0577, loss: 1.2409 +2025-07-01 03:20:02,787 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 3 days, 0:53:25, time: 0.969, data_time: 0.027, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1903, s0.acc: 93.6008, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2535, s1.loss_cls: 0.0883, s1.acc: 93.8601, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1244, s2.loss_cls: 0.0417, s2.acc: 93.9583, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0581, loss: 1.2328 +2025-07-01 03:20:49,940 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 03:20:49,940 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 3 days, 0:49:32, time: 0.943, data_time: 0.021, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1851, s0.acc: 94.0535, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2483, s1.loss_cls: 0.0869, s1.acc: 94.1804, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1230, s2.loss_cls: 0.0413, s2.acc: 94.2658, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0571, loss: 1.1749 +2025-07-01 03:21:37,204 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 3 days, 0:45:48, time: 0.945, data_time: 0.030, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1942, s0.acc: 93.5583, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2500, s1.loss_cls: 0.0899, s1.acc: 93.7811, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1230, s2.loss_cls: 0.0433, s2.acc: 93.8826, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0580, loss: 1.2278 +2025-07-01 03:22:24,310 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 3 days, 0:42:01, time: 0.942, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1903, s0.acc: 93.8655, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2532, s1.loss_cls: 0.0887, s1.acc: 94.0975, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1246, s2.loss_cls: 0.0422, s2.acc: 94.1990, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0582, loss: 1.2042 +2025-07-01 03:23:11,574 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 3 days, 0:38:24, time: 0.945, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1860, s0.acc: 93.7881, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2574, s1.loss_cls: 0.0857, s1.acc: 94.1497, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1254, s2.loss_cls: 0.0409, s2.acc: 94.2396, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0590, loss: 1.2215 +2025-07-01 03:24:16,853 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 3 days, 0:49:47, time: 1.305, data_time: 0.030, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1978, s0.acc: 93.5884, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2568, s1.loss_cls: 0.0915, s1.acc: 93.9495, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1265, s2.loss_cls: 0.0435, s2.acc: 94.1041, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0590, loss: 1.2430 +2025-07-01 03:25:04,575 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 3 days, 0:46:31, time: 0.955, data_time: 0.022, memory: 14462, balance_loss: 0.0007, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2013, s0.acc: 93.2903, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2627, s1.loss_cls: 0.0929, s1.acc: 93.6510, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1265, s2.loss_cls: 0.0440, s2.acc: 93.8141, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0590, loss: 1.2698 +2025-07-01 03:25:52,225 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 3 days, 0:43:13, time: 0.952, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1970, s0.acc: 93.4778, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2601, s1.loss_cls: 0.0911, s1.acc: 93.8342, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1258, s2.loss_cls: 0.0428, s2.acc: 94.0173, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0584, loss: 1.2543 +2025-07-01 03:26:39,585 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 3 days, 0:39:46, time: 0.948, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1942, s0.acc: 93.5469, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2583, s1.loss_cls: 0.0897, s1.acc: 93.8577, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1250, s2.loss_cls: 0.0423, s2.acc: 93.9556, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0581, loss: 1.2390 +2025-07-01 03:27:27,318 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 3 days, 0:36:38, time: 0.955, data_time: 0.020, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1929, s0.acc: 93.6858, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2521, s1.loss_cls: 0.0890, s1.acc: 94.0603, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1222, s2.loss_cls: 0.0424, s2.acc: 94.1715, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0575, loss: 1.2078 +2025-07-01 03:28:14,935 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 3 days, 0:33:28, time: 0.952, data_time: 0.021, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1926, s0.acc: 93.7114, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2501, s1.loss_cls: 0.0903, s1.acc: 93.9197, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1223, s2.loss_cls: 0.0423, s2.acc: 94.0751, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0571, loss: 1.2138 +2025-07-01 03:29:01,976 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 3 days, 0:29:53, time: 0.941, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1948, s0.acc: 93.6426, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2514, s1.loss_cls: 0.0903, s1.acc: 93.8819, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1239, s2.loss_cls: 0.0434, s2.acc: 93.9313, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0580, loss: 1.2244 +2025-07-01 03:29:49,436 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 3 days, 0:26:41, time: 0.949, data_time: 0.021, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1949, s0.acc: 93.5515, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2545, s1.loss_cls: 0.0910, s1.acc: 93.8386, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1233, s2.loss_cls: 0.0435, s2.acc: 93.9256, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0571, loss: 1.2390 +2025-07-01 03:30:42,792 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 3 days, 0:28:03, time: 1.067, data_time: 0.024, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1932, s0.acc: 93.6335, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2517, s1.loss_cls: 0.0896, s1.acc: 93.8451, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1234, s2.loss_cls: 0.0425, s2.acc: 94.0835, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0573, loss: 1.2265 +2025-07-01 03:31:43,941 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 3 days, 0:35:19, time: 1.223, data_time: 0.024, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2064, s0.acc: 93.2832, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2544, s1.loss_cls: 0.0955, s1.acc: 93.6912, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1234, s2.loss_cls: 0.0459, s2.acc: 93.7105, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0574, loss: 1.2636 +2025-07-01 03:32:31,127 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 3 days, 0:31:54, time: 0.944, data_time: 0.023, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1933, s0.acc: 93.5608, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2473, s1.loss_cls: 0.0896, s1.acc: 93.8007, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1221, s2.loss_cls: 0.0424, s2.acc: 93.9840, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0569, loss: 1.2157 +2025-07-01 03:33:19,351 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 3 days, 0:29:18, time: 0.964, data_time: 0.026, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2015, s0.acc: 93.3481, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2586, s1.loss_cls: 0.0948, s1.acc: 93.5365, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1276, s2.loss_cls: 0.0452, s2.acc: 93.7174, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0597, loss: 1.2717 +2025-07-01 03:34:07,315 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 3 days, 0:26:31, time: 0.959, data_time: 0.031, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2050, s0.acc: 93.2883, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2538, s1.loss_cls: 0.0951, s1.acc: 93.5139, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1227, s2.loss_cls: 0.0447, s2.acc: 93.7329, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0572, loss: 1.2679 +2025-07-01 03:34:55,182 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 3 days, 0:23:44, time: 0.958, data_time: 0.031, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1882, s0.acc: 93.7317, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2469, s1.loss_cls: 0.0880, s1.acc: 94.0202, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1222, s2.loss_cls: 0.0420, s2.acc: 94.1481, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0568, loss: 1.2027 +2025-07-01 03:35:43,486 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 3 days, 0:21:18, time: 0.966, data_time: 0.032, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2108, s0.acc: 93.1794, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2586, s1.loss_cls: 0.0969, s1.acc: 93.4884, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1266, s2.loss_cls: 0.0463, s2.acc: 93.6006, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0592, loss: 1.2924 +2025-07-01 03:36:31,840 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 3 days, 0:18:55, time: 0.967, data_time: 0.024, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1899, s0.acc: 93.6255, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2526, s1.loss_cls: 0.0888, s1.acc: 93.8498, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1235, s2.loss_cls: 0.0422, s2.acc: 94.0460, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0575, loss: 1.2170 +2025-07-01 03:37:19,591 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 03:37:19,592 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 3 days, 0:16:08, time: 0.955, data_time: 0.026, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1976, s0.acc: 93.5256, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2509, s1.loss_cls: 0.0920, s1.acc: 93.8762, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1232, s2.loss_cls: 0.0436, s2.acc: 93.9959, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0573, loss: 1.2306 +2025-07-01 03:38:25,918 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 3 days, 0:26:34, time: 1.327, data_time: 0.026, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1958, s0.acc: 93.5103, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2457, s1.loss_cls: 0.0917, s1.acc: 93.7377, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1224, s2.loss_cls: 0.0441, s2.acc: 93.8187, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0572, loss: 1.2209 +2025-07-01 03:39:13,438 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 3 days, 0:23:34, time: 0.950, data_time: 0.028, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1872, s0.acc: 93.8101, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2395, s1.loss_cls: 0.0863, s1.acc: 94.1911, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1192, s2.loss_cls: 0.0415, s2.acc: 94.2787, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0560, loss: 1.1691 +2025-07-01 03:40:01,033 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 3 days, 0:20:40, time: 0.952, data_time: 0.023, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1846, s0.acc: 93.8750, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2523, s1.loss_cls: 0.0857, s1.acc: 94.1640, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1221, s2.loss_cls: 0.0417, s2.acc: 94.1576, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0566, loss: 1.2009 +2025-07-01 03:40:48,649 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 3 days, 0:17:49, time: 0.952, data_time: 0.028, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1960, s0.acc: 93.4419, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2561, s1.loss_cls: 0.0914, s1.acc: 93.7321, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1249, s2.loss_cls: 0.0430, s2.acc: 93.9143, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0583, loss: 1.2439 +2025-07-01 03:41:36,517 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 3 days, 0:15:09, time: 0.957, data_time: 0.032, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1848, s0.acc: 93.7603, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2458, s1.loss_cls: 0.0864, s1.acc: 94.0219, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1214, s2.loss_cls: 0.0418, s2.acc: 94.0009, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0565, loss: 1.1855 +2025-07-01 03:42:24,522 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 3 days, 0:12:38, time: 0.960, data_time: 0.027, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1924, s0.acc: 93.7043, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2555, s1.loss_cls: 0.0887, s1.acc: 93.9963, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1253, s2.loss_cls: 0.0417, s2.acc: 94.1763, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0578, loss: 1.2181 +2025-07-01 03:43:12,535 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 3 days, 0:10:07, time: 0.960, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1990, s0.acc: 93.4216, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2520, s1.loss_cls: 0.0921, s1.acc: 93.6456, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1246, s2.loss_cls: 0.0435, s2.acc: 93.8587, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0584, loss: 1.2376 +2025-07-01 03:43:59,977 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 3 days, 0:07:17, time: 0.949, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1901, s0.acc: 93.7708, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2510, s1.loss_cls: 0.0883, s1.acc: 94.0518, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1235, s2.loss_cls: 0.0422, s2.acc: 94.1278, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0574, loss: 1.2125 +2025-07-01 03:45:10,116 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 3 days, 0:19:33, time: 1.403, data_time: 0.021, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1852, s0.acc: 93.8545, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2511, s1.loss_cls: 0.0871, s1.acc: 94.0482, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1234, s2.loss_cls: 0.0419, s2.acc: 94.1233, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0578, loss: 1.1966 +2025-07-01 03:45:58,140 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 3 days, 0:17:02, time: 0.961, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1909, s0.acc: 93.8059, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2529, s1.loss_cls: 0.0870, s1.acc: 94.1253, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1247, s2.loss_cls: 0.0417, s2.acc: 94.2574, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0582, loss: 1.2224 +2025-07-01 03:46:45,296 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 3 days, 0:13:58, time: 0.943, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1846, s0.acc: 93.8230, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2539, s1.loss_cls: 0.0872, s1.acc: 94.0153, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1234, s2.loss_cls: 0.0413, s2.acc: 94.1928, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0575, loss: 1.1993 +2025-07-01 03:47:33,711 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 3 days, 0:11:45, time: 0.968, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1941, s0.acc: 93.5522, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2472, s1.loss_cls: 0.0911, s1.acc: 93.8164, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1219, s2.loss_cls: 0.0433, s2.acc: 93.9638, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0573, loss: 1.2218 +2025-07-01 03:48:21,737 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 3 days, 0:09:18, time: 0.960, data_time: 0.027, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1927, s0.acc: 93.6816, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2542, s1.loss_cls: 0.0900, s1.acc: 93.9936, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1242, s2.loss_cls: 0.0427, s2.acc: 94.1388, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0578, loss: 1.2320 +2025-07-01 03:49:09,363 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 3 days, 0:06:38, time: 0.953, data_time: 0.020, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1942, s0.acc: 93.5449, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2505, s1.loss_cls: 0.0909, s1.acc: 93.8117, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1226, s2.loss_cls: 0.0440, s2.acc: 93.8086, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0577, loss: 1.2291 +2025-07-01 03:49:57,888 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 3 days, 0:04:33, time: 0.971, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1979, s0.acc: 93.2837, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2483, s1.loss_cls: 0.0910, s1.acc: 93.7650, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1213, s2.loss_cls: 0.0434, s2.acc: 93.8293, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0571, loss: 1.2413 +2025-07-01 03:50:46,051 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 3 days, 0:02:16, time: 0.963, data_time: 0.027, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2046, s0.acc: 93.3635, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2554, s1.loss_cls: 0.0955, s1.acc: 93.5544, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1233, s2.loss_cls: 0.0459, s2.acc: 93.6632, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0577, loss: 1.2570 +2025-07-01 03:51:43,716 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 3 days, 0:05:56, time: 1.153, data_time: 0.026, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1987, s0.acc: 93.3337, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2528, s1.loss_cls: 0.0922, s1.acc: 93.6253, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1241, s2.loss_cls: 0.0444, s2.acc: 93.6931, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0580, loss: 1.2609 +2025-07-01 03:52:41,774 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 3 days, 0:09:48, time: 1.162, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1857, s0.acc: 94.0002, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2484, s1.loss_cls: 0.0856, s1.acc: 94.2718, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1227, s2.loss_cls: 0.0409, s2.acc: 94.3178, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0579, loss: 1.1859 +2025-07-01 03:53:29,481 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 3 days, 0:07:12, time: 0.954, data_time: 0.023, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1900, s0.acc: 93.7246, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2551, s1.loss_cls: 0.0870, s1.acc: 94.0621, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1249, s2.loss_cls: 0.0421, s2.acc: 94.0949, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0588, loss: 1.2212 +2025-07-01 03:54:17,177 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 03:54:17,178 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 3 days, 0:04:38, time: 0.954, data_time: 0.020, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1908, s0.acc: 93.7444, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2502, s1.loss_cls: 0.0876, s1.acc: 94.0672, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1221, s2.loss_cls: 0.0413, s2.acc: 94.1364, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0567, loss: 1.2152 +2025-07-01 03:55:05,090 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 3 days, 0:02:13, time: 0.958, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1980, s0.acc: 93.4646, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2530, s1.loss_cls: 0.0919, s1.acc: 93.7655, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1238, s2.loss_cls: 0.0437, s2.acc: 93.8987, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0575, loss: 1.2383 +2025-07-01 03:55:52,715 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 2 days, 23:59:39, time: 0.953, data_time: 0.025, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1935, s0.acc: 93.5198, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2489, s1.loss_cls: 0.0903, s1.acc: 93.7800, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1220, s2.loss_cls: 0.0429, s2.acc: 93.9988, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0568, loss: 1.2192 +2025-07-01 03:56:40,709 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 2 days, 23:57:20, time: 0.960, data_time: 0.026, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1919, s0.acc: 93.5840, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2569, s1.loss_cls: 0.0907, s1.acc: 93.8349, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1241, s2.loss_cls: 0.0440, s2.acc: 93.8124, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0577, loss: 1.2348 +2025-07-01 03:57:28,359 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 2 days, 23:54:50, time: 0.953, data_time: 0.023, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1899, s0.acc: 93.8411, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2445, s1.loss_cls: 0.0885, s1.acc: 94.0789, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1207, s2.loss_cls: 0.0427, s2.acc: 94.1558, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0566, loss: 1.1982 +2025-07-01 03:58:15,272 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 2 days, 23:51:55, time: 0.938, data_time: 0.021, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1795, s0.acc: 94.1296, s0.loss_bbox: 0.2281, s0.loss_mask: 0.2486, s1.loss_cls: 0.0840, s1.acc: 94.3257, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1218, s2.loss_cls: 0.0402, s2.acc: 94.4184, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0570, loss: 1.1672 +2025-07-01 03:59:19,601 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 2 days, 23:59:14, time: 1.287, data_time: 0.022, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1924, s0.acc: 93.6135, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2582, s1.loss_cls: 0.0899, s1.acc: 93.8356, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1270, s2.loss_cls: 0.0431, s2.acc: 93.8137, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0594, loss: 1.2410 +2025-07-01 03:59:56,709 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-07-01 04:03:15,997 - mmdet - INFO - Evaluating bbox... +2025-07-01 04:03:49,544 - mmdet - INFO - Evaluating segm... +2025-07-01 04:04:23,304 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 04:04:23,304 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.4160, bbox_mAP_50: 0.5970, bbox_mAP_75: 0.4530, bbox_mAP_s: 0.2310, bbox_mAP_m: 0.4400, bbox_mAP_l: 0.5740, bbox_mAP_copypaste: 0.416 0.597 0.453 0.231 0.440 0.574, segm_mAP: 0.3600, segm_mAP_50: 0.5690, segm_mAP_75: 0.3840, segm_mAP_s: 0.1820, segm_mAP_m: 0.3840, segm_mAP_l: 0.5190, segm_mAP_copypaste: 0.360 0.569 0.384 0.182 0.384 0.519 +2025-07-01 04:06:32,436 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 3 days, 0:25:52, time: 2.582, data_time: 1.552, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1949, s0.acc: 93.4924, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2511, s1.loss_cls: 0.0901, s1.acc: 93.8591, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1237, s2.loss_cls: 0.0426, s2.acc: 93.9751, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0580, loss: 1.2340 +2025-07-01 04:07:27,692 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 3 days, 0:27:33, time: 1.105, data_time: 0.032, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1882, s0.acc: 93.7842, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2464, s1.loss_cls: 0.0871, s1.acc: 94.1846, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1224, s2.loss_cls: 0.0417, s2.acc: 94.2129, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0569, loss: 1.2036 +2025-07-01 04:08:19,824 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 3 days, 0:27:26, time: 1.042, data_time: 0.037, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1919, s0.acc: 93.5630, s0.loss_bbox: 0.2568, s0.loss_mask: 0.2531, s1.loss_cls: 0.0889, s1.acc: 93.9122, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1246, s2.loss_cls: 0.0423, s2.acc: 94.0262, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0579, loss: 1.2441 +2025-07-01 04:09:11,405 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 3 days, 0:26:58, time: 1.031, data_time: 0.033, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1928, s0.acc: 93.5027, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2474, s1.loss_cls: 0.0884, s1.acc: 93.9078, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1219, s2.loss_cls: 0.0429, s2.acc: 93.8531, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0573, loss: 1.2274 +2025-07-01 04:10:02,749 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 3 days, 0:26:24, time: 1.027, data_time: 0.030, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1891, s0.acc: 93.7676, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2528, s1.loss_cls: 0.0883, s1.acc: 93.9901, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1245, s2.loss_cls: 0.0420, s2.acc: 94.0324, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0582, loss: 1.2227 +2025-07-01 04:11:12,971 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 3 days, 0:36:23, time: 1.405, data_time: 0.036, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1912, s0.acc: 93.6672, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2513, s1.loss_cls: 0.0883, s1.acc: 94.0001, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1230, s2.loss_cls: 0.0419, s2.acc: 94.1178, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0572, loss: 1.2184 +2025-07-01 04:12:02,930 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 3 days, 0:34:57, time: 0.999, data_time: 0.031, memory: 14462, balance_loss: 0.0006, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1842, s0.acc: 93.8582, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2505, s1.loss_cls: 0.0850, s1.acc: 94.1799, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1226, s2.loss_cls: 0.0409, s2.acc: 94.2185, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0567, loss: 1.1991 +2025-07-01 04:12:52,500 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 3 days, 0:33:19, time: 0.992, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1842, s0.acc: 93.9114, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2493, s1.loss_cls: 0.0855, s1.acc: 94.2061, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1228, s2.loss_cls: 0.0403, s2.acc: 94.3518, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0576, loss: 1.1895 +2025-07-01 04:13:42,782 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 3 days, 0:32:05, time: 1.006, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1985, s0.acc: 93.4343, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2557, s1.loss_cls: 0.0922, s1.acc: 93.7057, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1261, s2.loss_cls: 0.0442, s2.acc: 93.8305, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0592, loss: 1.2579 +2025-07-01 04:14:35,364 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 3 days, 0:32:06, time: 1.051, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1872, s0.acc: 93.8494, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2535, s1.loss_cls: 0.0865, s1.acc: 94.1065, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1238, s2.loss_cls: 0.0412, s2.acc: 94.2293, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0580, loss: 1.1981 +2025-07-01 04:15:24,653 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 3 days, 0:30:19, time: 0.985, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1841, s0.acc: 93.8269, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2496, s1.loss_cls: 0.0859, s1.acc: 94.0702, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1227, s2.loss_cls: 0.0406, s2.acc: 94.1771, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0575, loss: 1.1980 +2025-07-01 04:16:14,544 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 3 days, 0:28:54, time: 0.998, data_time: 0.042, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1924, s0.acc: 93.6411, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2486, s1.loss_cls: 0.0899, s1.acc: 93.8697, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1227, s2.loss_cls: 0.0427, s2.acc: 93.9889, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0575, loss: 1.2266 +2025-07-01 04:17:04,209 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 3 days, 0:27:21, time: 0.993, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1840, s0.acc: 93.7815, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2498, s1.loss_cls: 0.0860, s1.acc: 93.9986, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1226, s2.loss_cls: 0.0413, s2.acc: 94.1192, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0577, loss: 1.2001 +2025-07-01 04:18:09,549 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 3 days, 0:34:08, time: 1.307, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1816, s0.acc: 94.1008, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2452, s1.loss_cls: 0.0836, s1.acc: 94.3073, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1198, s2.loss_cls: 0.0403, s2.acc: 94.3739, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0558, loss: 1.1724 +2025-07-01 04:19:00,339 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 3 days, 0:33:08, time: 1.016, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1872, s0.acc: 93.8127, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2473, s1.loss_cls: 0.0859, s1.acc: 94.1072, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1216, s2.loss_cls: 0.0405, s2.acc: 94.3377, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1993 +2025-07-01 04:19:48,911 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 3 days, 0:30:59, time: 0.971, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1918, s0.acc: 93.6199, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2424, s1.loss_cls: 0.0899, s1.acc: 93.8931, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1196, s2.loss_cls: 0.0431, s2.acc: 93.8683, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0562, loss: 1.2105 +2025-07-01 04:20:37,770 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 3 days, 0:29:00, time: 0.977, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1850, s0.acc: 93.6921, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2465, s1.loss_cls: 0.0860, s1.acc: 93.9574, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1216, s2.loss_cls: 0.0418, s2.acc: 94.0291, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0571, loss: 1.2011 +2025-07-01 04:21:25,823 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 3 days, 0:26:37, time: 0.961, data_time: 0.035, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1811, s0.acc: 93.8953, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2459, s1.loss_cls: 0.0834, s1.acc: 94.2083, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1212, s2.loss_cls: 0.0407, s2.acc: 94.1727, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0559, loss: 1.1831 +2025-07-01 04:22:17,003 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 3 days, 0:25:51, time: 1.023, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1967, s0.acc: 93.4736, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2466, s1.loss_cls: 0.0902, s1.acc: 93.8746, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1203, s2.loss_cls: 0.0422, s2.acc: 94.0542, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0557, loss: 1.2197 +2025-07-01 04:23:05,397 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 3 days, 0:23:40, time: 0.968, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1835, s0.acc: 93.7422, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2502, s1.loss_cls: 0.0853, s1.acc: 94.0856, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1232, s2.loss_cls: 0.0408, s2.acc: 94.0999, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0575, loss: 1.1945 +2025-07-01 04:23:54,012 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 3 days, 0:21:36, time: 0.972, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1954, s0.acc: 93.3464, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2501, s1.loss_cls: 0.0900, s1.acc: 93.6758, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1228, s2.loss_cls: 0.0431, s2.acc: 93.8306, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0571, loss: 1.2490 +2025-07-01 04:24:45,885 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 3 days, 0:21:12, time: 1.037, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1851, s0.acc: 93.8269, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2432, s1.loss_cls: 0.0864, s1.acc: 94.0419, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1209, s2.loss_cls: 0.0414, s2.acc: 94.0728, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.1909 +2025-07-01 04:25:48,937 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 3 days, 0:26:25, time: 1.261, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1824, s0.acc: 93.9775, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2508, s1.loss_cls: 0.0842, s1.acc: 94.2893, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1237, s2.loss_cls: 0.0400, s2.acc: 94.5119, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0578, loss: 1.1839 +2025-07-01 04:26:37,930 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 3 days, 0:24:32, time: 0.980, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1891, s0.acc: 93.7312, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2481, s1.loss_cls: 0.0890, s1.acc: 93.9186, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1223, s2.loss_cls: 0.0421, s2.acc: 94.0064, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0572, loss: 1.2060 +2025-07-01 04:27:26,720 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 3 days, 0:22:34, time: 0.976, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2002, s0.acc: 93.3228, s0.loss_bbox: 0.2592, s0.loss_mask: 0.2587, s1.loss_cls: 0.0935, s1.acc: 93.5872, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1275, s2.loss_cls: 0.0448, s2.acc: 93.6486, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0596, loss: 1.2764 +2025-07-01 04:28:15,830 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 3 days, 0:20:46, time: 0.982, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1932, s0.acc: 93.6030, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2473, s1.loss_cls: 0.0890, s1.acc: 93.8674, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1210, s2.loss_cls: 0.0426, s2.acc: 94.0361, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0561, loss: 1.2172 +2025-07-01 04:29:06,344 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 3 days, 0:19:40, time: 1.010, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1874, s0.acc: 93.7673, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2513, s1.loss_cls: 0.0871, s1.acc: 94.0271, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1219, s2.loss_cls: 0.0415, s2.acc: 94.0721, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0571, loss: 1.2107 +2025-07-01 04:29:54,323 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 3 days, 0:17:20, time: 0.959, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1832, s0.acc: 93.9578, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2415, s1.loss_cls: 0.0846, s1.acc: 94.2278, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1178, s2.loss_cls: 0.0402, s2.acc: 94.3005, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0552, loss: 1.1714 +2025-07-01 04:30:42,774 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 3 days, 0:15:16, time: 0.969, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1903, s0.acc: 93.5020, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2454, s1.loss_cls: 0.0888, s1.acc: 93.8324, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1204, s2.loss_cls: 0.0421, s2.acc: 94.0030, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0563, loss: 1.2131 +2025-07-01 04:31:31,371 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 3 days, 0:13:16, time: 0.972, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1922, s0.acc: 93.4880, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2476, s1.loss_cls: 0.0882, s1.acc: 93.8257, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1212, s2.loss_cls: 0.0424, s2.acc: 93.8766, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0567, loss: 1.2263 +2025-07-01 04:32:34,981 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 3 days, 0:18:27, time: 1.272, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1837, s0.acc: 93.7917, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2500, s1.loss_cls: 0.0863, s1.acc: 94.0064, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1228, s2.loss_cls: 0.0412, s2.acc: 94.1603, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0575, loss: 1.1959 +2025-07-01 04:33:22,737 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 3 days, 0:16:02, time: 0.955, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1884, s0.acc: 93.7129, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2494, s1.loss_cls: 0.0879, s1.acc: 93.9646, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1219, s2.loss_cls: 0.0423, s2.acc: 93.9704, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0570, loss: 1.2155 +2025-07-01 04:34:10,521 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 3 days, 0:13:40, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1856, s0.acc: 93.7886, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2469, s1.loss_cls: 0.0880, s1.acc: 93.9522, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1209, s2.loss_cls: 0.0418, s2.acc: 94.0320, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0562, loss: 1.1932 +2025-07-01 04:34:58,276 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 3 days, 0:11:17, time: 0.955, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1863, s0.acc: 93.8127, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2519, s1.loss_cls: 0.0871, s1.acc: 94.0400, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1233, s2.loss_cls: 0.0408, s2.acc: 94.2994, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0577, loss: 1.2023 +2025-07-01 04:35:48,317 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 3 days, 0:09:59, time: 1.000, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1943, s0.acc: 93.6443, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2540, s1.loss_cls: 0.0894, s1.acc: 93.9250, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1235, s2.loss_cls: 0.0427, s2.acc: 94.0325, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0575, loss: 1.2322 +2025-07-01 04:36:36,795 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 3 days, 0:07:59, time: 0.970, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1984, s0.acc: 93.3506, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2553, s1.loss_cls: 0.0926, s1.acc: 93.6762, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1249, s2.loss_cls: 0.0442, s2.acc: 93.7991, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0582, loss: 1.2469 +2025-07-01 04:37:24,261 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 3 days, 0:05:31, time: 0.949, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1886, s0.acc: 93.8684, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2482, s1.loss_cls: 0.0868, s1.acc: 94.1703, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1210, s2.loss_cls: 0.0415, s2.acc: 94.2262, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0562, loss: 1.1876 +2025-07-01 04:38:12,083 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 3 days, 0:03:14, time: 0.956, data_time: 0.034, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1911, s0.acc: 93.6467, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2515, s1.loss_cls: 0.0893, s1.acc: 93.9006, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1231, s2.loss_cls: 0.0427, s2.acc: 94.0075, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0574, loss: 1.2184 +2025-07-01 04:39:17,274 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 3 days, 0:08:54, time: 1.304, data_time: 0.036, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1857, s0.acc: 93.7935, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2474, s1.loss_cls: 0.0852, s1.acc: 94.1067, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1217, s2.loss_cls: 0.0409, s2.acc: 94.2980, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0569, loss: 1.1866 +2025-07-01 04:40:05,643 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 3 days, 0:06:51, time: 0.967, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1926, s0.acc: 93.5237, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2525, s1.loss_cls: 0.0888, s1.acc: 93.7998, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1250, s2.loss_cls: 0.0424, s2.acc: 93.9474, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0584, loss: 1.2390 +2025-07-01 04:40:54,075 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 3 days, 0:04:49, time: 0.968, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1930, s0.acc: 93.5420, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2538, s1.loss_cls: 0.0894, s1.acc: 93.8615, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1247, s2.loss_cls: 0.0429, s2.acc: 93.8699, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0583, loss: 1.2282 +2025-07-01 04:41:41,617 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 3 days, 0:02:26, time: 0.951, data_time: 0.026, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1922, s0.acc: 93.7058, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2541, s1.loss_cls: 0.0883, s1.acc: 94.0397, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1241, s2.loss_cls: 0.0421, s2.acc: 94.2034, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0582, loss: 1.2174 +2025-07-01 04:42:29,995 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 3 days, 0:00:26, time: 0.967, data_time: 0.025, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1883, s0.acc: 93.6096, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2508, s1.loss_cls: 0.0870, s1.acc: 93.9416, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1220, s2.loss_cls: 0.0415, s2.acc: 94.1826, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.2174 +2025-07-01 04:43:20,174 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 2 days, 23:59:14, time: 1.004, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1758, s0.acc: 94.1099, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2470, s1.loss_cls: 0.0823, s1.acc: 94.4064, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1195, s2.loss_cls: 0.0393, s2.acc: 94.4885, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0560, loss: 1.1654 +2025-07-01 04:44:07,839 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 2 days, 23:56:57, time: 0.953, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1926, s0.acc: 93.6938, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2529, s1.loss_cls: 0.0885, s1.acc: 93.9860, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1230, s2.loss_cls: 0.0423, s2.acc: 94.1231, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0575, loss: 1.2148 +2025-07-01 04:44:56,139 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 2 days, 23:54:55, time: 0.965, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1958, s0.acc: 93.3455, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2543, s1.loss_cls: 0.0924, s1.acc: 93.5631, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1256, s2.loss_cls: 0.0443, s2.acc: 93.6058, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0586, loss: 1.2525 +2025-07-01 04:45:46,549 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 2 days, 23:53:52, time: 1.009, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1935, s0.acc: 93.6213, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2512, s1.loss_cls: 0.0884, s1.acc: 93.9312, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1239, s2.loss_cls: 0.0421, s2.acc: 94.0178, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0579, loss: 1.2227 +2025-07-01 04:46:47,354 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 2 days, 23:57:19, time: 1.215, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1821, s0.acc: 93.9270, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2454, s1.loss_cls: 0.0844, s1.acc: 94.2418, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1211, s2.loss_cls: 0.0403, s2.acc: 94.3320, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0567, loss: 1.1715 +2025-07-01 04:47:35,305 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 2 days, 23:55:10, time: 0.959, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1933, s0.acc: 93.6545, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2539, s1.loss_cls: 0.0892, s1.acc: 93.9156, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1235, s2.loss_cls: 0.0427, s2.acc: 94.0845, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0579, loss: 1.2198 +2025-07-01 04:48:22,931 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 2 days, 23:52:54, time: 0.953, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1797, s0.acc: 93.9817, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2491, s1.loss_cls: 0.0838, s1.acc: 94.2445, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1214, s2.loss_cls: 0.0402, s2.acc: 94.3238, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0567, loss: 1.1828 +2025-07-01 04:49:10,963 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 2 days, 23:50:48, time: 0.961, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1818, s0.acc: 93.9094, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2472, s1.loss_cls: 0.0840, s1.acc: 94.1995, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1217, s2.loss_cls: 0.0400, s2.acc: 94.3585, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0567, loss: 1.1879 +2025-07-01 04:50:01,484 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 2 days, 23:49:47, time: 1.010, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1961, s0.acc: 93.5647, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2459, s1.loss_cls: 0.0906, s1.acc: 93.8830, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1218, s2.loss_cls: 0.0436, s2.acc: 93.9649, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0569, loss: 1.2197 +2025-07-01 04:50:49,043 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 2 days, 23:47:31, time: 0.951, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1922, s0.acc: 93.6509, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2507, s1.loss_cls: 0.0892, s1.acc: 93.9178, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1229, s2.loss_cls: 0.0429, s2.acc: 93.9331, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0576, loss: 1.2284 +2025-07-01 04:51:37,076 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 2 days, 23:45:27, time: 0.960, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1907, s0.acc: 93.6206, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2522, s1.loss_cls: 0.0890, s1.acc: 93.8262, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1229, s2.loss_cls: 0.0420, s2.acc: 94.0397, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0571, loss: 1.2309 +2025-07-01 04:52:24,405 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 2 days, 23:43:07, time: 0.947, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1851, s0.acc: 93.7815, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2524, s1.loss_cls: 0.0863, s1.acc: 94.0672, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1238, s2.loss_cls: 0.0413, s2.acc: 94.1210, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0585, loss: 1.1944 +2025-07-01 04:53:26,846 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 2 days, 23:47:05, time: 1.248, data_time: 0.035, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1844, s0.acc: 93.8433, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2528, s1.loss_cls: 0.0858, s1.acc: 94.0683, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1243, s2.loss_cls: 0.0409, s2.acc: 94.1703, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0581, loss: 1.1967 +2025-07-01 04:54:15,111 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 2 days, 23:45:08, time: 0.965, data_time: 0.034, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1966, s0.acc: 93.4702, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2462, s1.loss_cls: 0.0895, s1.acc: 93.9212, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1206, s2.loss_cls: 0.0430, s2.acc: 94.0101, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0564, loss: 1.2211 +2025-07-01 04:55:03,348 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 2 days, 23:43:12, time: 0.965, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1860, s0.acc: 93.7693, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2496, s1.loss_cls: 0.0858, s1.acc: 94.0293, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1227, s2.loss_cls: 0.0414, s2.acc: 94.1710, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0574, loss: 1.2074 +2025-07-01 04:55:51,624 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 2 days, 23:41:16, time: 0.965, data_time: 0.034, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1982, s0.acc: 93.4666, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2502, s1.loss_cls: 0.0900, s1.acc: 93.8829, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1225, s2.loss_cls: 0.0429, s2.acc: 94.0315, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0571, loss: 1.2292 +2025-07-01 04:56:41,928 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 2 days, 23:40:11, time: 1.006, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1925, s0.acc: 93.6216, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2495, s1.loss_cls: 0.0894, s1.acc: 93.9285, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1223, s2.loss_cls: 0.0433, s2.acc: 93.9630, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0567, loss: 1.2226 +2025-07-01 04:57:30,771 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 2 days, 23:38:31, time: 0.977, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1963, s0.acc: 93.4202, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2494, s1.loss_cls: 0.0908, s1.acc: 93.7398, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1221, s2.loss_cls: 0.0438, s2.acc: 93.8191, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0572, loss: 1.2327 +2025-07-01 04:58:18,650 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 2 days, 23:36:27, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1874, s0.acc: 93.7581, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2543, s1.loss_cls: 0.0863, s1.acc: 94.1480, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1253, s2.loss_cls: 0.0417, s2.acc: 94.0952, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0586, loss: 1.2138 +2025-07-01 04:59:06,328 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 2 days, 23:34:19, time: 0.953, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1821, s0.acc: 93.8435, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2439, s1.loss_cls: 0.0862, s1.acc: 94.0735, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1207, s2.loss_cls: 0.0410, s2.acc: 94.1894, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0565, loss: 1.1853 +2025-07-01 05:00:10,158 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 2 days, 23:38:41, time: 1.277, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1802, s0.acc: 94.0950, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2439, s1.loss_cls: 0.0832, s1.acc: 94.3549, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1207, s2.loss_cls: 0.0398, s2.acc: 94.3197, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0566, loss: 1.1604 +2025-07-01 05:00:57,679 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 2 days, 23:36:29, time: 0.950, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1813, s0.acc: 93.8958, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2461, s1.loss_cls: 0.0844, s1.acc: 94.1653, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1217, s2.loss_cls: 0.0410, s2.acc: 94.1564, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0572, loss: 1.1815 +2025-07-01 05:01:44,890 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 2 days, 23:34:11, time: 0.944, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1792, s0.acc: 94.0989, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2427, s1.loss_cls: 0.0821, s1.acc: 94.4316, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1195, s2.loss_cls: 0.0394, s2.acc: 94.4707, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0559, loss: 1.1606 +2025-07-01 05:02:32,798 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 2 days, 23:32:10, time: 0.958, data_time: 0.025, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1918, s0.acc: 93.6550, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2442, s1.loss_cls: 0.0890, s1.acc: 93.8847, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1204, s2.loss_cls: 0.0424, s2.acc: 93.9803, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0566, loss: 1.2058 +2025-07-01 05:03:20,725 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 2 days, 23:30:10, time: 0.958, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1762, s0.acc: 94.0940, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2494, s1.loss_cls: 0.0809, s1.acc: 94.4801, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1218, s2.loss_cls: 0.0387, s2.acc: 94.5285, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0571, loss: 1.1666 +2025-07-01 05:04:10,557 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 2 days, 23:28:55, time: 0.997, data_time: 0.024, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1749, s0.acc: 94.2920, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2430, s1.loss_cls: 0.0800, s1.acc: 94.6920, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1201, s2.loss_cls: 0.0381, s2.acc: 94.7313, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0561, loss: 1.1322 +2025-07-01 05:04:58,891 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 2 days, 23:27:05, time: 0.966, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1873, s0.acc: 93.6082, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2507, s1.loss_cls: 0.0874, s1.acc: 93.8651, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1225, s2.loss_cls: 0.0420, s2.acc: 94.0715, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0575, loss: 1.2236 +2025-07-01 05:05:46,872 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 2 days, 23:25:09, time: 0.960, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1909, s0.acc: 93.5920, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2517, s1.loss_cls: 0.0895, s1.acc: 93.7214, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1238, s2.loss_cls: 0.0427, s2.acc: 93.8370, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0578, loss: 1.2261 +2025-07-01 05:06:44,211 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 2 days, 23:25:52, time: 1.098, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1761, s0.acc: 94.0974, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2395, s1.loss_cls: 0.0817, s1.acc: 94.4021, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1165, s2.loss_cls: 0.0392, s2.acc: 94.3870, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0545, loss: 1.1445 +2025-07-01 05:07:38,175 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 2 days, 23:27:10, time: 1.128, data_time: 0.076, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1869, s0.acc: 93.7490, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2498, s1.loss_cls: 0.0877, s1.acc: 93.9513, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1219, s2.loss_cls: 0.0418, s2.acc: 94.0961, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0565, loss: 1.1957 +2025-07-01 05:08:25,999 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 2 days, 23:25:10, time: 0.956, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1844, s0.acc: 93.7666, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2413, s1.loss_cls: 0.0868, s1.acc: 93.9083, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1190, s2.loss_cls: 0.0412, s2.acc: 94.0914, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0555, loss: 1.1841 +2025-07-01 05:09:13,444 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 2 days, 23:23:01, time: 0.949, data_time: 0.025, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1913, s0.acc: 93.7585, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2496, s1.loss_cls: 0.0889, s1.acc: 94.0392, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1232, s2.loss_cls: 0.0426, s2.acc: 94.1407, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0574, loss: 1.2120 +2025-07-01 05:10:01,610 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 2 days, 23:21:10, time: 0.963, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1969, s0.acc: 93.3887, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2516, s1.loss_cls: 0.0936, s1.acc: 93.5965, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1250, s2.loss_cls: 0.0450, s2.acc: 93.6991, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0591, loss: 1.2445 +2025-07-01 05:10:51,714 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 2 days, 23:20:03, time: 1.002, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1892, s0.acc: 93.7766, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2404, s1.loss_cls: 0.0882, s1.acc: 94.0653, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1194, s2.loss_cls: 0.0420, s2.acc: 94.1349, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0557, loss: 1.1925 +2025-07-01 05:11:40,057 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 2 days, 23:18:17, time: 0.967, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1978, s0.acc: 93.5002, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2486, s1.loss_cls: 0.0931, s1.acc: 93.7050, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1221, s2.loss_cls: 0.0443, s2.acc: 93.9086, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0570, loss: 1.2347 +2025-07-01 05:12:28,858 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 2 days, 23:16:41, time: 0.976, data_time: 0.036, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2010, s0.acc: 93.2959, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2564, s1.loss_cls: 0.0927, s1.acc: 93.6184, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1255, s2.loss_cls: 0.0446, s2.acc: 93.7233, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0585, loss: 1.2726 +2025-07-01 05:13:18,893 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 2 days, 23:14:39, time: 0.951, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1872, s0.acc: 93.7949, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2421, s1.loss_cls: 0.0864, s1.acc: 94.1612, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1185, s2.loss_cls: 0.0415, s2.acc: 94.3213, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0551, loss: 1.1844 +2025-07-01 05:14:21,329 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 2 days, 23:19:01, time: 1.298, data_time: 0.078, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1828, s0.acc: 93.8882, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2484, s1.loss_cls: 0.0843, s1.acc: 94.1814, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1230, s2.loss_cls: 0.0403, s2.acc: 94.3561, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0575, loss: 1.1964 +2025-07-01 05:15:08,530 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 2 days, 23:16:50, time: 0.945, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1828, s0.acc: 93.7173, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2497, s1.loss_cls: 0.0856, s1.acc: 93.9855, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1219, s2.loss_cls: 0.0408, s2.acc: 94.1439, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0567, loss: 1.1950 +2025-07-01 05:15:55,685 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 2 days, 23:14:38, time: 0.943, data_time: 0.032, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1832, s0.acc: 94.1162, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2419, s1.loss_cls: 0.0854, s1.acc: 94.2632, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1188, s2.loss_cls: 0.0411, s2.acc: 94.2853, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0558, loss: 1.1591 +2025-07-01 05:16:43,621 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 2 days, 23:12:45, time: 0.959, data_time: 0.034, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1893, s0.acc: 93.7180, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2525, s1.loss_cls: 0.0882, s1.acc: 93.9186, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1228, s2.loss_cls: 0.0424, s2.acc: 94.0451, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0573, loss: 1.2187 +2025-07-01 05:17:32,818 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 2 days, 23:11:19, time: 0.984, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1815, s0.acc: 94.0420, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2444, s1.loss_cls: 0.0830, s1.acc: 94.4166, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1199, s2.loss_cls: 0.0393, s2.acc: 94.5337, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0560, loss: 1.1633 +2025-07-01 05:18:21,172 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 2 days, 23:09:35, time: 0.967, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1975, s0.acc: 93.4751, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2508, s1.loss_cls: 0.0909, s1.acc: 93.7307, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1232, s2.loss_cls: 0.0434, s2.acc: 93.8625, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0574, loss: 1.2491 +2025-07-01 05:19:08,872 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 2 days, 23:07:38, time: 0.954, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1862, s0.acc: 93.6533, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2452, s1.loss_cls: 0.0858, s1.acc: 94.0222, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1213, s2.loss_cls: 0.0404, s2.acc: 94.2710, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0572, loss: 1.2038 +2025-07-01 05:19:56,574 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 2 days, 23:05:42, time: 0.954, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1895, s0.acc: 93.7585, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2508, s1.loss_cls: 0.0863, s1.acc: 94.1448, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1241, s2.loss_cls: 0.0414, s2.acc: 94.1067, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0579, loss: 1.2106 +2025-07-01 05:21:04,805 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 2 days, 23:11:05, time: 1.364, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1900, s0.acc: 93.5576, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2489, s1.loss_cls: 0.0879, s1.acc: 93.9320, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1231, s2.loss_cls: 0.0427, s2.acc: 93.8398, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0580, loss: 1.2214 +2025-07-01 05:21:52,372 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 2 days, 23:09:05, time: 0.952, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1722, s0.acc: 94.2197, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2428, s1.loss_cls: 0.0799, s1.acc: 94.4772, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1197, s2.loss_cls: 0.0384, s2.acc: 94.5699, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0560, loss: 1.1413 +2025-07-01 05:22:39,964 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 2 days, 23:07:06, time: 0.952, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1972, s0.acc: 93.4338, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2493, s1.loss_cls: 0.0924, s1.acc: 93.7274, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1231, s2.loss_cls: 0.0439, s2.acc: 93.7689, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0573, loss: 1.2398 +2025-07-01 05:23:27,527 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 2 days, 23:05:06, time: 0.951, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1958, s0.acc: 93.5164, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2490, s1.loss_cls: 0.0918, s1.acc: 93.7200, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1226, s2.loss_cls: 0.0428, s2.acc: 93.9711, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0570, loss: 1.2303 +2025-07-01 05:24:18,792 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 2 days, 23:04:26, time: 1.025, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1889, s0.acc: 93.6296, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2535, s1.loss_cls: 0.0880, s1.acc: 93.9123, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1239, s2.loss_cls: 0.0427, s2.acc: 93.9172, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0576, loss: 1.2281 +2025-07-01 05:25:06,126 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 2 days, 23:02:22, time: 0.946, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1829, s0.acc: 93.9094, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2473, s1.loss_cls: 0.0854, s1.acc: 94.2099, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1220, s2.loss_cls: 0.0408, s2.acc: 94.2259, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0570, loss: 1.1906 +2025-07-01 05:25:53,795 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 2 days, 23:00:27, time: 0.954, data_time: 0.026, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1847, s0.acc: 93.8933, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2365, s1.loss_cls: 0.0866, s1.acc: 94.1644, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1168, s2.loss_cls: 0.0411, s2.acc: 94.3419, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0543, loss: 1.1644 +2025-07-01 05:26:42,221 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 2 days, 22:58:47, time: 0.968, data_time: 0.039, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1858, s0.acc: 93.8154, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2439, s1.loss_cls: 0.0858, s1.acc: 94.1420, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1206, s2.loss_cls: 0.0417, s2.acc: 94.1317, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1841 +2025-07-01 05:27:47,221 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 2 days, 23:02:51, time: 1.300, data_time: 0.033, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1757, s0.acc: 94.0798, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2383, s1.loss_cls: 0.0821, s1.acc: 94.3048, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1169, s2.loss_cls: 0.0400, s2.acc: 94.3848, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0549, loss: 1.1445 +2025-07-01 05:28:38,651 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 2 days, 23:02:14, time: 1.029, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1903, s0.acc: 93.6487, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2418, s1.loss_cls: 0.0872, s1.acc: 93.9964, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1186, s2.loss_cls: 0.0416, s2.acc: 94.1301, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.2004 +2025-07-01 05:29:26,621 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 2 days, 23:00:24, time: 0.959, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1828, s0.acc: 93.7573, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2452, s1.loss_cls: 0.0848, s1.acc: 94.0261, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1207, s2.loss_cls: 0.0412, s2.acc: 94.0141, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0567, loss: 1.1970 +2025-07-01 05:30:14,813 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 2 days, 22:58:40, time: 0.964, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1879, s0.acc: 93.5352, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2410, s1.loss_cls: 0.0873, s1.acc: 93.7819, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1182, s2.loss_cls: 0.0420, s2.acc: 93.9119, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0551, loss: 1.1986 +2025-07-01 05:31:03,010 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 2 days, 22:56:57, time: 0.964, data_time: 0.026, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1856, s0.acc: 93.8289, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2438, s1.loss_cls: 0.0862, s1.acc: 94.1011, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1208, s2.loss_cls: 0.0413, s2.acc: 94.1507, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.1894 +2025-07-01 05:31:52,966 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 2 days, 22:55:49, time: 0.999, data_time: 0.027, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1844, s0.acc: 93.9126, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2480, s1.loss_cls: 0.0839, s1.acc: 94.2250, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1218, s2.loss_cls: 0.0402, s2.acc: 94.2942, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0573, loss: 1.1911 +2025-07-01 05:32:41,290 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 2 days, 22:54:09, time: 0.967, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1922, s0.acc: 93.5408, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2560, s1.loss_cls: 0.0900, s1.acc: 93.8086, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1254, s2.loss_cls: 0.0427, s2.acc: 93.9542, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0587, loss: 1.2283 +2025-07-01 05:33:29,080 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 2 days, 22:52:18, time: 0.955, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1904, s0.acc: 93.5095, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2524, s1.loss_cls: 0.0878, s1.acc: 93.7911, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1238, s2.loss_cls: 0.0422, s2.acc: 93.9106, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0580, loss: 1.2232 +2025-07-01 05:34:21,435 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 2 days, 22:52:00, time: 1.047, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1938, s0.acc: 93.6519, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2506, s1.loss_cls: 0.0892, s1.acc: 94.0793, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1227, s2.loss_cls: 0.0422, s2.acc: 94.1771, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0572, loss: 1.2224 +2025-07-01 05:35:27,604 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 2 days, 22:56:16, time: 1.324, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1862, s0.acc: 93.6626, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2419, s1.loss_cls: 0.0855, s1.acc: 93.9472, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1184, s2.loss_cls: 0.0407, s2.acc: 94.0793, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0552, loss: 1.1957 +2025-07-01 05:36:15,422 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 2 days, 22:54:26, time: 0.956, data_time: 0.029, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1933, s0.acc: 93.4856, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2486, s1.loss_cls: 0.0894, s1.acc: 93.7363, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1222, s2.loss_cls: 0.0430, s2.acc: 93.8571, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0575, loss: 1.2258 +2025-07-01 05:37:02,928 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 2 days, 22:52:30, time: 0.950, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1879, s0.acc: 93.7827, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2433, s1.loss_cls: 0.0892, s1.acc: 93.8899, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1200, s2.loss_cls: 0.0427, s2.acc: 93.9705, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1964 +2025-07-01 05:37:50,460 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 2 days, 22:50:35, time: 0.951, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1926, s0.acc: 93.6907, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2490, s1.loss_cls: 0.0887, s1.acc: 94.0045, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1219, s2.loss_cls: 0.0423, s2.acc: 94.1585, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0567, loss: 1.2130 +2025-07-01 05:38:40,675 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 2 days, 22:49:33, time: 1.004, data_time: 0.028, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1943, s0.acc: 93.5645, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2457, s1.loss_cls: 0.0891, s1.acc: 93.9239, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1203, s2.loss_cls: 0.0431, s2.acc: 94.0367, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0566, loss: 1.2208 +2025-07-01 05:39:28,658 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 2 days, 22:47:47, time: 0.960, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1924, s0.acc: 93.6001, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2450, s1.loss_cls: 0.0882, s1.acc: 93.9380, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1197, s2.loss_cls: 0.0424, s2.acc: 94.0493, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0561, loss: 1.2065 +2025-07-01 05:40:16,602 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 2 days, 22:46:02, time: 0.959, data_time: 0.030, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1886, s0.acc: 93.6782, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2474, s1.loss_cls: 0.0887, s1.acc: 93.8936, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1217, s2.loss_cls: 0.0427, s2.acc: 93.9899, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0571, loss: 1.2058 +2025-07-01 05:41:04,424 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 2 days, 22:44:14, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1797, s0.acc: 93.9111, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2503, s1.loss_cls: 0.0822, s1.acc: 94.2785, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1225, s2.loss_cls: 0.0401, s2.acc: 94.3561, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0569, loss: 1.1802 +2025-07-01 05:42:15,277 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 2 days, 22:49:50, time: 1.417, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1933, s0.acc: 93.5857, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2490, s1.loss_cls: 0.0904, s1.acc: 93.8131, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1230, s2.loss_cls: 0.0433, s2.acc: 93.9453, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0576, loss: 1.2246 +2025-07-01 05:43:02,755 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 2 days, 22:47:56, time: 0.950, data_time: 0.031, memory: 15571, balance_loss: 0.0006, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1914, s0.acc: 93.6221, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2527, s1.loss_cls: 0.0891, s1.acc: 93.9854, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1238, s2.loss_cls: 0.0425, s2.acc: 94.1092, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0579, loss: 1.2190 +2025-07-01 05:43:50,459 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 2 days, 22:46:05, time: 0.954, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1883, s0.acc: 93.6680, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2512, s1.loss_cls: 0.0875, s1.acc: 93.9289, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1229, s2.loss_cls: 0.0421, s2.acc: 94.0693, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0573, loss: 1.2157 +2025-07-01 05:44:38,007 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 2 days, 22:44:13, time: 0.951, data_time: 0.033, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1808, s0.acc: 93.9661, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2451, s1.loss_cls: 0.0844, s1.acc: 94.2124, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1199, s2.loss_cls: 0.0402, s2.acc: 94.3126, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0562, loss: 1.1763 +2025-07-01 05:45:28,109 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 2 days, 22:43:09, time: 1.002, data_time: 0.026, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1821, s0.acc: 93.8796, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2422, s1.loss_cls: 0.0831, s1.acc: 94.2037, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1196, s2.loss_cls: 0.0397, s2.acc: 94.3203, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0564, loss: 1.1852 +2025-07-01 05:46:15,698 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 2 days, 22:41:18, time: 0.952, data_time: 0.026, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1854, s0.acc: 93.8633, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2478, s1.loss_cls: 0.0855, s1.acc: 94.0955, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1218, s2.loss_cls: 0.0405, s2.acc: 94.2227, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0572, loss: 1.1895 +2025-07-01 05:47:03,200 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 2 days, 22:39:25, time: 0.949, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1866, s0.acc: 93.8013, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2464, s1.loss_cls: 0.0874, s1.acc: 93.9678, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1218, s2.loss_cls: 0.0416, s2.acc: 94.2240, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0572, loss: 1.1997 +2025-07-01 05:47:50,595 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 2 days, 22:37:32, time: 0.948, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1752, s0.acc: 94.1211, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2440, s1.loss_cls: 0.0817, s1.acc: 94.3822, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1205, s2.loss_cls: 0.0394, s2.acc: 94.3785, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0565, loss: 1.1536 +2025-07-01 05:48:57,273 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 2 days, 22:41:38, time: 1.334, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1801, s0.acc: 93.9421, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2462, s1.loss_cls: 0.0838, s1.acc: 94.2222, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1197, s2.loss_cls: 0.0399, s2.acc: 94.3394, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0565, loss: 1.1714 +2025-07-01 05:49:47,452 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 2 days, 22:40:35, time: 1.004, data_time: 0.026, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1839, s0.acc: 93.7783, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2518, s1.loss_cls: 0.0849, s1.acc: 94.1119, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1238, s2.loss_cls: 0.0401, s2.acc: 94.3099, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0575, loss: 1.2090 +2025-07-01 05:50:35,834 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 2 days, 22:38:59, time: 0.967, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1953, s0.acc: 93.5544, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2461, s1.loss_cls: 0.0899, s1.acc: 93.7892, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1207, s2.loss_cls: 0.0427, s2.acc: 93.9257, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0563, loss: 1.2295 +2025-07-01 05:51:23,656 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 2 days, 22:37:14, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1950, s0.acc: 93.5437, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2498, s1.loss_cls: 0.0898, s1.acc: 93.8366, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1231, s2.loss_cls: 0.0427, s2.acc: 93.9829, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0575, loss: 1.2339 +2025-07-01 05:52:11,668 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 2 days, 22:35:32, time: 0.960, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1819, s0.acc: 93.9556, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2459, s1.loss_cls: 0.0842, s1.acc: 94.2625, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1212, s2.loss_cls: 0.0409, s2.acc: 94.2141, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0570, loss: 1.1839 +2025-07-01 05:53:04,124 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 2 days, 22:35:12, time: 1.049, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1937, s0.acc: 93.6663, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2437, s1.loss_cls: 0.0892, s1.acc: 93.9418, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1218, s2.loss_cls: 0.0431, s2.acc: 93.9648, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0571, loss: 1.2067 +2025-07-01 05:53:52,269 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 2 days, 22:33:33, time: 0.963, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1935, s0.acc: 93.5889, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2558, s1.loss_cls: 0.0903, s1.acc: 93.8357, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1255, s2.loss_cls: 0.0431, s2.acc: 93.9488, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0585, loss: 1.2448 +2025-07-01 05:54:39,454 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 2 days, 22:31:38, time: 0.944, data_time: 0.030, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1739, s0.acc: 94.1382, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2426, s1.loss_cls: 0.0807, s1.acc: 94.3732, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1190, s2.loss_cls: 0.0381, s2.acc: 94.5360, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0555, loss: 1.1404 +2025-07-01 05:55:29,677 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 2 days, 22:30:37, time: 1.004, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1830, s0.acc: 93.7903, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2500, s1.loss_cls: 0.0846, s1.acc: 94.1479, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1231, s2.loss_cls: 0.0406, s2.acc: 94.1870, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0575, loss: 1.2027 +2025-07-01 05:56:34,746 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 2 days, 22:34:04, time: 1.302, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1797, s0.acc: 93.9087, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2508, s1.loss_cls: 0.0838, s1.acc: 94.1444, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1231, s2.loss_cls: 0.0402, s2.acc: 94.2440, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0577, loss: 1.1880 +2025-07-01 05:57:22,572 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 2 days, 22:32:20, time: 0.957, data_time: 0.024, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1861, s0.acc: 93.8528, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2417, s1.loss_cls: 0.0866, s1.acc: 94.1026, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1202, s2.loss_cls: 0.0411, s2.acc: 94.1764, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0565, loss: 1.1862 +2025-07-01 05:58:10,473 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 2 days, 22:30:37, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1907, s0.acc: 93.5500, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2480, s1.loss_cls: 0.0878, s1.acc: 93.8898, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1212, s2.loss_cls: 0.0421, s2.acc: 93.8966, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0565, loss: 1.2223 +2025-07-01 05:58:58,266 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 2 days, 22:28:53, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1952, s0.acc: 93.4285, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2528, s1.loss_cls: 0.0915, s1.acc: 93.6555, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1238, s2.loss_cls: 0.0438, s2.acc: 93.6839, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0581, loss: 1.2496 +2025-07-01 05:59:49,096 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 2 days, 22:28:03, time: 1.016, data_time: 0.026, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1855, s0.acc: 93.7668, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2506, s1.loss_cls: 0.0870, s1.acc: 93.9720, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1221, s2.loss_cls: 0.0420, s2.acc: 93.9940, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0567, loss: 1.1953 +2025-07-01 06:00:36,801 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 2 days, 22:26:18, time: 0.955, data_time: 0.038, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1827, s0.acc: 93.9155, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2501, s1.loss_cls: 0.0846, s1.acc: 94.1954, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1243, s2.loss_cls: 0.0406, s2.acc: 94.2365, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0587, loss: 1.1894 +2025-07-01 06:01:24,013 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 2 days, 22:24:25, time: 0.944, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1749, s0.acc: 94.1135, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2478, s1.loss_cls: 0.0811, s1.acc: 94.3910, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1202, s2.loss_cls: 0.0390, s2.acc: 94.4204, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0564, loss: 1.1639 +2025-07-01 06:02:12,625 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 2 days, 22:22:56, time: 0.972, data_time: 0.037, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1823, s0.acc: 93.7881, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2496, s1.loss_cls: 0.0858, s1.acc: 94.0123, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1228, s2.loss_cls: 0.0415, s2.acc: 94.0626, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0576, loss: 1.1982 +2025-07-01 06:03:13,412 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 2 days, 22:25:01, time: 1.216, data_time: 0.035, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1875, s0.acc: 93.8372, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2443, s1.loss_cls: 0.0862, s1.acc: 94.1415, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1204, s2.loss_cls: 0.0409, s2.acc: 94.3171, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0566, loss: 1.1870 +2025-07-01 06:04:01,717 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 2 days, 22:23:27, time: 0.966, data_time: 0.035, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1809, s0.acc: 93.9885, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2504, s1.loss_cls: 0.0840, s1.acc: 94.1951, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1238, s2.loss_cls: 0.0401, s2.acc: 94.2801, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0585, loss: 1.1940 +2025-07-01 06:04:49,724 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 2 days, 22:21:48, time: 0.960, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1805, s0.acc: 93.9136, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2548, s1.loss_cls: 0.0828, s1.acc: 94.2508, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1255, s2.loss_cls: 0.0397, s2.acc: 94.2343, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0590, loss: 1.2032 +2025-07-01 06:05:37,679 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 2 days, 22:20:09, time: 0.959, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1911, s0.acc: 93.6599, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2528, s1.loss_cls: 0.0889, s1.acc: 93.8849, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1249, s2.loss_cls: 0.0420, s2.acc: 94.1011, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0578, loss: 1.2252 +2025-07-01 06:06:30,155 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 2 days, 22:19:48, time: 1.049, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1869, s0.acc: 93.7454, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2442, s1.loss_cls: 0.0874, s1.acc: 94.0001, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1200, s2.loss_cls: 0.0414, s2.acc: 94.0820, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0561, loss: 1.1896 +2025-07-01 06:07:17,380 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 2 days, 22:17:57, time: 0.945, data_time: 0.033, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1814, s0.acc: 94.1064, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2474, s1.loss_cls: 0.0841, s1.acc: 94.2565, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1217, s2.loss_cls: 0.0405, s2.acc: 94.2775, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0567, loss: 1.1720 +2025-07-01 06:08:05,084 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 2 days, 22:16:14, time: 0.954, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1857, s0.acc: 93.9607, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2479, s1.loss_cls: 0.0863, s1.acc: 94.3387, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1214, s2.loss_cls: 0.0404, s2.acc: 94.4276, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0565, loss: 1.1874 +2025-07-01 06:08:52,949 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 2 days, 22:14:34, time: 0.957, data_time: 0.033, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1784, s0.acc: 94.0088, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2398, s1.loss_cls: 0.0827, s1.acc: 94.2701, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1187, s2.loss_cls: 0.0395, s2.acc: 94.4123, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0558, loss: 1.1700 +2025-07-01 06:09:32,786 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-07-01 06:12:48,133 - mmdet - INFO - Evaluating bbox... +2025-07-01 06:13:20,213 - mmdet - INFO - Evaluating segm... +2025-07-01 06:13:55,476 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 06:13:55,476 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.4330, bbox_mAP_50: 0.6150, bbox_mAP_75: 0.4730, bbox_mAP_s: 0.2650, bbox_mAP_m: 0.4600, bbox_mAP_l: 0.5890, bbox_mAP_copypaste: 0.433 0.615 0.473 0.265 0.460 0.589, segm_mAP: 0.3770, segm_mAP_50: 0.5870, segm_mAP_75: 0.4030, segm_mAP_s: 0.2130, segm_mAP_m: 0.4030, segm_mAP_l: 0.5320, segm_mAP_copypaste: 0.377 0.587 0.403 0.213 0.403 0.532 +2025-07-01 06:16:02,677 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 2 days, 22:26:12, time: 2.544, data_time: 1.529, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1739, s0.acc: 94.1965, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2483, s1.loss_cls: 0.0801, s1.acc: 94.4589, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1222, s2.loss_cls: 0.0382, s2.acc: 94.5722, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0575, loss: 1.1538 +2025-07-01 06:16:54,368 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 2 days, 22:25:35, time: 1.033, data_time: 0.030, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1775, s0.acc: 94.0496, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2440, s1.loss_cls: 0.0823, s1.acc: 94.4007, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1193, s2.loss_cls: 0.0392, s2.acc: 94.5161, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0560, loss: 1.1670 +2025-07-01 06:17:45,491 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 2 days, 22:24:48, time: 1.022, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1748, s0.acc: 94.0642, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2440, s1.loss_cls: 0.0804, s1.acc: 94.3313, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1205, s2.loss_cls: 0.0384, s2.acc: 94.5005, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0563, loss: 1.1579 +2025-07-01 06:18:37,446 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 2 days, 22:24:15, time: 1.039, data_time: 0.035, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1823, s0.acc: 93.7527, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2443, s1.loss_cls: 0.0830, s1.acc: 94.1002, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1200, s2.loss_cls: 0.0400, s2.acc: 94.1254, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0563, loss: 1.1817 +2025-07-01 06:19:28,822 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 2 days, 22:23:32, time: 1.027, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1937, s0.acc: 93.4434, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2578, s1.loss_cls: 0.0916, s1.acc: 93.6449, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1272, s2.loss_cls: 0.0443, s2.acc: 93.6891, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0595, loss: 1.2530 +2025-07-01 06:20:19,037 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 2 days, 22:22:30, time: 1.004, data_time: 0.036, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1742, s0.acc: 94.0569, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2526, s1.loss_cls: 0.0802, s1.acc: 94.3821, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1242, s2.loss_cls: 0.0387, s2.acc: 94.4169, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0579, loss: 1.1654 +2025-07-01 06:21:17,639 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 2 days, 22:23:47, time: 1.172, data_time: 0.040, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1844, s0.acc: 93.7866, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2531, s1.loss_cls: 0.0840, s1.acc: 94.2073, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1251, s2.loss_cls: 0.0403, s2.acc: 94.2813, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0589, loss: 1.2137 +2025-07-01 06:22:15,364 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 2 days, 22:24:48, time: 1.154, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1739, s0.acc: 94.0613, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2506, s1.loss_cls: 0.0807, s1.acc: 94.4065, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1226, s2.loss_cls: 0.0389, s2.acc: 94.3838, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0579, loss: 1.1729 +2025-07-01 06:23:05,382 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 2 days, 22:23:42, time: 1.000, data_time: 0.033, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1830, s0.acc: 93.6841, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2518, s1.loss_cls: 0.0846, s1.acc: 93.9994, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1228, s2.loss_cls: 0.0413, s2.acc: 94.0727, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0574, loss: 1.2140 +2025-07-01 06:23:54,307 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 2 days, 22:22:18, time: 0.978, data_time: 0.033, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1777, s0.acc: 93.9565, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2410, s1.loss_cls: 0.0825, s1.acc: 94.2132, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1189, s2.loss_cls: 0.0393, s2.acc: 94.3494, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0561, loss: 1.1716 +2025-07-01 06:24:43,843 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 2 days, 22:21:05, time: 0.991, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1822, s0.acc: 93.9045, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2435, s1.loss_cls: 0.0844, s1.acc: 94.1751, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1195, s2.loss_cls: 0.0408, s2.acc: 94.1568, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1767 +2025-07-01 06:25:32,964 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 2 days, 22:19:44, time: 0.982, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1779, s0.acc: 94.0544, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2423, s1.loss_cls: 0.0831, s1.acc: 94.3318, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1188, s2.loss_cls: 0.0398, s2.acc: 94.4037, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0559, loss: 1.1628 +2025-07-01 06:26:25,356 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 2 days, 22:19:17, time: 1.048, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1846, s0.acc: 93.7632, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2529, s1.loss_cls: 0.0862, s1.acc: 94.0387, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1245, s2.loss_cls: 0.0411, s2.acc: 94.1523, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0580, loss: 1.2189 +2025-07-01 06:27:13,949 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 2 days, 22:17:49, time: 0.972, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1859, s0.acc: 93.8645, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2404, s1.loss_cls: 0.0855, s1.acc: 94.1636, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1188, s2.loss_cls: 0.0411, s2.acc: 94.1872, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1807 +2025-07-01 06:28:05,901 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 2 days, 22:17:14, time: 1.039, data_time: 0.037, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1873, s0.acc: 93.6628, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2483, s1.loss_cls: 0.0874, s1.acc: 93.8997, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1227, s2.loss_cls: 0.0421, s2.acc: 93.9702, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0580, loss: 1.2125 +2025-07-01 06:29:07,556 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 2 days, 22:19:16, time: 1.233, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1807, s0.acc: 93.9146, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2433, s1.loss_cls: 0.0841, s1.acc: 94.1561, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1205, s2.loss_cls: 0.0402, s2.acc: 94.2943, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0561, loss: 1.1760 +2025-07-01 06:29:56,244 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 2 days, 22:17:49, time: 0.974, data_time: 0.036, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1764, s0.acc: 93.9180, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2466, s1.loss_cls: 0.0819, s1.acc: 94.1944, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1214, s2.loss_cls: 0.0394, s2.acc: 94.3134, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0574, loss: 1.1810 +2025-07-01 06:30:44,654 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 2 days, 22:16:17, time: 0.968, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1812, s0.acc: 93.9294, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2444, s1.loss_cls: 0.0846, s1.acc: 94.1586, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1209, s2.loss_cls: 0.0411, s2.acc: 94.1467, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0566, loss: 1.1803 +2025-07-01 06:31:32,721 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 2 days, 22:14:41, time: 0.962, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1805, s0.acc: 93.8774, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2442, s1.loss_cls: 0.0836, s1.acc: 94.1586, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1213, s2.loss_cls: 0.0400, s2.acc: 94.3559, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0571, loss: 1.1724 +2025-07-01 06:32:22,012 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 2 days, 22:13:24, time: 0.986, data_time: 0.026, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1810, s0.acc: 93.9148, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2423, s1.loss_cls: 0.0833, s1.acc: 94.2782, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1200, s2.loss_cls: 0.0398, s2.acc: 94.3049, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0561, loss: 1.1845 +2025-07-01 06:33:09,745 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 2 days, 22:11:43, time: 0.955, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1821, s0.acc: 93.9392, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2416, s1.loss_cls: 0.0841, s1.acc: 94.2159, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1176, s2.loss_cls: 0.0402, s2.acc: 94.3141, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0557, loss: 1.1706 +2025-07-01 06:34:01,038 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 2 days, 22:10:58, time: 1.026, data_time: 0.030, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1800, s0.acc: 93.9048, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2419, s1.loss_cls: 0.0833, s1.acc: 94.1672, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1187, s2.loss_cls: 0.0399, s2.acc: 94.1985, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0557, loss: 1.1693 +2025-07-01 06:34:49,435 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 2 days, 22:09:27, time: 0.968, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1787, s0.acc: 93.8933, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2480, s1.loss_cls: 0.0837, s1.acc: 94.1722, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1201, s2.loss_cls: 0.0403, s2.acc: 94.2154, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0559, loss: 1.1795 +2025-07-01 06:35:53,945 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 2 days, 22:12:09, time: 1.290, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1853, s0.acc: 93.6294, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2499, s1.loss_cls: 0.0849, s1.acc: 93.9794, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1222, s2.loss_cls: 0.0411, s2.acc: 94.0875, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0573, loss: 1.2241 +2025-07-01 06:36:41,745 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 2 days, 22:10:29, time: 0.956, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1819, s0.acc: 93.7932, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2525, s1.loss_cls: 0.0853, s1.acc: 93.9954, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1248, s2.loss_cls: 0.0409, s2.acc: 93.9813, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0584, loss: 1.2065 +2025-07-01 06:37:29,545 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 2 days, 22:08:49, time: 0.956, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1804, s0.acc: 93.9050, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2440, s1.loss_cls: 0.0831, s1.acc: 94.1634, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1200, s2.loss_cls: 0.0399, s2.acc: 94.2890, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0555, loss: 1.1663 +2025-07-01 06:38:18,445 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 2 days, 22:07:27, time: 0.978, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1831, s0.acc: 93.8865, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2454, s1.loss_cls: 0.0852, s1.acc: 94.1866, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1195, s2.loss_cls: 0.0407, s2.acc: 94.2011, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0556, loss: 1.1890 +2025-07-01 06:39:06,349 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 2 days, 22:05:49, time: 0.959, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1830, s0.acc: 93.8318, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2477, s1.loss_cls: 0.0846, s1.acc: 94.1001, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1215, s2.loss_cls: 0.0404, s2.acc: 94.2441, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0566, loss: 1.1936 +2025-07-01 06:39:54,798 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 2 days, 22:04:20, time: 0.969, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1896, s0.acc: 93.6929, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2438, s1.loss_cls: 0.0875, s1.acc: 94.0281, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1205, s2.loss_cls: 0.0419, s2.acc: 94.1575, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0566, loss: 1.2111 +2025-07-01 06:40:45,896 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 2 days, 22:03:33, time: 1.022, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1819, s0.acc: 93.9448, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2432, s1.loss_cls: 0.0840, s1.acc: 94.1920, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1198, s2.loss_cls: 0.0405, s2.acc: 94.3336, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0561, loss: 1.1750 +2025-07-01 06:41:33,827 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 2 days, 22:01:56, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1784, s0.acc: 94.0007, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2427, s1.loss_cls: 0.0817, s1.acc: 94.3657, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1204, s2.loss_cls: 0.0396, s2.acc: 94.3796, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0565, loss: 1.1691 +2025-07-01 06:42:35,180 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 2 days, 22:03:45, time: 1.227, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1929, s0.acc: 93.5627, s0.loss_bbox: 0.2579, s0.loss_mask: 0.2493, s1.loss_cls: 0.0883, s1.acc: 93.8561, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1231, s2.loss_cls: 0.0425, s2.acc: 94.0110, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0574, loss: 1.2395 +2025-07-01 06:43:25,804 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 2 days, 22:02:49, time: 1.012, data_time: 0.039, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1821, s0.acc: 93.8923, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2469, s1.loss_cls: 0.0839, s1.acc: 94.1945, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1204, s2.loss_cls: 0.0400, s2.acc: 94.2360, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0561, loss: 1.1815 +2025-07-01 06:44:13,552 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 2 days, 22:01:10, time: 0.955, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1819, s0.acc: 93.9226, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2425, s1.loss_cls: 0.0842, s1.acc: 94.1869, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1200, s2.loss_cls: 0.0403, s2.acc: 94.3229, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.1790 +2025-07-01 06:45:01,626 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 2 days, 21:59:36, time: 0.961, data_time: 0.028, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1859, s0.acc: 93.8093, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2471, s1.loss_cls: 0.0863, s1.acc: 93.9640, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1209, s2.loss_cls: 0.0408, s2.acc: 94.1787, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0566, loss: 1.1916 +2025-07-01 06:45:49,433 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 2 days, 21:57:58, time: 0.956, data_time: 0.032, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1872, s0.acc: 93.6860, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2467, s1.loss_cls: 0.0859, s1.acc: 94.0372, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1214, s2.loss_cls: 0.0416, s2.acc: 94.1732, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0568, loss: 1.1973 +2025-07-01 06:46:37,085 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 2 days, 21:56:19, time: 0.954, data_time: 0.029, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1866, s0.acc: 93.7358, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2545, s1.loss_cls: 0.0868, s1.acc: 94.0225, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1255, s2.loss_cls: 0.0415, s2.acc: 94.1344, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0586, loss: 1.2263 +2025-07-01 06:47:27,979 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 2 days, 21:55:28, time: 1.018, data_time: 0.026, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1819, s0.acc: 93.8174, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2473, s1.loss_cls: 0.0837, s1.acc: 94.1742, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1212, s2.loss_cls: 0.0404, s2.acc: 94.2277, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0568, loss: 1.1823 +2025-07-01 06:48:15,802 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 2 days, 21:53:51, time: 0.956, data_time: 0.033, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1875, s0.acc: 93.7749, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2463, s1.loss_cls: 0.0873, s1.acc: 94.0237, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1220, s2.loss_cls: 0.0418, s2.acc: 94.1368, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.1964 +2025-07-01 06:49:06,093 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 2 days, 21:52:52, time: 1.006, data_time: 0.027, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1837, s0.acc: 93.8467, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2459, s1.loss_cls: 0.0844, s1.acc: 94.1545, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1212, s2.loss_cls: 0.0403, s2.acc: 94.2645, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0570, loss: 1.1884 +2025-07-01 06:50:09,496 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 2 days, 21:55:06, time: 1.268, data_time: 0.035, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1879, s0.acc: 93.6440, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2470, s1.loss_cls: 0.0866, s1.acc: 93.9822, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1214, s2.loss_cls: 0.0417, s2.acc: 94.0943, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.2106 +2025-07-01 06:50:57,277 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 2 days, 21:53:29, time: 0.956, data_time: 0.034, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1882, s0.acc: 93.7266, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2494, s1.loss_cls: 0.0861, s1.acc: 94.0860, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1219, s2.loss_cls: 0.0411, s2.acc: 94.2350, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0572, loss: 1.2071 +2025-07-01 06:51:44,891 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 2 days, 21:51:50, time: 0.952, data_time: 0.031, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1725, s0.acc: 94.1523, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2485, s1.loss_cls: 0.0804, s1.acc: 94.3962, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1235, s2.loss_cls: 0.0387, s2.acc: 94.4026, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0573, loss: 1.1659 +2025-07-01 06:52:32,893 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 2 days, 21:50:16, time: 0.960, data_time: 0.031, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1827, s0.acc: 93.6938, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2498, s1.loss_cls: 0.0856, s1.acc: 93.9485, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1218, s2.loss_cls: 0.0411, s2.acc: 93.9498, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.2017 +2025-07-01 06:53:20,999 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 2 days, 21:48:45, time: 0.962, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1785, s0.acc: 93.8452, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2441, s1.loss_cls: 0.0825, s1.acc: 94.1648, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1204, s2.loss_cls: 0.0398, s2.acc: 94.1916, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0565, loss: 1.1754 +2025-07-01 06:54:09,158 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 2 days, 21:47:14, time: 0.963, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1866, s0.acc: 93.7000, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2432, s1.loss_cls: 0.0855, s1.acc: 94.1168, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1201, s2.loss_cls: 0.0409, s2.acc: 94.1688, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0561, loss: 1.1987 +2025-07-01 06:55:00,013 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 2 days, 21:46:23, time: 1.017, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1952, s0.acc: 93.4827, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2485, s1.loss_cls: 0.0899, s1.acc: 93.8290, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1232, s2.loss_cls: 0.0427, s2.acc: 93.9116, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0568, loss: 1.2361 +2025-07-01 06:55:48,013 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 2 days, 21:44:50, time: 0.960, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1825, s0.acc: 93.8450, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2418, s1.loss_cls: 0.0834, s1.acc: 94.1807, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1189, s2.loss_cls: 0.0402, s2.acc: 94.2651, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0558, loss: 1.1723 +2025-07-01 06:56:55,987 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 2 days, 21:48:06, time: 1.359, data_time: 0.030, memory: 15571, balance_loss: 0.0007, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1894, s0.acc: 93.6548, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2469, s1.loss_cls: 0.0877, s1.acc: 94.0648, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1211, s2.loss_cls: 0.0420, s2.acc: 94.1312, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.2125 +2025-07-01 06:57:43,990 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 2 days, 21:46:34, time: 0.960, data_time: 0.033, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1830, s0.acc: 93.7927, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2461, s1.loss_cls: 0.0857, s1.acc: 94.0299, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1220, s2.loss_cls: 0.0416, s2.acc: 94.0443, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0576, loss: 1.1920 +2025-07-01 06:58:31,234 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 2 days, 21:44:50, time: 0.944, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1784, s0.acc: 93.9741, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2478, s1.loss_cls: 0.0836, s1.acc: 94.1755, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1215, s2.loss_cls: 0.0398, s2.acc: 94.3949, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0563, loss: 1.1710 +2025-07-01 06:59:19,028 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 2 days, 21:43:15, time: 0.956, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1897, s0.acc: 93.5676, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2523, s1.loss_cls: 0.0886, s1.acc: 93.8167, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1231, s2.loss_cls: 0.0424, s2.acc: 93.8246, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0574, loss: 1.2225 +2025-07-01 07:00:06,530 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 2 days, 21:41:36, time: 0.950, data_time: 0.039, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1863, s0.acc: 93.7312, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2483, s1.loss_cls: 0.0872, s1.acc: 93.9180, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1219, s2.loss_cls: 0.0419, s2.acc: 93.9149, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0572, loss: 1.1919 +2025-07-01 07:00:54,419 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 2 days, 21:40:02, time: 0.957, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1870, s0.acc: 93.6084, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2481, s1.loss_cls: 0.0879, s1.acc: 93.8961, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1219, s2.loss_cls: 0.0420, s2.acc: 93.9701, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0570, loss: 1.2105 +2025-07-01 07:01:45,742 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 2 days, 21:39:18, time: 1.027, data_time: 0.037, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1914, s0.acc: 93.5093, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2487, s1.loss_cls: 0.0891, s1.acc: 93.7514, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1225, s2.loss_cls: 0.0422, s2.acc: 93.9138, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0571, loss: 1.2272 +2025-07-01 07:02:33,646 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 2 days, 21:37:45, time: 0.958, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1832, s0.acc: 93.8955, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2401, s1.loss_cls: 0.0852, s1.acc: 94.1784, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1185, s2.loss_cls: 0.0409, s2.acc: 94.2373, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1745 +2025-07-01 07:03:39,353 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 2 days, 21:40:23, time: 1.314, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1881, s0.acc: 93.6592, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2481, s1.loss_cls: 0.0884, s1.acc: 93.8961, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1218, s2.loss_cls: 0.0424, s2.acc: 93.8794, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0568, loss: 1.2174 +2025-07-01 07:04:30,137 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 2 days, 21:39:31, time: 1.016, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1889, s0.acc: 93.5952, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2410, s1.loss_cls: 0.0879, s1.acc: 93.8611, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1190, s2.loss_cls: 0.0419, s2.acc: 93.9954, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0557, loss: 1.2047 +2025-07-01 07:05:18,448 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 2 days, 21:38:04, time: 0.966, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1822, s0.acc: 93.8196, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2487, s1.loss_cls: 0.0857, s1.acc: 94.0348, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1236, s2.loss_cls: 0.0416, s2.acc: 94.0605, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0573, loss: 1.2012 +2025-07-01 07:06:06,186 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 2 days, 21:36:29, time: 0.955, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1891, s0.acc: 93.6594, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2504, s1.loss_cls: 0.0875, s1.acc: 93.9741, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1225, s2.loss_cls: 0.0420, s2.acc: 94.0779, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0575, loss: 1.2166 +2025-07-01 07:06:54,665 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 2 days, 21:35:04, time: 0.969, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1845, s0.acc: 93.7788, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2490, s1.loss_cls: 0.0860, s1.acc: 94.0989, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1227, s2.loss_cls: 0.0410, s2.acc: 94.2102, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0578, loss: 1.2116 +2025-07-01 07:07:42,471 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 2 days, 21:33:31, time: 0.956, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1773, s0.acc: 94.1768, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2433, s1.loss_cls: 0.0824, s1.acc: 94.3878, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1197, s2.loss_cls: 0.0399, s2.acc: 94.3779, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0558, loss: 1.1614 +2025-07-01 07:08:33,539 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 2 days, 21:32:43, time: 1.021, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1752, s0.acc: 94.0176, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2384, s1.loss_cls: 0.0789, s1.acc: 94.4670, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1186, s2.loss_cls: 0.0382, s2.acc: 94.4645, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.1621 +2025-07-01 07:09:21,674 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 2 days, 21:31:14, time: 0.963, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1922, s0.acc: 93.5430, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2509, s1.loss_cls: 0.0890, s1.acc: 93.8299, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1220, s2.loss_cls: 0.0425, s2.acc: 93.9679, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0567, loss: 1.2291 +2025-07-01 07:10:12,652 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 2 days, 21:30:25, time: 1.020, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1851, s0.acc: 93.8127, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2398, s1.loss_cls: 0.0855, s1.acc: 94.2050, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1192, s2.loss_cls: 0.0415, s2.acc: 94.1576, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0558, loss: 1.1902 +2025-07-01 07:11:15,993 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 2 days, 21:32:25, time: 1.267, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1814, s0.acc: 93.9683, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2440, s1.loss_cls: 0.0847, s1.acc: 94.1697, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1211, s2.loss_cls: 0.0407, s2.acc: 94.1614, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0563, loss: 1.1713 +2025-07-01 07:12:03,639 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 2 days, 21:30:49, time: 0.953, data_time: 0.031, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1850, s0.acc: 93.5911, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2497, s1.loss_cls: 0.0864, s1.acc: 93.8026, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1233, s2.loss_cls: 0.0420, s2.acc: 93.7481, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0579, loss: 1.2204 +2025-07-01 07:12:51,296 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 2 days, 21:29:14, time: 0.953, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1804, s0.acc: 94.0337, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2384, s1.loss_cls: 0.0824, s1.acc: 94.3673, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1175, s2.loss_cls: 0.0393, s2.acc: 94.4263, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1595 +2025-07-01 07:13:39,031 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 2 days, 21:27:41, time: 0.955, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1814, s0.acc: 93.8645, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2433, s1.loss_cls: 0.0842, s1.acc: 94.0880, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1196, s2.loss_cls: 0.0404, s2.acc: 94.1355, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0560, loss: 1.1804 +2025-07-01 07:14:27,060 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 2 days, 21:26:12, time: 0.961, data_time: 0.031, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1897, s0.acc: 93.5840, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2514, s1.loss_cls: 0.0872, s1.acc: 94.0027, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1234, s2.loss_cls: 0.0418, s2.acc: 94.1590, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0578, loss: 1.2291 +2025-07-01 07:15:15,244 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 2 days, 21:24:44, time: 0.964, data_time: 0.026, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1808, s0.acc: 93.8708, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2409, s1.loss_cls: 0.0840, s1.acc: 94.1330, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1187, s2.loss_cls: 0.0399, s2.acc: 94.1996, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1714 +2025-07-01 07:16:06,811 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 2 days, 21:24:03, time: 1.031, data_time: 0.036, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1877, s0.acc: 93.6375, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2449, s1.loss_cls: 0.0874, s1.acc: 93.9326, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1197, s2.loss_cls: 0.0422, s2.acc: 94.0314, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0558, loss: 1.2061 +2025-07-01 07:16:54,612 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 2 days, 21:22:31, time: 0.956, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1860, s0.acc: 93.7241, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2422, s1.loss_cls: 0.0866, s1.acc: 94.0132, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1203, s2.loss_cls: 0.0415, s2.acc: 94.1158, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0568, loss: 1.1894 +2025-07-01 07:17:56,436 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 2 days, 21:24:07, time: 1.236, data_time: 0.026, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1815, s0.acc: 93.8689, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2389, s1.loss_cls: 0.0830, s1.acc: 94.1956, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1190, s2.loss_cls: 0.0403, s2.acc: 94.2907, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0560, loss: 1.1687 +2025-07-01 07:18:44,287 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 2 days, 21:22:36, time: 0.958, data_time: 0.033, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1884, s0.acc: 93.6702, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2487, s1.loss_cls: 0.0878, s1.acc: 93.9565, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1232, s2.loss_cls: 0.0420, s2.acc: 93.9597, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0578, loss: 1.2202 +2025-07-01 07:19:32,012 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 2 days, 21:21:03, time: 0.954, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1795, s0.acc: 93.8904, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2464, s1.loss_cls: 0.0839, s1.acc: 94.1234, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1213, s2.loss_cls: 0.0409, s2.acc: 94.0869, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0567, loss: 1.1840 +2025-07-01 07:20:18,883 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 2 days, 21:19:19, time: 0.937, data_time: 0.033, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1779, s0.acc: 93.9150, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2440, s1.loss_cls: 0.0831, s1.acc: 94.1541, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1205, s2.loss_cls: 0.0402, s2.acc: 94.1904, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0560, loss: 1.1775 +2025-07-01 07:21:06,785 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 2 days, 21:17:49, time: 0.958, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1895, s0.acc: 93.6384, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2565, s1.loss_cls: 0.0883, s1.acc: 93.8098, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1250, s2.loss_cls: 0.0421, s2.acc: 93.9763, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0585, loss: 1.2340 +2025-07-01 07:21:54,423 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 2 days, 21:16:16, time: 0.953, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1749, s0.acc: 94.0801, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2399, s1.loss_cls: 0.0803, s1.acc: 94.3614, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1175, s2.loss_cls: 0.0383, s2.acc: 94.4681, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0551, loss: 1.1539 +2025-07-01 07:22:44,727 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 2 days, 21:15:18, time: 1.006, data_time: 0.031, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1921, s0.acc: 93.5105, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2473, s1.loss_cls: 0.0889, s1.acc: 93.7866, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1218, s2.loss_cls: 0.0427, s2.acc: 93.9202, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0570, loss: 1.2226 +2025-07-01 07:23:32,366 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 2 days, 21:13:46, time: 0.953, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1780, s0.acc: 94.0146, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2423, s1.loss_cls: 0.0831, s1.acc: 94.2432, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1194, s2.loss_cls: 0.0400, s2.acc: 94.2965, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0557, loss: 1.1614 +2025-07-01 07:24:36,315 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 2 days, 21:15:46, time: 1.279, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1918, s0.acc: 93.6230, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2505, s1.loss_cls: 0.0886, s1.acc: 93.9346, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1221, s2.loss_cls: 0.0419, s2.acc: 94.1017, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0569, loss: 1.2265 +2025-07-01 07:25:26,729 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 2 days, 21:14:49, time: 1.008, data_time: 0.024, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1828, s0.acc: 93.9080, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2457, s1.loss_cls: 0.0840, s1.acc: 94.1787, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1204, s2.loss_cls: 0.0406, s2.acc: 94.2107, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0566, loss: 1.1870 +2025-07-01 07:26:14,443 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 2 days, 21:13:18, time: 0.955, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1823, s0.acc: 93.8816, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2446, s1.loss_cls: 0.0850, s1.acc: 94.0760, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1201, s2.loss_cls: 0.0408, s2.acc: 94.0240, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0562, loss: 1.1759 +2025-07-01 07:27:02,686 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 2 days, 21:11:53, time: 0.965, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1888, s0.acc: 93.5522, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2483, s1.loss_cls: 0.0877, s1.acc: 93.9107, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1216, s2.loss_cls: 0.0420, s2.acc: 93.9077, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.2211 +2025-07-01 07:27:51,273 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 2 days, 21:10:33, time: 0.972, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1860, s0.acc: 93.7783, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2411, s1.loss_cls: 0.0865, s1.acc: 94.0206, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1195, s2.loss_cls: 0.0418, s2.acc: 93.9690, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0560, loss: 1.1893 +2025-07-01 07:28:38,680 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 2 days, 21:08:58, time: 0.948, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1749, s0.acc: 94.1831, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2427, s1.loss_cls: 0.0815, s1.acc: 94.4316, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1192, s2.loss_cls: 0.0395, s2.acc: 94.3977, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0562, loss: 1.1596 +2025-07-01 07:29:28,938 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 2 days, 21:08:00, time: 1.005, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1818, s0.acc: 93.7676, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2455, s1.loss_cls: 0.0846, s1.acc: 94.0553, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1206, s2.loss_cls: 0.0406, s2.acc: 94.1083, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.1860 +2025-07-01 07:30:16,536 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 2 days, 21:06:28, time: 0.952, data_time: 0.026, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1708, s0.acc: 94.1875, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2445, s1.loss_cls: 0.0793, s1.acc: 94.4067, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1198, s2.loss_cls: 0.0388, s2.acc: 94.4007, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0568, loss: 1.1529 +2025-07-01 07:31:08,562 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 2 days, 21:05:52, time: 1.040, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1700, s0.acc: 94.2673, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2465, s1.loss_cls: 0.0785, s1.acc: 94.5027, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1228, s2.loss_cls: 0.0379, s2.acc: 94.5154, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0576, loss: 1.1494 +2025-07-01 07:32:10,409 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 2 days, 21:07:22, time: 1.237, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1768, s0.acc: 93.9712, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2412, s1.loss_cls: 0.0822, s1.acc: 94.2370, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1189, s2.loss_cls: 0.0394, s2.acc: 94.3514, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0556, loss: 1.1640 +2025-07-01 07:32:58,072 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 2 days, 21:05:50, time: 0.953, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1751, s0.acc: 93.9368, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2462, s1.loss_cls: 0.0823, s1.acc: 94.2132, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1204, s2.loss_cls: 0.0400, s2.acc: 94.1792, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0569, loss: 1.1782 +2025-07-01 07:33:45,807 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 2 days, 21:04:20, time: 0.955, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1829, s0.acc: 93.9290, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2461, s1.loss_cls: 0.0849, s1.acc: 94.2531, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1209, s2.loss_cls: 0.0405, s2.acc: 94.3308, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0564, loss: 1.1838 +2025-07-01 07:34:33,454 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 2 days, 21:02:49, time: 0.953, data_time: 0.025, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1839, s0.acc: 93.7268, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2465, s1.loss_cls: 0.0852, s1.acc: 94.0083, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1225, s2.loss_cls: 0.0416, s2.acc: 93.9464, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0573, loss: 1.2058 +2025-07-01 07:35:21,433 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 2 days, 21:01:22, time: 0.959, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1827, s0.acc: 93.7546, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2439, s1.loss_cls: 0.0848, s1.acc: 94.0760, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1190, s2.loss_cls: 0.0412, s2.acc: 94.0419, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0559, loss: 1.1986 +2025-07-01 07:36:11,949 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 2 days, 21:00:27, time: 1.010, data_time: 0.034, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1808, s0.acc: 93.8843, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2466, s1.loss_cls: 0.0838, s1.acc: 94.1302, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1207, s2.loss_cls: 0.0405, s2.acc: 94.1408, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0565, loss: 1.1872 +2025-07-01 07:36:59,247 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 2 days, 20:58:53, time: 0.947, data_time: 0.034, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1783, s0.acc: 94.0862, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2447, s1.loss_cls: 0.0830, s1.acc: 94.2996, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1197, s2.loss_cls: 0.0403, s2.acc: 94.3761, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0560, loss: 1.1658 +2025-07-01 07:37:46,985 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 2 days, 20:57:24, time: 0.955, data_time: 0.037, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1802, s0.acc: 93.8599, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2441, s1.loss_cls: 0.0848, s1.acc: 94.0885, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1204, s2.loss_cls: 0.0410, s2.acc: 94.0855, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0563, loss: 1.1814 +2025-07-01 07:38:54,165 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 2 days, 20:59:57, time: 1.344, data_time: 0.031, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1876, s0.acc: 93.7375, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2524, s1.loss_cls: 0.0869, s1.acc: 94.1374, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1231, s2.loss_cls: 0.0416, s2.acc: 94.1742, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0575, loss: 1.2169 +2025-07-01 07:39:41,488 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 2 days, 20:58:22, time: 0.947, data_time: 0.026, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1834, s0.acc: 93.9473, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2429, s1.loss_cls: 0.0845, s1.acc: 94.1917, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1196, s2.loss_cls: 0.0411, s2.acc: 94.1946, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0559, loss: 1.1754 +2025-07-01 07:40:29,170 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 2 days, 20:56:52, time: 0.954, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1889, s0.acc: 93.6760, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2426, s1.loss_cls: 0.0890, s1.acc: 93.8807, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1206, s2.loss_cls: 0.0425, s2.acc: 94.0208, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0563, loss: 1.1996 +2025-07-01 07:41:16,457 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 2 days, 20:55:18, time: 0.946, data_time: 0.024, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1828, s0.acc: 93.8311, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2470, s1.loss_cls: 0.0852, s1.acc: 94.0692, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1205, s2.loss_cls: 0.0406, s2.acc: 94.2453, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0563, loss: 1.1858 +2025-07-01 07:42:04,023 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 2 days, 20:53:47, time: 0.951, data_time: 0.024, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1769, s0.acc: 93.9539, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2461, s1.loss_cls: 0.0831, s1.acc: 94.2322, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1218, s2.loss_cls: 0.0395, s2.acc: 94.3300, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0570, loss: 1.1708 +2025-07-01 07:42:50,998 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 2 days, 20:52:09, time: 0.939, data_time: 0.024, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1704, s0.acc: 94.1665, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2451, s1.loss_cls: 0.0792, s1.acc: 94.4966, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1208, s2.loss_cls: 0.0386, s2.acc: 94.5191, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0563, loss: 1.1456 +2025-07-01 07:43:40,862 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 2 days, 20:51:06, time: 0.997, data_time: 0.031, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1777, s0.acc: 93.9795, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2447, s1.loss_cls: 0.0831, s1.acc: 94.2668, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1198, s2.loss_cls: 0.0402, s2.acc: 94.3101, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0562, loss: 1.1660 +2025-07-01 07:44:28,905 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 2 days, 20:49:42, time: 0.961, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1854, s0.acc: 93.7996, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2414, s1.loss_cls: 0.0850, s1.acc: 94.1653, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1189, s2.loss_cls: 0.0407, s2.acc: 94.3217, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0555, loss: 1.1813 +2025-07-01 07:45:32,200 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 2 days, 20:51:24, time: 1.266, data_time: 0.032, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1887, s0.acc: 93.6980, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2478, s1.loss_cls: 0.0878, s1.acc: 93.9993, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1226, s2.loss_cls: 0.0422, s2.acc: 94.1279, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0573, loss: 1.2141 +2025-07-01 07:46:22,484 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 2 days, 20:50:26, time: 1.005, data_time: 0.024, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1772, s0.acc: 94.1001, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2425, s1.loss_cls: 0.0815, s1.acc: 94.4029, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1198, s2.loss_cls: 0.0392, s2.acc: 94.3904, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0556, loss: 1.1670 +2025-07-01 07:47:09,622 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 2 days, 20:48:51, time: 0.943, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1729, s0.acc: 94.2356, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2390, s1.loss_cls: 0.0807, s1.acc: 94.4877, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1180, s2.loss_cls: 0.0389, s2.acc: 94.4261, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0556, loss: 1.1370 +2025-07-01 07:47:57,535 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 2 days, 20:47:25, time: 0.958, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1816, s0.acc: 94.0942, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2436, s1.loss_cls: 0.0836, s1.acc: 94.3435, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1200, s2.loss_cls: 0.0401, s2.acc: 94.4086, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0562, loss: 1.1648 +2025-07-01 07:48:45,766 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 2 days, 20:46:03, time: 0.965, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1771, s0.acc: 94.0107, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2473, s1.loss_cls: 0.0822, s1.acc: 94.2870, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1214, s2.loss_cls: 0.0399, s2.acc: 94.3415, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0571, loss: 1.1938 +2025-07-01 07:49:32,687 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 2 days, 20:44:26, time: 0.938, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1844, s0.acc: 93.7480, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2420, s1.loss_cls: 0.0867, s1.acc: 93.9170, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1198, s2.loss_cls: 0.0409, s2.acc: 94.1454, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1843 +2025-07-01 07:50:22,358 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 2 days, 20:43:21, time: 0.993, data_time: 0.033, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1867, s0.acc: 93.8220, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2411, s1.loss_cls: 0.0867, s1.acc: 94.0815, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1178, s2.loss_cls: 0.0414, s2.acc: 94.2112, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0551, loss: 1.1867 +2025-07-01 07:51:09,750 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 2 days, 20:41:50, time: 0.948, data_time: 0.026, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1757, s0.acc: 94.0769, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2385, s1.loss_cls: 0.0805, s1.acc: 94.4350, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1175, s2.loss_cls: 0.0383, s2.acc: 94.4743, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0554, loss: 1.1459 +2025-07-01 07:52:04,900 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 2 days, 20:41:51, time: 1.103, data_time: 0.027, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1830, s0.acc: 93.8049, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2438, s1.loss_cls: 0.0852, s1.acc: 94.0309, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1186, s2.loss_cls: 0.0411, s2.acc: 94.0266, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0556, loss: 1.1807 +2025-07-01 07:53:02,610 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 2 days, 20:42:23, time: 1.154, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1985, s0.acc: 93.3784, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2478, s1.loss_cls: 0.0922, s1.acc: 93.6215, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1224, s2.loss_cls: 0.0440, s2.acc: 93.7015, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0575, loss: 1.2464 +2025-07-01 07:53:50,526 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 2 days, 20:40:58, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1805, s0.acc: 93.9641, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2457, s1.loss_cls: 0.0827, s1.acc: 94.3517, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1208, s2.loss_cls: 0.0398, s2.acc: 94.3388, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0565, loss: 1.1906 +2025-07-01 07:54:38,605 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 2 days, 20:39:35, time: 0.962, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1798, s0.acc: 93.8704, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2442, s1.loss_cls: 0.0834, s1.acc: 94.1007, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1204, s2.loss_cls: 0.0400, s2.acc: 94.1931, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.1844 +2025-07-01 07:55:26,430 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 2 days, 20:38:09, time: 0.956, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1725, s0.acc: 94.1458, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2407, s1.loss_cls: 0.0809, s1.acc: 94.4837, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1194, s2.loss_cls: 0.0396, s2.acc: 94.3811, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0559, loss: 1.1546 +2025-07-01 07:56:13,980 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 2 days, 20:36:40, time: 0.951, data_time: 0.025, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1699, s0.acc: 94.3093, s0.loss_bbox: 0.2250, s0.loss_mask: 0.2436, s1.loss_cls: 0.0801, s1.acc: 94.4296, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1187, s2.loss_cls: 0.0382, s2.acc: 94.4602, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0555, loss: 1.1300 +2025-07-01 07:57:04,189 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 2 days, 20:35:43, time: 1.004, data_time: 0.028, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1787, s0.acc: 93.9448, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2466, s1.loss_cls: 0.0830, s1.acc: 94.2457, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1223, s2.loss_cls: 0.0397, s2.acc: 94.3623, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0570, loss: 1.1802 +2025-07-01 07:57:51,902 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 2 days, 20:34:16, time: 0.954, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1824, s0.acc: 93.8457, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2488, s1.loss_cls: 0.0856, s1.acc: 94.0746, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1205, s2.loss_cls: 0.0408, s2.acc: 94.0358, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0562, loss: 1.1877 +2025-07-01 07:58:39,098 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 2 days, 20:32:43, time: 0.944, data_time: 0.030, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1778, s0.acc: 93.9727, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2427, s1.loss_cls: 0.0833, s1.acc: 94.1464, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1187, s2.loss_cls: 0.0405, s2.acc: 94.1554, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0552, loss: 1.1609 +2025-07-01 07:59:42,079 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 2 days, 20:34:15, time: 1.260, data_time: 0.029, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1817, s0.acc: 93.8293, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2431, s1.loss_cls: 0.0837, s1.acc: 94.1809, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1191, s2.loss_cls: 0.0401, s2.acc: 94.2889, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0558, loss: 1.1843 +2025-07-01 08:00:30,349 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 2 days, 20:32:55, time: 0.965, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1897, s0.acc: 93.6650, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2462, s1.loss_cls: 0.0872, s1.acc: 93.9434, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1223, s2.loss_cls: 0.0419, s2.acc: 94.0467, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0573, loss: 1.2186 +2025-07-01 08:01:18,333 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 2 days, 20:31:32, time: 0.960, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1859, s0.acc: 93.7478, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2519, s1.loss_cls: 0.0860, s1.acc: 94.0674, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1235, s2.loss_cls: 0.0413, s2.acc: 94.0436, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0583, loss: 1.2112 +2025-07-01 08:02:05,730 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 2 days, 20:30:02, time: 0.948, data_time: 0.026, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1740, s0.acc: 94.1792, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2444, s1.loss_cls: 0.0810, s1.acc: 94.3331, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1216, s2.loss_cls: 0.0386, s2.acc: 94.4185, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0568, loss: 1.1521 +2025-07-01 08:02:53,311 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 2 days, 20:28:34, time: 0.952, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1701, s0.acc: 94.2400, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2435, s1.loss_cls: 0.0785, s1.acc: 94.5392, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1207, s2.loss_cls: 0.0377, s2.acc: 94.5239, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0565, loss: 1.1488 +2025-07-01 08:03:40,528 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 2 days, 20:27:03, time: 0.944, data_time: 0.025, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1792, s0.acc: 93.9890, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2422, s1.loss_cls: 0.0841, s1.acc: 94.1755, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1199, s2.loss_cls: 0.0405, s2.acc: 94.2446, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0561, loss: 1.1708 +2025-07-01 08:04:31,304 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 2 days, 20:26:12, time: 1.016, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1814, s0.acc: 93.7642, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2404, s1.loss_cls: 0.0850, s1.acc: 94.0047, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1192, s2.loss_cls: 0.0410, s2.acc: 94.1157, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0561, loss: 1.1749 +2025-07-01 08:05:18,991 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 2 days, 20:24:46, time: 0.954, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1826, s0.acc: 93.8823, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2406, s1.loss_cls: 0.0853, s1.acc: 94.1564, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1187, s2.loss_cls: 0.0407, s2.acc: 94.1827, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1738 +2025-07-01 08:06:24,477 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 2 days, 20:26:44, time: 1.310, data_time: 0.024, memory: 15571, balance_loss: 0.0008, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1836, s0.acc: 93.7969, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2415, s1.loss_cls: 0.0846, s1.acc: 94.1269, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1186, s2.loss_cls: 0.0407, s2.acc: 94.1424, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0554, loss: 1.1797 +2025-07-01 08:07:12,293 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 2 days, 20:25:20, time: 0.956, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1713, s0.acc: 94.0776, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2448, s1.loss_cls: 0.0799, s1.acc: 94.3368, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1213, s2.loss_cls: 0.0387, s2.acc: 94.3274, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0564, loss: 1.1708 +2025-07-01 08:08:00,042 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 2 days, 20:23:54, time: 0.955, data_time: 0.026, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1825, s0.acc: 93.8594, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2399, s1.loss_cls: 0.0841, s1.acc: 94.2074, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1185, s2.loss_cls: 0.0406, s2.acc: 94.2292, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1816 +2025-07-01 08:08:48,036 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 2 days, 20:22:32, time: 0.960, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1847, s0.acc: 93.7314, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2440, s1.loss_cls: 0.0861, s1.acc: 93.9784, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1208, s2.loss_cls: 0.0417, s2.acc: 94.0873, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1918 +2025-07-01 08:09:35,964 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 2 days, 20:21:10, time: 0.959, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1932, s0.acc: 93.5029, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2487, s1.loss_cls: 0.0898, s1.acc: 93.6975, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1220, s2.loss_cls: 0.0429, s2.acc: 93.8094, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0571, loss: 1.2306 +2025-07-01 08:10:23,394 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 2 days, 20:19:41, time: 0.948, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1752, s0.acc: 94.0879, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2376, s1.loss_cls: 0.0827, s1.acc: 94.2850, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1172, s2.loss_cls: 0.0401, s2.acc: 94.3037, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0548, loss: 1.1492 +2025-07-01 08:11:13,388 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 2 days, 20:18:42, time: 0.999, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1919, s0.acc: 93.6445, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2513, s1.loss_cls: 0.0880, s1.acc: 94.0711, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1236, s2.loss_cls: 0.0415, s2.acc: 94.2377, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0577, loss: 1.2166 +2025-07-01 08:12:00,648 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 2 days, 20:17:12, time: 0.946, data_time: 0.037, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1856, s0.acc: 93.7427, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2473, s1.loss_cls: 0.0873, s1.acc: 93.8809, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1207, s2.loss_cls: 0.0421, s2.acc: 93.9524, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0568, loss: 1.1936 +2025-07-01 08:12:55,791 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 2 days, 20:17:11, time: 1.103, data_time: 0.036, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1842, s0.acc: 93.7974, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2471, s1.loss_cls: 0.0860, s1.acc: 94.1130, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1215, s2.loss_cls: 0.0409, s2.acc: 94.1973, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0566, loss: 1.1957 +2025-07-01 08:13:50,974 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 2 days, 20:17:10, time: 1.104, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1879, s0.acc: 93.6477, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2453, s1.loss_cls: 0.0878, s1.acc: 94.0158, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1193, s2.loss_cls: 0.0420, s2.acc: 94.0928, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0558, loss: 1.2015 +2025-07-01 08:14:38,534 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 2 days, 20:15:43, time: 0.951, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1824, s0.acc: 93.8340, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2440, s1.loss_cls: 0.0862, s1.acc: 94.0253, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1202, s2.loss_cls: 0.0418, s2.acc: 93.9017, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0563, loss: 1.1861 +2025-07-01 08:15:26,713 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 2 days, 20:14:24, time: 0.963, data_time: 0.025, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1802, s0.acc: 93.8972, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2437, s1.loss_cls: 0.0831, s1.acc: 94.2132, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1204, s2.loss_cls: 0.0400, s2.acc: 94.2649, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0565, loss: 1.1854 +2025-07-01 08:16:14,529 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 2 days, 20:13:01, time: 0.957, data_time: 0.026, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1895, s0.acc: 93.7305, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2417, s1.loss_cls: 0.0870, s1.acc: 94.0421, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1189, s2.loss_cls: 0.0422, s2.acc: 94.0498, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0555, loss: 1.1979 +2025-07-01 08:17:02,467 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 2 days, 20:11:39, time: 0.958, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1788, s0.acc: 94.0322, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2413, s1.loss_cls: 0.0845, s1.acc: 94.2402, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1199, s2.loss_cls: 0.0412, s2.acc: 94.2086, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0560, loss: 1.1693 +2025-07-01 08:17:52,076 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 2 days, 20:10:36, time: 0.992, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1763, s0.acc: 93.9619, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2425, s1.loss_cls: 0.0813, s1.acc: 94.3023, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1191, s2.loss_cls: 0.0392, s2.acc: 94.3378, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0558, loss: 1.1589 +2025-07-01 08:18:29,982 - mmdet - INFO - Saving checkpoint at 3 epochs +2025-07-01 08:21:43,203 - mmdet - INFO - Evaluating bbox... +2025-07-01 08:22:16,317 - mmdet - INFO - Evaluating segm... +2025-07-01 08:22:48,286 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 08:22:48,286 - mmdet - INFO - Epoch(val) [3][7330] bbox_mAP: 0.4310, bbox_mAP_50: 0.6120, bbox_mAP_75: 0.4710, bbox_mAP_s: 0.2630, bbox_mAP_m: 0.4630, bbox_mAP_l: 0.5790, bbox_mAP_copypaste: 0.431 0.612 0.471 0.263 0.463 0.579, segm_mAP: 0.3750, segm_mAP_50: 0.5860, segm_mAP_75: 0.4030, segm_mAP_s: 0.2130, segm_mAP_m: 0.4080, segm_mAP_l: 0.5220, segm_mAP_copypaste: 0.375 0.586 0.403 0.213 0.408 0.522 +2025-07-01 08:25:06,319 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 2 days, 20:19:38, time: 2.760, data_time: 1.536, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1831, s0.acc: 93.6956, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2450, s1.loss_cls: 0.0850, s1.acc: 94.0134, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1201, s2.loss_cls: 0.0412, s2.acc: 93.9360, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0563, loss: 1.2054 +2025-07-01 08:25:57,725 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 2 days, 20:18:53, time: 1.028, data_time: 0.036, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1785, s0.acc: 93.9187, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2448, s1.loss_cls: 0.0832, s1.acc: 94.1044, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1189, s2.loss_cls: 0.0404, s2.acc: 94.0436, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0557, loss: 1.1811 +2025-07-01 08:26:48,799 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 2 days, 20:18:05, time: 1.022, data_time: 0.037, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1832, s0.acc: 93.8726, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2405, s1.loss_cls: 0.0842, s1.acc: 94.2012, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1178, s2.loss_cls: 0.0404, s2.acc: 94.3135, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1680 +2025-07-01 08:27:39,869 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 2 days, 20:17:16, time: 1.021, data_time: 0.034, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1878, s0.acc: 93.6528, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2468, s1.loss_cls: 0.0866, s1.acc: 93.8836, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1223, s2.loss_cls: 0.0411, s2.acc: 94.0831, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0570, loss: 1.2118 +2025-07-01 08:28:30,560 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 2 days, 20:16:24, time: 1.014, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1819, s0.acc: 93.8357, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2399, s1.loss_cls: 0.0842, s1.acc: 94.1062, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1180, s2.loss_cls: 0.0404, s2.acc: 94.1922, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1724 +2025-07-01 08:29:21,257 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 2 days, 20:15:31, time: 1.014, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1807, s0.acc: 93.8545, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2407, s1.loss_cls: 0.0821, s1.acc: 94.2641, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1186, s2.loss_cls: 0.0389, s2.acc: 94.3370, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0555, loss: 1.1704 +2025-07-01 08:30:14,324 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 2 days, 20:15:04, time: 1.061, data_time: 0.032, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1772, s0.acc: 93.9707, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2406, s1.loss_cls: 0.0816, s1.acc: 94.3121, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1186, s2.loss_cls: 0.0395, s2.acc: 94.2760, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0556, loss: 1.1717 +2025-07-01 08:31:05,168 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 2 days, 20:14:13, time: 1.017, data_time: 0.032, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1896, s0.acc: 93.5789, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2485, s1.loss_cls: 0.0889, s1.acc: 93.7965, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1217, s2.loss_cls: 0.0424, s2.acc: 93.9845, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0571, loss: 1.2181 +2025-07-01 08:32:10,720 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 2 days, 20:16:00, time: 1.311, data_time: 0.035, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1848, s0.acc: 93.7466, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2505, s1.loss_cls: 0.0848, s1.acc: 94.1177, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1223, s2.loss_cls: 0.0408, s2.acc: 94.1193, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2155 +2025-07-01 08:33:00,808 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 2 days, 20:15:01, time: 1.002, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1918, s0.acc: 93.6506, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2425, s1.loss_cls: 0.0891, s1.acc: 93.9797, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1195, s2.loss_cls: 0.0429, s2.acc: 93.9425, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0556, loss: 1.2063 +2025-07-01 08:33:50,502 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 2 days, 20:13:57, time: 0.994, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1852, s0.acc: 93.7549, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2515, s1.loss_cls: 0.0861, s1.acc: 93.9441, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1249, s2.loss_cls: 0.0420, s2.acc: 93.9789, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0580, loss: 1.2053 +2025-07-01 08:34:39,884 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 2 days, 20:12:50, time: 0.988, data_time: 0.035, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1789, s0.acc: 93.9980, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2464, s1.loss_cls: 0.0818, s1.acc: 94.3557, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1213, s2.loss_cls: 0.0396, s2.acc: 94.3193, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0568, loss: 1.1868 +2025-07-01 08:35:28,898 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 2 days, 20:11:39, time: 0.980, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1657, s0.acc: 94.3547, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2406, s1.loss_cls: 0.0758, s1.acc: 94.7354, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1185, s2.loss_cls: 0.0366, s2.acc: 94.7628, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0553, loss: 1.1308 +2025-07-01 08:36:18,213 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 2 days, 20:10:31, time: 0.986, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1670, s0.acc: 94.2241, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2488, s1.loss_cls: 0.0766, s1.acc: 94.5245, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1207, s2.loss_cls: 0.0369, s2.acc: 94.6135, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0568, loss: 1.1516 +2025-07-01 08:37:10,462 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 2 days, 20:09:55, time: 1.045, data_time: 0.032, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1767, s0.acc: 93.9297, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2400, s1.loss_cls: 0.0822, s1.acc: 94.1344, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1171, s2.loss_cls: 0.0402, s2.acc: 94.0930, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0546, loss: 1.1593 +2025-07-01 08:38:00,070 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 2 days, 20:08:51, time: 0.992, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1810, s0.acc: 93.8518, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2407, s1.loss_cls: 0.0838, s1.acc: 94.1606, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1180, s2.loss_cls: 0.0405, s2.acc: 94.1392, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0553, loss: 1.1748 +2025-07-01 08:39:01,905 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 2 days, 20:09:56, time: 1.237, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1768, s0.acc: 94.0620, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2437, s1.loss_cls: 0.0814, s1.acc: 94.3896, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1201, s2.loss_cls: 0.0393, s2.acc: 94.4463, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1651 +2025-07-01 08:39:55,617 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 2 days, 20:09:34, time: 1.074, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1831, s0.acc: 93.7744, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2462, s1.loss_cls: 0.0850, s1.acc: 93.9962, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1216, s2.loss_cls: 0.0409, s2.acc: 94.1497, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.1936 +2025-07-01 08:40:42,903 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 2 days, 20:08:05, time: 0.946, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1739, s0.acc: 94.1348, s0.loss_bbox: 0.2275, s0.loss_mask: 0.2489, s1.loss_cls: 0.0805, s1.acc: 94.4983, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1220, s2.loss_cls: 0.0383, s2.acc: 94.5586, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0568, loss: 1.1494 +2025-07-01 08:41:30,717 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 2 days, 20:06:42, time: 0.956, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1732, s0.acc: 94.0317, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2424, s1.loss_cls: 0.0801, s1.acc: 94.3533, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1194, s2.loss_cls: 0.0389, s2.acc: 94.4001, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0562, loss: 1.1587 +2025-07-01 08:42:19,360 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 2 days, 20:05:27, time: 0.973, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1788, s0.acc: 93.8521, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2394, s1.loss_cls: 0.0817, s1.acc: 94.2327, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1177, s2.loss_cls: 0.0393, s2.acc: 94.3389, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0549, loss: 1.1646 +2025-07-01 08:43:07,560 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 2 days, 20:04:09, time: 0.964, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1791, s0.acc: 93.9312, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2456, s1.loss_cls: 0.0827, s1.acc: 94.2288, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1221, s2.loss_cls: 0.0401, s2.acc: 94.2795, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0574, loss: 1.1804 +2025-07-01 08:43:58,369 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 2 days, 20:03:17, time: 1.016, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1890, s0.acc: 93.6509, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2490, s1.loss_cls: 0.0867, s1.acc: 94.0416, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1225, s2.loss_cls: 0.0414, s2.acc: 94.1045, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0571, loss: 1.2128 +2025-07-01 08:44:46,652 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 2 days, 20:01:59, time: 0.966, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1736, s0.acc: 94.0188, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2365, s1.loss_cls: 0.0801, s1.acc: 94.3441, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1162, s2.loss_cls: 0.0391, s2.acc: 94.2756, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1563 +2025-07-01 08:45:34,981 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 2 days, 20:00:42, time: 0.966, data_time: 0.034, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1745, s0.acc: 94.0420, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2374, s1.loss_cls: 0.0792, s1.acc: 94.4725, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1166, s2.loss_cls: 0.0382, s2.acc: 94.4861, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0545, loss: 1.1542 +2025-07-01 08:46:43,114 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 2 days, 20:02:49, time: 1.363, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1733, s0.acc: 94.0100, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2492, s1.loss_cls: 0.0789, s1.acc: 94.4938, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1223, s2.loss_cls: 0.0379, s2.acc: 94.5167, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0578, loss: 1.1640 +2025-07-01 08:47:31,403 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 2 days, 20:01:31, time: 0.966, data_time: 0.032, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1795, s0.acc: 93.9177, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2465, s1.loss_cls: 0.0827, s1.acc: 94.2383, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1223, s2.loss_cls: 0.0398, s2.acc: 94.3222, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0572, loss: 1.1808 +2025-07-01 08:48:19,105 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 2 days, 20:00:07, time: 0.954, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1774, s0.acc: 93.9902, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2477, s1.loss_cls: 0.0811, s1.acc: 94.3012, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1224, s2.loss_cls: 0.0388, s2.acc: 94.4479, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0579, loss: 1.1829 +2025-07-01 08:49:06,335 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 2 days, 19:58:39, time: 0.945, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1717, s0.acc: 94.0361, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2516, s1.loss_cls: 0.0795, s1.acc: 94.3980, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1234, s2.loss_cls: 0.0379, s2.acc: 94.5151, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0573, loss: 1.1758 +2025-07-01 08:49:54,568 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 2 days, 19:57:21, time: 0.965, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1833, s0.acc: 93.8423, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2471, s1.loss_cls: 0.0853, s1.acc: 94.0346, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1220, s2.loss_cls: 0.0407, s2.acc: 94.1439, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0573, loss: 1.1946 +2025-07-01 08:50:42,113 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 2 days, 19:55:56, time: 0.951, data_time: 0.024, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1733, s0.acc: 94.1997, s0.loss_bbox: 0.2264, s0.loss_mask: 0.2411, s1.loss_cls: 0.0780, s1.acc: 94.6465, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1202, s2.loss_cls: 0.0371, s2.acc: 94.7539, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0567, loss: 1.1350 +2025-07-01 08:51:32,302 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 2 days, 19:54:58, time: 1.004, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1760, s0.acc: 94.0981, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2405, s1.loss_cls: 0.0811, s1.acc: 94.3535, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1191, s2.loss_cls: 0.0388, s2.acc: 94.3876, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0556, loss: 1.1427 +2025-07-01 08:52:20,407 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 2 days, 19:53:39, time: 0.963, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1767, s0.acc: 93.9934, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2460, s1.loss_cls: 0.0821, s1.acc: 94.2531, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1217, s2.loss_cls: 0.0396, s2.acc: 94.3230, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0573, loss: 1.1710 +2025-07-01 08:53:27,065 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 2 days, 19:55:28, time: 1.333, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1866, s0.acc: 93.7000, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2457, s1.loss_cls: 0.0857, s1.acc: 93.9690, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1209, s2.loss_cls: 0.0412, s2.acc: 94.0331, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0563, loss: 1.1957 +2025-07-01 08:54:15,227 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 2 days, 19:54:09, time: 0.963, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1769, s0.acc: 94.0088, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2459, s1.loss_cls: 0.0820, s1.acc: 94.2979, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1204, s2.loss_cls: 0.0393, s2.acc: 94.3263, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0564, loss: 1.1663 +2025-07-01 08:55:03,031 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 2 days, 19:52:47, time: 0.956, data_time: 0.023, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1741, s0.acc: 94.1199, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2391, s1.loss_cls: 0.0811, s1.acc: 94.3525, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1176, s2.loss_cls: 0.0392, s2.acc: 94.3792, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0550, loss: 1.1463 +2025-07-01 08:55:51,693 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 2 days, 19:51:34, time: 0.973, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1838, s0.acc: 93.7639, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2420, s1.loss_cls: 0.0844, s1.acc: 94.1838, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1198, s2.loss_cls: 0.0404, s2.acc: 94.2753, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0562, loss: 1.1851 +2025-07-01 08:56:39,608 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 2 days, 19:50:13, time: 0.958, data_time: 0.026, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1805, s0.acc: 93.8396, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2463, s1.loss_cls: 0.0834, s1.acc: 94.0847, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1210, s2.loss_cls: 0.0401, s2.acc: 94.1687, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0570, loss: 1.1738 +2025-07-01 08:57:27,084 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 2 days, 19:48:48, time: 0.950, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1731, s0.acc: 94.1843, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2434, s1.loss_cls: 0.0794, s1.acc: 94.4758, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1214, s2.loss_cls: 0.0379, s2.acc: 94.6350, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0572, loss: 1.1539 +2025-07-01 08:58:17,566 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 2 days, 19:47:53, time: 1.010, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1797, s0.acc: 93.8811, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2538, s1.loss_cls: 0.0820, s1.acc: 94.1863, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1249, s2.loss_cls: 0.0391, s2.acc: 94.2838, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0584, loss: 1.1897 +2025-07-01 08:59:05,193 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 2 days, 19:46:30, time: 0.952, data_time: 0.026, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1695, s0.acc: 94.2881, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2370, s1.loss_cls: 0.0779, s1.acc: 94.5904, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1175, s2.loss_cls: 0.0383, s2.acc: 94.4855, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0549, loss: 1.1276 +2025-07-01 09:00:13,083 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 2 days, 19:48:29, time: 1.358, data_time: 0.025, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1782, s0.acc: 93.9451, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2440, s1.loss_cls: 0.0829, s1.acc: 94.2281, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1203, s2.loss_cls: 0.0394, s2.acc: 94.3764, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0563, loss: 1.1685 +2025-07-01 09:01:00,833 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 2 days, 19:47:06, time: 0.955, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1807, s0.acc: 93.7515, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2451, s1.loss_cls: 0.0840, s1.acc: 94.0158, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1203, s2.loss_cls: 0.0405, s2.acc: 94.1376, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0562, loss: 1.1909 +2025-07-01 09:01:48,900 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 2 days, 19:45:47, time: 0.961, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1804, s0.acc: 93.7778, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2446, s1.loss_cls: 0.0847, s1.acc: 93.9821, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1195, s2.loss_cls: 0.0405, s2.acc: 94.0812, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0561, loss: 1.1874 +2025-07-01 09:02:36,097 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 2 days, 19:44:20, time: 0.944, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1811, s0.acc: 93.7756, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2525, s1.loss_cls: 0.0845, s1.acc: 94.0631, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1242, s2.loss_cls: 0.0409, s2.acc: 94.1279, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0580, loss: 1.1996 +2025-07-01 09:03:23,038 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 2 days, 19:42:50, time: 0.939, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1777, s0.acc: 94.0103, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2425, s1.loss_cls: 0.0823, s1.acc: 94.2721, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1196, s2.loss_cls: 0.0392, s2.acc: 94.3188, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0562, loss: 1.1693 +2025-07-01 09:04:10,916 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 2 days, 19:41:30, time: 0.958, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1739, s0.acc: 94.1052, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2474, s1.loss_cls: 0.0794, s1.acc: 94.4399, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1220, s2.loss_cls: 0.0379, s2.acc: 94.5167, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0570, loss: 1.1637 +2025-07-01 09:05:01,359 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 2 days, 19:40:35, time: 1.008, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1802, s0.acc: 93.9189, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2482, s1.loss_cls: 0.0831, s1.acc: 94.2335, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1214, s2.loss_cls: 0.0399, s2.acc: 94.2719, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0569, loss: 1.1867 +2025-07-01 09:05:48,760 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 2 days, 19:39:10, time: 0.948, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1702, s0.acc: 94.2588, s0.loss_bbox: 0.2276, s0.loss_mask: 0.2396, s1.loss_cls: 0.0783, s1.acc: 94.6165, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1198, s2.loss_cls: 0.0374, s2.acc: 94.6548, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0563, loss: 1.1332 +2025-07-01 09:06:42,019 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 2 days, 19:38:43, time: 1.066, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1917, s0.acc: 93.5271, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2581, s1.loss_cls: 0.0890, s1.acc: 93.9119, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1274, s2.loss_cls: 0.0427, s2.acc: 94.0610, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0589, loss: 1.2535 +2025-07-01 09:07:41,025 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 2 days, 19:39:11, time: 1.180, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1786, s0.acc: 93.8984, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2458, s1.loss_cls: 0.0820, s1.acc: 94.2299, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1203, s2.loss_cls: 0.0393, s2.acc: 94.3371, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0560, loss: 1.1798 +2025-07-01 09:08:29,197 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 2 days, 19:37:54, time: 0.963, data_time: 0.027, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1727, s0.acc: 94.0686, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2380, s1.loss_cls: 0.0801, s1.acc: 94.3394, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1189, s2.loss_cls: 0.0389, s2.acc: 94.3871, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0556, loss: 1.1505 +2025-07-01 09:09:17,051 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 2 days, 19:36:34, time: 0.956, data_time: 0.026, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1744, s0.acc: 94.0828, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2414, s1.loss_cls: 0.0804, s1.acc: 94.4254, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1200, s2.loss_cls: 0.0387, s2.acc: 94.4988, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0563, loss: 1.1634 +2025-07-01 09:10:04,665 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 2 days, 19:35:12, time: 0.953, data_time: 0.033, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1860, s0.acc: 93.7454, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2478, s1.loss_cls: 0.0862, s1.acc: 94.0685, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1226, s2.loss_cls: 0.0412, s2.acc: 94.1449, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0578, loss: 1.2107 +2025-07-01 09:10:52,524 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 2 days, 19:33:52, time: 0.957, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1894, s0.acc: 93.6433, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2516, s1.loss_cls: 0.0882, s1.acc: 93.8720, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1228, s2.loss_cls: 0.0419, s2.acc: 94.0187, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0575, loss: 1.2179 +2025-07-01 09:11:42,826 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 2 days, 19:32:55, time: 1.006, data_time: 0.036, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1759, s0.acc: 93.8806, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2428, s1.loss_cls: 0.0808, s1.acc: 94.2449, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1209, s2.loss_cls: 0.0390, s2.acc: 94.4379, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0568, loss: 1.1712 +2025-07-01 09:12:30,443 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 2 days, 19:31:33, time: 0.952, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1736, s0.acc: 94.1890, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2468, s1.loss_cls: 0.0801, s1.acc: 94.4351, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1219, s2.loss_cls: 0.0386, s2.acc: 94.5141, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0574, loss: 1.1598 +2025-07-01 09:13:18,448 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 2 days, 19:30:15, time: 0.960, data_time: 0.025, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1814, s0.acc: 93.8521, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2429, s1.loss_cls: 0.0843, s1.acc: 94.0002, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1206, s2.loss_cls: 0.0410, s2.acc: 94.1019, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0563, loss: 1.1811 +2025-07-01 09:14:26,327 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 2 days, 19:32:08, time: 1.357, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1816, s0.acc: 93.8760, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2424, s1.loss_cls: 0.0845, s1.acc: 94.1090, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1187, s2.loss_cls: 0.0409, s2.acc: 94.1330, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0552, loss: 1.1736 +2025-07-01 09:15:14,267 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 2 days, 19:30:49, time: 0.959, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1850, s0.acc: 93.7512, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2431, s1.loss_cls: 0.0852, s1.acc: 94.1002, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1197, s2.loss_cls: 0.0414, s2.acc: 94.1671, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0562, loss: 1.1858 +2025-07-01 09:16:01,563 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 2 days, 19:29:24, time: 0.946, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1806, s0.acc: 93.7644, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2414, s1.loss_cls: 0.0837, s1.acc: 94.0530, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1197, s2.loss_cls: 0.0403, s2.acc: 94.1120, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0555, loss: 1.1722 +2025-07-01 09:16:49,646 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 2 days, 19:28:06, time: 0.962, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1820, s0.acc: 93.7478, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2410, s1.loss_cls: 0.0849, s1.acc: 93.9761, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1195, s2.loss_cls: 0.0411, s2.acc: 94.0237, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0560, loss: 1.1865 +2025-07-01 09:17:37,161 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 2 days, 19:26:44, time: 0.950, data_time: 0.034, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1707, s0.acc: 94.1775, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2397, s1.loss_cls: 0.0795, s1.acc: 94.4920, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1177, s2.loss_cls: 0.0381, s2.acc: 94.5608, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0549, loss: 1.1347 +2025-07-01 09:18:24,460 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 2 days, 19:25:19, time: 0.945, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1665, s0.acc: 94.2651, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2398, s1.loss_cls: 0.0782, s1.acc: 94.5123, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1180, s2.loss_cls: 0.0375, s2.acc: 94.5291, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0553, loss: 1.1294 +2025-07-01 09:19:14,942 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 2 days, 19:24:25, time: 1.010, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1810, s0.acc: 93.8347, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2416, s1.loss_cls: 0.0826, s1.acc: 94.2782, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1182, s2.loss_cls: 0.0396, s2.acc: 94.3798, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1711 +2025-07-01 09:20:02,992 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 2 days, 19:23:08, time: 0.961, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1899, s0.acc: 93.5403, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2523, s1.loss_cls: 0.0874, s1.acc: 93.8229, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1229, s2.loss_cls: 0.0420, s2.acc: 93.8705, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0577, loss: 1.2205 +2025-07-01 09:21:10,653 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 2 days, 19:24:55, time: 1.353, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1840, s0.acc: 93.7783, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2532, s1.loss_cls: 0.0850, s1.acc: 94.0527, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1241, s2.loss_cls: 0.0403, s2.acc: 94.2464, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0581, loss: 1.2051 +2025-07-01 09:21:58,379 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 2 days, 19:23:35, time: 0.954, data_time: 0.031, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1778, s0.acc: 93.9082, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2453, s1.loss_cls: 0.0831, s1.acc: 94.1632, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1223, s2.loss_cls: 0.0400, s2.acc: 94.1635, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0574, loss: 1.1722 +2025-07-01 09:22:46,351 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 2 days, 19:22:17, time: 0.960, data_time: 0.030, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1774, s0.acc: 94.0442, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2421, s1.loss_cls: 0.0820, s1.acc: 94.2821, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1201, s2.loss_cls: 0.0396, s2.acc: 94.3456, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0564, loss: 1.1663 +2025-07-01 09:23:34,187 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 2 days, 19:20:58, time: 0.956, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1744, s0.acc: 94.1064, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2387, s1.loss_cls: 0.0807, s1.acc: 94.3608, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1172, s2.loss_cls: 0.0388, s2.acc: 94.4592, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0546, loss: 1.1456 +2025-07-01 09:24:21,980 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 2 days, 19:19:38, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1799, s0.acc: 93.8428, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2443, s1.loss_cls: 0.0840, s1.acc: 94.1007, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1204, s2.loss_cls: 0.0398, s2.acc: 94.2469, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.1879 +2025-07-01 09:25:09,867 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 2 days, 19:18:20, time: 0.958, data_time: 0.025, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1699, s0.acc: 94.1204, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2415, s1.loss_cls: 0.0793, s1.acc: 94.3691, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1195, s2.loss_cls: 0.0386, s2.acc: 94.3551, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0563, loss: 1.1514 +2025-07-01 09:26:00,456 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 2 days, 19:17:27, time: 1.012, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1786, s0.acc: 94.0154, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2410, s1.loss_cls: 0.0832, s1.acc: 94.2167, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1190, s2.loss_cls: 0.0398, s2.acc: 94.2787, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0554, loss: 1.1670 +2025-07-01 09:26:48,792 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 2 days, 19:16:13, time: 0.967, data_time: 0.029, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1882, s0.acc: 93.6550, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2482, s1.loss_cls: 0.0864, s1.acc: 93.9490, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1214, s2.loss_cls: 0.0413, s2.acc: 94.1109, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0569, loss: 1.2106 +2025-07-01 09:27:42,836 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 2 days, 19:15:51, time: 1.080, data_time: 0.028, memory: 15571, balance_loss: 0.0009, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1702, s0.acc: 94.2910, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2399, s1.loss_cls: 0.0778, s1.acc: 94.6670, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1181, s2.loss_cls: 0.0381, s2.acc: 94.5885, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0555, loss: 1.1287 +2025-07-01 09:28:41,140 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 2 days, 19:16:10, time: 1.167, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1788, s0.acc: 93.8689, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2470, s1.loss_cls: 0.0833, s1.acc: 94.1599, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1206, s2.loss_cls: 0.0400, s2.acc: 94.1506, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1851 +2025-07-01 09:29:28,803 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 2 days, 19:14:49, time: 0.953, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1707, s0.acc: 94.2056, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2446, s1.loss_cls: 0.0791, s1.acc: 94.4995, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1210, s2.loss_cls: 0.0377, s2.acc: 94.6624, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0562, loss: 1.1405 +2025-07-01 09:30:17,106 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 2 days, 19:13:35, time: 0.967, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1797, s0.acc: 93.9399, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2460, s1.loss_cls: 0.0819, s1.acc: 94.3186, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1221, s2.loss_cls: 0.0394, s2.acc: 94.3420, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0568, loss: 1.1898 +2025-07-01 09:31:04,940 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 2 days, 19:12:17, time: 0.957, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1809, s0.acc: 93.7915, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2363, s1.loss_cls: 0.0845, s1.acc: 94.0340, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1166, s2.loss_cls: 0.0410, s2.acc: 94.0398, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0547, loss: 1.1705 +2025-07-01 09:31:52,577 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 2 days, 19:10:56, time: 0.953, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1811, s0.acc: 93.8892, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2354, s1.loss_cls: 0.0846, s1.acc: 94.1245, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1167, s2.loss_cls: 0.0406, s2.acc: 94.1493, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0550, loss: 1.1665 +2025-07-01 09:32:42,460 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 2 days, 19:09:57, time: 0.997, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1800, s0.acc: 93.9797, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2410, s1.loss_cls: 0.0823, s1.acc: 94.2716, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1186, s2.loss_cls: 0.0400, s2.acc: 94.3139, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0556, loss: 1.1660 +2025-07-01 09:33:31,177 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 2 days, 19:08:47, time: 0.975, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1847, s0.acc: 93.7532, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2399, s1.loss_cls: 0.0851, s1.acc: 94.0534, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1174, s2.loss_cls: 0.0409, s2.acc: 94.1959, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0550, loss: 1.1963 +2025-07-01 09:34:19,113 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 2 days, 19:07:30, time: 0.959, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1735, s0.acc: 94.0430, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2395, s1.loss_cls: 0.0811, s1.acc: 94.2699, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1180, s2.loss_cls: 0.0395, s2.acc: 94.2968, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1505 +2025-07-01 09:35:22,708 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 2 days, 19:08:35, time: 1.272, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1761, s0.acc: 94.0042, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2437, s1.loss_cls: 0.0809, s1.acc: 94.3175, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1191, s2.loss_cls: 0.0391, s2.acc: 94.3317, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0556, loss: 1.1705 +2025-07-01 09:36:09,776 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 2 days, 19:07:10, time: 0.941, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1769, s0.acc: 94.1230, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2448, s1.loss_cls: 0.0815, s1.acc: 94.3700, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1205, s2.loss_cls: 0.0397, s2.acc: 94.3831, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0563, loss: 1.1600 +2025-07-01 09:36:57,752 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 2 days, 19:05:53, time: 0.959, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1709, s0.acc: 94.1960, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2490, s1.loss_cls: 0.0793, s1.acc: 94.5306, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1216, s2.loss_cls: 0.0382, s2.acc: 94.5115, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0570, loss: 1.1515 +2025-07-01 09:37:46,050 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 2 days, 19:04:39, time: 0.967, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1771, s0.acc: 93.9060, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2482, s1.loss_cls: 0.0815, s1.acc: 94.2698, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1230, s2.loss_cls: 0.0389, s2.acc: 94.2605, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0579, loss: 1.1858 +2025-07-01 09:38:34,011 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 2 days, 19:03:23, time: 0.959, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1766, s0.acc: 93.9966, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2410, s1.loss_cls: 0.0820, s1.acc: 94.3084, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1185, s2.loss_cls: 0.0394, s2.acc: 94.4173, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0561, loss: 1.1717 +2025-07-01 09:39:22,116 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 2 days, 19:02:07, time: 0.962, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1782, s0.acc: 94.0071, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2447, s1.loss_cls: 0.0827, s1.acc: 94.2492, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1202, s2.loss_cls: 0.0393, s2.acc: 94.4866, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0561, loss: 1.1689 +2025-07-01 09:40:12,503 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 2 days, 19:01:13, time: 1.008, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1780, s0.acc: 93.9763, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2397, s1.loss_cls: 0.0823, s1.acc: 94.2730, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1184, s2.loss_cls: 0.0399, s2.acc: 94.2784, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0558, loss: 1.1715 +2025-07-01 09:41:00,011 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 2 days, 18:59:52, time: 0.950, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1699, s0.acc: 94.1199, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2348, s1.loss_cls: 0.0789, s1.acc: 94.4182, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0380, s2.acc: 94.5680, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0542, loss: 1.1351 +2025-07-01 09:42:03,790 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 2 days, 19:00:57, time: 1.276, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1779, s0.acc: 94.0127, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2404, s1.loss_cls: 0.0814, s1.acc: 94.3230, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1186, s2.loss_cls: 0.0395, s2.acc: 94.3893, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1654 +2025-07-01 09:42:51,378 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 2 days, 18:59:37, time: 0.952, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1734, s0.acc: 94.0166, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2429, s1.loss_cls: 0.0802, s1.acc: 94.3554, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1201, s2.loss_cls: 0.0390, s2.acc: 94.3568, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0562, loss: 1.1527 +2025-07-01 09:43:39,407 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 2 days, 18:58:22, time: 0.960, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1758, s0.acc: 93.9417, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2399, s1.loss_cls: 0.0826, s1.acc: 94.2057, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1184, s2.loss_cls: 0.0395, s2.acc: 94.2974, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0552, loss: 1.1593 +2025-07-01 09:44:26,791 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 2 days, 18:57:00, time: 0.947, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1724, s0.acc: 94.1074, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2473, s1.loss_cls: 0.0795, s1.acc: 94.4576, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1226, s2.loss_cls: 0.0381, s2.acc: 94.5591, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0574, loss: 1.1660 +2025-07-01 09:45:14,978 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 2 days, 18:55:46, time: 0.964, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1811, s0.acc: 93.8015, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2414, s1.loss_cls: 0.0843, s1.acc: 94.0893, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1181, s2.loss_cls: 0.0404, s2.acc: 94.0904, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0554, loss: 1.1926 +2025-07-01 09:46:02,366 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 2 days, 18:54:25, time: 0.948, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1681, s0.acc: 94.2864, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2437, s1.loss_cls: 0.0778, s1.acc: 94.5615, s1.loss_bbox: 0.1012, s1.loss_mask: 0.1189, s2.loss_cls: 0.0377, s2.acc: 94.5531, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0553, loss: 1.1281 +2025-07-01 09:46:52,378 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 2 days, 18:53:27, time: 1.000, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1813, s0.acc: 93.7812, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2478, s1.loss_cls: 0.0836, s1.acc: 94.1260, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1216, s2.loss_cls: 0.0407, s2.acc: 94.1050, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.1940 +2025-07-01 09:47:40,136 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 2 days, 18:52:10, time: 0.955, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1837, s0.acc: 93.7944, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2468, s1.loss_cls: 0.0851, s1.acc: 94.1005, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1213, s2.loss_cls: 0.0410, s2.acc: 94.1190, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1880 +2025-07-01 09:48:38,494 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 2 days, 18:52:25, time: 1.167, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1650, s0.acc: 94.3159, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2385, s1.loss_cls: 0.0761, s1.acc: 94.6006, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1168, s2.loss_cls: 0.0368, s2.acc: 94.6669, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0548, loss: 1.1210 +2025-07-01 09:49:36,689 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 2 days, 18:52:39, time: 1.164, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1800, s0.acc: 93.8257, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2497, s1.loss_cls: 0.0836, s1.acc: 94.1127, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1234, s2.loss_cls: 0.0402, s2.acc: 94.1765, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0579, loss: 1.1973 +2025-07-01 09:50:24,417 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 2 days, 18:51:21, time: 0.954, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1811, s0.acc: 93.8821, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2482, s1.loss_cls: 0.0839, s1.acc: 94.1756, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1212, s2.loss_cls: 0.0398, s2.acc: 94.2848, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0566, loss: 1.1857 +2025-07-01 09:51:12,035 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 2 days, 18:50:02, time: 0.953, data_time: 0.034, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1753, s0.acc: 94.0476, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2379, s1.loss_cls: 0.0806, s1.acc: 94.3396, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1168, s2.loss_cls: 0.0385, s2.acc: 94.4278, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0549, loss: 1.1489 +2025-07-01 09:51:59,821 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 2 days, 18:48:45, time: 0.956, data_time: 0.033, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1699, s0.acc: 94.1489, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2374, s1.loss_cls: 0.0779, s1.acc: 94.4823, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1180, s2.loss_cls: 0.0373, s2.acc: 94.5129, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0556, loss: 1.1347 +2025-07-01 09:52:47,862 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 2 days, 18:47:30, time: 0.961, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1831, s0.acc: 93.8633, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2449, s1.loss_cls: 0.0850, s1.acc: 94.1434, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1208, s2.loss_cls: 0.0403, s2.acc: 94.2075, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0564, loss: 1.1909 +2025-07-01 09:53:41,039 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 2 days, 18:47:00, time: 1.064, data_time: 0.034, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1870, s0.acc: 93.7400, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2431, s1.loss_cls: 0.0872, s1.acc: 94.0813, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1200, s2.loss_cls: 0.0426, s2.acc: 94.0376, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0562, loss: 1.2007 +2025-07-01 09:54:29,498 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 2 days, 18:45:49, time: 0.969, data_time: 0.039, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1838, s0.acc: 93.7158, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2482, s1.loss_cls: 0.0851, s1.acc: 94.0069, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1233, s2.loss_cls: 0.0418, s2.acc: 94.0197, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0580, loss: 1.2125 +2025-07-01 09:55:17,188 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 2 days, 18:44:31, time: 0.954, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1823, s0.acc: 93.8801, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2419, s1.loss_cls: 0.0841, s1.acc: 94.2292, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1203, s2.loss_cls: 0.0400, s2.acc: 94.2363, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1817 +2025-07-01 09:56:24,001 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 2 days, 18:45:58, time: 1.336, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1708, s0.acc: 94.2080, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2381, s1.loss_cls: 0.0790, s1.acc: 94.4733, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1180, s2.loss_cls: 0.0378, s2.acc: 94.5035, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0552, loss: 1.1439 +2025-07-01 09:57:12,340 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 2 days, 18:44:46, time: 0.967, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1827, s0.acc: 93.8401, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2414, s1.loss_cls: 0.0841, s1.acc: 94.1503, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1188, s2.loss_cls: 0.0405, s2.acc: 94.1702, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0557, loss: 1.1815 +2025-07-01 09:57:59,576 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 2 days, 18:43:24, time: 0.945, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1746, s0.acc: 93.9766, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2413, s1.loss_cls: 0.0805, s1.acc: 94.2870, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1209, s2.loss_cls: 0.0390, s2.acc: 94.3261, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0568, loss: 1.1622 +2025-07-01 09:58:46,641 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 2 days, 18:42:01, time: 0.941, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1704, s0.acc: 94.2244, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2449, s1.loss_cls: 0.0804, s1.acc: 94.4106, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1206, s2.loss_cls: 0.0387, s2.acc: 94.4245, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0564, loss: 1.1624 +2025-07-01 09:59:34,653 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 2 days, 18:40:47, time: 0.960, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1719, s0.acc: 94.1196, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2399, s1.loss_cls: 0.0810, s1.acc: 94.3497, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1183, s2.loss_cls: 0.0387, s2.acc: 94.4264, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0550, loss: 1.1485 +2025-07-01 10:00:21,967 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 2 days, 18:39:26, time: 0.946, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1718, s0.acc: 94.1621, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2444, s1.loss_cls: 0.0808, s1.acc: 94.3206, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1209, s2.loss_cls: 0.0379, s2.acc: 94.5530, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0568, loss: 1.1565 +2025-07-01 10:01:13,301 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 2 days, 18:38:40, time: 1.027, data_time: 0.036, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1916, s0.acc: 93.5312, s0.loss_bbox: 0.2556, s0.loss_mask: 0.2469, s1.loss_cls: 0.0888, s1.acc: 93.7873, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1206, s2.loss_cls: 0.0423, s2.acc: 93.8925, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0563, loss: 1.2321 +2025-07-01 10:02:02,099 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 2 days, 18:37:32, time: 0.976, data_time: 0.037, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1761, s0.acc: 93.8762, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2423, s1.loss_cls: 0.0817, s1.acc: 94.1675, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1196, s2.loss_cls: 0.0392, s2.acc: 94.2634, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0565, loss: 1.1757 +2025-07-01 10:03:07,626 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 2 days, 18:38:46, time: 1.311, data_time: 0.033, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1769, s0.acc: 93.9683, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2393, s1.loss_cls: 0.0814, s1.acc: 94.2690, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1174, s2.loss_cls: 0.0392, s2.acc: 94.3756, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0551, loss: 1.1548 +2025-07-01 10:03:55,825 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 2 days, 18:37:33, time: 0.964, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1819, s0.acc: 93.8826, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2421, s1.loss_cls: 0.0843, s1.acc: 94.1708, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1185, s2.loss_cls: 0.0408, s2.acc: 94.2774, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1725 +2025-07-01 10:04:43,438 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 2 days, 18:36:15, time: 0.952, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1760, s0.acc: 94.0720, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2435, s1.loss_cls: 0.0808, s1.acc: 94.3827, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1191, s2.loss_cls: 0.0388, s2.acc: 94.4324, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1626 +2025-07-01 10:05:31,345 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 2 days, 18:35:00, time: 0.958, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1771, s0.acc: 93.9822, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2397, s1.loss_cls: 0.0815, s1.acc: 94.2712, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1195, s2.loss_cls: 0.0394, s2.acc: 94.3523, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0559, loss: 1.1688 +2025-07-01 10:06:19,397 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 2 days, 18:33:46, time: 0.961, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1815, s0.acc: 93.8162, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2442, s1.loss_cls: 0.0838, s1.acc: 94.1508, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1194, s2.loss_cls: 0.0403, s2.acc: 94.2398, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.1940 +2025-07-01 10:07:07,265 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 2 days, 18:32:30, time: 0.957, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1827, s0.acc: 93.8130, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2528, s1.loss_cls: 0.0844, s1.acc: 94.1282, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1241, s2.loss_cls: 0.0409, s2.acc: 94.1611, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0582, loss: 1.2078 +2025-07-01 10:07:59,096 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 2 days, 18:31:48, time: 1.036, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1654, s0.acc: 94.3137, s0.loss_bbox: 0.2253, s0.loss_mask: 0.2385, s1.loss_cls: 0.0755, s1.acc: 94.6408, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1177, s2.loss_cls: 0.0362, s2.acc: 94.7678, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0556, loss: 1.1135 +2025-07-01 10:08:46,732 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 2 days, 18:30:31, time: 0.953, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1759, s0.acc: 93.9482, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2449, s1.loss_cls: 0.0822, s1.acc: 94.2235, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1200, s2.loss_cls: 0.0396, s2.acc: 94.3084, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0563, loss: 1.1732 +2025-07-01 10:09:45,707 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 2 days, 18:30:49, time: 1.180, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1740, s0.acc: 94.0122, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2474, s1.loss_cls: 0.0803, s1.acc: 94.3524, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1222, s2.loss_cls: 0.0385, s2.acc: 94.3997, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0574, loss: 1.1719 +2025-07-01 10:10:37,971 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 2 days, 18:30:10, time: 1.045, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1717, s0.acc: 94.1609, s0.loss_bbox: 0.2298, s0.loss_mask: 0.2367, s1.loss_cls: 0.0799, s1.acc: 94.4737, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1170, s2.loss_cls: 0.0387, s2.acc: 94.4447, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0551, loss: 1.1313 +2025-07-01 10:11:25,704 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 2 days, 18:28:53, time: 0.955, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1695, s0.acc: 94.2441, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2370, s1.loss_cls: 0.0775, s1.acc: 94.5811, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1169, s2.loss_cls: 0.0376, s2.acc: 94.5940, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1298 +2025-07-01 10:12:13,864 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 2 days, 18:27:41, time: 0.963, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1805, s0.acc: 93.9282, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2425, s1.loss_cls: 0.0828, s1.acc: 94.3247, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1197, s2.loss_cls: 0.0396, s2.acc: 94.3769, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0561, loss: 1.1834 +2025-07-01 10:13:01,661 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 2 days, 18:26:25, time: 0.956, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1869, s0.acc: 93.7163, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2448, s1.loss_cls: 0.0864, s1.acc: 93.9328, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1216, s2.loss_cls: 0.0416, s2.acc: 93.9873, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0571, loss: 1.1931 +2025-07-01 10:13:49,433 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 2 days, 18:25:09, time: 0.955, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1745, s0.acc: 93.9980, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2469, s1.loss_cls: 0.0815, s1.acc: 94.2341, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1227, s2.loss_cls: 0.0392, s2.acc: 94.3302, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0572, loss: 1.1749 +2025-07-01 10:14:39,378 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 2 days, 18:24:12, time: 0.999, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1758, s0.acc: 94.0481, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2456, s1.loss_cls: 0.0812, s1.acc: 94.3337, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1216, s2.loss_cls: 0.0388, s2.acc: 94.4562, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0573, loss: 1.1683 +2025-07-01 10:15:26,627 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 2 days, 18:22:52, time: 0.945, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1745, s0.acc: 94.0347, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2478, s1.loss_cls: 0.0806, s1.acc: 94.2982, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1216, s2.loss_cls: 0.0383, s2.acc: 94.4396, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0570, loss: 1.1621 +2025-07-01 10:16:14,868 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 2 days, 18:21:40, time: 0.965, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1864, s0.acc: 93.7751, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2476, s1.loss_cls: 0.0856, s1.acc: 94.1003, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1225, s2.loss_cls: 0.0406, s2.acc: 94.2607, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0574, loss: 1.2086 +2025-07-01 10:17:19,723 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 2 days, 18:22:45, time: 1.297, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1744, s0.acc: 94.0159, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2471, s1.loss_cls: 0.0802, s1.acc: 94.3593, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1227, s2.loss_cls: 0.0388, s2.acc: 94.3024, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0573, loss: 1.1737 +2025-07-01 10:18:07,736 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 2 days, 18:21:31, time: 0.960, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1726, s0.acc: 94.1091, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2423, s1.loss_cls: 0.0799, s1.acc: 94.3468, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1199, s2.loss_cls: 0.0383, s2.acc: 94.4525, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0564, loss: 1.1651 +2025-07-01 10:18:56,158 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 2 days, 18:20:21, time: 0.969, data_time: 0.036, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1764, s0.acc: 93.9917, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2357, s1.loss_cls: 0.0815, s1.acc: 94.2653, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1174, s2.loss_cls: 0.0395, s2.acc: 94.3226, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0549, loss: 1.1620 +2025-07-01 10:19:43,905 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 2 days, 18:19:05, time: 0.955, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1736, s0.acc: 94.2336, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2455, s1.loss_cls: 0.0808, s1.acc: 94.4259, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1210, s2.loss_cls: 0.0393, s2.acc: 94.4409, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0565, loss: 1.1517 +2025-07-01 10:20:32,146 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 2 days, 18:17:54, time: 0.965, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1737, s0.acc: 94.0303, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2512, s1.loss_cls: 0.0807, s1.acc: 94.3145, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1210, s2.loss_cls: 0.0390, s2.acc: 94.4242, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0569, loss: 1.1651 +2025-07-01 10:21:19,971 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 2 days, 18:16:39, time: 0.956, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1792, s0.acc: 93.8362, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2444, s1.loss_cls: 0.0845, s1.acc: 94.0076, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1205, s2.loss_cls: 0.0404, s2.acc: 94.0894, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0561, loss: 1.1796 +2025-07-01 10:22:09,850 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 2 days, 18:15:41, time: 0.998, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1731, s0.acc: 94.0757, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2397, s1.loss_cls: 0.0805, s1.acc: 94.3729, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1178, s2.loss_cls: 0.0389, s2.acc: 94.3613, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0549, loss: 1.1445 +2025-07-01 10:22:57,987 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 2 days, 18:14:29, time: 0.963, data_time: 0.023, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1692, s0.acc: 94.2800, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2338, s1.loss_cls: 0.0782, s1.acc: 94.6323, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1149, s2.loss_cls: 0.0380, s2.acc: 94.6248, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0538, loss: 1.1254 +2025-07-01 10:24:05,221 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 2 days, 18:15:51, time: 1.345, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1773, s0.acc: 93.8137, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2416, s1.loss_cls: 0.0835, s1.acc: 94.1346, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1198, s2.loss_cls: 0.0406, s2.acc: 94.1593, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0560, loss: 1.1730 +2025-07-01 10:24:53,689 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 2 days, 18:14:41, time: 0.969, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1803, s0.acc: 93.8403, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2423, s1.loss_cls: 0.0837, s1.acc: 94.0799, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1202, s2.loss_cls: 0.0405, s2.acc: 94.1269, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0569, loss: 1.1890 +2025-07-01 10:25:42,124 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 2 days, 18:13:31, time: 0.969, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1863, s0.acc: 93.6128, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2446, s1.loss_cls: 0.0866, s1.acc: 93.8827, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1189, s2.loss_cls: 0.0417, s2.acc: 93.9077, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0555, loss: 1.2021 +2025-07-01 10:26:30,206 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 2 days, 18:12:19, time: 0.962, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1838, s0.acc: 93.8940, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2454, s1.loss_cls: 0.0857, s1.acc: 94.1571, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1215, s2.loss_cls: 0.0407, s2.acc: 94.2222, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0567, loss: 1.1846 +2025-07-01 10:27:18,197 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 2 days, 18:11:06, time: 0.960, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1795, s0.acc: 93.9546, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2414, s1.loss_cls: 0.0844, s1.acc: 94.1116, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1185, s2.loss_cls: 0.0407, s2.acc: 94.0471, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0551, loss: 1.1689 +2025-07-01 10:27:56,885 - mmdet - INFO - Saving checkpoint at 4 epochs +2025-07-01 10:31:05,889 - mmdet - INFO - Evaluating bbox... +2025-07-01 10:31:35,718 - mmdet - INFO - Evaluating segm... +2025-07-01 10:32:11,302 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 10:32:11,305 - mmdet - INFO - Epoch(val) [4][7330] bbox_mAP: 0.4260, bbox_mAP_50: 0.6080, bbox_mAP_75: 0.4620, bbox_mAP_s: 0.2560, bbox_mAP_m: 0.4610, bbox_mAP_l: 0.5780, bbox_mAP_copypaste: 0.426 0.608 0.462 0.256 0.461 0.578, segm_mAP: 0.3670, segm_mAP_50: 0.5780, segm_mAP_75: 0.3930, segm_mAP_s: 0.2020, segm_mAP_m: 0.4010, segm_mAP_l: 0.5160, segm_mAP_copypaste: 0.367 0.578 0.393 0.202 0.401 0.516 +2025-07-01 10:34:22,893 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 2 days, 18:16:26, time: 2.631, data_time: 1.588, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1822, s0.acc: 93.8103, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2427, s1.loss_cls: 0.0841, s1.acc: 94.1298, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1198, s2.loss_cls: 0.0405, s2.acc: 94.2156, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0561, loss: 1.1922 +2025-07-01 10:35:34,347 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 2 days, 18:18:19, time: 1.429, data_time: 0.035, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1848, s0.acc: 93.6567, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2501, s1.loss_cls: 0.0865, s1.acc: 93.8582, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1231, s2.loss_cls: 0.0418, s2.acc: 93.9494, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0578, loss: 1.2168 +2025-07-01 10:36:25,251 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 2 days, 18:17:28, time: 1.018, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1772, s0.acc: 93.9756, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2452, s1.loss_cls: 0.0821, s1.acc: 94.2488, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1203, s2.loss_cls: 0.0396, s2.acc: 94.2629, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0561, loss: 1.1801 +2025-07-01 10:37:15,667 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 2 days, 18:16:33, time: 1.008, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1672, s0.acc: 94.2500, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2416, s1.loss_cls: 0.0759, s1.acc: 94.6147, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1185, s2.loss_cls: 0.0365, s2.acc: 94.6427, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0552, loss: 1.1390 +2025-07-01 10:38:05,810 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 2 days, 18:15:36, time: 1.003, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1737, s0.acc: 94.0996, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2430, s1.loss_cls: 0.0797, s1.acc: 94.4233, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1198, s2.loss_cls: 0.0385, s2.acc: 94.4332, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0557, loss: 1.1526 +2025-07-01 10:38:56,325 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 2 days, 18:14:42, time: 1.010, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1747, s0.acc: 94.0127, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2436, s1.loss_cls: 0.0812, s1.acc: 94.2704, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1207, s2.loss_cls: 0.0393, s2.acc: 94.2798, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0566, loss: 1.1653 +2025-07-01 10:39:46,841 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 2 days, 18:13:48, time: 1.011, data_time: 0.034, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1791, s0.acc: 93.9180, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2508, s1.loss_cls: 0.0825, s1.acc: 94.2764, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1223, s2.loss_cls: 0.0394, s2.acc: 94.3350, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0573, loss: 1.1934 +2025-07-01 10:40:37,088 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 2 days, 18:12:52, time: 1.005, data_time: 0.022, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1789, s0.acc: 93.9072, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2419, s1.loss_cls: 0.0827, s1.acc: 94.1912, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1189, s2.loss_cls: 0.0396, s2.acc: 94.3716, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1732 +2025-07-01 10:41:27,065 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 2 days, 18:11:54, time: 0.999, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1823, s0.acc: 93.8159, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2427, s1.loss_cls: 0.0840, s1.acc: 94.1697, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1189, s2.loss_cls: 0.0405, s2.acc: 94.1716, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1867 +2025-07-01 10:42:22,658 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 2 days, 18:11:40, time: 1.112, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1806, s0.acc: 93.9382, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2397, s1.loss_cls: 0.0821, s1.acc: 94.3681, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1194, s2.loss_cls: 0.0394, s2.acc: 94.3895, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0560, loss: 1.1706 +2025-07-01 10:43:23,594 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 2 days, 18:12:08, time: 1.218, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1759, s0.acc: 94.1047, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2351, s1.loss_cls: 0.0817, s1.acc: 94.3893, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1163, s2.loss_cls: 0.0392, s2.acc: 94.4809, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0548, loss: 1.1383 +2025-07-01 10:44:12,847 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 2 days, 18:11:04, time: 0.985, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1826, s0.acc: 93.6946, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2398, s1.loss_cls: 0.0844, s1.acc: 94.0505, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1186, s2.loss_cls: 0.0406, s2.acc: 94.1437, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1914 +2025-07-01 10:45:01,633 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 2 days, 18:09:56, time: 0.976, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1747, s0.acc: 93.9011, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2426, s1.loss_cls: 0.0804, s1.acc: 94.2033, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1205, s2.loss_cls: 0.0391, s2.acc: 94.2049, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0561, loss: 1.1712 +2025-07-01 10:45:50,530 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 2 days, 18:08:50, time: 0.978, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1756, s0.acc: 93.9175, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2445, s1.loss_cls: 0.0812, s1.acc: 94.2230, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1219, s2.loss_cls: 0.0393, s2.acc: 94.2875, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0572, loss: 1.1758 +2025-07-01 10:46:38,940 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 2 days, 18:07:39, time: 0.968, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1717, s0.acc: 94.1440, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2339, s1.loss_cls: 0.0801, s1.acc: 94.3268, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1151, s2.loss_cls: 0.0382, s2.acc: 94.4722, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0539, loss: 1.1218 +2025-07-01 10:47:27,135 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 2 days, 18:06:27, time: 0.964, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1760, s0.acc: 93.9412, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2444, s1.loss_cls: 0.0820, s1.acc: 94.2513, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1209, s2.loss_cls: 0.0396, s2.acc: 94.2459, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0567, loss: 1.1730 +2025-07-01 10:48:16,396 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 2 days, 18:05:24, time: 0.985, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1756, s0.acc: 93.9314, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2444, s1.loss_cls: 0.0809, s1.acc: 94.3044, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1200, s2.loss_cls: 0.0390, s2.acc: 94.3837, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.1770 +2025-07-01 10:49:05,294 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 2 days, 18:04:17, time: 0.978, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1816, s0.acc: 93.8630, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2477, s1.loss_cls: 0.0842, s1.acc: 94.2009, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1219, s2.loss_cls: 0.0403, s2.acc: 94.2439, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0571, loss: 1.1958 +2025-07-01 10:50:15,363 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 2 days, 18:05:54, time: 1.401, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1761, s0.acc: 94.0549, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2415, s1.loss_cls: 0.0821, s1.acc: 94.3170, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1192, s2.loss_cls: 0.0394, s2.acc: 94.4028, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0559, loss: 1.1567 +2025-07-01 10:51:03,457 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 2 days, 18:04:42, time: 0.962, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1780, s0.acc: 93.9705, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2468, s1.loss_cls: 0.0824, s1.acc: 94.2111, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1215, s2.loss_cls: 0.0397, s2.acc: 94.1952, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0572, loss: 1.1842 +2025-07-01 10:51:52,304 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 2 days, 18:03:34, time: 0.976, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1835, s0.acc: 93.7117, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2431, s1.loss_cls: 0.0834, s1.acc: 94.0630, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1213, s2.loss_cls: 0.0404, s2.acc: 94.1082, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0572, loss: 1.2072 +2025-07-01 10:52:39,800 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 2 days, 18:02:17, time: 0.951, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1674, s0.acc: 94.2561, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2388, s1.loss_cls: 0.0774, s1.acc: 94.4854, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1178, s2.loss_cls: 0.0372, s2.acc: 94.5391, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0550, loss: 1.1314 +2025-07-01 10:53:28,196 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 2 days, 18:01:07, time: 0.967, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1815, s0.acc: 93.8340, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2422, s1.loss_cls: 0.0836, s1.acc: 94.1486, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1198, s2.loss_cls: 0.0401, s2.acc: 94.1623, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1879 +2025-07-01 10:54:16,026 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 2 days, 17:59:53, time: 0.957, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1721, s0.acc: 94.2065, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2392, s1.loss_cls: 0.0792, s1.acc: 94.4346, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1181, s2.loss_cls: 0.0383, s2.acc: 94.4956, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0556, loss: 1.1430 +2025-07-01 10:55:03,634 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 2 days, 17:58:37, time: 0.952, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1837, s0.acc: 93.6763, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2356, s1.loss_cls: 0.0847, s1.acc: 93.9829, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1163, s2.loss_cls: 0.0408, s2.acc: 94.0659, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1743 +2025-07-01 10:55:50,493 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 2 days, 17:57:15, time: 0.937, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1635, s0.acc: 94.4993, s0.loss_bbox: 0.2182, s0.loss_mask: 0.2408, s1.loss_cls: 0.0758, s1.acc: 94.7964, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1194, s2.loss_cls: 0.0365, s2.acc: 94.8780, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0561, loss: 1.1090 +2025-07-01 10:56:58,709 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 2 days, 17:58:36, time: 1.364, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1684, s0.acc: 94.1431, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2397, s1.loss_cls: 0.0776, s1.acc: 94.4049, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1189, s2.loss_cls: 0.0373, s2.acc: 94.4511, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1540 +2025-07-01 10:57:47,012 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 2 days, 17:57:25, time: 0.966, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1767, s0.acc: 93.9585, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2458, s1.loss_cls: 0.0816, s1.acc: 94.2791, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1201, s2.loss_cls: 0.0389, s2.acc: 94.4052, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1766 +2025-07-01 10:58:34,573 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 2 days, 17:56:08, time: 0.951, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1747, s0.acc: 93.9426, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2432, s1.loss_cls: 0.0812, s1.acc: 94.2764, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1212, s2.loss_cls: 0.0392, s2.acc: 94.2738, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0571, loss: 1.1718 +2025-07-01 10:59:22,043 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 2 days, 17:54:51, time: 0.949, data_time: 0.023, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1763, s0.acc: 94.0068, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2435, s1.loss_cls: 0.0820, s1.acc: 94.2671, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1196, s2.loss_cls: 0.0392, s2.acc: 94.3600, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0561, loss: 1.1599 +2025-07-01 11:00:10,438 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 2 days, 17:53:42, time: 0.968, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1701, s0.acc: 94.1006, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2408, s1.loss_cls: 0.0769, s1.acc: 94.5067, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1188, s2.loss_cls: 0.0378, s2.acc: 94.4293, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1569 +2025-07-01 11:00:58,661 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 2 days, 17:52:30, time: 0.964, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1771, s0.acc: 93.9668, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2506, s1.loss_cls: 0.0827, s1.acc: 94.2572, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1230, s2.loss_cls: 0.0399, s2.acc: 94.2966, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0571, loss: 1.1867 +2025-07-01 11:01:46,534 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 2 days, 17:51:17, time: 0.958, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1663, s0.acc: 94.3149, s0.loss_bbox: 0.2277, s0.loss_mask: 0.2412, s1.loss_cls: 0.0767, s1.acc: 94.5757, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1191, s2.loss_cls: 0.0370, s2.acc: 94.6124, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0559, loss: 1.1299 +2025-07-01 11:02:34,321 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 2 days, 17:50:03, time: 0.956, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1713, s0.acc: 94.2285, s0.loss_bbox: 0.2294, s0.loss_mask: 0.2402, s1.loss_cls: 0.0793, s1.acc: 94.4415, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1191, s2.loss_cls: 0.0383, s2.acc: 94.4794, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0558, loss: 1.1392 +2025-07-01 11:03:31,613 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 2 days, 17:50:00, time: 1.146, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1770, s0.acc: 93.9714, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2502, s1.loss_cls: 0.0825, s1.acc: 94.2458, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1223, s2.loss_cls: 0.0395, s2.acc: 94.4028, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0570, loss: 1.1834 +2025-07-01 11:04:31,305 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 2 days, 17:50:14, time: 1.193, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1821, s0.acc: 93.8472, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2432, s1.loss_cls: 0.0831, s1.acc: 94.1698, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1206, s2.loss_cls: 0.0399, s2.acc: 94.2685, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0567, loss: 1.1867 +2025-07-01 11:05:18,800 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 2 days, 17:48:58, time: 0.950, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1722, s0.acc: 94.1228, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2424, s1.loss_cls: 0.0793, s1.acc: 94.4665, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1182, s2.loss_cls: 0.0381, s2.acc: 94.4998, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0549, loss: 1.1448 +2025-07-01 11:06:07,249 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 2 days, 17:47:49, time: 0.969, data_time: 0.033, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1732, s0.acc: 94.0959, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2388, s1.loss_cls: 0.0800, s1.acc: 94.3796, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1173, s2.loss_cls: 0.0384, s2.acc: 94.5522, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0548, loss: 1.1414 +2025-07-01 11:06:55,255 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 2 days, 17:46:36, time: 0.960, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1743, s0.acc: 93.9961, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2445, s1.loss_cls: 0.0812, s1.acc: 94.2069, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1189, s2.loss_cls: 0.0395, s2.acc: 94.2125, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0559, loss: 1.1684 +2025-07-01 11:07:42,847 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 2 days, 17:45:21, time: 0.952, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1685, s0.acc: 94.2617, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2345, s1.loss_cls: 0.0783, s1.acc: 94.5090, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1141, s2.loss_cls: 0.0373, s2.acc: 94.5823, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.1223 +2025-07-01 11:08:30,645 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 2 days, 17:44:07, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1801, s0.acc: 93.8311, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2486, s1.loss_cls: 0.0839, s1.acc: 94.0797, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1217, s2.loss_cls: 0.0400, s2.acc: 94.2796, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0571, loss: 1.1865 +2025-07-01 11:09:18,646 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 2 days, 17:42:55, time: 0.960, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1763, s0.acc: 93.8323, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2436, s1.loss_cls: 0.0820, s1.acc: 94.1242, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1193, s2.loss_cls: 0.0393, s2.acc: 94.1858, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.1765 +2025-07-01 11:10:06,108 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 2 days, 17:41:39, time: 0.949, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1718, s0.acc: 94.0713, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2432, s1.loss_cls: 0.0794, s1.acc: 94.3963, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1199, s2.loss_cls: 0.0381, s2.acc: 94.3605, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1569 +2025-07-01 11:11:13,180 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 2 days, 17:42:47, time: 1.341, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1764, s0.acc: 93.9246, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2427, s1.loss_cls: 0.0802, s1.acc: 94.3296, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1204, s2.loss_cls: 0.0388, s2.acc: 94.2049, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.1754 +2025-07-01 11:12:01,499 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 2 days, 17:41:37, time: 0.966, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1758, s0.acc: 94.0085, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2411, s1.loss_cls: 0.0801, s1.acc: 94.3752, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1186, s2.loss_cls: 0.0383, s2.acc: 94.4969, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0553, loss: 1.1535 +2025-07-01 11:12:49,445 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 2 days, 17:40:25, time: 0.959, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1771, s0.acc: 93.9373, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2455, s1.loss_cls: 0.0814, s1.acc: 94.2739, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1211, s2.loss_cls: 0.0396, s2.acc: 94.1658, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0567, loss: 1.1832 +2025-07-01 11:13:37,455 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 2 days, 17:39:13, time: 0.960, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1777, s0.acc: 93.9053, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2379, s1.loss_cls: 0.0824, s1.acc: 94.1651, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1180, s2.loss_cls: 0.0397, s2.acc: 94.2427, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0557, loss: 1.1687 +2025-07-01 11:14:24,947 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 2 days, 17:37:57, time: 0.950, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1669, s0.acc: 94.1658, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2399, s1.loss_cls: 0.0780, s1.acc: 94.4205, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1190, s2.loss_cls: 0.0377, s2.acc: 94.5425, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0554, loss: 1.1327 +2025-07-01 11:15:13,135 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 2 days, 17:36:46, time: 0.964, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1798, s0.acc: 93.9558, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2449, s1.loss_cls: 0.0835, s1.acc: 94.2222, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1210, s2.loss_cls: 0.0397, s2.acc: 94.3234, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0568, loss: 1.1791 +2025-07-01 11:16:01,199 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 2 days, 17:35:35, time: 0.961, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1827, s0.acc: 93.7341, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2444, s1.loss_cls: 0.0840, s1.acc: 94.0305, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1208, s2.loss_cls: 0.0397, s2.acc: 94.2561, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0566, loss: 1.1974 +2025-07-01 11:16:48,628 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 2 days, 17:34:19, time: 0.949, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1731, s0.acc: 94.2859, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2371, s1.loss_cls: 0.0793, s1.acc: 94.5289, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1181, s2.loss_cls: 0.0377, s2.acc: 94.6954, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0559, loss: 1.1341 +2025-07-01 11:17:53,900 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 2 days, 17:35:12, time: 1.305, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1639, s0.acc: 94.5305, s0.loss_bbox: 0.2226, s0.loss_mask: 0.2388, s1.loss_cls: 0.0748, s1.acc: 94.8740, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1177, s2.loss_cls: 0.0356, s2.acc: 94.9248, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0551, loss: 1.1032 +2025-07-01 11:18:42,588 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 2 days, 17:34:06, time: 0.974, data_time: 0.029, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1829, s0.acc: 93.7715, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2479, s1.loss_cls: 0.0841, s1.acc: 94.0570, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1215, s2.loss_cls: 0.0406, s2.acc: 94.0908, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0569, loss: 1.1951 +2025-07-01 11:19:30,868 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 2 days, 17:32:56, time: 0.966, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1813, s0.acc: 93.7629, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2402, s1.loss_cls: 0.0840, s1.acc: 94.0349, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1193, s2.loss_cls: 0.0403, s2.acc: 94.1741, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0557, loss: 1.1801 +2025-07-01 11:20:18,553 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 2 days, 17:31:42, time: 0.954, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1711, s0.acc: 94.1030, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2412, s1.loss_cls: 0.0792, s1.acc: 94.3671, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1203, s2.loss_cls: 0.0386, s2.acc: 94.3264, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0564, loss: 1.1516 +2025-07-01 11:21:05,586 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 2 days, 17:30:23, time: 0.941, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1685, s0.acc: 94.3320, s0.loss_bbox: 0.2280, s0.loss_mask: 0.2407, s1.loss_cls: 0.0770, s1.acc: 94.6057, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1184, s2.loss_cls: 0.0368, s2.acc: 94.7153, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0555, loss: 1.1263 +2025-07-01 11:21:54,037 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 2 days, 17:29:15, time: 0.969, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1797, s0.acc: 93.8435, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2401, s1.loss_cls: 0.0833, s1.acc: 94.1524, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1177, s2.loss_cls: 0.0400, s2.acc: 94.1822, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0546, loss: 1.1765 +2025-07-01 11:22:41,887 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 2 days, 17:28:02, time: 0.957, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1801, s0.acc: 93.8193, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2430, s1.loss_cls: 0.0849, s1.acc: 94.0774, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1189, s2.loss_cls: 0.0404, s2.acc: 94.2610, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0556, loss: 1.1758 +2025-07-01 11:23:29,781 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 2 days, 17:26:50, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1836, s0.acc: 93.7908, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2424, s1.loss_cls: 0.0848, s1.acc: 94.0799, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1200, s2.loss_cls: 0.0411, s2.acc: 94.1193, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0566, loss: 1.1831 +2025-07-01 11:24:31,083 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 2 days, 17:26:56, time: 1.175, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1752, s0.acc: 93.9177, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2382, s1.loss_cls: 0.0797, s1.acc: 94.3303, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1171, s2.loss_cls: 0.0384, s2.acc: 94.3996, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0548, loss: 1.1613 +2025-07-01 11:25:21,615 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 2 days, 17:26:20, time: 1.061, data_time: 0.078, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1864, s0.acc: 93.6946, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2481, s1.loss_cls: 0.0876, s1.acc: 93.9044, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1219, s2.loss_cls: 0.0420, s2.acc: 93.9825, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0570, loss: 1.2027 +2025-07-01 11:26:08,594 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 2 days, 17:25:02, time: 0.940, data_time: 0.023, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1712, s0.acc: 94.1084, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2416, s1.loss_cls: 0.0793, s1.acc: 94.4271, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1197, s2.loss_cls: 0.0377, s2.acc: 94.5721, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0561, loss: 1.1475 +2025-07-01 11:26:56,618 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 2 days, 17:23:51, time: 0.961, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1824, s0.acc: 93.7659, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2435, s1.loss_cls: 0.0841, s1.acc: 94.1196, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1198, s2.loss_cls: 0.0404, s2.acc: 94.2405, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0564, loss: 1.1974 +2025-07-01 11:27:44,576 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 2 days, 17:22:39, time: 0.959, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1915, s0.acc: 93.5620, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2487, s1.loss_cls: 0.0877, s1.acc: 93.9272, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1225, s2.loss_cls: 0.0422, s2.acc: 94.0162, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0574, loss: 1.2294 +2025-07-01 11:28:32,485 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 2 days, 17:21:27, time: 0.958, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1869, s0.acc: 93.6619, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2454, s1.loss_cls: 0.0862, s1.acc: 94.0301, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1222, s2.loss_cls: 0.0415, s2.acc: 94.1137, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0574, loss: 1.2021 +2025-07-01 11:29:19,800 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 2 days, 17:20:11, time: 0.947, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1731, s0.acc: 94.1104, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2394, s1.loss_cls: 0.0791, s1.acc: 94.4544, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1187, s2.loss_cls: 0.0383, s2.acc: 94.5334, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0562, loss: 1.1460 +2025-07-01 11:30:08,088 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 2 days, 17:19:02, time: 0.966, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1741, s0.acc: 93.9539, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2408, s1.loss_cls: 0.0808, s1.acc: 94.2836, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1189, s2.loss_cls: 0.0392, s2.acc: 94.4141, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1738 +2025-07-01 11:30:55,901 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 2 days, 17:17:50, time: 0.956, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1796, s0.acc: 94.0010, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2399, s1.loss_cls: 0.0823, s1.acc: 94.3871, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1188, s2.loss_cls: 0.0393, s2.acc: 94.3869, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0554, loss: 1.1644 +2025-07-01 11:31:59,931 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 2 days, 17:18:32, time: 1.280, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1791, s0.acc: 93.9329, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2448, s1.loss_cls: 0.0821, s1.acc: 94.2529, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1209, s2.loss_cls: 0.0391, s2.acc: 94.2957, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1782 +2025-07-01 11:32:48,070 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 2 days, 17:17:22, time: 0.963, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1784, s0.acc: 93.9094, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2475, s1.loss_cls: 0.0813, s1.acc: 94.2712, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1225, s2.loss_cls: 0.0391, s2.acc: 94.3343, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0574, loss: 1.1983 +2025-07-01 11:33:36,377 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 2 days, 17:16:13, time: 0.966, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1845, s0.acc: 93.7429, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2495, s1.loss_cls: 0.0839, s1.acc: 94.0675, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1232, s2.loss_cls: 0.0400, s2.acc: 94.1999, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0576, loss: 1.2134 +2025-07-01 11:34:23,736 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 2 days, 17:14:58, time: 0.948, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1793, s0.acc: 93.8296, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2442, s1.loss_cls: 0.0827, s1.acc: 94.2019, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1188, s2.loss_cls: 0.0399, s2.acc: 94.2913, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0558, loss: 1.1830 +2025-07-01 11:35:11,518 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 2 days, 17:13:45, time: 0.955, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1718, s0.acc: 94.1294, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2368, s1.loss_cls: 0.0780, s1.acc: 94.5359, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1163, s2.loss_cls: 0.0379, s2.acc: 94.5674, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0545, loss: 1.1472 +2025-07-01 11:35:59,147 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 2 days, 17:12:32, time: 0.952, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1761, s0.acc: 94.0583, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2400, s1.loss_cls: 0.0812, s1.acc: 94.3160, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1182, s2.loss_cls: 0.0393, s2.acc: 94.3467, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1566 +2025-07-01 11:36:47,082 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 2 days, 17:11:21, time: 0.959, data_time: 0.034, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1691, s0.acc: 94.1355, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2396, s1.loss_cls: 0.0796, s1.acc: 94.3105, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1191, s2.loss_cls: 0.0379, s2.acc: 94.4333, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0553, loss: 1.1359 +2025-07-01 11:37:35,027 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 2 days, 17:10:10, time: 0.959, data_time: 0.023, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1718, s0.acc: 94.2295, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2390, s1.loss_cls: 0.0791, s1.acc: 94.4683, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1176, s2.loss_cls: 0.0381, s2.acc: 94.4565, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0551, loss: 1.1339 +2025-07-01 11:38:37,924 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 2 days, 17:10:43, time: 1.258, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1670, s0.acc: 94.3984, s0.loss_bbox: 0.2244, s0.loss_mask: 0.2335, s1.loss_cls: 0.0777, s1.acc: 94.6081, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1165, s2.loss_cls: 0.0377, s2.acc: 94.5641, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0549, loss: 1.1135 +2025-07-01 11:39:25,692 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 2 days, 17:09:30, time: 0.955, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1718, s0.acc: 94.1013, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2449, s1.loss_cls: 0.0792, s1.acc: 94.3789, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1201, s2.loss_cls: 0.0379, s2.acc: 94.4504, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0560, loss: 1.1526 +2025-07-01 11:40:13,234 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 2 days, 17:08:17, time: 0.951, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1701, s0.acc: 94.2222, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2479, s1.loss_cls: 0.0784, s1.acc: 94.4688, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1230, s2.loss_cls: 0.0375, s2.acc: 94.5496, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0575, loss: 1.1572 +2025-07-01 11:41:00,542 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 2 days, 17:07:01, time: 0.946, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1673, s0.acc: 94.2302, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2357, s1.loss_cls: 0.0772, s1.acc: 94.5792, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1168, s2.loss_cls: 0.0378, s2.acc: 94.5131, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0551, loss: 1.1301 +2025-07-01 11:41:48,853 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 2 days, 17:05:53, time: 0.966, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1775, s0.acc: 93.9380, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2415, s1.loss_cls: 0.0818, s1.acc: 94.3141, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1196, s2.loss_cls: 0.0393, s2.acc: 94.4450, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0563, loss: 1.1717 +2025-07-01 11:42:37,290 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 2 days, 17:04:46, time: 0.969, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1815, s0.acc: 93.8818, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2443, s1.loss_cls: 0.0839, s1.acc: 94.1762, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1214, s2.loss_cls: 0.0401, s2.acc: 94.2502, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0567, loss: 1.1996 +2025-07-01 11:43:24,893 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 2 days, 17:03:33, time: 0.952, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1760, s0.acc: 93.9836, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2375, s1.loss_cls: 0.0810, s1.acc: 94.3240, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1178, s2.loss_cls: 0.0391, s2.acc: 94.3166, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0556, loss: 1.1520 +2025-07-01 11:44:13,074 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 2 days, 17:02:24, time: 0.963, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1755, s0.acc: 94.0371, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2427, s1.loss_cls: 0.0810, s1.acc: 94.3555, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1206, s2.loss_cls: 0.0393, s2.acc: 94.3817, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0567, loss: 1.1699 +2025-07-01 11:45:16,880 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 2 days, 17:03:02, time: 1.276, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1769, s0.acc: 94.0957, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2438, s1.loss_cls: 0.0822, s1.acc: 94.3105, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1203, s2.loss_cls: 0.0402, s2.acc: 94.3964, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0564, loss: 1.1614 +2025-07-01 11:46:07,548 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 2 days, 17:02:10, time: 1.013, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1733, s0.acc: 94.0554, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2461, s1.loss_cls: 0.0801, s1.acc: 94.3137, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1209, s2.loss_cls: 0.0391, s2.acc: 94.3760, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0566, loss: 1.1568 +2025-07-01 11:46:55,406 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 2 days, 17:00:59, time: 0.957, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1783, s0.acc: 93.8831, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2398, s1.loss_cls: 0.0825, s1.acc: 94.2207, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1197, s2.loss_cls: 0.0401, s2.acc: 94.2776, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0562, loss: 1.1741 +2025-07-01 11:47:43,901 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 2 days, 16:59:52, time: 0.970, data_time: 0.022, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1814, s0.acc: 93.7957, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2441, s1.loss_cls: 0.0845, s1.acc: 94.0023, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1206, s2.loss_cls: 0.0404, s2.acc: 94.1505, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0565, loss: 1.2023 +2025-07-01 11:48:32,185 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 2 days, 16:58:44, time: 0.966, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1653, s0.acc: 94.2922, s0.loss_bbox: 0.2267, s0.loss_mask: 0.2277, s1.loss_cls: 0.0760, s1.acc: 94.6137, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1144, s2.loss_cls: 0.0371, s2.acc: 94.6762, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0539, loss: 1.1066 +2025-07-01 11:49:20,116 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 2 days, 16:57:33, time: 0.959, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1683, s0.acc: 94.2068, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2355, s1.loss_cls: 0.0781, s1.acc: 94.5274, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1158, s2.loss_cls: 0.0379, s2.acc: 94.5992, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0544, loss: 1.1250 +2025-07-01 11:50:08,102 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 2 days, 16:56:23, time: 0.959, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1744, s0.acc: 93.9539, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2484, s1.loss_cls: 0.0811, s1.acc: 94.1802, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1223, s2.loss_cls: 0.0391, s2.acc: 94.1897, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0574, loss: 1.1783 +2025-07-01 11:50:56,223 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 2 days, 16:55:14, time: 0.962, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1731, s0.acc: 94.2090, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2336, s1.loss_cls: 0.0789, s1.acc: 94.5503, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1154, s2.loss_cls: 0.0386, s2.acc: 94.3965, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1347 +2025-07-01 11:51:45,928 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 2 days, 16:54:16, time: 0.995, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1812, s0.acc: 93.9438, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2404, s1.loss_cls: 0.0831, s1.acc: 94.2672, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1191, s2.loss_cls: 0.0400, s2.acc: 94.3809, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0555, loss: 1.1663 +2025-07-01 11:52:51,708 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 2 days, 16:55:06, time: 1.316, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1862, s0.acc: 93.6631, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2440, s1.loss_cls: 0.0866, s1.acc: 94.0062, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1205, s2.loss_cls: 0.0417, s2.acc: 94.0397, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0568, loss: 1.2017 +2025-07-01 11:53:39,736 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 2 days, 16:53:56, time: 0.961, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1876, s0.acc: 93.5356, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2467, s1.loss_cls: 0.0877, s1.acc: 93.7536, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1212, s2.loss_cls: 0.0423, s2.acc: 93.8002, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.2084 +2025-07-01 11:54:27,818 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 2 days, 16:52:47, time: 0.962, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1862, s0.acc: 93.8435, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2410, s1.loss_cls: 0.0849, s1.acc: 94.2060, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1176, s2.loss_cls: 0.0408, s2.acc: 94.2081, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1852 +2025-07-01 11:55:15,469 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 2 days, 16:51:35, time: 0.953, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1918, s0.acc: 93.5217, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2490, s1.loss_cls: 0.0885, s1.acc: 93.7861, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1221, s2.loss_cls: 0.0428, s2.acc: 93.7570, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0569, loss: 1.2306 +2025-07-01 11:56:03,147 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 2 days, 16:50:23, time: 0.954, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1727, s0.acc: 94.1946, s0.loss_bbox: 0.2269, s0.loss_mask: 0.2319, s1.loss_cls: 0.0797, s1.acc: 94.4413, s1.loss_bbox: 0.1020, s1.loss_mask: 0.1147, s2.loss_cls: 0.0382, s2.acc: 94.6034, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.1238 +2025-07-01 11:56:51,109 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 2 days, 16:49:12, time: 0.959, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1795, s0.acc: 93.8884, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2452, s1.loss_cls: 0.0828, s1.acc: 94.2443, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1203, s2.loss_cls: 0.0400, s2.acc: 94.3066, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0559, loss: 1.1826 +2025-07-01 11:57:38,143 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 2 days, 16:47:56, time: 0.941, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1670, s0.acc: 94.2651, s0.loss_bbox: 0.2235, s0.loss_mask: 0.2391, s1.loss_cls: 0.0784, s1.acc: 94.5183, s1.loss_bbox: 0.0997, s1.loss_mask: 0.1174, s2.loss_cls: 0.0379, s2.acc: 94.5005, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0550, loss: 1.1147 +2025-07-01 11:58:26,062 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 2 days, 16:46:46, time: 0.958, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1660, s0.acc: 94.2905, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2342, s1.loss_cls: 0.0766, s1.acc: 94.5678, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1170, s2.loss_cls: 0.0375, s2.acc: 94.5307, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0552, loss: 1.1192 +2025-07-01 11:59:31,962 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 2 days, 16:47:36, time: 1.318, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1713, s0.acc: 94.0918, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2454, s1.loss_cls: 0.0794, s1.acc: 94.3725, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1202, s2.loss_cls: 0.0385, s2.acc: 94.4247, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0565, loss: 1.1585 +2025-07-01 12:00:19,971 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 2 days, 16:46:27, time: 0.960, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1799, s0.acc: 93.9016, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2426, s1.loss_cls: 0.0829, s1.acc: 94.3282, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1189, s2.loss_cls: 0.0401, s2.acc: 94.3287, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0560, loss: 1.1797 +2025-07-01 12:01:07,830 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 2 days, 16:45:16, time: 0.957, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1745, s0.acc: 93.9514, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2374, s1.loss_cls: 0.0808, s1.acc: 94.2514, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1179, s2.loss_cls: 0.0391, s2.acc: 94.3128, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0555, loss: 1.1551 +2025-07-01 12:01:55,480 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 2 days, 16:44:04, time: 0.953, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1755, s0.acc: 94.0146, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2406, s1.loss_cls: 0.0814, s1.acc: 94.2982, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1183, s2.loss_cls: 0.0392, s2.acc: 94.2638, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1522 +2025-07-01 12:02:44,162 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 2 days, 16:42:59, time: 0.974, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1795, s0.acc: 93.9050, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2415, s1.loss_cls: 0.0825, s1.acc: 94.1883, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1194, s2.loss_cls: 0.0405, s2.acc: 94.1622, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0559, loss: 1.1743 +2025-07-01 12:03:31,845 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 2 days, 16:41:48, time: 0.953, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1708, s0.acc: 94.1643, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2364, s1.loss_cls: 0.0807, s1.acc: 94.3453, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1179, s2.loss_cls: 0.0387, s2.acc: 94.3935, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0553, loss: 1.1407 +2025-07-01 12:04:19,808 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 2 days, 16:40:38, time: 0.960, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1887, s0.acc: 93.6753, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2426, s1.loss_cls: 0.0872, s1.acc: 93.9977, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1190, s2.loss_cls: 0.0417, s2.acc: 94.0970, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0557, loss: 1.2018 +2025-07-01 12:05:08,195 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 2 days, 16:39:31, time: 0.968, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1808, s0.acc: 93.7915, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2401, s1.loss_cls: 0.0846, s1.acc: 93.9592, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1178, s2.loss_cls: 0.0406, s2.acc: 94.0387, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0550, loss: 1.1854 +2025-07-01 12:06:16,483 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 2 days, 16:40:36, time: 1.366, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1834, s0.acc: 93.7393, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2426, s1.loss_cls: 0.0848, s1.acc: 93.9525, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1201, s2.loss_cls: 0.0413, s2.acc: 94.0242, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0570, loss: 1.1912 +2025-07-01 12:07:04,790 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 2 days, 16:39:28, time: 0.966, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1829, s0.acc: 93.8779, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2419, s1.loss_cls: 0.0838, s1.acc: 94.2458, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1174, s2.loss_cls: 0.0404, s2.acc: 94.2488, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0552, loss: 1.1781 +2025-07-01 12:07:52,679 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 2 days, 16:38:18, time: 0.958, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1760, s0.acc: 93.9722, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2418, s1.loss_cls: 0.0825, s1.acc: 94.2126, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1197, s2.loss_cls: 0.0393, s2.acc: 94.3058, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0561, loss: 1.1708 +2025-07-01 12:08:40,308 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 2 days, 16:37:07, time: 0.952, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1814, s0.acc: 93.7222, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2456, s1.loss_cls: 0.0848, s1.acc: 93.9957, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1211, s2.loss_cls: 0.0401, s2.acc: 94.1080, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0564, loss: 1.1855 +2025-07-01 12:09:27,713 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 2 days, 16:35:53, time: 0.948, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1726, s0.acc: 94.1101, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2429, s1.loss_cls: 0.0797, s1.acc: 94.3735, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1185, s2.loss_cls: 0.0388, s2.acc: 94.3300, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0553, loss: 1.1517 +2025-07-01 12:10:15,762 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 2 days, 16:34:45, time: 0.961, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1774, s0.acc: 93.9404, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2427, s1.loss_cls: 0.0815, s1.acc: 94.2997, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1197, s2.loss_cls: 0.0391, s2.acc: 94.3931, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0563, loss: 1.1749 +2025-07-01 12:11:03,694 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 2 days, 16:33:35, time: 0.959, data_time: 0.022, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1703, s0.acc: 94.1501, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2417, s1.loss_cls: 0.0791, s1.acc: 94.3968, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1197, s2.loss_cls: 0.0389, s2.acc: 94.3170, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1471 +2025-07-01 12:11:51,253 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 2 days, 16:32:23, time: 0.951, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1770, s0.acc: 93.9009, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2427, s1.loss_cls: 0.0818, s1.acc: 94.2849, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1193, s2.loss_cls: 0.0395, s2.acc: 94.4139, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0561, loss: 1.1722 +2025-07-01 12:12:44,587 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 2 days, 16:31:49, time: 1.067, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1821, s0.acc: 93.7451, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2492, s1.loss_cls: 0.0843, s1.acc: 94.0177, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1231, s2.loss_cls: 0.0405, s2.acc: 94.1445, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0571, loss: 1.2027 +2025-07-01 12:13:47,558 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 2 days, 16:32:17, time: 1.259, data_time: 0.027, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1886, s0.acc: 93.7070, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2402, s1.loss_cls: 0.0875, s1.acc: 93.9509, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1186, s2.loss_cls: 0.0417, s2.acc: 94.0421, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0557, loss: 1.1896 +2025-07-01 12:14:35,312 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 2 days, 16:31:06, time: 0.955, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1763, s0.acc: 94.0330, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2403, s1.loss_cls: 0.0830, s1.acc: 94.1799, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1185, s2.loss_cls: 0.0402, s2.acc: 94.2502, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0552, loss: 1.1617 +2025-07-01 12:15:22,897 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 2 days, 16:29:55, time: 0.952, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1759, s0.acc: 94.0237, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2416, s1.loss_cls: 0.0819, s1.acc: 94.2556, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1187, s2.loss_cls: 0.0395, s2.acc: 94.3259, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0553, loss: 1.1560 +2025-07-01 12:16:10,870 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 2 days, 16:28:46, time: 0.959, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1782, s0.acc: 93.8215, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2381, s1.loss_cls: 0.0826, s1.acc: 94.1567, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1176, s2.loss_cls: 0.0397, s2.acc: 94.3091, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1720 +2025-07-01 12:16:59,090 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 2 days, 16:27:38, time: 0.964, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1778, s0.acc: 93.9011, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2428, s1.loss_cls: 0.0841, s1.acc: 94.1307, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1208, s2.loss_cls: 0.0404, s2.acc: 94.2210, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1778 +2025-07-01 12:17:46,658 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 2 days, 16:26:27, time: 0.951, data_time: 0.021, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1799, s0.acc: 93.9858, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2448, s1.loss_cls: 0.0830, s1.acc: 94.3027, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1210, s2.loss_cls: 0.0399, s2.acc: 94.4439, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0564, loss: 1.1716 +2025-07-01 12:18:34,662 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 2 days, 16:25:18, time: 0.960, data_time: 0.024, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1763, s0.acc: 93.9485, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2384, s1.loss_cls: 0.0830, s1.acc: 94.2010, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1181, s2.loss_cls: 0.0394, s2.acc: 94.3929, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1611 +2025-07-01 12:19:22,274 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 2 days, 16:24:07, time: 0.952, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1720, s0.acc: 94.1499, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2336, s1.loss_cls: 0.0804, s1.acc: 94.3701, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1160, s2.loss_cls: 0.0388, s2.acc: 94.4864, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0548, loss: 1.1296 +2025-07-01 12:20:28,390 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 2 days, 16:24:54, time: 1.322, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1844, s0.acc: 93.6768, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2405, s1.loss_cls: 0.0847, s1.acc: 94.0042, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1193, s2.loss_cls: 0.0406, s2.acc: 94.0559, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0558, loss: 1.1933 +2025-07-01 12:21:16,571 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 2 days, 16:23:47, time: 0.964, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1894, s0.acc: 93.5894, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2443, s1.loss_cls: 0.0883, s1.acc: 93.8188, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1213, s2.loss_cls: 0.0420, s2.acc: 94.0520, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0573, loss: 1.2142 +2025-07-01 12:22:04,578 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 2 days, 16:22:38, time: 0.960, data_time: 0.026, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1778, s0.acc: 94.0654, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2347, s1.loss_cls: 0.0816, s1.acc: 94.4073, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1168, s2.loss_cls: 0.0396, s2.acc: 94.2893, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1476 +2025-07-01 12:22:52,570 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 2 days, 16:21:29, time: 0.960, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1734, s0.acc: 94.0679, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2432, s1.loss_cls: 0.0810, s1.acc: 94.3111, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1203, s2.loss_cls: 0.0396, s2.acc: 94.2524, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0563, loss: 1.1569 +2025-07-01 12:23:40,691 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 2 days, 16:20:22, time: 0.962, data_time: 0.025, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1752, s0.acc: 94.1526, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2411, s1.loss_cls: 0.0812, s1.acc: 94.3988, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1194, s2.loss_cls: 0.0392, s2.acc: 94.4270, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0564, loss: 1.1610 +2025-07-01 12:24:29,243 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 2 days, 16:19:16, time: 0.971, data_time: 0.028, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1805, s0.acc: 93.7537, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2418, s1.loss_cls: 0.0844, s1.acc: 94.0534, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1197, s2.loss_cls: 0.0412, s2.acc: 93.9770, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0559, loss: 1.1966 +2025-07-01 12:25:17,335 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 2 days, 16:18:09, time: 0.962, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1776, s0.acc: 93.9116, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2422, s1.loss_cls: 0.0818, s1.acc: 94.3193, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1202, s2.loss_cls: 0.0397, s2.acc: 94.2648, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0559, loss: 1.1769 +2025-07-01 12:26:04,902 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 2 days, 16:16:58, time: 0.951, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1728, s0.acc: 94.1709, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2446, s1.loss_cls: 0.0798, s1.acc: 94.4642, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1198, s2.loss_cls: 0.0385, s2.acc: 94.5305, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0557, loss: 1.1536 +2025-07-01 12:27:13,100 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 2 days, 16:17:57, time: 1.364, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1761, s0.acc: 93.8757, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2374, s1.loss_cls: 0.0813, s1.acc: 94.1783, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1174, s2.loss_cls: 0.0400, s2.acc: 94.1512, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0554, loss: 1.1648 +2025-07-01 12:28:01,051 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 2 days, 16:16:48, time: 0.959, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1659, s0.acc: 94.2761, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2379, s1.loss_cls: 0.0773, s1.acc: 94.4564, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1179, s2.loss_cls: 0.0376, s2.acc: 94.3356, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1346 +2025-07-01 12:28:49,186 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 2 days, 16:15:40, time: 0.963, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1742, s0.acc: 93.9595, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2449, s1.loss_cls: 0.0806, s1.acc: 94.2567, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1207, s2.loss_cls: 0.0394, s2.acc: 94.2689, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1748 +2025-07-01 12:29:36,759 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 2 days, 16:14:29, time: 0.951, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1708, s0.acc: 94.2656, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2384, s1.loss_cls: 0.0781, s1.acc: 94.6348, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1168, s2.loss_cls: 0.0375, s2.acc: 94.6762, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0543, loss: 1.1245 +2025-07-01 12:30:24,828 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 2 days, 16:13:21, time: 0.961, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1869, s0.acc: 93.5430, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2458, s1.loss_cls: 0.0857, s1.acc: 93.9069, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1209, s2.loss_cls: 0.0417, s2.acc: 94.0450, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0569, loss: 1.2098 +2025-07-01 12:31:12,701 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 2 days, 16:12:12, time: 0.957, data_time: 0.021, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1731, s0.acc: 94.0208, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2439, s1.loss_cls: 0.0801, s1.acc: 94.3165, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1209, s2.loss_cls: 0.0390, s2.acc: 94.2768, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0571, loss: 1.1653 +2025-07-01 12:32:00,041 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 2 days, 16:11:00, time: 0.947, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1689, s0.acc: 94.3257, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2388, s1.loss_cls: 0.0786, s1.acc: 94.5433, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1165, s2.loss_cls: 0.0377, s2.acc: 94.6197, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0546, loss: 1.1267 +2025-07-01 12:32:48,630 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 2 days, 16:09:55, time: 0.972, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1798, s0.acc: 93.8223, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2421, s1.loss_cls: 0.0831, s1.acc: 94.1475, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1196, s2.loss_cls: 0.0403, s2.acc: 94.1246, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0561, loss: 1.1843 +2025-07-01 12:33:41,899 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 2 days, 16:09:20, time: 1.065, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1797, s0.acc: 93.8457, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2372, s1.loss_cls: 0.0831, s1.acc: 94.1725, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1172, s2.loss_cls: 0.0405, s2.acc: 94.2228, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0549, loss: 1.1698 +2025-07-01 12:34:42,782 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 2 days, 16:09:32, time: 1.218, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0233, s0.loss_cls: 0.1664, s0.acc: 94.3572, s0.loss_bbox: 0.2194, s0.loss_mask: 0.2345, s1.loss_cls: 0.0773, s1.acc: 94.6300, s1.loss_bbox: 0.1000, s1.loss_mask: 0.1163, s2.loss_cls: 0.0376, s2.acc: 94.6314, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0546, loss: 1.1061 +2025-07-01 12:35:31,086 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 2 days, 16:08:26, time: 0.966, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1819, s0.acc: 93.7659, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2387, s1.loss_cls: 0.0837, s1.acc: 94.1053, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1170, s2.loss_cls: 0.0411, s2.acc: 94.0481, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0548, loss: 1.1789 +2025-07-01 12:36:19,167 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 2 days, 16:07:18, time: 0.961, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0236, s0.loss_cls: 0.1790, s0.acc: 94.0012, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2451, s1.loss_cls: 0.0832, s1.acc: 94.2870, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1205, s2.loss_cls: 0.0402, s2.acc: 94.3351, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0562, loss: 1.1738 +2025-07-01 12:36:57,187 - mmdet - INFO - Saving checkpoint at 5 epochs +2025-07-01 12:40:10,810 - mmdet - INFO - Evaluating bbox... +2025-07-01 12:40:45,379 - mmdet - INFO - Evaluating segm... +2025-07-01 12:41:24,155 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 12:41:24,155 - mmdet - INFO - Epoch(val) [5][7330] bbox_mAP: 0.4260, bbox_mAP_50: 0.6100, bbox_mAP_75: 0.4620, bbox_mAP_s: 0.2620, bbox_mAP_m: 0.4590, bbox_mAP_l: 0.5680, bbox_mAP_copypaste: 0.426 0.610 0.462 0.262 0.459 0.568, segm_mAP: 0.3640, segm_mAP_50: 0.5820, segm_mAP_75: 0.3850, segm_mAP_s: 0.2030, segm_mAP_m: 0.3990, segm_mAP_l: 0.5100, segm_mAP_copypaste: 0.364 0.582 0.385 0.203 0.399 0.510 +2025-07-01 12:43:33,648 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 2 days, 16:10:55, time: 2.589, data_time: 1.559, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1843, s0.acc: 93.6943, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2442, s1.loss_cls: 0.0854, s1.acc: 94.0064, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1210, s2.loss_cls: 0.0410, s2.acc: 94.1513, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0568, loss: 1.2035 +2025-07-01 12:44:26,538 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 2 days, 16:10:17, time: 1.058, data_time: 0.031, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1849, s0.acc: 93.6926, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2433, s1.loss_cls: 0.0857, s1.acc: 94.0704, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1199, s2.loss_cls: 0.0407, s2.acc: 94.1133, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0562, loss: 1.2086 +2025-07-01 12:45:18,723 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 2 days, 16:09:34, time: 1.043, data_time: 0.032, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1743, s0.acc: 94.0811, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2333, s1.loss_cls: 0.0804, s1.acc: 94.4275, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1154, s2.loss_cls: 0.0391, s2.acc: 94.4026, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0548, loss: 1.1489 +2025-07-01 12:46:26,424 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 2 days, 16:10:27, time: 1.354, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1749, s0.acc: 94.0354, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2341, s1.loss_cls: 0.0811, s1.acc: 94.3577, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1163, s2.loss_cls: 0.0391, s2.acc: 94.4515, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0547, loss: 1.1497 +2025-07-01 12:47:16,442 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 2 days, 16:09:31, time: 1.000, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1706, s0.acc: 94.1362, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2353, s1.loss_cls: 0.0782, s1.acc: 94.4988, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1160, s2.loss_cls: 0.0379, s2.acc: 94.4342, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0543, loss: 1.1440 +2025-07-01 12:48:07,068 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 2 days, 16:08:39, time: 1.013, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1755, s0.acc: 93.9629, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2360, s1.loss_cls: 0.0808, s1.acc: 94.2744, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1170, s2.loss_cls: 0.0389, s2.acc: 94.3601, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0550, loss: 1.1627 +2025-07-01 12:48:57,389 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 12:48:57,390 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 2 days, 16:07:45, time: 1.006, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1701, s0.acc: 94.0906, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2373, s1.loss_cls: 0.0783, s1.acc: 94.4547, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1183, s2.loss_cls: 0.0380, s2.acc: 94.4961, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0552, loss: 1.1507 +2025-07-01 12:49:47,410 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 2 days, 16:06:48, time: 1.000, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1840, s0.acc: 93.7090, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2385, s1.loss_cls: 0.0846, s1.acc: 94.0697, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1172, s2.loss_cls: 0.0409, s2.acc: 94.0972, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0550, loss: 1.1935 +2025-07-01 12:50:37,599 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 2 days, 16:05:53, time: 1.004, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1771, s0.acc: 94.0071, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2315, s1.loss_cls: 0.0812, s1.acc: 94.3734, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1144, s2.loss_cls: 0.0388, s2.acc: 94.4404, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0538, loss: 1.1489 +2025-07-01 12:51:27,060 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 2 days, 16:04:54, time: 0.989, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1759, s0.acc: 94.0581, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2448, s1.loss_cls: 0.0818, s1.acc: 94.2667, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1202, s2.loss_cls: 0.0390, s2.acc: 94.3669, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0564, loss: 1.1647 +2025-07-01 12:52:17,055 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 2 days, 16:03:58, time: 1.000, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1737, s0.acc: 93.9539, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2397, s1.loss_cls: 0.0812, s1.acc: 94.1831, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1188, s2.loss_cls: 0.0398, s2.acc: 94.1260, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0558, loss: 1.1588 +2025-07-01 12:53:25,051 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 2 days, 16:04:51, time: 1.359, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1792, s0.acc: 93.8120, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2420, s1.loss_cls: 0.0833, s1.acc: 94.1810, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1196, s2.loss_cls: 0.0408, s2.acc: 94.0570, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0560, loss: 1.1838 +2025-07-01 12:54:14,749 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 2 days, 16:03:53, time: 0.994, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1752, s0.acc: 93.9280, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2372, s1.loss_cls: 0.0803, s1.acc: 94.2997, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1181, s2.loss_cls: 0.0391, s2.acc: 94.2776, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0556, loss: 1.1636 +2025-07-01 12:55:04,420 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 2 days, 16:02:54, time: 0.993, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1868, s0.acc: 93.6499, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2453, s1.loss_cls: 0.0868, s1.acc: 93.8667, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1205, s2.loss_cls: 0.0418, s2.acc: 94.0073, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0559, loss: 1.2101 +2025-07-01 12:55:56,071 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 2 days, 16:02:08, time: 1.034, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1793, s0.acc: 93.9705, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2392, s1.loss_cls: 0.0829, s1.acc: 94.2218, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1184, s2.loss_cls: 0.0397, s2.acc: 94.2926, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0551, loss: 1.1692 +2025-07-01 12:56:45,359 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 2 days, 16:01:07, time: 0.985, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1738, s0.acc: 94.0779, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2417, s1.loss_cls: 0.0802, s1.acc: 94.3571, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1193, s2.loss_cls: 0.0384, s2.acc: 94.4707, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0558, loss: 1.1633 +2025-07-01 12:57:34,247 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 2 days, 16:00:04, time: 0.978, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1773, s0.acc: 93.9485, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2389, s1.loss_cls: 0.0812, s1.acc: 94.1956, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1185, s2.loss_cls: 0.0390, s2.acc: 94.3571, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0557, loss: 1.1640 +2025-07-01 12:58:22,973 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 2 days, 15:59:00, time: 0.975, data_time: 0.030, memory: 15571, balance_loss: 0.0010, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1743, s0.acc: 93.9805, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2356, s1.loss_cls: 0.0814, s1.acc: 94.2297, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1172, s2.loss_cls: 0.0391, s2.acc: 94.3078, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0554, loss: 1.1521 +2025-07-01 12:59:12,330 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 2 days, 15:58:00, time: 0.987, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1687, s0.acc: 94.2922, s0.loss_bbox: 0.2243, s0.loss_mask: 0.2339, s1.loss_cls: 0.0777, s1.acc: 94.6210, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1156, s2.loss_cls: 0.0374, s2.acc: 94.7846, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0542, loss: 1.1118 +2025-07-01 13:00:17,461 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 2 days, 15:58:17, time: 1.244, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1840, s0.acc: 93.7549, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2445, s1.loss_cls: 0.0850, s1.acc: 94.0834, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1200, s2.loss_cls: 0.0413, s2.acc: 94.1305, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0562, loss: 1.2020 +2025-07-01 13:01:05,954 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 2 days, 15:57:30, time: 1.029, data_time: 0.086, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1699, s0.acc: 94.1411, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2353, s1.loss_cls: 0.0796, s1.acc: 94.3408, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1159, s2.loss_cls: 0.0385, s2.acc: 94.3543, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0548, loss: 1.1341 +2025-07-01 13:01:54,666 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 2 days, 15:56:26, time: 0.974, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1837, s0.acc: 93.7583, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2407, s1.loss_cls: 0.0847, s1.acc: 94.2150, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1189, s2.loss_cls: 0.0406, s2.acc: 94.2413, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0552, loss: 1.1811 +2025-07-01 13:02:45,664 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 2 days, 15:55:35, time: 1.020, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1768, s0.acc: 93.9309, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2477, s1.loss_cls: 0.0826, s1.acc: 94.2203, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1216, s2.loss_cls: 0.0399, s2.acc: 94.3156, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0568, loss: 1.1913 +2025-07-01 13:03:33,441 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 2 days, 15:54:26, time: 0.955, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1712, s0.acc: 94.1299, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2369, s1.loss_cls: 0.0787, s1.acc: 94.3717, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1178, s2.loss_cls: 0.0376, s2.acc: 94.5196, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0550, loss: 1.1445 +2025-07-01 13:04:21,605 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 2 days, 15:53:19, time: 0.963, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1699, s0.acc: 94.1826, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2346, s1.loss_cls: 0.0791, s1.acc: 94.4123, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1158, s2.loss_cls: 0.0376, s2.acc: 94.5134, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0539, loss: 1.1245 +2025-07-01 13:05:10,377 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 2 days, 15:52:15, time: 0.975, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1792, s0.acc: 93.7913, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2423, s1.loss_cls: 0.0832, s1.acc: 94.1403, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1205, s2.loss_cls: 0.0398, s2.acc: 94.2469, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0564, loss: 1.1843 +2025-07-01 13:05:58,699 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 13:05:58,700 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 2 days, 15:51:09, time: 0.967, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1763, s0.acc: 93.9819, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2429, s1.loss_cls: 0.0816, s1.acc: 94.2312, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1192, s2.loss_cls: 0.0390, s2.acc: 94.3367, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1760 +2025-07-01 13:06:48,743 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 2 days, 15:50:13, time: 1.001, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1740, s0.acc: 94.0833, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2459, s1.loss_cls: 0.0793, s1.acc: 94.4815, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1219, s2.loss_cls: 0.0383, s2.acc: 94.4604, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0574, loss: 1.1706 +2025-07-01 13:07:52,055 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 2 days, 15:50:36, time: 1.266, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1734, s0.acc: 94.0989, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2410, s1.loss_cls: 0.0798, s1.acc: 94.4320, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1188, s2.loss_cls: 0.0386, s2.acc: 94.4010, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0557, loss: 1.1583 +2025-07-01 13:08:39,812 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 2 days, 15:49:27, time: 0.955, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1765, s0.acc: 93.9683, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2431, s1.loss_cls: 0.0809, s1.acc: 94.2850, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1204, s2.loss_cls: 0.0387, s2.acc: 94.4368, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1621 +2025-07-01 13:09:32,102 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 2 days, 15:48:44, time: 1.046, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1785, s0.acc: 93.9297, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2403, s1.loss_cls: 0.0808, s1.acc: 94.3758, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1194, s2.loss_cls: 0.0391, s2.acc: 94.4226, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0562, loss: 1.1731 +2025-07-01 13:10:19,786 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 2 days, 15:47:34, time: 0.954, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1775, s0.acc: 93.8867, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2465, s1.loss_cls: 0.0818, s1.acc: 94.2305, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1217, s2.loss_cls: 0.0388, s2.acc: 94.2624, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0571, loss: 1.1875 +2025-07-01 13:11:07,818 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 2 days, 15:46:26, time: 0.961, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1797, s0.acc: 93.7971, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2433, s1.loss_cls: 0.0830, s1.acc: 94.0932, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1197, s2.loss_cls: 0.0402, s2.acc: 94.1602, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0559, loss: 1.1778 +2025-07-01 13:11:55,574 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 2 days, 15:45:17, time: 0.955, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1637, s0.acc: 94.4038, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2345, s1.loss_cls: 0.0760, s1.acc: 94.6997, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1171, s2.loss_cls: 0.0369, s2.acc: 94.7433, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1135 +2025-07-01 13:12:42,847 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 2 days, 15:44:05, time: 0.945, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1778, s0.acc: 93.9294, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2411, s1.loss_cls: 0.0820, s1.acc: 94.2268, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1197, s2.loss_cls: 0.0399, s2.acc: 94.2187, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0555, loss: 1.1650 +2025-07-01 13:13:30,684 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 2 days, 15:42:56, time: 0.957, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1667, s0.acc: 94.3247, s0.loss_bbox: 0.2247, s0.loss_mask: 0.2310, s1.loss_cls: 0.0770, s1.acc: 94.5600, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1146, s2.loss_cls: 0.0379, s2.acc: 94.6286, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0542, loss: 1.1096 +2025-07-01 13:14:36,022 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 2 days, 15:43:30, time: 1.307, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1691, s0.acc: 94.2324, s0.loss_bbox: 0.2263, s0.loss_mask: 0.2392, s1.loss_cls: 0.0778, s1.acc: 94.5012, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1174, s2.loss_cls: 0.0380, s2.acc: 94.4616, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0553, loss: 1.1309 +2025-07-01 13:15:24,220 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 2 days, 15:42:23, time: 0.964, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1810, s0.acc: 93.7783, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2411, s1.loss_cls: 0.0847, s1.acc: 93.9815, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1198, s2.loss_cls: 0.0412, s2.acc: 94.0055, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0564, loss: 1.1893 +2025-07-01 13:16:12,637 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 2 days, 15:41:18, time: 0.968, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1750, s0.acc: 93.9929, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2371, s1.loss_cls: 0.0807, s1.acc: 94.2668, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1169, s2.loss_cls: 0.0388, s2.acc: 94.3125, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0546, loss: 1.1495 +2025-07-01 13:17:03,079 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 2 days, 15:40:24, time: 1.009, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1720, s0.acc: 94.1045, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2407, s1.loss_cls: 0.0786, s1.acc: 94.4647, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1194, s2.loss_cls: 0.0377, s2.acc: 94.5294, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0564, loss: 1.1639 +2025-07-01 13:17:51,253 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 2 days, 15:39:18, time: 0.964, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1785, s0.acc: 93.9238, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2437, s1.loss_cls: 0.0826, s1.acc: 94.2758, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1204, s2.loss_cls: 0.0398, s2.acc: 94.2987, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0561, loss: 1.1670 +2025-07-01 13:18:38,783 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 2 days, 15:38:07, time: 0.951, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1768, s0.acc: 94.0376, s0.loss_bbox: 0.2313, s0.loss_mask: 0.2376, s1.loss_cls: 0.0820, s1.acc: 94.3648, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1180, s2.loss_cls: 0.0386, s2.acc: 94.4802, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0555, loss: 1.1468 +2025-07-01 13:19:26,915 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 2 days, 15:37:01, time: 0.962, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1796, s0.acc: 93.8997, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2463, s1.loss_cls: 0.0827, s1.acc: 94.1472, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1214, s2.loss_cls: 0.0402, s2.acc: 94.1320, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0572, loss: 1.1819 +2025-07-01 13:20:14,893 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 2 days, 15:35:53, time: 0.960, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1690, s0.acc: 94.2471, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2438, s1.loss_cls: 0.0773, s1.acc: 94.5379, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1194, s2.loss_cls: 0.0371, s2.acc: 94.6409, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1477 +2025-07-01 13:21:20,071 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 2 days, 15:36:25, time: 1.304, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1861, s0.acc: 93.6526, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2461, s1.loss_cls: 0.0854, s1.acc: 93.9843, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1205, s2.loss_cls: 0.0407, s2.acc: 94.1507, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0566, loss: 1.2086 +2025-07-01 13:22:07,459 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 2 days, 15:35:14, time: 0.948, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1733, s0.acc: 94.0583, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2428, s1.loss_cls: 0.0792, s1.acc: 94.3938, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1189, s2.loss_cls: 0.0379, s2.acc: 94.6264, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0556, loss: 1.1555 +2025-07-01 13:22:55,751 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 13:22:55,752 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 2 days, 15:34:08, time: 0.966, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1734, s0.acc: 94.0476, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2368, s1.loss_cls: 0.0790, s1.acc: 94.3941, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1182, s2.loss_cls: 0.0384, s2.acc: 94.3791, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0557, loss: 1.1500 +2025-07-01 13:23:46,241 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 2 days, 15:33:15, time: 1.010, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1759, s0.acc: 93.9678, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2380, s1.loss_cls: 0.0812, s1.acc: 94.3394, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1187, s2.loss_cls: 0.0388, s2.acc: 94.4100, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0556, loss: 1.1480 +2025-07-01 13:24:33,989 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 2 days, 15:32:06, time: 0.955, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1760, s0.acc: 94.0930, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2376, s1.loss_cls: 0.0806, s1.acc: 94.4531, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1176, s2.loss_cls: 0.0388, s2.acc: 94.4217, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1570 +2025-07-01 13:25:22,263 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 2 days, 15:31:00, time: 0.965, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1796, s0.acc: 93.7759, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2475, s1.loss_cls: 0.0828, s1.acc: 94.1011, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1209, s2.loss_cls: 0.0405, s2.acc: 94.0366, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0567, loss: 1.1973 +2025-07-01 13:26:10,439 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 2 days, 15:29:54, time: 0.963, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1693, s0.acc: 94.1638, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2369, s1.loss_cls: 0.0788, s1.acc: 94.3768, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1168, s2.loss_cls: 0.0384, s2.acc: 94.3856, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0551, loss: 1.1330 +2025-07-01 13:26:57,960 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 2 days, 15:28:44, time: 0.951, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1791, s0.acc: 93.9775, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2435, s1.loss_cls: 0.0819, s1.acc: 94.3456, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1208, s2.loss_cls: 0.0395, s2.acc: 94.3431, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0566, loss: 1.1698 +2025-07-01 13:27:48,493 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 2 days, 15:27:51, time: 1.010, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1756, s0.acc: 94.0637, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2435, s1.loss_cls: 0.0820, s1.acc: 94.3027, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1200, s2.loss_cls: 0.0397, s2.acc: 94.3460, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0562, loss: 1.1584 +2025-07-01 13:28:52,885 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 2 days, 15:28:17, time: 1.288, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1770, s0.acc: 93.8545, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2396, s1.loss_cls: 0.0832, s1.acc: 94.0834, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1175, s2.loss_cls: 0.0406, s2.acc: 93.9729, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0553, loss: 1.1758 +2025-07-01 13:29:40,349 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 2 days, 15:27:07, time: 0.949, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1674, s0.acc: 94.2935, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2379, s1.loss_cls: 0.0770, s1.acc: 94.6181, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1179, s2.loss_cls: 0.0374, s2.acc: 94.5628, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0551, loss: 1.1277 +2025-07-01 13:30:30,227 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 2 days, 15:26:10, time: 0.998, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0304, loss_rpn_bbox: 0.0228, s0.loss_cls: 0.1663, s0.acc: 94.3098, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2337, s1.loss_cls: 0.0780, s1.acc: 94.4839, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1171, s2.loss_cls: 0.0383, s2.acc: 94.4026, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0551, loss: 1.1151 +2025-07-01 13:31:18,292 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 2 days, 15:25:03, time: 0.961, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1775, s0.acc: 94.0042, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2433, s1.loss_cls: 0.0834, s1.acc: 94.1938, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1203, s2.loss_cls: 0.0398, s2.acc: 94.1780, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0561, loss: 1.1732 +2025-07-01 13:32:06,481 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 2 days, 15:23:57, time: 0.963, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1753, s0.acc: 94.0247, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2449, s1.loss_cls: 0.0810, s1.acc: 94.2892, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1209, s2.loss_cls: 0.0385, s2.acc: 94.4626, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0569, loss: 1.1793 +2025-07-01 13:32:54,753 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 2 days, 15:22:52, time: 0.966, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1806, s0.acc: 93.7253, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2394, s1.loss_cls: 0.0849, s1.acc: 94.0110, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1169, s2.loss_cls: 0.0406, s2.acc: 94.1711, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0547, loss: 1.1817 +2025-07-01 13:33:42,517 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 2 days, 15:21:43, time: 0.955, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1736, s0.acc: 94.2102, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2373, s1.loss_cls: 0.0796, s1.acc: 94.4614, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1173, s2.loss_cls: 0.0383, s2.acc: 94.5480, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0553, loss: 1.1401 +2025-07-01 13:34:30,299 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 2 days, 15:20:35, time: 0.956, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1763, s0.acc: 94.0552, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2406, s1.loss_cls: 0.0816, s1.acc: 94.3530, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1183, s2.loss_cls: 0.0393, s2.acc: 94.3570, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0557, loss: 1.1617 +2025-07-01 13:35:35,321 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 2 days, 15:21:04, time: 1.300, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1801, s0.acc: 93.8889, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2427, s1.loss_cls: 0.0819, s1.acc: 94.2997, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1203, s2.loss_cls: 0.0398, s2.acc: 94.2494, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0559, loss: 1.1874 +2025-07-01 13:36:23,271 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 2 days, 15:19:57, time: 0.959, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1891, s0.acc: 93.6965, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2484, s1.loss_cls: 0.0865, s1.acc: 94.0910, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1214, s2.loss_cls: 0.0416, s2.acc: 94.1860, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0563, loss: 1.2132 +2025-07-01 13:37:10,928 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 2 days, 15:18:48, time: 0.953, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1710, s0.acc: 94.1494, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2321, s1.loss_cls: 0.0791, s1.acc: 94.3489, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1151, s2.loss_cls: 0.0380, s2.acc: 94.4691, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0542, loss: 1.1272 +2025-07-01 13:38:01,518 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 2 days, 15:17:55, time: 1.012, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1761, s0.acc: 93.9915, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2352, s1.loss_cls: 0.0814, s1.acc: 94.2623, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1167, s2.loss_cls: 0.0391, s2.acc: 94.3285, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0547, loss: 1.1537 +2025-07-01 13:38:49,652 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 2 days, 15:16:49, time: 0.963, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1806, s0.acc: 93.8496, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2428, s1.loss_cls: 0.0833, s1.acc: 94.1718, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1205, s2.loss_cls: 0.0408, s2.acc: 94.1199, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0561, loss: 1.1896 +2025-07-01 13:39:37,618 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 13:39:37,619 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 2 days, 15:15:42, time: 0.959, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1773, s0.acc: 94.0283, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2388, s1.loss_cls: 0.0829, s1.acc: 94.3219, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1183, s2.loss_cls: 0.0395, s2.acc: 94.3394, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1575 +2025-07-01 13:40:25,786 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 2 days, 15:14:36, time: 0.963, data_time: 0.021, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1863, s0.acc: 93.6519, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2373, s1.loss_cls: 0.0873, s1.acc: 93.8720, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1178, s2.loss_cls: 0.0418, s2.acc: 93.8596, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0550, loss: 1.1955 +2025-07-01 13:41:13,186 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 2 days, 15:13:26, time: 0.948, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1762, s0.acc: 94.0225, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2433, s1.loss_cls: 0.0823, s1.acc: 94.1979, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1197, s2.loss_cls: 0.0397, s2.acc: 94.2552, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0561, loss: 1.1633 +2025-07-01 13:42:20,248 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 2 days, 15:14:05, time: 1.341, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1752, s0.acc: 93.9858, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2439, s1.loss_cls: 0.0827, s1.acc: 94.1186, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1199, s2.loss_cls: 0.0398, s2.acc: 94.1804, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.1642 +2025-07-01 13:43:07,381 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 2 days, 15:12:53, time: 0.943, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1674, s0.acc: 94.3557, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2382, s1.loss_cls: 0.0773, s1.acc: 94.6522, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1170, s2.loss_cls: 0.0372, s2.acc: 94.6448, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0552, loss: 1.1283 +2025-07-01 13:43:55,672 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 2 days, 15:11:48, time: 0.965, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1780, s0.acc: 93.9194, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2468, s1.loss_cls: 0.0818, s1.acc: 94.2370, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1213, s2.loss_cls: 0.0391, s2.acc: 94.2902, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0567, loss: 1.1921 +2025-07-01 13:44:45,983 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 2 days, 15:10:54, time: 1.007, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1649, s0.acc: 94.2415, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2403, s1.loss_cls: 0.0770, s1.acc: 94.5245, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1185, s2.loss_cls: 0.0371, s2.acc: 94.6191, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0557, loss: 1.1351 +2025-07-01 13:45:34,022 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 2 days, 15:09:48, time: 0.961, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1726, s0.acc: 94.0732, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2368, s1.loss_cls: 0.0797, s1.acc: 94.3364, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1176, s2.loss_cls: 0.0385, s2.acc: 94.4556, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0554, loss: 1.1498 +2025-07-01 13:46:22,651 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 2 days, 15:08:45, time: 0.973, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1826, s0.acc: 93.7603, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2424, s1.loss_cls: 0.0836, s1.acc: 94.1461, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1204, s2.loss_cls: 0.0407, s2.acc: 94.1968, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0567, loss: 1.1933 +2025-07-01 13:47:10,608 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 2 days, 15:07:38, time: 0.959, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1765, s0.acc: 94.0315, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2396, s1.loss_cls: 0.0810, s1.acc: 94.3321, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1191, s2.loss_cls: 0.0394, s2.acc: 94.3960, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0555, loss: 1.1678 +2025-07-01 13:47:59,163 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 2 days, 15:06:34, time: 0.971, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1769, s0.acc: 93.8552, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2454, s1.loss_cls: 0.0832, s1.acc: 94.1849, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1204, s2.loss_cls: 0.0404, s2.acc: 94.2228, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0563, loss: 1.1842 +2025-07-01 13:48:55,118 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 2 days, 15:06:11, time: 1.119, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1716, s0.acc: 94.0537, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2399, s1.loss_cls: 0.0799, s1.acc: 94.3325, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1169, s2.loss_cls: 0.0383, s2.acc: 94.4079, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1535 +2025-07-01 13:49:55,170 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 2 days, 15:06:11, time: 1.201, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1785, s0.acc: 93.8528, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2365, s1.loss_cls: 0.0828, s1.acc: 94.1641, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1173, s2.loss_cls: 0.0405, s2.acc: 94.1431, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0546, loss: 1.1588 +2025-07-01 13:50:43,922 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 2 days, 15:05:09, time: 0.975, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1884, s0.acc: 93.5068, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2440, s1.loss_cls: 0.0865, s1.acc: 93.8561, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1204, s2.loss_cls: 0.0420, s2.acc: 93.8790, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0570, loss: 1.2173 +2025-07-01 13:51:34,162 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 2 days, 15:04:14, time: 1.005, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1778, s0.acc: 93.8818, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2398, s1.loss_cls: 0.0824, s1.acc: 94.1071, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1198, s2.loss_cls: 0.0399, s2.acc: 94.1866, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0560, loss: 1.1644 +2025-07-01 13:52:22,248 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 2 days, 15:03:08, time: 0.962, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1823, s0.acc: 93.8054, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2460, s1.loss_cls: 0.0849, s1.acc: 94.1304, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1197, s2.loss_cls: 0.0411, s2.acc: 94.2085, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0557, loss: 1.1903 +2025-07-01 13:53:09,430 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 2 days, 15:01:57, time: 0.943, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1736, s0.acc: 94.1284, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2379, s1.loss_cls: 0.0804, s1.acc: 94.4633, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1177, s2.loss_cls: 0.0392, s2.acc: 94.4643, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0550, loss: 1.1467 +2025-07-01 13:53:57,270 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 2 days, 15:00:50, time: 0.957, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1696, s0.acc: 94.1934, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2391, s1.loss_cls: 0.0791, s1.acc: 94.4086, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1185, s2.loss_cls: 0.0383, s2.acc: 94.3625, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0558, loss: 1.1441 +2025-07-01 13:54:45,457 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 2 days, 14:59:44, time: 0.964, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1768, s0.acc: 93.9248, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2445, s1.loss_cls: 0.0825, s1.acc: 94.1740, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1211, s2.loss_cls: 0.0401, s2.acc: 94.2105, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0565, loss: 1.1810 +2025-07-01 13:55:33,560 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 2 days, 14:58:39, time: 0.962, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1920, s0.acc: 93.5872, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2440, s1.loss_cls: 0.0887, s1.acc: 93.8528, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1189, s2.loss_cls: 0.0425, s2.acc: 94.0732, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.2111 +2025-07-01 13:56:39,659 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 13:56:39,659 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 2 days, 14:59:11, time: 1.322, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1840, s0.acc: 93.7678, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2464, s1.loss_cls: 0.0850, s1.acc: 94.1591, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1210, s2.loss_cls: 0.0403, s2.acc: 94.2396, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0565, loss: 1.2013 +2025-07-01 13:57:27,109 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 2 days, 14:58:01, time: 0.949, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1753, s0.acc: 94.0984, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2384, s1.loss_cls: 0.0811, s1.acc: 94.3875, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1179, s2.loss_cls: 0.0389, s2.acc: 94.4591, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0555, loss: 1.1496 +2025-07-01 13:58:15,453 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 2 days, 14:56:57, time: 0.967, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1839, s0.acc: 93.6406, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2479, s1.loss_cls: 0.0854, s1.acc: 93.9707, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1206, s2.loss_cls: 0.0411, s2.acc: 93.9776, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0562, loss: 1.2047 +2025-07-01 13:59:05,179 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 2 days, 14:56:00, time: 0.995, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1767, s0.acc: 93.9583, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2425, s1.loss_cls: 0.0812, s1.acc: 94.2934, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1187, s2.loss_cls: 0.0392, s2.acc: 94.3820, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0558, loss: 1.1607 +2025-07-01 13:59:53,083 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 2 days, 14:54:53, time: 0.958, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1720, s0.acc: 94.2166, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2358, s1.loss_cls: 0.0803, s1.acc: 94.4271, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1161, s2.loss_cls: 0.0389, s2.acc: 94.4024, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0548, loss: 1.1340 +2025-07-01 14:00:41,059 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 2 days, 14:53:46, time: 0.959, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1787, s0.acc: 93.9463, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2380, s1.loss_cls: 0.0830, s1.acc: 94.2388, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1179, s2.loss_cls: 0.0400, s2.acc: 94.2618, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0557, loss: 1.1650 +2025-07-01 14:01:28,903 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 2 days, 14:52:39, time: 0.957, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1775, s0.acc: 93.9126, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2371, s1.loss_cls: 0.0821, s1.acc: 94.1970, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1163, s2.loss_cls: 0.0402, s2.acc: 94.2294, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0547, loss: 1.1606 +2025-07-01 14:02:16,531 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 2 days, 14:51:31, time: 0.953, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1706, s0.acc: 94.3162, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2375, s1.loss_cls: 0.0782, s1.acc: 94.6620, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1183, s2.loss_cls: 0.0375, s2.acc: 94.7078, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0556, loss: 1.1315 +2025-07-01 14:03:20,372 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 2 days, 14:51:50, time: 1.277, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1789, s0.acc: 93.9619, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2368, s1.loss_cls: 0.0819, s1.acc: 94.3463, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1168, s2.loss_cls: 0.0401, s2.acc: 94.3345, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0543, loss: 1.1587 +2025-07-01 14:04:08,682 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 2 days, 14:50:46, time: 0.966, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1776, s0.acc: 93.9456, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2345, s1.loss_cls: 0.0818, s1.acc: 94.2454, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1157, s2.loss_cls: 0.0395, s2.acc: 94.2428, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0541, loss: 1.1580 +2025-07-01 14:04:56,056 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 2 days, 14:49:36, time: 0.948, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1802, s0.acc: 93.8708, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2353, s1.loss_cls: 0.0840, s1.acc: 94.0829, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1169, s2.loss_cls: 0.0405, s2.acc: 94.2227, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1629 +2025-07-01 14:05:46,857 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 2 days, 14:48:45, time: 1.016, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1880, s0.acc: 93.7659, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2441, s1.loss_cls: 0.0860, s1.acc: 94.0953, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1192, s2.loss_cls: 0.0411, s2.acc: 94.0634, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0557, loss: 1.2090 +2025-07-01 14:06:34,706 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 2 days, 14:47:38, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1701, s0.acc: 94.1655, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2392, s1.loss_cls: 0.0796, s1.acc: 94.3763, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1176, s2.loss_cls: 0.0380, s2.acc: 94.5460, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0550, loss: 1.1361 +2025-07-01 14:07:22,448 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 2 days, 14:46:31, time: 0.955, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1745, s0.acc: 94.1179, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2419, s1.loss_cls: 0.0810, s1.acc: 94.3865, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1189, s2.loss_cls: 0.0383, s2.acc: 94.5301, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0557, loss: 1.1532 +2025-07-01 14:08:10,282 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 2 days, 14:45:24, time: 0.957, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1694, s0.acc: 94.1311, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2397, s1.loss_cls: 0.0786, s1.acc: 94.4631, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1197, s2.loss_cls: 0.0381, s2.acc: 94.4722, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0564, loss: 1.1500 +2025-07-01 14:08:58,161 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 2 days, 14:44:17, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1821, s0.acc: 93.8008, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2435, s1.loss_cls: 0.0836, s1.acc: 94.1126, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1205, s2.loss_cls: 0.0401, s2.acc: 94.2237, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0562, loss: 1.1813 +2025-07-01 14:09:57,401 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 2 days, 14:44:11, time: 1.185, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1820, s0.acc: 93.8928, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2441, s1.loss_cls: 0.0847, s1.acc: 94.2169, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1203, s2.loss_cls: 0.0409, s2.acc: 94.1814, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1929 +2025-07-01 14:10:54,198 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 2 days, 14:43:52, time: 1.136, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1862, s0.acc: 93.7126, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2371, s1.loss_cls: 0.0874, s1.acc: 93.9240, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1170, s2.loss_cls: 0.0416, s2.acc: 94.0719, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1792 +2025-07-01 14:11:41,968 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 2 days, 14:42:44, time: 0.955, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1704, s0.acc: 94.2107, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2422, s1.loss_cls: 0.0785, s1.acc: 94.4902, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1200, s2.loss_cls: 0.0375, s2.acc: 94.5221, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0552, loss: 1.1446 +2025-07-01 14:12:32,754 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 2 days, 14:41:53, time: 1.016, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1886, s0.acc: 93.6604, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2420, s1.loss_cls: 0.0878, s1.acc: 93.9465, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1197, s2.loss_cls: 0.0418, s2.acc: 94.0580, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1995 +2025-07-01 14:13:20,746 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 14:13:20,747 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 2 days, 14:40:47, time: 0.960, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1780, s0.acc: 94.0327, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2372, s1.loss_cls: 0.0820, s1.acc: 94.3013, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1176, s2.loss_cls: 0.0395, s2.acc: 94.2865, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1603 +2025-07-01 14:14:08,470 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 2 days, 14:39:40, time: 0.954, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1731, s0.acc: 94.1855, s0.loss_bbox: 0.2259, s0.loss_mask: 0.2385, s1.loss_cls: 0.0810, s1.acc: 94.3961, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1184, s2.loss_cls: 0.0388, s2.acc: 94.5023, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0556, loss: 1.1349 +2025-07-01 14:14:57,409 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 2 days, 14:38:39, time: 0.979, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1870, s0.acc: 93.6123, s0.loss_bbox: 0.2521, s0.loss_mask: 0.2473, s1.loss_cls: 0.0881, s1.acc: 93.8086, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1213, s2.loss_cls: 0.0425, s2.acc: 93.8711, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0568, loss: 1.2194 +2025-07-01 14:15:44,918 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 2 days, 14:37:30, time: 0.950, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1658, s0.acc: 94.2407, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2343, s1.loss_cls: 0.0767, s1.acc: 94.5197, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1151, s2.loss_cls: 0.0372, s2.acc: 94.4691, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0534, loss: 1.1253 +2025-07-01 14:16:33,384 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 2 days, 14:36:27, time: 0.969, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1815, s0.acc: 93.8381, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2432, s1.loss_cls: 0.0853, s1.acc: 94.0806, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1195, s2.loss_cls: 0.0409, s2.acc: 94.1061, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0563, loss: 1.1778 +2025-07-01 14:17:39,357 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 2 days, 14:36:56, time: 1.319, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1690, s0.acc: 94.2371, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2424, s1.loss_cls: 0.0783, s1.acc: 94.4665, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1204, s2.loss_cls: 0.0381, s2.acc: 94.5240, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0566, loss: 1.1387 +2025-07-01 14:18:27,519 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 2 days, 14:35:51, time: 0.963, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1712, s0.acc: 94.1467, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2391, s1.loss_cls: 0.0798, s1.acc: 94.4219, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1185, s2.loss_cls: 0.0394, s2.acc: 94.2863, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0559, loss: 1.1621 +2025-07-01 14:19:15,293 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 2 days, 14:34:44, time: 0.956, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1682, s0.acc: 94.2554, s0.loss_bbox: 0.2268, s0.loss_mask: 0.2330, s1.loss_cls: 0.0789, s1.acc: 94.4672, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1161, s2.loss_cls: 0.0375, s2.acc: 94.5418, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0545, loss: 1.1202 +2025-07-01 14:20:05,650 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 2 days, 14:33:50, time: 1.007, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1707, s0.acc: 94.1292, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2356, s1.loss_cls: 0.0790, s1.acc: 94.3993, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1158, s2.loss_cls: 0.0383, s2.acc: 94.4690, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0543, loss: 1.1329 +2025-07-01 14:20:53,623 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 2 days, 14:32:45, time: 0.959, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1706, s0.acc: 94.2029, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2349, s1.loss_cls: 0.0781, s1.acc: 94.5397, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1170, s2.loss_cls: 0.0382, s2.acc: 94.4853, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0547, loss: 1.1344 +2025-07-01 14:21:41,302 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 2 days, 14:31:37, time: 0.954, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1714, s0.acc: 94.1855, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2363, s1.loss_cls: 0.0787, s1.acc: 94.5659, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1170, s2.loss_cls: 0.0381, s2.acc: 94.4934, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0552, loss: 1.1425 +2025-07-01 14:22:29,040 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 2 days, 14:30:30, time: 0.955, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1718, s0.acc: 94.2017, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2338, s1.loss_cls: 0.0791, s1.acc: 94.4522, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1152, s2.loss_cls: 0.0387, s2.acc: 94.4597, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0538, loss: 1.1288 +2025-07-01 14:23:17,362 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 2 days, 14:29:26, time: 0.967, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1777, s0.acc: 93.8853, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2489, s1.loss_cls: 0.0824, s1.acc: 94.1671, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1233, s2.loss_cls: 0.0406, s2.acc: 94.0988, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0577, loss: 1.1861 +2025-07-01 14:24:21,775 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 2 days, 14:29:46, time: 1.288, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1787, s0.acc: 93.8896, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2368, s1.loss_cls: 0.0829, s1.acc: 94.2108, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1167, s2.loss_cls: 0.0396, s2.acc: 94.4145, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0548, loss: 1.1570 +2025-07-01 14:25:10,049 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 2 days, 14:28:42, time: 0.965, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1796, s0.acc: 93.9226, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2451, s1.loss_cls: 0.0820, s1.acc: 94.2904, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1207, s2.loss_cls: 0.0394, s2.acc: 94.3536, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0566, loss: 1.1934 +2025-07-01 14:25:57,897 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 2 days, 14:27:35, time: 0.957, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1734, s0.acc: 94.0115, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2430, s1.loss_cls: 0.0802, s1.acc: 94.3316, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1195, s2.loss_cls: 0.0388, s2.acc: 94.3603, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0554, loss: 1.1586 +2025-07-01 14:26:48,022 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 2 days, 14:26:41, time: 1.003, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1700, s0.acc: 94.1372, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2371, s1.loss_cls: 0.0776, s1.acc: 94.4912, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1175, s2.loss_cls: 0.0380, s2.acc: 94.4930, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0551, loss: 1.1343 +2025-07-01 14:27:35,585 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 2 days, 14:25:33, time: 0.951, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1704, s0.acc: 94.2605, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2373, s1.loss_cls: 0.0786, s1.acc: 94.5334, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1181, s2.loss_cls: 0.0384, s2.acc: 94.4425, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0554, loss: 1.1315 +2025-07-01 14:28:23,706 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 2 days, 14:24:28, time: 0.962, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1737, s0.acc: 93.8767, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2419, s1.loss_cls: 0.0813, s1.acc: 94.1251, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1195, s2.loss_cls: 0.0395, s2.acc: 94.1542, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0554, loss: 1.1667 +2025-07-01 14:29:11,395 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 2 days, 14:23:21, time: 0.954, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1716, s0.acc: 94.0581, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2446, s1.loss_cls: 0.0800, s1.acc: 94.2764, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1213, s2.loss_cls: 0.0386, s2.acc: 94.3028, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0569, loss: 1.1621 +2025-07-01 14:29:58,866 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 14:29:58,866 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 2 days, 14:22:13, time: 0.949, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1701, s0.acc: 94.1770, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2454, s1.loss_cls: 0.0789, s1.acc: 94.4951, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1201, s2.loss_cls: 0.0372, s2.acc: 94.6842, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0565, loss: 1.1436 +2025-07-01 14:31:01,736 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 2 days, 14:22:24, time: 1.257, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1744, s0.acc: 93.9270, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2442, s1.loss_cls: 0.0810, s1.acc: 94.2431, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1204, s2.loss_cls: 0.0390, s2.acc: 94.2902, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0561, loss: 1.1789 +2025-07-01 14:31:51,881 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 2 days, 14:21:30, time: 1.004, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1677, s0.acc: 94.1912, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2407, s1.loss_cls: 0.0769, s1.acc: 94.5176, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1196, s2.loss_cls: 0.0373, s2.acc: 94.4681, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0565, loss: 1.1449 +2025-07-01 14:32:39,734 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 2 days, 14:20:23, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1758, s0.acc: 94.0603, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2404, s1.loss_cls: 0.0809, s1.acc: 94.3264, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1187, s2.loss_cls: 0.0390, s2.acc: 94.3399, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0557, loss: 1.1669 +2025-07-01 14:33:30,055 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 2 days, 14:19:30, time: 1.007, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1708, s0.acc: 94.2209, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2348, s1.loss_cls: 0.0789, s1.acc: 94.5459, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1160, s2.loss_cls: 0.0379, s2.acc: 94.5850, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0544, loss: 1.1332 +2025-07-01 14:34:18,235 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 2 days, 14:18:26, time: 0.963, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1707, s0.acc: 94.0439, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2368, s1.loss_cls: 0.0786, s1.acc: 94.3665, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1165, s2.loss_cls: 0.0386, s2.acc: 94.3358, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0543, loss: 1.1428 +2025-07-01 14:35:06,202 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 2 days, 14:17:20, time: 0.960, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1789, s0.acc: 93.8740, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2401, s1.loss_cls: 0.0820, s1.acc: 94.2012, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1183, s2.loss_cls: 0.0397, s2.acc: 94.2271, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0551, loss: 1.1723 +2025-07-01 14:35:53,744 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 2 days, 14:16:13, time: 0.951, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1833, s0.acc: 93.8645, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2428, s1.loss_cls: 0.0829, s1.acc: 94.2421, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1185, s2.loss_cls: 0.0400, s2.acc: 94.3251, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0551, loss: 1.1874 +2025-07-01 14:36:41,550 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 2 days, 14:15:07, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1633, s0.acc: 94.3154, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2378, s1.loss_cls: 0.0750, s1.acc: 94.6824, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1168, s2.loss_cls: 0.0360, s2.acc: 94.6763, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.1247 +2025-07-01 14:37:28,976 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 2 days, 14:13:59, time: 0.948, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1723, s0.acc: 94.1143, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2441, s1.loss_cls: 0.0794, s1.acc: 94.4311, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1204, s2.loss_cls: 0.0387, s2.acc: 94.4052, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0564, loss: 1.1505 +2025-07-01 14:38:31,700 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 2 days, 14:14:08, time: 1.254, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1725, s0.acc: 94.0608, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2326, s1.loss_cls: 0.0792, s1.acc: 94.4698, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1150, s2.loss_cls: 0.0381, s2.acc: 94.5851, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0540, loss: 1.1415 +2025-07-01 14:39:19,995 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 2 days, 14:13:04, time: 0.966, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1765, s0.acc: 93.8608, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2395, s1.loss_cls: 0.0804, s1.acc: 94.2183, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1190, s2.loss_cls: 0.0391, s2.acc: 94.2335, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0561, loss: 1.1712 +2025-07-01 14:40:09,944 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 2 days, 14:12:09, time: 0.999, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1714, s0.acc: 94.1104, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2364, s1.loss_cls: 0.0800, s1.acc: 94.3722, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1183, s2.loss_cls: 0.0384, s2.acc: 94.4449, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0561, loss: 1.1370 +2025-07-01 14:40:58,014 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 2 days, 14:11:04, time: 0.961, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1832, s0.acc: 93.9114, s0.loss_bbox: 0.2342, s0.loss_mask: 0.2411, s1.loss_cls: 0.0859, s1.acc: 94.1605, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1188, s2.loss_cls: 0.0408, s2.acc: 94.2875, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0559, loss: 1.1670 +2025-07-01 14:41:46,263 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 2 days, 14:10:01, time: 0.965, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1740, s0.acc: 94.1084, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2364, s1.loss_cls: 0.0814, s1.acc: 94.2863, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1170, s2.loss_cls: 0.0393, s2.acc: 94.3708, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0549, loss: 1.1515 +2025-07-01 14:42:34,304 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 2 days, 14:08:56, time: 0.961, data_time: 0.022, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1830, s0.acc: 93.8311, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2451, s1.loss_cls: 0.0842, s1.acc: 94.1592, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1211, s2.loss_cls: 0.0404, s2.acc: 94.2534, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0570, loss: 1.1857 +2025-07-01 14:43:22,707 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 2 days, 14:07:53, time: 0.968, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1852, s0.acc: 93.6777, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2450, s1.loss_cls: 0.0860, s1.acc: 93.9469, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1209, s2.loss_cls: 0.0414, s2.acc: 93.9939, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0572, loss: 1.2118 +2025-07-01 14:44:10,998 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 2 days, 14:06:49, time: 0.966, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1754, s0.acc: 93.9209, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2421, s1.loss_cls: 0.0815, s1.acc: 94.2345, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1197, s2.loss_cls: 0.0393, s2.acc: 94.1699, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0556, loss: 1.1730 +2025-07-01 14:45:16,581 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 2 days, 14:07:12, time: 1.312, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1741, s0.acc: 94.0876, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2374, s1.loss_cls: 0.0810, s1.acc: 94.3474, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1175, s2.loss_cls: 0.0396, s2.acc: 94.2019, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0553, loss: 1.1535 +2025-07-01 14:46:04,414 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 2 days, 14:06:07, time: 0.957, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1772, s0.acc: 93.9480, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2392, s1.loss_cls: 0.0811, s1.acc: 94.3167, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1191, s2.loss_cls: 0.0386, s2.acc: 94.4005, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0558, loss: 1.1690 +2025-07-01 14:46:42,201 - mmdet - INFO - Saving checkpoint at 6 epochs +2025-07-01 14:49:51,162 - mmdet - INFO - Evaluating bbox... +2025-07-01 14:50:21,424 - mmdet - INFO - Evaluating segm... +2025-07-01 14:50:57,269 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 14:50:57,269 - mmdet - INFO - Epoch(val) [6][7330] bbox_mAP: 0.4340, bbox_mAP_50: 0.6180, bbox_mAP_75: 0.4710, bbox_mAP_s: 0.2640, bbox_mAP_m: 0.4620, bbox_mAP_l: 0.5810, bbox_mAP_copypaste: 0.434 0.618 0.471 0.264 0.462 0.581, segm_mAP: 0.3750, segm_mAP_50: 0.5890, segm_mAP_75: 0.4010, segm_mAP_s: 0.2130, segm_mAP_m: 0.4050, segm_mAP_l: 0.5200, segm_mAP_copypaste: 0.375 0.589 0.401 0.213 0.405 0.520 +2025-07-01 14:53:07,956 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 2 days, 14:08:52, time: 2.613, data_time: 1.585, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1752, s0.acc: 93.9915, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2349, s1.loss_cls: 0.0798, s1.acc: 94.3766, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1161, s2.loss_cls: 0.0387, s2.acc: 94.3984, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1542 +2025-07-01 14:54:00,119 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 2 days, 14:08:07, time: 1.043, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0340, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1658, s0.acc: 94.2434, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2402, s1.loss_cls: 0.0774, s1.acc: 94.5038, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1191, s2.loss_cls: 0.0377, s2.acc: 94.5946, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0552, loss: 1.1329 +2025-07-01 14:54:52,597 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 2 days, 14:07:24, time: 1.050, data_time: 0.036, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1753, s0.acc: 93.9453, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2374, s1.loss_cls: 0.0807, s1.acc: 94.1778, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1177, s2.loss_cls: 0.0389, s2.acc: 94.2583, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0551, loss: 1.1623 +2025-07-01 14:55:45,051 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 2 days, 14:06:41, time: 1.049, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1846, s0.acc: 93.6499, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2514, s1.loss_cls: 0.0849, s1.acc: 93.9013, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1229, s2.loss_cls: 0.0409, s2.acc: 93.9178, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0568, loss: 1.2164 +2025-07-01 14:56:54,524 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 2 days, 14:07:22, time: 1.389, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1703, s0.acc: 94.2295, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2373, s1.loss_cls: 0.0770, s1.acc: 94.6219, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1174, s2.loss_cls: 0.0374, s2.acc: 94.6130, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0553, loss: 1.1297 +2025-07-01 14:57:44,482 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 2 days, 14:06:27, time: 0.999, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1701, s0.acc: 94.1621, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2409, s1.loss_cls: 0.0768, s1.acc: 94.6102, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1199, s2.loss_cls: 0.0375, s2.acc: 94.6612, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0560, loss: 1.1549 +2025-07-01 14:58:34,398 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 2 days, 14:05:31, time: 0.999, data_time: 0.034, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1745, s0.acc: 94.0217, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2378, s1.loss_cls: 0.0799, s1.acc: 94.3196, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1182, s2.loss_cls: 0.0386, s2.acc: 94.3765, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0555, loss: 1.1672 +2025-07-01 14:59:23,547 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 2 days, 14:04:31, time: 0.983, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1763, s0.acc: 93.9773, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2431, s1.loss_cls: 0.0819, s1.acc: 94.2710, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1202, s2.loss_cls: 0.0393, s2.acc: 94.3350, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1645 +2025-07-01 15:00:12,922 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 2 days, 14:03:33, time: 0.988, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1604, s0.acc: 94.3833, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2289, s1.loss_cls: 0.0747, s1.acc: 94.6414, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1134, s2.loss_cls: 0.0368, s2.acc: 94.5868, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0537, loss: 1.0980 +2025-07-01 15:01:05,519 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 2 days, 14:02:50, time: 1.052, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1818, s0.acc: 93.7629, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2412, s1.loss_cls: 0.0833, s1.acc: 94.1839, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1190, s2.loss_cls: 0.0402, s2.acc: 94.2171, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0564, loss: 1.1815 +2025-07-01 15:01:55,380 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 2 days, 14:01:54, time: 0.997, data_time: 0.036, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1654, s0.acc: 94.2209, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2382, s1.loss_cls: 0.0767, s1.acc: 94.5802, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1182, s2.loss_cls: 0.0370, s2.acc: 94.6158, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0558, loss: 1.1300 +2025-07-01 15:02:45,124 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 2 days, 14:00:58, time: 0.995, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1778, s0.acc: 93.9651, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2442, s1.loss_cls: 0.0820, s1.acc: 94.2703, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1199, s2.loss_cls: 0.0393, s2.acc: 94.3257, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0564, loss: 1.1726 +2025-07-01 15:03:40,008 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 2 days, 14:00:26, time: 1.098, data_time: 0.040, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1776, s0.acc: 93.9619, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2434, s1.loss_cls: 0.0817, s1.acc: 94.3226, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1183, s2.loss_cls: 0.0387, s2.acc: 94.3617, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0549, loss: 1.1734 +2025-07-01 15:04:41,983 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 2 days, 14:00:30, time: 1.239, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0334, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1676, s0.acc: 94.2124, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2388, s1.loss_cls: 0.0769, s1.acc: 94.5710, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1180, s2.loss_cls: 0.0378, s2.acc: 94.3849, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0557, loss: 1.1421 +2025-07-01 15:05:31,022 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 2 days, 13:59:30, time: 0.981, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1829, s0.acc: 93.8220, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2403, s1.loss_cls: 0.0839, s1.acc: 94.2022, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1182, s2.loss_cls: 0.0404, s2.acc: 94.1915, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0553, loss: 1.1742 +2025-07-01 15:06:20,210 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 2 days, 13:58:30, time: 0.984, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1827, s0.acc: 93.7454, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2490, s1.loss_cls: 0.0840, s1.acc: 94.0349, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1221, s2.loss_cls: 0.0400, s2.acc: 94.2472, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0571, loss: 1.2003 +2025-07-01 15:07:09,300 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 2 days, 13:57:30, time: 0.982, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1763, s0.acc: 93.8955, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2373, s1.loss_cls: 0.0806, s1.acc: 94.2325, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1183, s2.loss_cls: 0.0390, s2.acc: 94.2281, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0555, loss: 1.1532 +2025-07-01 15:08:00,388 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 2 days, 13:56:40, time: 1.022, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1606, s0.acc: 94.4521, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2336, s1.loss_cls: 0.0741, s1.acc: 94.7265, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1148, s2.loss_cls: 0.0363, s2.acc: 94.7108, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0540, loss: 1.1022 +2025-07-01 15:08:49,818 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 2 days, 13:55:42, time: 0.988, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1797, s0.acc: 93.8540, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2434, s1.loss_cls: 0.0834, s1.acc: 94.1269, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1188, s2.loss_cls: 0.0394, s2.acc: 94.2405, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1842 +2025-07-01 15:09:39,390 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 2 days, 13:54:45, time: 0.991, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1765, s0.acc: 93.9375, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2426, s1.loss_cls: 0.0817, s1.acc: 94.2460, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1196, s2.loss_cls: 0.0392, s2.acc: 94.2927, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0561, loss: 1.1758 +2025-07-01 15:10:28,104 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 2 days, 13:53:43, time: 0.974, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1700, s0.acc: 94.1238, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2407, s1.loss_cls: 0.0778, s1.acc: 94.4437, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1198, s2.loss_cls: 0.0376, s2.acc: 94.4771, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0564, loss: 1.1437 +2025-07-01 15:11:33,597 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 2 days, 13:54:03, time: 1.310, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0346, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1658, s0.acc: 94.2512, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2361, s1.loss_cls: 0.0765, s1.acc: 94.4570, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1166, s2.loss_cls: 0.0373, s2.acc: 94.4891, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0546, loss: 1.1290 +2025-07-01 15:12:21,812 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 2 days, 13:52:59, time: 0.965, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1798, s0.acc: 93.8882, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2386, s1.loss_cls: 0.0831, s1.acc: 94.2595, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1181, s2.loss_cls: 0.0403, s2.acc: 94.1763, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1744 +2025-07-01 15:13:09,904 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 2 days, 13:51:54, time: 0.962, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1677, s0.acc: 94.2534, s0.loss_bbox: 0.2271, s0.loss_mask: 0.2348, s1.loss_cls: 0.0774, s1.acc: 94.5625, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1156, s2.loss_cls: 0.0373, s2.acc: 94.7192, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0541, loss: 1.1196 +2025-07-01 15:13:57,950 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 2 days, 13:50:49, time: 0.961, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1709, s0.acc: 94.1855, s0.loss_bbox: 0.2303, s0.loss_mask: 0.2407, s1.loss_cls: 0.0799, s1.acc: 94.3329, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1186, s2.loss_cls: 0.0387, s2.acc: 94.3652, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0556, loss: 1.1399 +2025-07-01 15:14:48,395 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 2 days, 13:49:56, time: 1.009, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1683, s0.acc: 94.2449, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2407, s1.loss_cls: 0.0774, s1.acc: 94.5313, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1183, s2.loss_cls: 0.0380, s2.acc: 94.5404, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0557, loss: 1.1395 +2025-07-01 15:15:36,360 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 2 days, 13:48:51, time: 0.959, data_time: 0.034, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1745, s0.acc: 94.0830, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2442, s1.loss_cls: 0.0805, s1.acc: 94.3628, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1197, s2.loss_cls: 0.0389, s2.acc: 94.3468, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0560, loss: 1.1616 +2025-07-01 15:16:24,300 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 2 days, 13:47:46, time: 0.959, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1706, s0.acc: 94.1990, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2378, s1.loss_cls: 0.0788, s1.acc: 94.4387, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1182, s2.loss_cls: 0.0384, s2.acc: 94.4111, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0555, loss: 1.1375 +2025-07-01 15:17:12,511 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 2 days, 13:46:42, time: 0.964, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1690, s0.acc: 94.2664, s0.loss_bbox: 0.2334, s0.loss_mask: 0.2348, s1.loss_cls: 0.0777, s1.acc: 94.5659, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1169, s2.loss_cls: 0.0375, s2.acc: 94.5267, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0549, loss: 1.1328 +2025-07-01 15:18:17,494 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 2 days, 13:46:59, time: 1.300, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1766, s0.acc: 93.9014, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2399, s1.loss_cls: 0.0807, s1.acc: 94.3457, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1185, s2.loss_cls: 0.0390, s2.acc: 94.4562, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0553, loss: 1.1612 +2025-07-01 15:19:05,533 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 2 days, 13:45:54, time: 0.960, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1636, s0.acc: 94.3850, s0.loss_bbox: 0.2230, s0.loss_mask: 0.2404, s1.loss_cls: 0.0750, s1.acc: 94.6850, s1.loss_bbox: 0.1014, s1.loss_mask: 0.1195, s2.loss_cls: 0.0365, s2.acc: 94.7161, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0559, loss: 1.1153 +2025-07-01 15:19:53,264 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 2 days, 13:44:48, time: 0.955, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1668, s0.acc: 94.2307, s0.loss_bbox: 0.2307, s0.loss_mask: 0.2340, s1.loss_cls: 0.0770, s1.acc: 94.5627, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1158, s2.loss_cls: 0.0374, s2.acc: 94.6198, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1210 +2025-07-01 15:20:41,536 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 2 days, 13:43:44, time: 0.965, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1812, s0.acc: 93.7659, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2390, s1.loss_cls: 0.0833, s1.acc: 94.0744, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1181, s2.loss_cls: 0.0402, s2.acc: 94.1136, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0552, loss: 1.1834 +2025-07-01 15:21:29,876 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 2 days, 13:42:41, time: 0.967, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1661, s0.acc: 94.2212, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2344, s1.loss_cls: 0.0762, s1.acc: 94.5250, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1157, s2.loss_cls: 0.0367, s2.acc: 94.6442, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0542, loss: 1.1197 +2025-07-01 15:22:19,816 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 2 days, 13:41:46, time: 0.999, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1679, s0.acc: 94.2041, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2379, s1.loss_cls: 0.0780, s1.acc: 94.4871, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1182, s2.loss_cls: 0.0374, s2.acc: 94.4816, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0551, loss: 1.1343 +2025-07-01 15:23:08,190 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 2 days, 13:40:42, time: 0.967, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1743, s0.acc: 93.9055, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2427, s1.loss_cls: 0.0798, s1.acc: 94.3162, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1182, s2.loss_cls: 0.0383, s2.acc: 94.3793, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0555, loss: 1.1684 +2025-07-01 15:23:55,892 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 2 days, 13:39:36, time: 0.954, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1746, s0.acc: 93.9475, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2382, s1.loss_cls: 0.0813, s1.acc: 94.1122, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1175, s2.loss_cls: 0.0392, s2.acc: 94.1859, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0556, loss: 1.1511 +2025-07-01 15:24:51,713 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 2 days, 13:39:09, time: 1.117, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1671, s0.acc: 94.2454, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2389, s1.loss_cls: 0.0778, s1.acc: 94.5156, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1187, s2.loss_cls: 0.0374, s2.acc: 94.5045, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0559, loss: 1.1338 +2025-07-01 15:25:46,355 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 2 days, 13:38:36, time: 1.093, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1603, s0.acc: 94.5603, s0.loss_bbox: 0.2188, s0.loss_mask: 0.2382, s1.loss_cls: 0.0741, s1.acc: 94.8185, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1174, s2.loss_cls: 0.0365, s2.acc: 94.7650, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0559, loss: 1.1004 +2025-07-01 15:26:34,014 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 2 days, 13:37:29, time: 0.953, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0229, s0.loss_cls: 0.1680, s0.acc: 94.1934, s0.loss_bbox: 0.2270, s0.loss_mask: 0.2342, s1.loss_cls: 0.0779, s1.acc: 94.4752, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1152, s2.loss_cls: 0.0377, s2.acc: 94.5003, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0543, loss: 1.1139 +2025-07-01 15:27:21,953 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 2 days, 13:36:24, time: 0.959, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1759, s0.acc: 94.0251, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2376, s1.loss_cls: 0.0815, s1.acc: 94.2921, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1174, s2.loss_cls: 0.0390, s2.acc: 94.4002, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0549, loss: 1.1562 +2025-07-01 15:28:10,074 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 2 days, 13:35:20, time: 0.962, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1724, s0.acc: 94.0955, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2374, s1.loss_cls: 0.0802, s1.acc: 94.3080, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1181, s2.loss_cls: 0.0387, s2.acc: 94.3192, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0553, loss: 1.1428 +2025-07-01 15:28:59,768 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 2 days, 13:34:24, time: 0.993, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1720, s0.acc: 94.1670, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2425, s1.loss_cls: 0.0799, s1.acc: 94.4003, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1198, s2.loss_cls: 0.0385, s2.acc: 94.4564, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0562, loss: 1.1520 +2025-07-01 15:29:47,443 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 2 days, 13:33:18, time: 0.954, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1717, s0.acc: 94.0413, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2382, s1.loss_cls: 0.0789, s1.acc: 94.3496, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1173, s2.loss_cls: 0.0386, s2.acc: 94.3651, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0551, loss: 1.1513 +2025-07-01 15:30:36,024 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 2 days, 13:32:16, time: 0.972, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1782, s0.acc: 93.9917, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2413, s1.loss_cls: 0.0830, s1.acc: 94.2050, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1188, s2.loss_cls: 0.0401, s2.acc: 94.2872, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0556, loss: 1.1697 +2025-07-01 15:31:24,299 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 2 days, 13:31:13, time: 0.966, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1804, s0.acc: 93.6904, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2428, s1.loss_cls: 0.0834, s1.acc: 94.0689, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1196, s2.loss_cls: 0.0408, s2.acc: 93.9970, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0565, loss: 1.1991 +2025-07-01 15:32:28,021 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 2 days, 13:31:22, time: 1.274, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1802, s0.acc: 93.9575, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2460, s1.loss_cls: 0.0839, s1.acc: 94.2092, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1198, s2.loss_cls: 0.0404, s2.acc: 94.3033, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0560, loss: 1.1758 +2025-07-01 15:33:16,078 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 2 days, 13:30:18, time: 0.961, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1786, s0.acc: 93.7910, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2461, s1.loss_cls: 0.0830, s1.acc: 94.0857, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1209, s2.loss_cls: 0.0402, s2.acc: 94.1250, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0566, loss: 1.1904 +2025-07-01 15:34:03,851 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 2 days, 13:29:12, time: 0.956, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1717, s0.acc: 94.0332, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2422, s1.loss_cls: 0.0793, s1.acc: 94.3729, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1196, s2.loss_cls: 0.0382, s2.acc: 94.4224, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0560, loss: 1.1608 +2025-07-01 15:34:52,104 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 2 days, 13:28:09, time: 0.964, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0322, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1754, s0.acc: 94.0977, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2376, s1.loss_cls: 0.0809, s1.acc: 94.4313, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1178, s2.loss_cls: 0.0387, s2.acc: 94.4717, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0553, loss: 1.1480 +2025-07-01 15:35:42,388 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 2 days, 13:27:15, time: 1.006, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0325, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1623, s0.acc: 94.3923, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2372, s1.loss_cls: 0.0745, s1.acc: 94.7909, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1179, s2.loss_cls: 0.0364, s2.acc: 94.7073, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0559, loss: 1.1168 +2025-07-01 15:36:31,181 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 2 days, 13:26:15, time: 0.976, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1807, s0.acc: 93.6416, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2428, s1.loss_cls: 0.0838, s1.acc: 93.9720, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1200, s2.loss_cls: 0.0408, s2.acc: 94.0097, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0564, loss: 1.1896 +2025-07-01 15:37:18,590 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 2 days, 13:25:07, time: 0.948, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1698, s0.acc: 94.1699, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2439, s1.loss_cls: 0.0781, s1.acc: 94.5550, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1201, s2.loss_cls: 0.0376, s2.acc: 94.5545, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0565, loss: 1.1464 +2025-07-01 15:38:06,533 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 2 days, 13:24:03, time: 0.959, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1714, s0.acc: 94.1582, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2431, s1.loss_cls: 0.0796, s1.acc: 94.4982, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1201, s2.loss_cls: 0.0385, s2.acc: 94.4681, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0559, loss: 1.1587 +2025-07-01 15:39:13,605 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 2 days, 13:24:27, time: 1.341, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0333, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1752, s0.acc: 93.8882, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2427, s1.loss_cls: 0.0819, s1.acc: 94.1458, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1208, s2.loss_cls: 0.0398, s2.acc: 94.1592, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0566, loss: 1.1701 +2025-07-01 15:40:01,808 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 2 days, 13:23:24, time: 0.965, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1857, s0.acc: 93.6533, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2434, s1.loss_cls: 0.0855, s1.acc: 94.0613, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1205, s2.loss_cls: 0.0414, s2.acc: 94.1567, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0562, loss: 1.1947 +2025-07-01 15:40:49,635 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 2 days, 13:22:19, time: 0.957, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1712, s0.acc: 94.2383, s0.loss_bbox: 0.2265, s0.loss_mask: 0.2361, s1.loss_cls: 0.0785, s1.acc: 94.5504, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1168, s2.loss_cls: 0.0381, s2.acc: 94.6167, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0551, loss: 1.1293 +2025-07-01 15:41:38,111 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 2 days, 13:21:17, time: 0.970, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1856, s0.acc: 93.6726, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2398, s1.loss_cls: 0.0849, s1.acc: 93.9830, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1179, s2.loss_cls: 0.0409, s2.acc: 93.9975, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0553, loss: 1.1957 +2025-07-01 15:42:26,714 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 2 days, 13:20:15, time: 0.972, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1805, s0.acc: 93.8271, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2378, s1.loss_cls: 0.0832, s1.acc: 94.1609, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1175, s2.loss_cls: 0.0395, s2.acc: 94.2835, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0550, loss: 1.1677 +2025-07-01 15:43:17,370 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 2 days, 13:19:23, time: 1.013, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1866, s0.acc: 93.5789, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2405, s1.loss_cls: 0.0865, s1.acc: 93.9157, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1190, s2.loss_cls: 0.0421, s2.acc: 93.9098, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0560, loss: 1.2020 +2025-07-01 15:44:05,246 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 2 days, 13:18:18, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1709, s0.acc: 94.0288, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2367, s1.loss_cls: 0.0796, s1.acc: 94.3001, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1175, s2.loss_cls: 0.0381, s2.acc: 94.3310, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0549, loss: 1.1443 +2025-07-01 15:44:53,297 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 2 days, 13:17:14, time: 0.961, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1737, s0.acc: 94.1985, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2404, s1.loss_cls: 0.0807, s1.acc: 94.4364, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1193, s2.loss_cls: 0.0391, s2.acc: 94.4661, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0559, loss: 1.1520 +2025-07-01 15:45:54,813 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 2 days, 13:17:12, time: 1.230, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1803, s0.acc: 93.7642, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2431, s1.loss_cls: 0.0835, s1.acc: 94.0715, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1186, s2.loss_cls: 0.0406, s2.acc: 94.0901, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0552, loss: 1.2004 +2025-07-01 15:46:45,479 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 2 days, 13:16:20, time: 1.013, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1751, s0.acc: 93.9048, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2433, s1.loss_cls: 0.0814, s1.acc: 94.2163, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1205, s2.loss_cls: 0.0396, s2.acc: 94.2718, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0560, loss: 1.1785 +2025-07-01 15:47:33,055 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 2 days, 13:15:14, time: 0.951, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1662, s0.acc: 94.2905, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2313, s1.loss_cls: 0.0769, s1.acc: 94.5057, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1145, s2.loss_cls: 0.0373, s2.acc: 94.5541, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0540, loss: 1.1143 +2025-07-01 15:48:20,958 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 2 days, 13:14:10, time: 0.958, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0321, loss_rpn_bbox: 0.0230, s0.loss_cls: 0.1689, s0.acc: 94.2559, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2356, s1.loss_cls: 0.0791, s1.acc: 94.4890, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1160, s2.loss_cls: 0.0382, s2.acc: 94.4940, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0547, loss: 1.1268 +2025-07-01 15:49:08,728 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 2 days, 13:13:04, time: 0.956, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1714, s0.acc: 94.1577, s0.loss_bbox: 0.2321, s0.loss_mask: 0.2362, s1.loss_cls: 0.0800, s1.acc: 94.4335, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1173, s2.loss_cls: 0.0383, s2.acc: 94.4853, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1347 +2025-07-01 15:49:58,714 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 2 days, 13:12:09, time: 0.999, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1781, s0.acc: 93.9043, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2419, s1.loss_cls: 0.0823, s1.acc: 94.2455, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1187, s2.loss_cls: 0.0397, s2.acc: 94.3022, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0557, loss: 1.1771 +2025-07-01 15:50:46,676 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 2 days, 13:11:05, time: 0.960, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1711, s0.acc: 94.1060, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2382, s1.loss_cls: 0.0796, s1.acc: 94.3838, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1181, s2.loss_cls: 0.0387, s2.acc: 94.4651, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.1469 +2025-07-01 15:51:34,547 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 2 days, 13:10:01, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1673, s0.acc: 94.2368, s0.loss_bbox: 0.2295, s0.loss_mask: 0.2369, s1.loss_cls: 0.0777, s1.acc: 94.4411, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1165, s2.loss_cls: 0.0376, s2.acc: 94.5471, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0541, loss: 1.1213 +2025-07-01 15:52:22,488 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 2 days, 13:08:56, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0316, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1670, s0.acc: 94.3391, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2390, s1.loss_cls: 0.0769, s1.acc: 94.6549, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1182, s2.loss_cls: 0.0369, s2.acc: 94.7078, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0552, loss: 1.1218 +2025-07-01 15:53:29,157 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 2 days, 13:09:17, time: 1.334, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1797, s0.acc: 93.9290, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2376, s1.loss_cls: 0.0824, s1.acc: 94.2921, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1166, s2.loss_cls: 0.0394, s2.acc: 94.4116, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0547, loss: 1.1640 +2025-07-01 15:54:17,432 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 2 days, 13:08:15, time: 0.966, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1780, s0.acc: 93.9578, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2455, s1.loss_cls: 0.0825, s1.acc: 94.2275, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1214, s2.loss_cls: 0.0395, s2.acc: 94.3241, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0570, loss: 1.1702 +2025-07-01 15:55:04,934 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 2 days, 13:07:08, time: 0.950, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1658, s0.acc: 94.3359, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2352, s1.loss_cls: 0.0762, s1.acc: 94.7322, s1.loss_bbox: 0.1017, s1.loss_mask: 0.1159, s2.loss_cls: 0.0364, s2.acc: 94.8071, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0544, loss: 1.1148 +2025-07-01 15:55:53,450 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 2 days, 13:06:07, time: 0.970, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0330, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1798, s0.acc: 93.8772, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2414, s1.loss_cls: 0.0832, s1.acc: 94.1096, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1178, s2.loss_cls: 0.0403, s2.acc: 94.1241, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0554, loss: 1.1665 +2025-07-01 15:56:43,681 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 2 days, 13:05:13, time: 1.005, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1831, s0.acc: 93.7593, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2385, s1.loss_cls: 0.0845, s1.acc: 94.0925, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1169, s2.loss_cls: 0.0409, s2.acc: 94.1987, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0553, loss: 1.1861 +2025-07-01 15:57:31,600 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 2 days, 13:04:09, time: 0.958, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0336, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1725, s0.acc: 94.0762, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2407, s1.loss_cls: 0.0807, s1.acc: 94.1909, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1186, s2.loss_cls: 0.0393, s2.acc: 94.2138, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0551, loss: 1.1435 +2025-07-01 15:58:19,666 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 2 days, 13:03:05, time: 0.961, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1770, s0.acc: 93.7957, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2355, s1.loss_cls: 0.0825, s1.acc: 94.0331, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1167, s2.loss_cls: 0.0398, s2.acc: 94.0384, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0545, loss: 1.1678 +2025-07-01 15:59:07,613 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 2 days, 13:02:01, time: 0.959, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1757, s0.acc: 93.9800, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2452, s1.loss_cls: 0.0810, s1.acc: 94.2891, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1200, s2.loss_cls: 0.0389, s2.acc: 94.2671, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0558, loss: 1.1636 +2025-07-01 16:00:08,136 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 2 days, 13:01:53, time: 1.210, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1640, s0.acc: 94.3259, s0.loss_bbox: 0.2306, s0.loss_mask: 0.2398, s1.loss_cls: 0.0757, s1.acc: 94.6038, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1183, s2.loss_cls: 0.0371, s2.acc: 94.5764, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0560, loss: 1.1278 +2025-07-01 16:00:56,582 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 2 days, 13:00:52, time: 0.969, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1774, s0.acc: 93.8950, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2383, s1.loss_cls: 0.0824, s1.acc: 94.1754, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1176, s2.loss_cls: 0.0401, s2.acc: 94.1559, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0552, loss: 1.1711 +2025-07-01 16:01:44,752 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 2 days, 12:59:49, time: 0.963, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0323, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1737, s0.acc: 93.9607, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2400, s1.loss_cls: 0.0808, s1.acc: 94.2589, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1180, s2.loss_cls: 0.0389, s2.acc: 94.2642, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0552, loss: 1.1565 +2025-07-01 16:02:32,591 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 2 days, 12:58:44, time: 0.957, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1814, s0.acc: 93.9565, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2461, s1.loss_cls: 0.0855, s1.acc: 94.0447, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1217, s2.loss_cls: 0.0415, s2.acc: 94.0310, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0566, loss: 1.1836 +2025-07-01 16:03:22,498 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 2 days, 12:57:49, time: 0.998, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1724, s0.acc: 94.0894, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2437, s1.loss_cls: 0.0802, s1.acc: 94.3362, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1204, s2.loss_cls: 0.0392, s2.acc: 94.2432, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0564, loss: 1.1665 +2025-07-01 16:04:10,026 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 2 days, 12:56:43, time: 0.951, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1741, s0.acc: 94.1841, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2430, s1.loss_cls: 0.0811, s1.acc: 94.4547, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1213, s2.loss_cls: 0.0390, s2.acc: 94.4713, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0574, loss: 1.1605 +2025-07-01 16:04:58,071 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 2 days, 12:55:39, time: 0.960, data_time: 0.036, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1744, s0.acc: 94.0581, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2348, s1.loss_cls: 0.0817, s1.acc: 94.3017, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1161, s2.loss_cls: 0.0395, s2.acc: 94.2963, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0541, loss: 1.1513 +2025-07-01 16:05:45,527 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 2 days, 12:54:33, time: 0.950, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1719, s0.acc: 94.1279, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2347, s1.loss_cls: 0.0792, s1.acc: 94.4467, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1154, s2.loss_cls: 0.0389, s2.acc: 94.4167, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0543, loss: 1.1286 +2025-07-01 16:06:45,851 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 2 days, 12:54:25, time: 1.206, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1851, s0.acc: 93.6716, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2437, s1.loss_cls: 0.0866, s1.acc: 93.8973, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1202, s2.loss_cls: 0.0418, s2.acc: 93.9118, s2.loss_bbox: 0.0445, s2.loss_mask: 0.0565, loss: 1.2132 +2025-07-01 16:07:36,310 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 2 days, 12:53:32, time: 1.009, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1665, s0.acc: 94.1692, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2408, s1.loss_cls: 0.0763, s1.acc: 94.5202, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1190, s2.loss_cls: 0.0372, s2.acc: 94.5622, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0566, loss: 1.1440 +2025-07-01 16:08:24,014 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 2 days, 12:52:27, time: 0.954, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1851, s0.acc: 93.6602, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2448, s1.loss_cls: 0.0854, s1.acc: 94.0062, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1203, s2.loss_cls: 0.0412, s2.acc: 94.0046, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0561, loss: 1.1977 +2025-07-01 16:09:11,240 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 2 days, 12:51:20, time: 0.945, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1634, s0.acc: 94.4189, s0.loss_bbox: 0.2229, s0.loss_mask: 0.2316, s1.loss_cls: 0.0756, s1.acc: 94.7649, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1162, s2.loss_cls: 0.0364, s2.acc: 94.8066, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0551, loss: 1.0997 +2025-07-01 16:09:59,020 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 2 days, 12:50:15, time: 0.956, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1764, s0.acc: 94.0247, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2405, s1.loss_cls: 0.0805, s1.acc: 94.3265, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1174, s2.loss_cls: 0.0384, s2.acc: 94.4958, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0551, loss: 1.1514 +2025-07-01 16:10:49,485 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 2 days, 12:49:23, time: 1.009, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1801, s0.acc: 93.8799, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2448, s1.loss_cls: 0.0831, s1.acc: 94.1447, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1212, s2.loss_cls: 0.0395, s2.acc: 94.2533, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0567, loss: 1.1737 +2025-07-01 16:11:37,617 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 2 days, 12:48:20, time: 0.962, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1760, s0.acc: 94.1465, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2394, s1.loss_cls: 0.0811, s1.acc: 94.4450, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1183, s2.loss_cls: 0.0384, s2.acc: 94.4772, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0553, loss: 1.1650 +2025-07-01 16:12:25,876 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 2 days, 12:47:18, time: 0.966, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1767, s0.acc: 93.7842, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2368, s1.loss_cls: 0.0819, s1.acc: 94.0167, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1172, s2.loss_cls: 0.0402, s2.acc: 94.1173, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1667 +2025-07-01 16:13:13,541 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 2 days, 12:46:13, time: 0.953, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0342, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1714, s0.acc: 94.1428, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2350, s1.loss_cls: 0.0796, s1.acc: 94.3407, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1165, s2.loss_cls: 0.0382, s2.acc: 94.4321, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0549, loss: 1.1385 +2025-07-01 16:14:17,715 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 2 days, 12:46:20, time: 1.283, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1664, s0.acc: 94.3855, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2325, s1.loss_cls: 0.0755, s1.acc: 94.7395, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1156, s2.loss_cls: 0.0364, s2.acc: 94.7486, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0540, loss: 1.1045 +2025-07-01 16:15:05,547 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 2 days, 12:45:16, time: 0.957, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1806, s0.acc: 93.9221, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2402, s1.loss_cls: 0.0828, s1.acc: 94.3507, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1185, s2.loss_cls: 0.0390, s2.acc: 94.4667, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0554, loss: 1.1702 +2025-07-01 16:15:53,410 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 2 days, 12:44:12, time: 0.957, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1757, s0.acc: 94.0100, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2357, s1.loss_cls: 0.0797, s1.acc: 94.3925, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1167, s2.loss_cls: 0.0385, s2.acc: 94.4129, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0546, loss: 1.1597 +2025-07-01 16:16:40,935 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 2 days, 12:43:07, time: 0.950, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1700, s0.acc: 94.1677, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2456, s1.loss_cls: 0.0780, s1.acc: 94.4659, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1195, s2.loss_cls: 0.0374, s2.acc: 94.4931, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0561, loss: 1.1517 +2025-07-01 16:17:30,690 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 2 days, 12:42:11, time: 0.995, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1707, s0.acc: 94.0972, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2368, s1.loss_cls: 0.0785, s1.acc: 94.3996, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1162, s2.loss_cls: 0.0380, s2.acc: 94.4009, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0547, loss: 1.1425 +2025-07-01 16:18:18,465 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 2 days, 12:41:07, time: 0.955, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1800, s0.acc: 93.8408, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2442, s1.loss_cls: 0.0833, s1.acc: 94.1154, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1196, s2.loss_cls: 0.0394, s2.acc: 94.2749, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0559, loss: 1.1783 +2025-07-01 16:19:06,364 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 2 days, 12:40:03, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1785, s0.acc: 93.9897, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2371, s1.loss_cls: 0.0821, s1.acc: 94.3087, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1173, s2.loss_cls: 0.0393, s2.acc: 94.4466, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0548, loss: 1.1578 +2025-07-01 16:19:54,431 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 2 days, 12:39:00, time: 0.962, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1742, s0.acc: 94.0439, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2369, s1.loss_cls: 0.0807, s1.acc: 94.3263, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1175, s2.loss_cls: 0.0396, s2.acc: 94.2160, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0552, loss: 1.1599 +2025-07-01 16:21:00,584 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 2 days, 12:39:16, time: 1.323, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1652, s0.acc: 94.3557, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2346, s1.loss_cls: 0.0755, s1.acc: 94.6016, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1159, s2.loss_cls: 0.0363, s2.acc: 94.7635, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0548, loss: 1.1158 +2025-07-01 16:21:48,307 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 2 days, 12:38:11, time: 0.954, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1715, s0.acc: 94.2249, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2363, s1.loss_cls: 0.0783, s1.acc: 94.4311, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1171, s2.loss_cls: 0.0375, s2.acc: 94.5695, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0551, loss: 1.1284 +2025-07-01 16:22:36,362 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 2 days, 12:37:08, time: 0.961, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1760, s0.acc: 93.9714, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2441, s1.loss_cls: 0.0820, s1.acc: 94.2518, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1190, s2.loss_cls: 0.0390, s2.acc: 94.4187, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0554, loss: 1.1615 +2025-07-01 16:23:24,845 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 2 days, 12:36:07, time: 0.970, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1797, s0.acc: 93.7769, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2424, s1.loss_cls: 0.0828, s1.acc: 94.1000, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1198, s2.loss_cls: 0.0401, s2.acc: 94.0960, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0559, loss: 1.1844 +2025-07-01 16:24:15,178 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 2 days, 12:35:14, time: 1.007, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1737, s0.acc: 93.9851, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2391, s1.loss_cls: 0.0802, s1.acc: 94.2906, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1170, s2.loss_cls: 0.0386, s2.acc: 94.2957, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0546, loss: 1.1608 +2025-07-01 16:25:03,353 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 2 days, 12:34:11, time: 0.963, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1759, s0.acc: 93.8716, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2415, s1.loss_cls: 0.0816, s1.acc: 94.1169, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1196, s2.loss_cls: 0.0395, s2.acc: 94.1112, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0564, loss: 1.1805 +2025-07-01 16:25:51,293 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 2 days, 12:33:08, time: 0.958, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1756, s0.acc: 94.0049, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2379, s1.loss_cls: 0.0818, s1.acc: 94.1912, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1186, s2.loss_cls: 0.0396, s2.acc: 94.1912, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0557, loss: 1.1641 +2025-07-01 16:26:39,090 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 2 days, 12:32:04, time: 0.957, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1673, s0.acc: 94.1501, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2393, s1.loss_cls: 0.0783, s1.acc: 94.3544, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1180, s2.loss_cls: 0.0377, s2.acc: 94.4304, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0552, loss: 1.1393 +2025-07-01 16:27:40,685 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 2 days, 12:31:59, time: 1.232, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1751, s0.acc: 93.9731, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2378, s1.loss_cls: 0.0821, s1.acc: 94.2207, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1181, s2.loss_cls: 0.0397, s2.acc: 94.1759, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0551, loss: 1.1557 +2025-07-01 16:28:31,401 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 2 days, 12:31:08, time: 1.014, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0337, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1791, s0.acc: 94.0320, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2387, s1.loss_cls: 0.0813, s1.acc: 94.3960, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1187, s2.loss_cls: 0.0389, s2.acc: 94.3559, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0558, loss: 1.1591 +2025-07-01 16:29:19,374 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 2 days, 12:30:05, time: 0.960, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1699, s0.acc: 94.2437, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2320, s1.loss_cls: 0.0802, s1.acc: 94.3353, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1150, s2.loss_cls: 0.0383, s2.acc: 94.4992, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0541, loss: 1.1356 +2025-07-01 16:30:07,416 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 2 days, 12:29:02, time: 0.961, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1694, s0.acc: 94.1077, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2362, s1.loss_cls: 0.0785, s1.acc: 94.4156, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1176, s2.loss_cls: 0.0380, s2.acc: 94.4794, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0553, loss: 1.1409 +2025-07-01 16:30:55,133 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 2 days, 12:27:57, time: 0.954, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1663, s0.acc: 94.2263, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2351, s1.loss_cls: 0.0781, s1.acc: 94.3918, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1167, s2.loss_cls: 0.0385, s2.acc: 94.3405, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0552, loss: 1.1349 +2025-07-01 16:31:45,863 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 2 days, 12:27:06, time: 1.015, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1703, s0.acc: 94.1060, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2373, s1.loss_cls: 0.0798, s1.acc: 94.3301, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1181, s2.loss_cls: 0.0391, s2.acc: 94.3285, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0554, loss: 1.1590 +2025-07-01 16:32:33,773 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 2 days, 12:26:03, time: 0.958, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1765, s0.acc: 93.9795, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2395, s1.loss_cls: 0.0820, s1.acc: 94.3264, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1176, s2.loss_cls: 0.0388, s2.acc: 94.3364, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0550, loss: 1.1557 +2025-07-01 16:33:21,480 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 2 days, 12:24:58, time: 0.954, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0351, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1732, s0.acc: 94.0007, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2368, s1.loss_cls: 0.0798, s1.acc: 94.3224, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1158, s2.loss_cls: 0.0390, s2.acc: 94.2515, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0543, loss: 1.1424 +2025-07-01 16:34:15,023 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 2 days, 12:24:19, time: 1.071, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1773, s0.acc: 93.8945, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2461, s1.loss_cls: 0.0816, s1.acc: 94.2273, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1225, s2.loss_cls: 0.0395, s2.acc: 94.2284, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0571, loss: 1.1913 +2025-07-01 16:35:17,372 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 2 days, 12:24:17, time: 1.247, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1713, s0.acc: 94.0750, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2401, s1.loss_cls: 0.0786, s1.acc: 94.4445, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1191, s2.loss_cls: 0.0381, s2.acc: 94.4764, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0563, loss: 1.1474 +2025-07-01 16:36:05,518 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 2 days, 12:23:15, time: 0.963, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1777, s0.acc: 93.9771, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2420, s1.loss_cls: 0.0818, s1.acc: 94.3609, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1194, s2.loss_cls: 0.0388, s2.acc: 94.4604, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.1777 +2025-07-01 16:36:53,342 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 2 days, 12:22:11, time: 0.956, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1723, s0.acc: 94.1130, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2370, s1.loss_cls: 0.0783, s1.acc: 94.5097, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1173, s2.loss_cls: 0.0375, s2.acc: 94.5353, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0550, loss: 1.1423 +2025-07-01 16:37:41,023 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 2 days, 12:21:07, time: 0.954, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1728, s0.acc: 94.0164, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2448, s1.loss_cls: 0.0802, s1.acc: 94.2628, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1202, s2.loss_cls: 0.0386, s2.acc: 94.3273, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0563, loss: 1.1695 +2025-07-01 16:38:31,564 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 2 days, 12:20:15, time: 1.011, data_time: 0.023, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1717, s0.acc: 94.1650, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2332, s1.loss_cls: 0.0794, s1.acc: 94.3345, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1162, s2.loss_cls: 0.0384, s2.acc: 94.3703, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1373 +2025-07-01 16:39:19,554 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 2 days, 12:19:12, time: 0.960, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1891, s0.acc: 93.5066, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2426, s1.loss_cls: 0.0889, s1.acc: 93.7615, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1188, s2.loss_cls: 0.0424, s2.acc: 93.8145, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0551, loss: 1.2119 +2025-07-01 16:40:07,954 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 2 days, 12:18:10, time: 0.967, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1776, s0.acc: 93.9456, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2347, s1.loss_cls: 0.0828, s1.acc: 94.1560, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1161, s2.loss_cls: 0.0400, s2.acc: 94.1768, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0546, loss: 1.1614 +2025-07-01 16:40:55,873 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 2 days, 12:17:07, time: 0.959, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1792, s0.acc: 93.8943, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2377, s1.loss_cls: 0.0847, s1.acc: 94.1201, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1183, s2.loss_cls: 0.0406, s2.acc: 94.1348, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0557, loss: 1.1722 +2025-07-01 16:42:02,163 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 2 days, 12:17:22, time: 1.326, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0326, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1749, s0.acc: 93.9004, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2372, s1.loss_cls: 0.0819, s1.acc: 94.2390, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1180, s2.loss_cls: 0.0396, s2.acc: 94.2031, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0554, loss: 1.1582 +2025-07-01 16:42:50,054 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 2 days, 12:16:18, time: 0.958, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1791, s0.acc: 93.8120, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2397, s1.loss_cls: 0.0839, s1.acc: 93.9779, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1177, s2.loss_cls: 0.0399, s2.acc: 94.1810, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1770 +2025-07-01 16:43:38,766 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 2 days, 12:15:19, time: 0.974, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1865, s0.acc: 93.5947, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2436, s1.loss_cls: 0.0865, s1.acc: 93.9275, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1207, s2.loss_cls: 0.0417, s2.acc: 93.8977, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0565, loss: 1.2081 +2025-07-01 16:44:26,859 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 2 days, 12:14:16, time: 0.962, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1774, s0.acc: 93.8945, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2401, s1.loss_cls: 0.0824, s1.acc: 94.1778, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1191, s2.loss_cls: 0.0402, s2.acc: 94.1395, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0556, loss: 1.1759 +2025-07-01 16:45:17,009 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 2 days, 12:13:22, time: 1.003, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1728, s0.acc: 94.0483, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2384, s1.loss_cls: 0.0796, s1.acc: 94.4121, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1184, s2.loss_cls: 0.0383, s2.acc: 94.4462, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0554, loss: 1.1630 +2025-07-01 16:46:05,075 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 2 days, 12:12:20, time: 0.961, data_time: 0.033, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1819, s0.acc: 93.8494, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2428, s1.loss_cls: 0.0848, s1.acc: 94.0815, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1206, s2.loss_cls: 0.0402, s2.acc: 94.2349, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0565, loss: 1.1843 +2025-07-01 16:46:53,683 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 2 days, 12:11:20, time: 0.972, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1864, s0.acc: 93.5706, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2490, s1.loss_cls: 0.0867, s1.acc: 93.8955, s1.loss_bbox: 0.1163, s1.loss_mask: 0.1226, s2.loss_cls: 0.0422, s2.acc: 93.8304, s2.loss_bbox: 0.0442, s2.loss_mask: 0.0572, loss: 1.2345 +2025-07-01 16:47:41,548 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 2 days, 12:10:16, time: 0.957, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1741, s0.acc: 94.0732, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2379, s1.loss_cls: 0.0815, s1.acc: 94.3072, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1174, s2.loss_cls: 0.0394, s2.acc: 94.3341, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0553, loss: 1.1414 +2025-07-01 16:48:51,262 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 2 days, 12:10:44, time: 1.394, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0327, loss_rpn_bbox: 0.0225, s0.loss_cls: 0.1669, s0.acc: 94.3418, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2373, s1.loss_cls: 0.0769, s1.acc: 94.5970, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1188, s2.loss_cls: 0.0380, s2.acc: 94.4978, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0558, loss: 1.1342 +2025-07-01 16:49:39,080 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 2 days, 12:09:41, time: 0.956, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0232, s0.loss_cls: 0.1625, s0.acc: 94.4836, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2365, s1.loss_cls: 0.0745, s1.acc: 94.8356, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1166, s2.loss_cls: 0.0356, s2.acc: 94.8700, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0548, loss: 1.1035 +2025-07-01 16:50:26,730 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 2 days, 12:08:37, time: 0.953, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0335, loss_rpn_bbox: 0.0246, s0.loss_cls: 0.1671, s0.acc: 94.3027, s0.loss_bbox: 0.2299, s0.loss_mask: 0.2442, s1.loss_cls: 0.0778, s1.acc: 94.5434, s1.loss_bbox: 0.1028, s1.loss_mask: 0.1204, s2.loss_cls: 0.0378, s2.acc: 94.5836, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0566, loss: 1.1354 +2025-07-01 16:51:15,124 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 2 days, 12:07:36, time: 0.968, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1754, s0.acc: 94.0327, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2415, s1.loss_cls: 0.0802, s1.acc: 94.4462, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1188, s2.loss_cls: 0.0383, s2.acc: 94.4563, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0557, loss: 1.1571 +2025-07-01 16:52:03,057 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 2 days, 12:06:32, time: 0.958, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1713, s0.acc: 94.1462, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2370, s1.loss_cls: 0.0780, s1.acc: 94.5080, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1173, s2.loss_cls: 0.0373, s2.acc: 94.5944, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0549, loss: 1.1333 +2025-07-01 16:52:53,954 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 2 days, 12:05:42, time: 1.018, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1844, s0.acc: 93.7346, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2413, s1.loss_cls: 0.0857, s1.acc: 94.0639, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1189, s2.loss_cls: 0.0413, s2.acc: 94.1162, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0561, loss: 1.1849 +2025-07-01 16:53:41,963 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 2 days, 12:04:39, time: 0.960, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1806, s0.acc: 93.8264, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2454, s1.loss_cls: 0.0830, s1.acc: 94.1978, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1215, s2.loss_cls: 0.0396, s2.acc: 94.2717, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0567, loss: 1.1970 +2025-07-01 16:54:30,288 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 2 days, 12:03:38, time: 0.967, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1728, s0.acc: 94.0393, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2379, s1.loss_cls: 0.0788, s1.acc: 94.4602, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1171, s2.loss_cls: 0.0378, s2.acc: 94.5166, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0547, loss: 1.1556 +2025-07-01 16:55:23,943 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 2 days, 12:02:59, time: 1.073, data_time: 0.024, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1732, s0.acc: 94.0859, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2399, s1.loss_cls: 0.0804, s1.acc: 94.3256, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1187, s2.loss_cls: 0.0390, s2.acc: 94.3395, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0556, loss: 1.1562 +2025-07-01 16:56:11,690 - mmdet - INFO - Saving checkpoint at 7 epochs +2025-07-01 16:59:18,435 - mmdet - INFO - Evaluating bbox... +2025-07-01 16:59:50,302 - mmdet - INFO - Evaluating segm... +2025-07-01 17:00:24,621 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 17:00:24,622 - mmdet - INFO - Epoch(val) [7][7330] bbox_mAP: 0.4210, bbox_mAP_50: 0.6010, bbox_mAP_75: 0.4580, bbox_mAP_s: 0.2660, bbox_mAP_m: 0.4540, bbox_mAP_l: 0.5590, bbox_mAP_copypaste: 0.421 0.601 0.458 0.266 0.454 0.559, segm_mAP: 0.3630, segm_mAP_50: 0.5760, segm_mAP_75: 0.3850, segm_mAP_s: 0.2110, segm_mAP_m: 0.3960, segm_mAP_l: 0.5050, segm_mAP_copypaste: 0.363 0.576 0.385 0.211 0.396 0.505 +2025-07-01 17:02:33,909 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 2 days, 12:04:56, time: 2.585, data_time: 1.565, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0240, s0.loss_cls: 0.1655, s0.acc: 94.3430, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2367, s1.loss_cls: 0.0763, s1.acc: 94.6570, s1.loss_bbox: 0.1021, s1.loss_mask: 0.1172, s2.loss_cls: 0.0367, s2.acc: 94.7434, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0547, loss: 1.1125 +2025-07-01 17:03:26,559 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 2 days, 12:04:12, time: 1.053, data_time: 0.034, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0355, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1701, s0.acc: 94.2061, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2332, s1.loss_cls: 0.0767, s1.acc: 94.5599, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1155, s2.loss_cls: 0.0373, s2.acc: 94.5477, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0544, loss: 1.1292 +2025-07-01 17:04:17,712 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 2 days, 12:03:22, time: 1.023, data_time: 0.034, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0324, loss_rpn_bbox: 0.0226, s0.loss_cls: 0.1585, s0.acc: 94.5718, s0.loss_bbox: 0.2167, s0.loss_mask: 0.2267, s1.loss_cls: 0.0726, s1.acc: 94.9003, s1.loss_bbox: 0.0974, s1.loss_mask: 0.1125, s2.loss_cls: 0.0352, s2.acc: 94.9022, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0531, loss: 1.0670 +2025-07-01 17:05:08,777 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 2 days, 12:02:32, time: 1.022, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1621, s0.acc: 94.3992, s0.loss_bbox: 0.2283, s0.loss_mask: 0.2374, s1.loss_cls: 0.0739, s1.acc: 94.6795, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1173, s2.loss_cls: 0.0358, s2.acc: 94.7862, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0547, loss: 1.1172 +2025-07-01 17:06:00,453 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 2 days, 12:01:45, time: 1.034, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1725, s0.acc: 94.0579, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2353, s1.loss_cls: 0.0794, s1.acc: 94.3460, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1164, s2.loss_cls: 0.0385, s2.acc: 94.4517, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0545, loss: 1.1463 +2025-07-01 17:06:52,635 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 2 days, 12:00:59, time: 1.043, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1748, s0.acc: 93.8711, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2339, s1.loss_cls: 0.0813, s1.acc: 94.1105, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1156, s2.loss_cls: 0.0388, s2.acc: 94.2679, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0545, loss: 1.1568 +2025-07-01 17:08:02,191 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 2 days, 12:01:25, time: 1.391, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1655, s0.acc: 94.2527, s0.loss_bbox: 0.2304, s0.loss_mask: 0.2355, s1.loss_cls: 0.0765, s1.acc: 94.5330, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1169, s2.loss_cls: 0.0371, s2.acc: 94.5325, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0545, loss: 1.1220 +2025-07-01 17:08:51,401 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 2 days, 12:00:27, time: 0.984, data_time: 0.036, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1674, s0.acc: 94.2207, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2350, s1.loss_cls: 0.0779, s1.acc: 94.4525, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1168, s2.loss_cls: 0.0368, s2.acc: 94.6099, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0547, loss: 1.1247 +2025-07-01 17:09:40,699 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 2 days, 11:59:29, time: 0.986, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0320, loss_rpn_bbox: 0.0235, s0.loss_cls: 0.1572, s0.acc: 94.5059, s0.loss_bbox: 0.2237, s0.loss_mask: 0.2364, s1.loss_cls: 0.0728, s1.acc: 94.8199, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1169, s2.loss_cls: 0.0351, s2.acc: 94.9605, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0547, loss: 1.0955 +2025-07-01 17:10:30,727 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 2 days, 11:58:35, time: 1.000, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1707, s0.acc: 93.9951, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2341, s1.loss_cls: 0.0792, s1.acc: 94.3120, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1169, s2.loss_cls: 0.0382, s2.acc: 94.4392, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0548, loss: 1.1562 +2025-07-01 17:11:20,284 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 2 days, 11:57:38, time: 0.991, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1671, s0.acc: 94.1909, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2317, s1.loss_cls: 0.0756, s1.acc: 94.6262, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1147, s2.loss_cls: 0.0367, s2.acc: 94.6236, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0534, loss: 1.1137 +2025-07-01 17:12:10,265 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 2 days, 11:56:44, time: 1.000, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0237, s0.loss_cls: 0.1674, s0.acc: 94.2285, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2392, s1.loss_cls: 0.0771, s1.acc: 94.5956, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1191, s2.loss_cls: 0.0376, s2.acc: 94.5660, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0564, loss: 1.1362 +2025-07-01 17:13:02,635 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 2 days, 11:55:59, time: 1.047, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1695, s0.acc: 94.2456, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2372, s1.loss_cls: 0.0777, s1.acc: 94.6429, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1169, s2.loss_cls: 0.0370, s2.acc: 94.8082, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0548, loss: 1.1308 +2025-07-01 17:13:52,054 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 2 days, 11:55:02, time: 0.989, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1636, s0.acc: 94.2981, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2327, s1.loss_cls: 0.0759, s1.acc: 94.6376, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1160, s2.loss_cls: 0.0371, s2.acc: 94.6188, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0540, loss: 1.1163 +2025-07-01 17:14:59,301 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 2 days, 11:55:17, time: 1.344, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1711, s0.acc: 93.9583, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2320, s1.loss_cls: 0.0794, s1.acc: 94.2545, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1155, s2.loss_cls: 0.0382, s2.acc: 94.2519, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1438 +2025-07-01 17:15:47,862 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 2 days, 11:54:17, time: 0.972, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0331, loss_rpn_bbox: 0.0244, s0.loss_cls: 0.1632, s0.acc: 94.3662, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2320, s1.loss_cls: 0.0762, s1.acc: 94.6555, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1155, s2.loss_cls: 0.0370, s2.acc: 94.6437, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0548, loss: 1.1019 +2025-07-01 17:16:36,315 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 2 days, 11:53:16, time: 0.969, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0319, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1698, s0.acc: 94.2119, s0.loss_bbox: 0.2305, s0.loss_mask: 0.2376, s1.loss_cls: 0.0780, s1.acc: 94.5820, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1157, s2.loss_cls: 0.0371, s2.acc: 94.7239, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0541, loss: 1.1245 +2025-07-01 17:17:25,232 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 2 days, 11:52:17, time: 0.978, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1751, s0.acc: 93.9409, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2374, s1.loss_cls: 0.0816, s1.acc: 94.2072, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1179, s2.loss_cls: 0.0389, s2.acc: 94.2809, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0557, loss: 1.1608 +2025-07-01 17:18:13,785 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 2 days, 11:51:16, time: 0.971, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1734, s0.acc: 94.0073, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2384, s1.loss_cls: 0.0780, s1.acc: 94.3793, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1169, s2.loss_cls: 0.0380, s2.acc: 94.4207, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0548, loss: 1.1584 +2025-07-01 17:19:02,606 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 2 days, 11:50:17, time: 0.976, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0348, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1720, s0.acc: 94.0720, s0.loss_bbox: 0.2332, s0.loss_mask: 0.2363, s1.loss_cls: 0.0787, s1.acc: 94.4088, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1179, s2.loss_cls: 0.0380, s2.acc: 94.4244, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0553, loss: 1.1403 +2025-07-01 17:19:53,118 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 2 days, 11:49:25, time: 1.010, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0339, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1704, s0.acc: 94.1006, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2392, s1.loss_cls: 0.0788, s1.acc: 94.3870, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1175, s2.loss_cls: 0.0379, s2.acc: 94.3922, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0548, loss: 1.1415 +2025-07-01 17:20:41,659 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 2 days, 11:48:24, time: 0.971, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1715, s0.acc: 94.1069, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2384, s1.loss_cls: 0.0801, s1.acc: 94.4022, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1181, s2.loss_cls: 0.0388, s2.acc: 94.4378, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0551, loss: 1.1446 +2025-07-01 17:21:42,862 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 2 days, 11:48:15, time: 1.224, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1712, s0.acc: 94.1296, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2415, s1.loss_cls: 0.0797, s1.acc: 94.3998, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1202, s2.loss_cls: 0.0385, s2.acc: 94.4396, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0565, loss: 1.1514 +2025-07-01 17:22:33,546 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 2 days, 11:47:23, time: 1.014, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1678, s0.acc: 94.1870, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2369, s1.loss_cls: 0.0771, s1.acc: 94.4797, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1165, s2.loss_cls: 0.0375, s2.acc: 94.5440, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0547, loss: 1.1369 +2025-07-01 17:23:22,300 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 2 days, 11:46:23, time: 0.975, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1697, s0.acc: 94.1936, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2382, s1.loss_cls: 0.0790, s1.acc: 94.4413, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1184, s2.loss_cls: 0.0380, s2.acc: 94.5232, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0556, loss: 1.1528 +2025-07-01 17:24:10,932 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 2 days, 11:45:23, time: 0.973, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1827, s0.acc: 93.6199, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2498, s1.loss_cls: 0.0841, s1.acc: 93.8597, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1230, s2.loss_cls: 0.0404, s2.acc: 93.9856, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0577, loss: 1.2212 +2025-07-01 17:24:58,887 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 2 days, 11:44:20, time: 0.959, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0344, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1635, s0.acc: 94.2739, s0.loss_bbox: 0.2284, s0.loss_mask: 0.2345, s1.loss_cls: 0.0751, s1.acc: 94.6159, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1151, s2.loss_cls: 0.0369, s2.acc: 94.5452, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0543, loss: 1.1093 +2025-07-01 17:25:46,594 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 2 days, 11:43:17, time: 0.954, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1730, s0.acc: 94.0979, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2399, s1.loss_cls: 0.0791, s1.acc: 94.5134, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1186, s2.loss_cls: 0.0381, s2.acc: 94.5290, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0555, loss: 1.1511 +2025-07-01 17:26:34,973 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 2 days, 11:42:15, time: 0.967, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0338, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1688, s0.acc: 94.1575, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2364, s1.loss_cls: 0.0767, s1.acc: 94.4854, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1166, s2.loss_cls: 0.0375, s2.acc: 94.4747, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0543, loss: 1.1381 +2025-07-01 17:27:26,022 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 2 days, 11:41:25, time: 1.022, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1776, s0.acc: 93.9050, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2423, s1.loss_cls: 0.0813, s1.acc: 94.3135, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1194, s2.loss_cls: 0.0394, s2.acc: 94.3405, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0558, loss: 1.1809 +2025-07-01 17:28:14,321 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 2 days, 11:40:24, time: 0.966, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1679, s0.acc: 94.1411, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2359, s1.loss_cls: 0.0773, s1.acc: 94.5240, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1163, s2.loss_cls: 0.0370, s2.acc: 94.5965, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0545, loss: 1.1354 +2025-07-01 17:29:20,437 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 2 days, 11:40:34, time: 1.322, data_time: 0.036, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1736, s0.acc: 94.0461, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2423, s1.loss_cls: 0.0808, s1.acc: 94.2913, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1193, s2.loss_cls: 0.0387, s2.acc: 94.3315, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0560, loss: 1.1633 +2025-07-01 17:30:08,749 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 2 days, 11:39:32, time: 0.966, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0345, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1696, s0.acc: 94.1238, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2358, s1.loss_cls: 0.0782, s1.acc: 94.5210, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1170, s2.loss_cls: 0.0373, s2.acc: 94.6386, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0549, loss: 1.1365 +2025-07-01 17:30:57,174 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 2 days, 11:38:31, time: 0.968, data_time: 0.027, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1706, s0.acc: 94.0913, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2381, s1.loss_cls: 0.0777, s1.acc: 94.4571, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1172, s2.loss_cls: 0.0377, s2.acc: 94.5547, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0552, loss: 1.1525 +2025-07-01 17:31:45,250 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 2 days, 11:37:29, time: 0.962, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0329, loss_rpn_bbox: 0.0239, s0.loss_cls: 0.1672, s0.acc: 94.2585, s0.loss_bbox: 0.2288, s0.loss_mask: 0.2307, s1.loss_cls: 0.0775, s1.acc: 94.4703, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1146, s2.loss_cls: 0.0374, s2.acc: 94.5807, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0543, loss: 1.1136 +2025-07-01 17:32:33,455 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 2 days, 11:36:28, time: 0.964, data_time: 0.032, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1734, s0.acc: 94.0193, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2411, s1.loss_cls: 0.0803, s1.acc: 94.3369, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1192, s2.loss_cls: 0.0385, s2.acc: 94.4880, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0558, loss: 1.1539 +2025-07-01 17:33:21,772 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 2 days, 11:35:27, time: 0.966, data_time: 0.029, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1836, s0.acc: 93.7573, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2389, s1.loss_cls: 0.0854, s1.acc: 94.0339, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1193, s2.loss_cls: 0.0413, s2.acc: 93.9991, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0557, loss: 1.1900 +2025-07-01 17:34:13,069 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 2 days, 11:34:37, time: 1.026, data_time: 0.031, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1779, s0.acc: 93.8484, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2380, s1.loss_cls: 0.0822, s1.acc: 94.1914, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1166, s2.loss_cls: 0.0394, s2.acc: 94.2391, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0545, loss: 1.1709 +2025-07-01 17:35:00,997 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 2 days, 11:33:35, time: 0.959, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0332, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1676, s0.acc: 94.3420, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2373, s1.loss_cls: 0.0764, s1.acc: 94.6428, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1170, s2.loss_cls: 0.0372, s2.acc: 94.6789, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0553, loss: 1.1243 +2025-07-01 17:36:08,417 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 2 days, 11:33:49, time: 1.348, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0361, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1823, s0.acc: 93.8027, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2418, s1.loss_cls: 0.0843, s1.acc: 94.1574, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1200, s2.loss_cls: 0.0405, s2.acc: 94.1500, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0561, loss: 1.1852 +2025-07-01 17:36:56,690 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 2 days, 11:32:48, time: 0.966, data_time: 0.035, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1739, s0.acc: 93.9690, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2350, s1.loss_cls: 0.0804, s1.acc: 94.3474, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1158, s2.loss_cls: 0.0385, s2.acc: 94.4327, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0545, loss: 1.1499 +2025-07-01 17:37:45,292 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 2 days, 11:31:48, time: 0.972, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1720, s0.acc: 94.0156, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2353, s1.loss_cls: 0.0792, s1.acc: 94.3287, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1161, s2.loss_cls: 0.0386, s2.acc: 94.2886, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0542, loss: 1.1553 +2025-07-01 17:38:33,826 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 2 days, 11:30:47, time: 0.971, data_time: 0.030, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1736, s0.acc: 94.0110, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2380, s1.loss_cls: 0.0799, s1.acc: 94.3502, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1183, s2.loss_cls: 0.0389, s2.acc: 94.4292, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0552, loss: 1.1619 +2025-07-01 17:39:22,034 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 2 days, 11:29:46, time: 0.964, data_time: 0.026, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0328, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1625, s0.acc: 94.3684, s0.loss_bbox: 0.2296, s0.loss_mask: 0.2382, s1.loss_cls: 0.0756, s1.acc: 94.6398, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1180, s2.loss_cls: 0.0365, s2.acc: 94.6638, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0554, loss: 1.1205 +2025-07-01 17:40:10,737 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 2 days, 11:28:46, time: 0.974, data_time: 0.025, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1738, s0.acc: 94.0139, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2373, s1.loss_cls: 0.0801, s1.acc: 94.3054, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1178, s2.loss_cls: 0.0390, s2.acc: 94.2608, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0552, loss: 1.1486 +2025-07-01 17:41:01,604 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 2 days, 11:27:55, time: 1.017, data_time: 0.028, memory: 15571, balance_loss: 0.0011, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1765, s0.acc: 94.0012, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2413, s1.loss_cls: 0.0801, s1.acc: 94.3584, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1196, s2.loss_cls: 0.0387, s2.acc: 94.3650, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0557, loss: 1.1754 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/20250701_015518.log.json b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/20250701_015518.log.json new file mode 100644 index 0000000000000000000000000000000000000000..1edeca9e1f75f85e8b5469c867329547930906f9 --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/20250701_015518.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:92e15fd008b76563b81e4a83f137be5413c9984c249d01841eed4e686eb703b5 +size 542286 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..b274cb43968e5d8d6312e263d91e86c5e7704254 --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py @@ -0,0 +1,439 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_prune_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False, + prune_ratio=0.875), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_wanda_act_60000_0.875_llama_moe_7.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_wanda_act_60000_0.875_llama_moe_7/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/epoch_1.pth b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..b9b7a5fdc952bb05951bc638a58e816be8ce614a --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:98490af524f35b53d20fa46e98c7d4b6e402fcf3aad5dd2075619b8b72f06ece +size 1456144240 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/epoch_7.pth b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/epoch_7.pth new file mode 100644 index 0000000000000000000000000000000000000000..086a5d21dc35f4d9609223462555064ed177077b --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/epoch_7.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:edbcf8ea402207f0335b80269bb364e13d71b3bc4bafc48c5105391f97d4a6cc +size 1456144432 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/latest.pth b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..d8a6291fc0603a7d530b481ab1decd23da6b50f4 --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875_llama_moe_7/latest.pth @@ -0,0 +1 @@ +epoch_7.pth \ No newline at end of file diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/20250630_202137.log b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/20250630_202137.log new file mode 100644 index 0000000000000000000000000000000000000000..11ff417cc4594fa78c55834472bfdd86a2a27eb7 --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/20250630_202137.log @@ -0,0 +1,932 @@ +2025-06-30 20:21:37,105 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+222fbec +------------------------------------------------------------ + +2025-06-30 20:21:40,313 - mmdet - INFO - Distributed training: True +2025-06-30 20:21:43,637 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_prune_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False, + prune_ratio=0.875), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_mona_wanda_act_60000_0.875s-2_llama_moe_7.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/' +gpu_ids = range(0, 8) + +2025-06-30 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Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-30 20:22:43,532 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-30 20:22:43,533 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7 by HardDiskBackend. +2025-06-30 20:24:46,236 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 11:49:35, time: 2.454, data_time: 1.566, memory: 11676, balance_loss: 0.0230, loss_rpn_cls: 0.3481, loss_rpn_bbox: 0.0575, s0.loss_cls: 0.5115, s0.acc: 94.4021, s0.loss_bbox: 0.1917, s0.loss_mask: 0.6532, s1.loss_cls: 0.1770, s1.acc: 96.3420, s1.loss_bbox: 0.0390, s1.loss_mask: 0.3070, s2.loss_cls: 0.0640, s2.acc: 97.4648, s2.loss_bbox: 0.0068, s2.loss_mask: 0.1463, loss: 2.5250 +2025-06-30 20:25:27,088 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 4 days, 23:48:25, time: 0.816, data_time: 0.026, memory: 11829, balance_loss: 0.0130, loss_rpn_cls: 0.2136, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.4092, s0.acc: 94.0413, s0.loss_bbox: 0.2014, s0.loss_mask: 0.6037, s1.loss_cls: 0.1397, s1.acc: 96.2310, s1.loss_bbox: 0.0406, s1.loss_mask: 0.2839, s2.loss_cls: 0.0485, s2.acc: 97.5664, s2.loss_bbox: 0.0068, s2.loss_mask: 0.1348, loss: 2.1482 +2025-06-30 20:26:08,051 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 3:52:13, time: 0.820, data_time: 0.025, memory: 11829, balance_loss: 0.0054, loss_rpn_cls: 0.2076, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.4099, s0.acc: 93.5464, s0.loss_bbox: 0.2164, s0.loss_mask: 0.5835, s1.loss_cls: 0.1401, s1.acc: 95.8750, s1.loss_bbox: 0.0451, s1.loss_mask: 0.2769, s2.loss_cls: 0.0474, s2.acc: 97.3955, s2.loss_bbox: 0.0075, s2.loss_mask: 0.1310, loss: 2.1244 +2025-06-30 20:26:52,246 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 3 days, 19:04:31, time: 0.884, data_time: 0.027, memory: 11829, balance_loss: 0.0035, loss_rpn_cls: 0.1877, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.4325, s0.acc: 92.8030, s0.loss_bbox: 0.2393, s0.loss_mask: 0.5605, s1.loss_cls: 0.1520, s1.acc: 95.2244, s1.loss_bbox: 0.0536, s1.loss_mask: 0.2654, s2.loss_cls: 0.0499, s2.acc: 97.0464, s2.loss_bbox: 0.0091, s2.loss_mask: 0.1257, loss: 2.1329 +2025-06-30 20:27:40,651 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 3 days, 15:01:26, time: 0.968, data_time: 0.023, memory: 11963, balance_loss: 0.0031, loss_rpn_cls: 0.1776, loss_rpn_bbox: 0.0548, s0.loss_cls: 0.4422, s0.acc: 92.4744, s0.loss_bbox: 0.2482, s0.loss_mask: 0.5378, s1.loss_cls: 0.1615, s1.acc: 94.7415, s1.loss_bbox: 0.0608, s1.loss_mask: 0.2543, s2.loss_cls: 0.0529, s2.acc: 96.7554, s2.loss_bbox: 0.0110, s2.loss_mask: 0.1191, loss: 2.1232 +2025-06-30 20:28:21,970 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 10:35:25, time: 0.826, data_time: 0.031, memory: 11963, balance_loss: 0.0026, loss_rpn_cls: 0.1570, loss_rpn_bbox: 0.0522, s0.loss_cls: 0.4332, s0.acc: 92.3557, s0.loss_bbox: 0.2466, s0.loss_mask: 0.5247, s1.loss_cls: 0.1654, s1.acc: 94.3130, s1.loss_bbox: 0.0660, s1.loss_mask: 0.2498, s2.loss_cls: 0.0562, s2.acc: 96.3142, s2.loss_bbox: 0.0134, s2.loss_mask: 0.1175, loss: 2.0846 +2025-06-30 20:29:03,179 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 7:23:48, time: 0.824, data_time: 0.028, memory: 12830, balance_loss: 0.0023, loss_rpn_cls: 0.1455, loss_rpn_bbox: 0.0485, s0.loss_cls: 0.4342, s0.acc: 92.2671, s0.loss_bbox: 0.2474, s0.loss_mask: 0.5170, s1.loss_cls: 0.1691, s1.acc: 94.0454, s1.loss_bbox: 0.0696, s1.loss_mask: 0.2445, s2.loss_cls: 0.0593, s2.acc: 96.0029, s2.loss_bbox: 0.0153, s2.loss_mask: 0.1144, loss: 2.0670 +2025-06-30 20:29:45,255 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 5:09:29, time: 0.842, data_time: 0.027, memory: 12830, balance_loss: 0.0021, loss_rpn_cls: 0.1434, loss_rpn_bbox: 0.0500, s0.loss_cls: 0.4538, s0.acc: 91.7395, s0.loss_bbox: 0.2611, s0.loss_mask: 0.4988, s1.loss_cls: 0.1804, s1.acc: 93.3579, s1.loss_bbox: 0.0771, s1.loss_mask: 0.2351, s2.loss_cls: 0.0654, s2.acc: 95.3445, s2.loss_bbox: 0.0182, s2.loss_mask: 0.1092, loss: 2.0946 +2025-06-30 20:30:27,916 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 3:30:30, time: 0.853, data_time: 0.026, memory: 12830, balance_loss: 0.0020, loss_rpn_cls: 0.1376, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.4456, s0.acc: 91.5771, s0.loss_bbox: 0.2625, s0.loss_mask: 0.4921, s1.loss_cls: 0.1811, s1.acc: 92.9720, s1.loss_bbox: 0.0819, s1.loss_mask: 0.2317, s2.loss_cls: 0.0682, s2.acc: 94.8354, s2.loss_bbox: 0.0209, s2.loss_mask: 0.1084, loss: 2.0799 +2025-06-30 20:31:11,064 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 2:15:29, time: 0.863, data_time: 0.023, memory: 12830, balance_loss: 0.0019, loss_rpn_cls: 0.1388, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.4465, s0.acc: 91.3552, s0.loss_bbox: 0.2710, s0.loss_mask: 0.4737, s1.loss_cls: 0.1844, s1.acc: 92.6403, s1.loss_bbox: 0.0860, s1.loss_mask: 0.2235, s2.loss_cls: 0.0694, s2.acc: 94.5272, s2.loss_bbox: 0.0222, s2.loss_mask: 0.1042, loss: 2.0685 +2025-06-30 20:31:54,338 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 1:15:01, time: 0.866, data_time: 0.023, memory: 12830, balance_loss: 0.0018, loss_rpn_cls: 0.1253, loss_rpn_bbox: 0.0428, s0.loss_cls: 0.4410, s0.acc: 91.3940, s0.loss_bbox: 0.2656, s0.loss_mask: 0.4570, s1.loss_cls: 0.1827, s1.acc: 92.5729, s1.loss_bbox: 0.0865, s1.loss_mask: 0.2112, s2.loss_cls: 0.0719, s2.acc: 94.1737, s2.loss_bbox: 0.0239, s2.loss_mask: 0.0984, loss: 2.0082 +2025-06-30 20:32:38,159 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 0:28:26, time: 0.876, data_time: 0.021, memory: 12830, balance_loss: 0.0017, loss_rpn_cls: 0.1291, loss_rpn_bbox: 0.0454, s0.loss_cls: 0.4270, s0.acc: 91.2515, s0.loss_bbox: 0.2692, s0.loss_mask: 0.4483, s1.loss_cls: 0.1792, s1.acc: 92.3196, s1.loss_bbox: 0.0904, s1.loss_mask: 0.2084, s2.loss_cls: 0.0711, s2.acc: 93.8661, s2.loss_bbox: 0.0256, s2.loss_mask: 0.0970, loss: 1.9923 +2025-06-30 20:33:33,002 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 1:03:19, time: 1.097, data_time: 0.025, memory: 12830, balance_loss: 0.0017, loss_rpn_cls: 0.1243, loss_rpn_bbox: 0.0461, s0.loss_cls: 0.4235, s0.acc: 91.3374, s0.loss_bbox: 0.2676, s0.loss_mask: 0.4419, s1.loss_cls: 0.1789, s1.acc: 92.3707, s1.loss_bbox: 0.0909, s1.loss_mask: 0.2062, s2.loss_cls: 0.0703, s2.acc: 94.0225, s2.loss_bbox: 0.0253, s2.loss_mask: 0.0946, loss: 1.9712 +2025-06-30 20:34:18,378 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 0:33:47, time: 0.907, data_time: 0.022, memory: 12830, balance_loss: 0.0016, loss_rpn_cls: 0.1225, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.4238, s0.acc: 90.8186, s0.loss_bbox: 0.2842, s0.loss_mask: 0.4242, s1.loss_cls: 0.1827, s1.acc: 91.7482, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1977, s2.loss_cls: 0.0736, s2.acc: 93.2079, s2.loss_bbox: 0.0300, s2.loss_mask: 0.0916, loss: 1.9791 +2025-06-30 20:35:02,949 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 0:03:20, time: 0.891, data_time: 0.023, memory: 12830, balance_loss: 0.0016, loss_rpn_cls: 0.1122, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.4057, s0.acc: 91.0676, s0.loss_bbox: 0.2721, s0.loss_mask: 0.4189, s1.loss_cls: 0.1751, s1.acc: 91.9701, s1.loss_bbox: 0.0959, s1.loss_mask: 0.1946, s2.loss_cls: 0.0720, s2.acc: 93.3440, s2.loss_bbox: 0.0290, s2.loss_mask: 0.0898, loss: 1.9109 +2025-06-30 20:35:47,315 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 2 days, 23:35:35, time: 0.888, data_time: 0.027, memory: 12830, balance_loss: 0.0015, loss_rpn_cls: 0.1125, loss_rpn_bbox: 0.0444, s0.loss_cls: 0.4038, s0.acc: 91.0728, s0.loss_bbox: 0.2703, s0.loss_mask: 0.4143, s1.loss_cls: 0.1763, s1.acc: 91.7981, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1920, s2.loss_cls: 0.0724, s2.acc: 93.1663, s2.loss_bbox: 0.0293, s2.loss_mask: 0.0890, loss: 1.9034 +2025-06-30 20:36:32,436 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 2 days, 23:14:41, time: 0.902, data_time: 0.025, memory: 12830, balance_loss: 0.0015, loss_rpn_cls: 0.1083, loss_rpn_bbox: 0.0439, s0.loss_cls: 0.3814, s0.acc: 91.3325, s0.loss_bbox: 0.2669, s0.loss_mask: 0.4019, s1.loss_cls: 0.1648, s1.acc: 92.0965, s1.loss_bbox: 0.0976, s1.loss_mask: 0.1878, s2.loss_cls: 0.0679, s2.acc: 93.2867, s2.loss_bbox: 0.0302, s2.loss_mask: 0.0870, loss: 1.8391 +2025-06-30 20:37:17,049 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 2 days, 22:53:49, time: 0.893, data_time: 0.022, memory: 12830, balance_loss: 0.0015, loss_rpn_cls: 0.1068, loss_rpn_bbox: 0.0420, s0.loss_cls: 0.3829, s0.acc: 91.1631, s0.loss_bbox: 0.2759, s0.loss_mask: 0.4079, s1.loss_cls: 0.1657, s1.acc: 91.9219, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1902, s2.loss_cls: 0.0686, s2.acc: 93.1847, s2.loss_bbox: 0.0307, s2.loss_mask: 0.0877, loss: 1.8605 +2025-06-30 20:38:01,497 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 2 days, 22:34:13, time: 0.889, data_time: 0.024, memory: 14202, balance_loss: 0.0014, loss_rpn_cls: 0.1013, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3702, s0.acc: 91.3594, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3901, s1.loss_cls: 0.1601, s1.acc: 92.2330, s1.loss_bbox: 0.0983, s1.loss_mask: 0.1809, s2.loss_cls: 0.0661, s2.acc: 93.5329, s2.loss_bbox: 0.0304, s2.loss_mask: 0.0828, loss: 1.7941 +2025-06-30 20:38:46,722 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 20:38:46,722 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 2 days, 22:19:53, time: 0.905, data_time: 0.027, memory: 14202, balance_loss: 0.0014, loss_rpn_cls: 0.0987, loss_rpn_bbox: 0.0406, s0.loss_cls: 0.3707, s0.acc: 91.2842, s0.loss_bbox: 0.2732, s0.loss_mask: 0.3831, s1.loss_cls: 0.1614, s1.acc: 92.0571, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1785, s2.loss_cls: 0.0670, s2.acc: 93.2505, s2.loss_bbox: 0.0316, s2.loss_mask: 0.0817, loss: 1.7896 +2025-06-30 20:39:40,397 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 2 days, 22:42:06, time: 1.073, data_time: 0.028, memory: 14202, balance_loss: 0.0014, loss_rpn_cls: 0.1023, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3655, s0.acc: 91.2463, s0.loss_bbox: 0.2697, s0.loss_mask: 0.3815, s1.loss_cls: 0.1601, s1.acc: 91.9605, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1778, s2.loss_cls: 0.0671, s2.acc: 93.0871, s2.loss_bbox: 0.0317, s2.loss_mask: 0.0815, loss: 1.7808 +2025-06-30 20:40:24,933 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 2 days, 22:25:47, time: 0.891, data_time: 0.025, memory: 14202, balance_loss: 0.0014, loss_rpn_cls: 0.0876, loss_rpn_bbox: 0.0362, s0.loss_cls: 0.3440, s0.acc: 91.6333, s0.loss_bbox: 0.2650, s0.loss_mask: 0.3779, s1.loss_cls: 0.1516, s1.acc: 92.3268, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1771, s2.loss_cls: 0.0644, s2.acc: 93.3297, s2.loss_bbox: 0.0326, s2.loss_mask: 0.0816, loss: 1.7205 +2025-06-30 20:41:10,224 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 2 days, 22:13:47, time: 0.906, data_time: 0.026, memory: 14202, balance_loss: 0.0013, loss_rpn_cls: 0.0949, loss_rpn_bbox: 0.0409, s0.loss_cls: 0.3581, s0.acc: 91.2312, s0.loss_bbox: 0.2815, s0.loss_mask: 0.3714, s1.loss_cls: 0.1581, s1.acc: 91.8651, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1742, s2.loss_cls: 0.0667, s2.acc: 92.8786, s2.loss_bbox: 0.0335, s2.loss_mask: 0.0804, loss: 1.7671 +2025-06-30 20:41:55,750 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 2 days, 22:03:30, time: 0.910, data_time: 0.024, memory: 14202, balance_loss: 0.0013, loss_rpn_cls: 0.0965, loss_rpn_bbox: 0.0410, s0.loss_cls: 0.3396, s0.acc: 91.3435, s0.loss_bbox: 0.2760, s0.loss_mask: 0.3642, s1.loss_cls: 0.1514, s1.acc: 91.9723, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1711, s2.loss_cls: 0.0644, s2.acc: 93.0648, s2.loss_bbox: 0.0347, s2.loss_mask: 0.0793, loss: 1.7260 +2025-06-30 20:42:41,450 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 2 days, 21:54:37, time: 0.914, data_time: 0.025, memory: 14202, balance_loss: 0.0013, loss_rpn_cls: 0.0846, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.3273, s0.acc: 91.8660, s0.loss_bbox: 0.2599, s0.loss_mask: 0.3611, s1.loss_cls: 0.1461, s1.acc: 92.3282, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1699, s2.loss_cls: 0.0631, s2.acc: 93.2063, s2.loss_bbox: 0.0337, s2.loss_mask: 0.0788, loss: 1.6642 +2025-06-30 20:43:26,678 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 2 days, 21:44:47, time: 0.905, data_time: 0.024, memory: 14202, balance_loss: 0.0013, loss_rpn_cls: 0.0866, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.3292, s0.acc: 91.7449, s0.loss_bbox: 0.2667, s0.loss_mask: 0.3548, s1.loss_cls: 0.1452, s1.acc: 92.3949, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1685, s2.loss_cls: 0.0623, s2.acc: 93.2672, s2.loss_bbox: 0.0345, s2.loss_mask: 0.0784, loss: 1.6696 +2025-06-30 20:44:12,641 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 2 days, 21:38:00, time: 0.919, data_time: 0.023, memory: 14202, balance_loss: 0.0013, loss_rpn_cls: 0.0930, loss_rpn_bbox: 0.0414, s0.loss_cls: 0.3245, s0.acc: 91.7239, s0.loss_bbox: 0.2714, s0.loss_mask: 0.3495, s1.loss_cls: 0.1430, s1.acc: 92.3565, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1656, s2.loss_cls: 0.0623, s2.acc: 93.1902, s2.loss_bbox: 0.0351, s2.loss_mask: 0.0763, loss: 1.6693 +2025-06-30 20:44:58,564 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 2 days, 21:31:30, time: 0.918, data_time: 0.026, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0813, loss_rpn_bbox: 0.0347, s0.loss_cls: 0.3102, s0.acc: 92.0808, s0.loss_bbox: 0.2521, s0.loss_mask: 0.3385, s1.loss_cls: 0.1379, s1.acc: 92.6291, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1599, s2.loss_cls: 0.0599, s2.acc: 93.3549, s2.loss_bbox: 0.0340, s2.loss_mask: 0.0742, loss: 1.5855 +2025-06-30 20:45:58,377 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 2 days, 22:07:18, time: 1.196, data_time: 0.024, memory: 14202, balance_loss: 0.0013, loss_rpn_cls: 0.0874, loss_rpn_bbox: 0.0388, s0.loss_cls: 0.3228, s0.acc: 91.5715, s0.loss_bbox: 0.2762, s0.loss_mask: 0.3414, s1.loss_cls: 0.1435, s1.acc: 92.1784, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1616, s2.loss_cls: 0.0623, s2.acc: 93.0263, s2.loss_bbox: 0.0361, s2.loss_mask: 0.0741, loss: 1.6550 +2025-06-30 20:46:44,391 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 2 days, 22:00:26, time: 0.920, data_time: 0.026, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0867, loss_rpn_bbox: 0.0404, s0.loss_cls: 0.3176, s0.acc: 91.6204, s0.loss_bbox: 0.2754, s0.loss_mask: 0.3445, s1.loss_cls: 0.1425, s1.acc: 92.1341, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1632, s2.loss_cls: 0.0625, s2.acc: 92.8582, s2.loss_bbox: 0.0368, s2.loss_mask: 0.0751, loss: 1.6557 +2025-06-30 20:47:30,235 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 2 days, 21:53:29, time: 0.917, data_time: 0.031, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0739, loss_rpn_bbox: 0.0350, s0.loss_cls: 0.3080, s0.acc: 91.7776, s0.loss_bbox: 0.2717, s0.loss_mask: 0.3444, s1.loss_cls: 0.1385, s1.acc: 92.3329, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1613, s2.loss_cls: 0.0607, s2.acc: 93.0800, s2.loss_bbox: 0.0366, s2.loss_mask: 0.0746, loss: 1.6148 +2025-06-30 20:48:16,278 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 2 days, 21:47:27, time: 0.921, data_time: 0.025, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0807, loss_rpn_bbox: 0.0363, s0.loss_cls: 0.3121, s0.acc: 91.7249, s0.loss_bbox: 0.2716, s0.loss_mask: 0.3400, s1.loss_cls: 0.1422, s1.acc: 92.1592, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1606, s2.loss_cls: 0.0629, s2.acc: 92.8814, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0749, loss: 1.6279 +2025-06-30 20:49:01,987 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 2 days, 21:40:51, time: 0.914, data_time: 0.028, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0357, s0.loss_cls: 0.2943, s0.acc: 92.1150, s0.loss_bbox: 0.2626, s0.loss_mask: 0.3323, s1.loss_cls: 0.1344, s1.acc: 92.5244, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1578, s2.loss_cls: 0.0596, s2.acc: 93.0756, s2.loss_bbox: 0.0359, s2.loss_mask: 0.0725, loss: 1.5674 +2025-06-30 20:49:48,485 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 2 days, 21:36:38, time: 0.930, data_time: 0.023, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0766, loss_rpn_bbox: 0.0343, s0.loss_cls: 0.3061, s0.acc: 91.8008, s0.loss_bbox: 0.2654, s0.loss_mask: 0.3285, s1.loss_cls: 0.1382, s1.acc: 92.2745, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1562, s2.loss_cls: 0.0616, s2.acc: 92.8999, s2.loss_bbox: 0.0372, s2.loss_mask: 0.0722, loss: 1.5855 +2025-06-30 20:50:35,083 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 2 days, 21:32:51, time: 0.932, data_time: 0.026, memory: 14202, balance_loss: 0.0012, loss_rpn_cls: 0.0776, loss_rpn_bbox: 0.0374, s0.loss_cls: 0.3017, s0.acc: 91.8994, s0.loss_bbox: 0.2696, s0.loss_mask: 0.3316, s1.loss_cls: 0.1373, s1.acc: 92.3131, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1560, s2.loss_cls: 0.0601, s2.acc: 93.0843, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0712, loss: 1.5911 +2025-06-30 20:51:20,801 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 2 days, 21:27:02, time: 0.914, data_time: 0.025, memory: 14202, balance_loss: 0.0011, loss_rpn_cls: 0.0748, loss_rpn_bbox: 0.0376, s0.loss_cls: 0.2998, s0.acc: 91.9829, s0.loss_bbox: 0.2693, s0.loss_mask: 0.3307, s1.loss_cls: 0.1355, s1.acc: 92.4923, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1573, s2.loss_cls: 0.0591, s2.acc: 93.1902, s2.loss_bbox: 0.0363, s2.loss_mask: 0.0725, loss: 1.5821 +2025-06-30 20:52:07,710 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 2 days, 21:24:26, time: 0.939, data_time: 0.032, memory: 14202, balance_loss: 0.0011, loss_rpn_cls: 0.0751, loss_rpn_bbox: 0.0373, s0.loss_cls: 0.3010, s0.acc: 91.6665, s0.loss_bbox: 0.2763, s0.loss_mask: 0.3233, s1.loss_cls: 0.1362, s1.acc: 92.1329, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1542, s2.loss_cls: 0.0597, s2.acc: 92.9266, s2.loss_bbox: 0.0378, s2.loss_mask: 0.0713, loss: 1.5846 +2025-06-30 20:53:06,519 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 2 days, 21:49:13, time: 1.176, data_time: 0.025, memory: 14202, balance_loss: 0.0011, loss_rpn_cls: 0.0712, loss_rpn_bbox: 0.0368, s0.loss_cls: 0.2839, s0.acc: 92.1555, s0.loss_bbox: 0.2621, s0.loss_mask: 0.3245, s1.loss_cls: 0.1279, s1.acc: 92.6141, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1540, s2.loss_cls: 0.0573, s2.acc: 93.2093, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0717, loss: 1.5346 +2025-06-30 20:53:53,550 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 2 days, 21:46:19, time: 0.941, data_time: 0.027, memory: 14202, balance_loss: 0.0011, loss_rpn_cls: 0.0694, loss_rpn_bbox: 0.0360, s0.loss_cls: 0.2830, s0.acc: 92.0825, s0.loss_bbox: 0.2662, s0.loss_mask: 0.3155, s1.loss_cls: 0.1284, s1.acc: 92.5065, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1515, s2.loss_cls: 0.0579, s2.acc: 93.0212, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0702, loss: 1.5285 +2025-06-30 20:54:39,831 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 20:54:39,831 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 2 days, 21:41:49, time: 0.925, data_time: 0.027, memory: 14202, balance_loss: 0.0011, loss_rpn_cls: 0.0696, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2854, s0.acc: 92.2053, s0.loss_bbox: 0.2645, s0.loss_mask: 0.3175, s1.loss_cls: 0.1279, s1.acc: 92.7033, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1523, s2.loss_cls: 0.0574, s2.acc: 93.2739, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0705, loss: 1.5291 +2025-06-30 20:55:26,351 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 2 days, 21:38:08, time: 0.931, data_time: 0.023, memory: 14202, balance_loss: 0.0011, loss_rpn_cls: 0.0696, loss_rpn_bbox: 0.0351, s0.loss_cls: 0.2906, s0.acc: 91.9077, s0.loss_bbox: 0.2750, s0.loss_mask: 0.3230, s1.loss_cls: 0.1326, s1.acc: 92.2509, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1533, s2.loss_cls: 0.0593, s2.acc: 92.9183, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0703, loss: 1.5601 +2025-06-30 20:56:12,767 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 2 days, 21:34:18, time: 0.928, data_time: 0.027, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0640, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2698, s0.acc: 92.5386, s0.loss_bbox: 0.2586, s0.loss_mask: 0.3085, s1.loss_cls: 0.1241, s1.acc: 92.8820, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1476, s2.loss_cls: 0.0556, s2.acc: 93.3761, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0679, loss: 1.4742 +2025-06-30 20:56:59,186 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 2 days, 21:30:38, time: 0.928, data_time: 0.023, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0645, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2699, s0.acc: 92.4329, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3129, s1.loss_cls: 0.1223, s1.acc: 92.8117, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1507, s2.loss_cls: 0.0553, s2.acc: 93.4007, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0700, loss: 1.4872 +2025-06-30 20:57:45,658 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 2 days, 21:27:11, time: 0.929, data_time: 0.024, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0727, loss_rpn_bbox: 0.0354, s0.loss_cls: 0.2766, s0.acc: 92.1841, s0.loss_bbox: 0.2601, s0.loss_mask: 0.3072, s1.loss_cls: 0.1260, s1.acc: 92.6617, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1466, s2.loss_cls: 0.0570, s2.acc: 93.1961, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0683, loss: 1.4949 +2025-06-30 20:58:31,687 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 2 days, 21:23:00, time: 0.921, data_time: 0.025, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0659, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2676, s0.acc: 92.3374, s0.loss_bbox: 0.2635, s0.loss_mask: 0.3043, s1.loss_cls: 0.1236, s1.acc: 92.7078, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1458, s2.loss_cls: 0.0561, s2.acc: 93.2240, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0674, loss: 1.4766 +2025-06-30 20:59:34,478 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 2 days, 21:50:45, time: 1.256, data_time: 0.022, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0700, loss_rpn_bbox: 0.0344, s0.loss_cls: 0.2751, s0.acc: 92.2317, s0.loss_bbox: 0.2739, s0.loss_mask: 0.3123, s1.loss_cls: 0.1244, s1.acc: 92.7491, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1486, s2.loss_cls: 0.0561, s2.acc: 93.2970, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0687, loss: 1.5162 +2025-06-30 21:00:20,875 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 2 days, 21:46:50, time: 0.928, data_time: 0.022, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0610, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2700, s0.acc: 92.4512, s0.loss_bbox: 0.2592, s0.loss_mask: 0.3038, s1.loss_cls: 0.1232, s1.acc: 92.8770, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1440, s2.loss_cls: 0.0555, s2.acc: 93.3243, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0662, loss: 1.4635 +2025-06-30 21:01:06,912 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 2 days, 21:42:26, time: 0.921, data_time: 0.022, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0625, loss_rpn_bbox: 0.0338, s0.loss_cls: 0.2677, s0.acc: 92.3396, s0.loss_bbox: 0.2598, s0.loss_mask: 0.3099, s1.loss_cls: 0.1226, s1.acc: 92.7077, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1452, s2.loss_cls: 0.0553, s2.acc: 93.2337, s2.loss_bbox: 0.0369, s2.loss_mask: 0.0669, loss: 1.4684 +2025-06-30 21:01:53,388 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 2 days, 21:38:55, time: 0.929, data_time: 0.025, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0681, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2704, s0.acc: 92.3135, s0.loss_bbox: 0.2649, s0.loss_mask: 0.3047, s1.loss_cls: 0.1232, s1.acc: 92.8054, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1459, s2.loss_cls: 0.0551, s2.acc: 93.2910, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0674, loss: 1.4819 +2025-06-30 21:02:40,045 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 2 days, 21:35:53, time: 0.934, data_time: 0.021, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0628, loss_rpn_bbox: 0.0335, s0.loss_cls: 0.2614, s0.acc: 92.5276, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2931, s1.loss_cls: 0.1197, s1.acc: 92.9821, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1401, s2.loss_cls: 0.0545, s2.acc: 93.4036, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0650, loss: 1.4370 +2025-06-30 21:03:26,842 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 2 days, 21:33:09, time: 0.936, data_time: 0.022, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0650, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2641, s0.acc: 92.2402, s0.loss_bbox: 0.2706, s0.loss_mask: 0.3117, s1.loss_cls: 0.1207, s1.acc: 92.6729, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1491, s2.loss_cls: 0.0549, s2.acc: 93.0887, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0685, loss: 1.4915 +2025-06-30 21:04:13,654 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 2 days, 21:30:31, time: 0.936, data_time: 0.026, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0635, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2637, s0.acc: 92.3860, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2920, s1.loss_cls: 0.1213, s1.acc: 92.7025, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1404, s2.loss_cls: 0.0551, s2.acc: 93.1412, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0652, loss: 1.4450 +2025-06-30 21:05:00,518 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 2 days, 21:28:02, time: 0.937, data_time: 0.024, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0654, loss_rpn_bbox: 0.0345, s0.loss_cls: 0.2605, s0.acc: 92.3545, s0.loss_bbox: 0.2723, s0.loss_mask: 0.3024, s1.loss_cls: 0.1189, s1.acc: 92.7103, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1438, s2.loss_cls: 0.0533, s2.acc: 93.2130, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0662, loss: 1.4711 +2025-06-30 21:06:08,700 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 2 days, 22:00:00, time: 1.364, data_time: 0.028, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0599, loss_rpn_bbox: 0.0364, s0.loss_cls: 0.2614, s0.acc: 92.3806, s0.loss_bbox: 0.2684, s0.loss_mask: 0.3091, s1.loss_cls: 0.1198, s1.acc: 92.8165, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1467, s2.loss_cls: 0.0541, s2.acc: 93.3078, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0673, loss: 1.4751 +2025-06-30 21:06:55,264 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 2 days, 21:56:30, time: 0.931, data_time: 0.029, memory: 14202, balance_loss: 0.0010, loss_rpn_cls: 0.0615, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2514, s0.acc: 92.7173, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2932, s1.loss_cls: 0.1148, s1.acc: 93.1298, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1414, s2.loss_cls: 0.0524, s2.acc: 93.5564, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0657, loss: 1.4127 +2025-06-30 21:07:41,814 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 2 days, 21:53:09, time: 0.931, data_time: 0.027, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0598, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2494, s0.acc: 92.7725, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2941, s1.loss_cls: 0.1143, s1.acc: 93.0959, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1429, s2.loss_cls: 0.0513, s2.acc: 93.5410, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0663, loss: 1.4110 +2025-06-30 21:08:28,608 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 2 days, 21:50:13, time: 0.936, data_time: 0.028, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0605, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2534, s0.acc: 92.6035, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2987, s1.loss_cls: 0.1163, s1.acc: 92.8812, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1421, s2.loss_cls: 0.0529, s2.acc: 93.3116, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0658, loss: 1.4324 +2025-06-30 21:09:15,595 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 2 days, 21:47:37, time: 0.939, data_time: 0.028, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0570, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2480, s0.acc: 92.6902, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2928, s1.loss_cls: 0.1146, s1.acc: 92.9854, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1402, s2.loss_cls: 0.0522, s2.acc: 93.4390, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0653, loss: 1.4152 +2025-06-30 21:10:02,619 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 2 days, 21:45:14, time: 0.941, data_time: 0.023, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2483, s0.acc: 92.5774, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2907, s1.loss_cls: 0.1147, s1.acc: 92.9221, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1405, s2.loss_cls: 0.0530, s2.acc: 93.2295, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0649, loss: 1.4149 +2025-06-30 21:10:49,493 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 21:10:49,493 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 2 days, 21:42:37, time: 0.937, data_time: 0.020, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0637, loss_rpn_bbox: 0.0346, s0.loss_cls: 0.2560, s0.acc: 92.4214, s0.loss_bbox: 0.2647, s0.loss_mask: 0.2928, s1.loss_cls: 0.1174, s1.acc: 92.8006, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1407, s2.loss_cls: 0.0537, s2.acc: 93.2509, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0653, loss: 1.4384 +2025-06-30 21:11:36,765 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 2 days, 21:40:38, time: 0.945, data_time: 0.032, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0631, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2547, s0.acc: 92.3921, s0.loss_bbox: 0.2724, s0.loss_mask: 0.3020, s1.loss_cls: 0.1163, s1.acc: 92.8591, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1446, s2.loss_cls: 0.0530, s2.acc: 93.2648, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0667, loss: 1.4605 +2025-06-30 21:12:23,749 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 2 days, 21:38:17, time: 0.940, data_time: 0.022, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2479, s0.acc: 92.6418, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2990, s1.loss_cls: 0.1136, s1.acc: 93.0462, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1419, s2.loss_cls: 0.0518, s2.acc: 93.4846, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0655, loss: 1.4194 +2025-06-30 21:13:23,974 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 2 days, 21:54:15, time: 1.204, data_time: 0.023, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2484, s0.acc: 92.7158, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2892, s1.loss_cls: 0.1138, s1.acc: 93.1113, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1373, s2.loss_cls: 0.0517, s2.acc: 93.5234, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0638, loss: 1.3908 +2025-06-30 21:14:10,550 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 2 days, 21:51:08, time: 0.931, data_time: 0.022, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0595, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2559, s0.acc: 92.5793, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2885, s1.loss_cls: 0.1165, s1.acc: 92.9628, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1381, s2.loss_cls: 0.0529, s2.acc: 93.4559, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0641, loss: 1.4122 +2025-06-30 21:14:58,125 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 2 days, 21:49:29, time: 0.952, data_time: 0.027, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0596, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2538, s0.acc: 92.4202, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2936, s1.loss_cls: 0.1165, s1.acc: 92.7838, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1424, s2.loss_cls: 0.0540, s2.acc: 93.0696, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0664, loss: 1.4406 +2025-06-30 21:15:45,052 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 2 days, 21:46:59, time: 0.939, data_time: 0.025, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0571, loss_rpn_bbox: 0.0336, s0.loss_cls: 0.2470, s0.acc: 92.5105, s0.loss_bbox: 0.2624, s0.loss_mask: 0.2892, s1.loss_cls: 0.1130, s1.acc: 92.9472, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1390, s2.loss_cls: 0.0524, s2.acc: 93.2506, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0648, loss: 1.4117 +2025-06-30 21:16:32,648 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 2 days, 21:45:23, time: 0.952, data_time: 0.024, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0583, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2574, s0.acc: 92.4639, s0.loss_bbox: 0.2611, s0.loss_mask: 0.2937, s1.loss_cls: 0.1179, s1.acc: 92.7487, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1430, s2.loss_cls: 0.0540, s2.acc: 93.1839, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0665, loss: 1.4343 +2025-06-30 21:17:20,067 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 2 days, 21:43:35, time: 0.948, data_time: 0.030, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0614, loss_rpn_bbox: 0.0330, s0.loss_cls: 0.2400, s0.acc: 92.6733, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2914, s1.loss_cls: 0.1095, s1.acc: 93.0807, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1398, s2.loss_cls: 0.0504, s2.acc: 93.4008, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0652, loss: 1.4052 +2025-06-30 21:18:06,637 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 2 days, 21:40:45, time: 0.931, data_time: 0.023, memory: 14202, balance_loss: 0.0009, loss_rpn_cls: 0.0580, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2395, s0.acc: 92.8337, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2893, s1.loss_cls: 0.1099, s1.acc: 93.1915, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1396, s2.loss_cls: 0.0504, s2.acc: 93.5827, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0647, loss: 1.3894 +2025-06-30 21:18:53,588 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 2 days, 21:38:27, time: 0.939, data_time: 0.027, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0585, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2435, s0.acc: 92.7830, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2868, s1.loss_cls: 0.1115, s1.acc: 93.1222, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1393, s2.loss_cls: 0.0503, s2.acc: 93.5494, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0641, loss: 1.3923 +2025-06-30 21:19:56,151 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 2 days, 21:55:16, time: 1.251, data_time: 0.025, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2434, s0.acc: 92.8179, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2902, s1.loss_cls: 0.1115, s1.acc: 93.1745, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1408, s2.loss_cls: 0.0510, s2.acc: 93.4468, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0658, loss: 1.3963 +2025-06-30 21:20:43,478 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 2 days, 21:53:14, time: 0.947, data_time: 0.026, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2398, s0.acc: 92.7283, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2892, s1.loss_cls: 0.1102, s1.acc: 93.0495, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1412, s2.loss_cls: 0.0508, s2.acc: 93.2950, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0660, loss: 1.3981 +2025-06-30 21:21:30,723 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 2 days, 21:51:06, time: 0.944, data_time: 0.024, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2447, s0.acc: 92.5657, s0.loss_bbox: 0.2642, s0.loss_mask: 0.2845, s1.loss_cls: 0.1113, s1.acc: 92.8635, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1365, s2.loss_cls: 0.0507, s2.acc: 93.3400, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0632, loss: 1.3959 +2025-06-30 21:22:18,252 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 2 days, 21:49:25, time: 0.951, data_time: 0.023, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0577, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2429, s0.acc: 92.6548, s0.loss_bbox: 0.2638, s0.loss_mask: 0.2791, s1.loss_cls: 0.1103, s1.acc: 93.1056, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1354, s2.loss_cls: 0.0511, s2.acc: 93.2864, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0632, loss: 1.3905 +2025-06-30 21:23:06,020 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 2 days, 21:47:59, time: 0.955, data_time: 0.023, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0584, loss_rpn_bbox: 0.0333, s0.loss_cls: 0.2583, s0.acc: 92.1772, s0.loss_bbox: 0.2779, s0.loss_mask: 0.2912, s1.loss_cls: 0.1184, s1.acc: 92.5931, s1.loss_bbox: 0.1182, s1.loss_mask: 0.1407, s2.loss_cls: 0.0542, s2.acc: 93.0588, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0650, loss: 1.4589 +2025-06-30 21:23:53,167 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 2 days, 21:45:52, time: 0.943, data_time: 0.021, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0572, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2414, s0.acc: 92.7168, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2840, s1.loss_cls: 0.1114, s1.acc: 93.0870, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1366, s2.loss_cls: 0.0513, s2.acc: 93.4951, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0637, loss: 1.3870 +2025-06-30 21:24:40,372 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 2 days, 21:43:51, time: 0.944, data_time: 0.029, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2396, s0.acc: 92.8564, s0.loss_bbox: 0.2594, s0.loss_mask: 0.2933, s1.loss_cls: 0.1100, s1.acc: 93.1816, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1408, s2.loss_cls: 0.0511, s2.acc: 93.3988, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0656, loss: 1.3955 +2025-06-30 21:25:27,657 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 2 days, 21:41:56, time: 0.945, data_time: 0.025, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2447, s0.acc: 92.5957, s0.loss_bbox: 0.2675, s0.loss_mask: 0.2915, s1.loss_cls: 0.1115, s1.acc: 93.0352, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1397, s2.loss_cls: 0.0512, s2.acc: 93.3613, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0648, loss: 1.4102 +2025-06-30 21:26:35,282 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 2 days, 22:02:21, time: 1.352, data_time: 0.024, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0552, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2409, s0.acc: 92.8350, s0.loss_bbox: 0.2578, s0.loss_mask: 0.2840, s1.loss_cls: 0.1092, s1.acc: 93.3002, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1365, s2.loss_cls: 0.0500, s2.acc: 93.6866, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0631, loss: 1.3785 +2025-06-30 21:27:22,553 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 21:27:22,554 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 2 days, 22:00:12, time: 0.945, data_time: 0.025, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0502, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2341, s0.acc: 92.9746, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2849, s1.loss_cls: 0.1076, s1.acc: 93.3464, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1357, s2.loss_cls: 0.0497, s2.acc: 93.7135, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0628, loss: 1.3529 +2025-06-30 21:28:09,253 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 2 days, 21:57:31, time: 0.935, data_time: 0.023, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2266, s0.acc: 93.1250, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2819, s1.loss_cls: 0.1046, s1.acc: 93.4517, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1360, s2.loss_cls: 0.0488, s2.acc: 93.7206, s2.loss_bbox: 0.0384, s2.loss_mask: 0.0630, loss: 1.3344 +2025-06-30 21:28:56,105 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 2 days, 21:55:00, time: 0.937, data_time: 0.021, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0519, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2347, s0.acc: 92.8994, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2820, s1.loss_cls: 0.1082, s1.acc: 93.2529, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1350, s2.loss_cls: 0.0500, s2.acc: 93.4732, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0626, loss: 1.3583 +2025-06-30 21:29:43,876 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 2 days, 21:53:29, time: 0.955, data_time: 0.030, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0567, loss_rpn_bbox: 0.0319, s0.loss_cls: 0.2412, s0.acc: 92.5903, s0.loss_bbox: 0.2656, s0.loss_mask: 0.2868, s1.loss_cls: 0.1113, s1.acc: 92.8703, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1369, s2.loss_cls: 0.0511, s2.acc: 93.2837, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0636, loss: 1.3985 +2025-06-30 21:30:30,953 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 2 days, 21:51:17, time: 0.942, data_time: 0.022, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2300, s0.acc: 93.0830, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2725, s1.loss_cls: 0.1047, s1.acc: 93.5076, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1325, s2.loss_cls: 0.0484, s2.acc: 93.8968, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0616, loss: 1.3358 +2025-06-30 21:31:18,316 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 2 days, 21:49:24, time: 0.947, data_time: 0.024, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2340, s0.acc: 92.9050, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2782, s1.loss_cls: 0.1067, s1.acc: 93.3157, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1336, s2.loss_cls: 0.0494, s2.acc: 93.5413, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0625, loss: 1.3509 +2025-06-30 21:32:05,920 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 2 days, 21:47:46, time: 0.952, data_time: 0.023, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0540, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2415, s0.acc: 92.6018, s0.loss_bbox: 0.2717, s0.loss_mask: 0.2827, s1.loss_cls: 0.1109, s1.acc: 92.8957, s1.loss_bbox: 0.1164, s1.loss_mask: 0.1356, s2.loss_cls: 0.0517, s2.acc: 93.2326, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0627, loss: 1.4012 +2025-06-30 21:32:52,807 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 2 days, 21:45:28, time: 0.938, data_time: 0.027, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2217, s0.acc: 93.2222, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2773, s1.loss_cls: 0.1015, s1.acc: 93.5960, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1350, s2.loss_cls: 0.0468, s2.acc: 93.9170, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0627, loss: 1.3176 +2025-06-30 21:33:58,397 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 2 days, 22:01:35, time: 1.312, data_time: 0.026, memory: 14202, balance_loss: 0.0008, loss_rpn_cls: 0.0537, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2390, s0.acc: 92.8391, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2895, s1.loss_cls: 0.1094, s1.acc: 93.2347, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1395, s2.loss_cls: 0.0502, s2.acc: 93.5438, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0643, loss: 1.3814 +2025-06-30 21:34:45,502 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 2 days, 21:59:19, time: 0.942, data_time: 0.025, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0524, loss_rpn_bbox: 0.0318, s0.loss_cls: 0.2365, s0.acc: 92.8901, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2813, s1.loss_cls: 0.1089, s1.acc: 93.2396, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1347, s2.loss_cls: 0.0505, s2.acc: 93.4899, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0622, loss: 1.3658 +2025-06-30 21:35:32,952 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 2 days, 21:57:28, time: 0.950, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2265, s0.acc: 93.0112, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2753, s1.loss_cls: 0.1053, s1.acc: 93.2563, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1340, s2.loss_cls: 0.0490, s2.acc: 93.4839, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0625, loss: 1.3425 +2025-06-30 21:36:20,373 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 2 days, 21:55:35, time: 0.948, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0555, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2163, s0.acc: 93.2417, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2771, s1.loss_cls: 0.1019, s1.acc: 93.4357, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1336, s2.loss_cls: 0.0476, s2.acc: 93.6627, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0624, loss: 1.3145 +2025-06-30 21:37:06,632 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 2 days, 21:52:38, time: 0.925, data_time: 0.022, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2175, s0.acc: 93.3103, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2776, s1.loss_cls: 0.1007, s1.acc: 93.5903, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1337, s2.loss_cls: 0.0470, s2.acc: 93.8757, s2.loss_bbox: 0.0380, s2.loss_mask: 0.0626, loss: 1.3074 +2025-06-30 21:37:54,462 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 2 days, 21:51:12, time: 0.957, data_time: 0.021, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2273, s0.acc: 93.0386, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2804, s1.loss_cls: 0.1038, s1.acc: 93.4290, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1364, s2.loss_cls: 0.0485, s2.acc: 93.6225, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0637, loss: 1.3484 +2025-06-30 21:38:41,255 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 2 days, 21:48:49, time: 0.936, data_time: 0.020, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0534, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2317, s0.acc: 93.0227, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2771, s1.loss_cls: 0.1058, s1.acc: 93.3849, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1340, s2.loss_cls: 0.0497, s2.acc: 93.5728, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0622, loss: 1.3445 +2025-06-30 21:39:28,923 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 2 days, 21:47:15, time: 0.953, data_time: 0.027, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2368, s0.acc: 92.8320, s0.loss_bbox: 0.2610, s0.loss_mask: 0.2800, s1.loss_cls: 0.1087, s1.acc: 93.1251, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1334, s2.loss_cls: 0.0498, s2.acc: 93.5013, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0615, loss: 1.3691 +2025-06-30 21:40:31,914 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 2 days, 21:59:31, time: 1.260, data_time: 0.023, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2242, s0.acc: 93.0327, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2801, s1.loss_cls: 0.1024, s1.acc: 93.4352, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1359, s2.loss_cls: 0.0472, s2.acc: 93.8156, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0638, loss: 1.3426 +2025-06-30 21:41:18,998 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 2 days, 21:57:20, time: 0.942, data_time: 0.023, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0541, loss_rpn_bbox: 0.0323, s0.loss_cls: 0.2268, s0.acc: 92.9338, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2764, s1.loss_cls: 0.1041, s1.acc: 93.3181, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1342, s2.loss_cls: 0.0480, s2.acc: 93.6142, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0624, loss: 1.3446 +2025-06-30 21:42:05,739 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 2 days, 21:54:52, time: 0.935, data_time: 0.028, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0573, loss_rpn_bbox: 0.0327, s0.loss_cls: 0.2297, s0.acc: 92.8647, s0.loss_bbox: 0.2590, s0.loss_mask: 0.2831, s1.loss_cls: 0.1056, s1.acc: 93.1739, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1368, s2.loss_cls: 0.0488, s2.acc: 93.4926, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0638, loss: 1.3698 +2025-06-30 21:42:53,585 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 2 days, 21:53:24, time: 0.957, data_time: 0.026, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0542, loss_rpn_bbox: 0.0328, s0.loss_cls: 0.2246, s0.acc: 92.8921, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2751, s1.loss_cls: 0.1045, s1.acc: 93.2135, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1339, s2.loss_cls: 0.0480, s2.acc: 93.5403, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0624, loss: 1.3497 +2025-06-30 21:43:40,585 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 21:43:40,585 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 2 days, 21:51:14, time: 0.940, data_time: 0.022, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0520, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2230, s0.acc: 93.1555, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2730, s1.loss_cls: 0.1035, s1.acc: 93.4946, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1313, s2.loss_cls: 0.0478, s2.acc: 93.8075, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0610, loss: 1.3101 +2025-06-30 21:44:28,659 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 2 days, 21:49:58, time: 0.961, data_time: 0.027, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0553, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2340, s0.acc: 92.8040, s0.loss_bbox: 0.2612, s0.loss_mask: 0.2753, s1.loss_cls: 0.1075, s1.acc: 93.1317, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1333, s2.loss_cls: 0.0496, s2.acc: 93.5208, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0624, loss: 1.3632 +2025-06-30 21:45:15,438 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 2 days, 21:47:39, time: 0.936, data_time: 0.021, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2259, s0.acc: 93.1404, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2760, s1.loss_cls: 0.1050, s1.acc: 93.4810, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1334, s2.loss_cls: 0.0489, s2.acc: 93.6673, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0622, loss: 1.3272 +2025-06-30 21:46:02,388 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 2 days, 21:45:32, time: 0.939, data_time: 0.023, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0546, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2170, s0.acc: 93.1938, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2842, s1.loss_cls: 0.0991, s1.acc: 93.6540, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1359, s2.loss_cls: 0.0459, s2.acc: 93.9725, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0630, loss: 1.3342 +2025-06-30 21:47:05,098 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 2 days, 21:56:28, time: 1.254, data_time: 0.029, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0560, loss_rpn_bbox: 0.0322, s0.loss_cls: 0.2288, s0.acc: 92.8853, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2816, s1.loss_cls: 0.1045, s1.acc: 93.2541, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1366, s2.loss_cls: 0.0481, s2.acc: 93.6769, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0632, loss: 1.3609 +2025-06-30 21:47:52,638 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 2 days, 21:54:44, time: 0.951, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0554, loss_rpn_bbox: 0.0332, s0.loss_cls: 0.2378, s0.acc: 92.5786, s0.loss_bbox: 0.2683, s0.loss_mask: 0.2824, s1.loss_cls: 0.1095, s1.acc: 92.9510, s1.loss_bbox: 0.1146, s1.loss_mask: 0.1352, s2.loss_cls: 0.0510, s2.acc: 93.2137, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0624, loss: 1.3923 +2025-06-30 21:48:40,325 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 2 days, 21:53:08, time: 0.954, data_time: 0.027, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0536, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2287, s0.acc: 92.9519, s0.loss_bbox: 0.2623, s0.loss_mask: 0.2873, s1.loss_cls: 0.1042, s1.acc: 93.2825, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1383, s2.loss_cls: 0.0481, s2.acc: 93.6193, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0638, loss: 1.3713 +2025-06-30 21:49:27,617 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 2 days, 21:51:14, time: 0.946, data_time: 0.026, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2287, s0.acc: 92.8450, s0.loss_bbox: 0.2605, s0.loss_mask: 0.2752, s1.loss_cls: 0.1049, s1.acc: 93.2210, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1340, s2.loss_cls: 0.0486, s2.acc: 93.5384, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0623, loss: 1.3510 +2025-06-30 21:50:15,027 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 2 days, 21:49:27, time: 0.948, data_time: 0.020, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0559, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2280, s0.acc: 93.0527, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2750, s1.loss_cls: 0.1041, s1.acc: 93.4619, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1321, s2.loss_cls: 0.0484, s2.acc: 93.5930, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0620, loss: 1.3352 +2025-06-30 21:51:02,931 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 2 days, 21:48:04, time: 0.958, data_time: 0.021, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0325, s0.loss_cls: 0.2250, s0.acc: 93.0125, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2781, s1.loss_cls: 0.1030, s1.acc: 93.3876, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1365, s2.loss_cls: 0.0478, s2.acc: 93.7212, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0630, loss: 1.3440 +2025-06-30 21:51:50,151 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 2 days, 21:46:09, time: 0.944, data_time: 0.023, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2200, s0.acc: 93.0930, s0.loss_bbox: 0.2557, s0.loss_mask: 0.2742, s1.loss_cls: 0.1017, s1.acc: 93.4501, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1326, s2.loss_cls: 0.0472, s2.acc: 93.6576, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0614, loss: 1.3254 +2025-06-30 21:52:37,242 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 2 days, 21:44:10, time: 0.942, data_time: 0.023, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0528, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2226, s0.acc: 93.1057, s0.loss_bbox: 0.2565, s0.loss_mask: 0.2763, s1.loss_cls: 0.1027, s1.acc: 93.3974, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1331, s2.loss_cls: 0.0480, s2.acc: 93.6654, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0620, loss: 1.3378 +2025-06-30 21:53:27,791 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 2 days, 21:44:52, time: 1.011, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0535, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2207, s0.acc: 93.0923, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2704, s1.loss_cls: 0.1012, s1.acc: 93.4391, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1308, s2.loss_cls: 0.0474, s2.acc: 93.7476, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0608, loss: 1.3151 +2025-06-30 21:54:30,197 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 2 days, 21:54:34, time: 1.248, data_time: 0.026, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2313, s0.acc: 92.8079, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2763, s1.loss_cls: 0.1072, s1.acc: 93.1379, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1333, s2.loss_cls: 0.0499, s2.acc: 93.4486, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0618, loss: 1.3534 +2025-06-30 21:55:17,591 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 2 days, 21:52:45, time: 0.948, data_time: 0.022, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2170, s0.acc: 93.1108, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2682, s1.loss_cls: 0.1003, s1.acc: 93.4815, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1304, s2.loss_cls: 0.0470, s2.acc: 93.6549, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0614, loss: 1.3033 +2025-06-30 21:56:05,204 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 2 days, 21:51:06, time: 0.952, data_time: 0.026, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0549, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2289, s0.acc: 92.8462, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2825, s1.loss_cls: 0.1060, s1.acc: 93.1312, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1370, s2.loss_cls: 0.0485, s2.acc: 93.6007, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0637, loss: 1.3639 +2025-06-30 21:56:53,174 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 2 days, 21:49:45, time: 0.959, data_time: 0.025, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0539, loss_rpn_bbox: 0.0331, s0.loss_cls: 0.2327, s0.acc: 92.8010, s0.loss_bbox: 0.2632, s0.loss_mask: 0.2740, s1.loss_cls: 0.1064, s1.acc: 93.1316, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1311, s2.loss_cls: 0.0491, s2.acc: 93.4785, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0605, loss: 1.3582 +2025-06-30 21:57:40,859 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 2 days, 21:48:11, time: 0.954, data_time: 0.025, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2127, s0.acc: 93.2100, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2687, s1.loss_cls: 0.0982, s1.acc: 93.5608, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1305, s2.loss_cls: 0.0462, s2.acc: 93.8306, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0602, loss: 1.2965 +2025-06-30 21:58:28,459 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 2 days, 21:46:35, time: 0.952, data_time: 0.029, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2270, s0.acc: 92.8684, s0.loss_bbox: 0.2662, s0.loss_mask: 0.2809, s1.loss_cls: 0.1045, s1.acc: 93.1959, s1.loss_bbox: 0.1150, s1.loss_mask: 0.1344, s2.loss_cls: 0.0487, s2.acc: 93.3429, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0626, loss: 1.3647 +2025-06-30 21:59:16,319 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 2 days, 21:45:10, time: 0.957, data_time: 0.023, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2161, s0.acc: 93.1997, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2688, s1.loss_cls: 0.1003, s1.acc: 93.4801, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1299, s2.loss_cls: 0.0467, s2.acc: 93.7787, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0606, loss: 1.2973 +2025-06-30 22:00:03,909 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 22:00:03,910 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 2 days, 21:43:34, time: 0.952, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2235, s0.acc: 93.1060, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2711, s1.loss_cls: 0.1039, s1.acc: 93.3881, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1327, s2.loss_cls: 0.0484, s2.acc: 93.6880, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0612, loss: 1.3192 +2025-06-30 22:01:10,856 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 2 days, 21:55:45, time: 1.339, data_time: 0.022, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2318, s0.acc: 92.8123, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2715, s1.loss_cls: 0.1077, s1.acc: 93.1062, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1321, s2.loss_cls: 0.0496, s2.acc: 93.4654, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0612, loss: 1.3358 +2025-06-30 22:01:58,270 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 2 days, 21:53:56, time: 0.948, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2104, s0.acc: 93.4563, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2628, s1.loss_cls: 0.0982, s1.acc: 93.6270, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1294, s2.loss_cls: 0.0457, s2.acc: 93.9761, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0605, loss: 1.2667 +2025-06-30 22:02:45,840 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 2 days, 21:52:16, time: 0.951, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2068, s0.acc: 93.5872, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2733, s1.loss_cls: 0.0955, s1.acc: 93.9419, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1319, s2.loss_cls: 0.0451, s2.acc: 94.0822, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0604, loss: 1.2811 +2025-06-30 22:03:33,808 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 2 days, 21:50:52, time: 0.959, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2277, s0.acc: 92.9436, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2750, s1.loss_cls: 0.1055, s1.acc: 93.2917, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1328, s2.loss_cls: 0.0490, s2.acc: 93.6348, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0620, loss: 1.3438 +2025-06-30 22:04:21,070 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 2 days, 21:49:01, time: 0.946, data_time: 0.030, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0500, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2180, s0.acc: 93.1143, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2695, s1.loss_cls: 0.1000, s1.acc: 93.4666, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1309, s2.loss_cls: 0.0468, s2.acc: 93.6819, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0608, loss: 1.3014 +2025-06-30 22:05:08,278 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 2 days, 21:47:08, time: 0.944, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2202, s0.acc: 93.1440, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2780, s1.loss_cls: 0.1020, s1.acc: 93.4727, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1337, s2.loss_cls: 0.0468, s2.acc: 93.8320, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0617, loss: 1.3211 +2025-06-30 22:05:55,725 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 2 days, 21:45:25, time: 0.949, data_time: 0.024, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0515, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2234, s0.acc: 93.0303, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2725, s1.loss_cls: 0.1013, s1.acc: 93.4797, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1322, s2.loss_cls: 0.0467, s2.acc: 93.8970, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0616, loss: 1.3185 +2025-06-30 22:06:42,902 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 2 days, 21:43:33, time: 0.943, data_time: 0.021, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2134, s0.acc: 93.2729, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2714, s1.loss_cls: 0.0987, s1.acc: 93.5196, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1309, s2.loss_cls: 0.0456, s2.acc: 93.9370, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0607, loss: 1.2954 +2025-06-30 22:07:48,280 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 2 days, 21:53:48, time: 1.307, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2083, s0.acc: 93.4600, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2701, s1.loss_cls: 0.0972, s1.acc: 93.7381, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1301, s2.loss_cls: 0.0452, s2.acc: 93.9916, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0610, loss: 1.2819 +2025-06-30 22:08:35,927 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 2 days, 21:52:11, time: 0.953, data_time: 0.025, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2202, s0.acc: 93.1536, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2730, s1.loss_cls: 0.1010, s1.acc: 93.5458, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1317, s2.loss_cls: 0.0465, s2.acc: 93.8164, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0610, loss: 1.3234 +2025-06-30 22:09:23,007 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 2 days, 21:50:12, time: 0.942, data_time: 0.022, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2155, s0.acc: 93.4280, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2751, s1.loss_cls: 0.0989, s1.acc: 93.8565, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1327, s2.loss_cls: 0.0457, s2.acc: 94.1250, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0614, loss: 1.2943 +2025-06-30 22:10:11,092 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 2 days, 21:48:53, time: 0.962, data_time: 0.022, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0514, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2239, s0.acc: 93.0283, s0.loss_bbox: 0.2555, s0.loss_mask: 0.2716, s1.loss_cls: 0.1042, s1.acc: 93.3226, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1318, s2.loss_cls: 0.0486, s2.acc: 93.5618, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0613, loss: 1.3325 +2025-06-30 22:10:58,574 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 2 days, 21:47:11, time: 0.950, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0475, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2191, s0.acc: 93.1313, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2730, s1.loss_cls: 0.1004, s1.acc: 93.5445, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1318, s2.loss_cls: 0.0468, s2.acc: 93.7870, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0616, loss: 1.3118 +2025-06-30 22:11:46,119 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 2 days, 21:45:32, time: 0.950, data_time: 0.020, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0511, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2174, s0.acc: 93.1589, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2714, s1.loss_cls: 0.1000, s1.acc: 93.5161, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1317, s2.loss_cls: 0.0469, s2.acc: 93.7621, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0612, loss: 1.3085 +2025-06-30 22:12:34,289 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 2 days, 21:44:19, time: 0.964, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0544, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2257, s0.acc: 92.8711, s0.loss_bbox: 0.2626, s0.loss_mask: 0.2673, s1.loss_cls: 0.1035, s1.acc: 93.2310, s1.loss_bbox: 0.1135, s1.loss_mask: 0.1294, s2.loss_cls: 0.0484, s2.acc: 93.4780, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0602, loss: 1.3379 +2025-06-30 22:13:21,881 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 2 days, 21:42:43, time: 0.951, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0531, loss_rpn_bbox: 0.0321, s0.loss_cls: 0.2328, s0.acc: 92.8350, s0.loss_bbox: 0.2604, s0.loss_mask: 0.2735, s1.loss_cls: 0.1073, s1.acc: 93.0747, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1318, s2.loss_cls: 0.0502, s2.acc: 93.3357, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0616, loss: 1.3567 +2025-06-30 22:14:17,801 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 2 days, 21:46:21, time: 1.118, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0527, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2160, s0.acc: 93.0488, s0.loss_bbox: 0.2643, s0.loss_mask: 0.2752, s1.loss_cls: 0.1015, s1.acc: 93.2446, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1335, s2.loss_cls: 0.0481, s2.acc: 93.4476, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0625, loss: 1.3428 +2025-06-30 22:15:14,625 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 2 days, 21:50:30, time: 1.137, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0523, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2034, s0.acc: 93.6943, s0.loss_bbox: 0.2312, s0.loss_mask: 0.2672, s1.loss_cls: 0.0941, s1.acc: 93.9833, s1.loss_bbox: 0.1003, s1.loss_mask: 0.1302, s2.loss_cls: 0.0445, s2.acc: 94.0426, s2.loss_bbox: 0.0374, s2.loss_mask: 0.0613, loss: 1.2532 +2025-06-30 22:16:02,102 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 2 days, 21:48:47, time: 0.949, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2116, s0.acc: 93.3169, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2713, s1.loss_cls: 0.0984, s1.acc: 93.6445, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1324, s2.loss_cls: 0.0462, s2.acc: 93.7554, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0618, loss: 1.2971 +2025-06-30 22:16:49,452 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 22:16:49,453 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 2 days, 21:47:01, time: 0.947, data_time: 0.021, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0494, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2169, s0.acc: 93.1082, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2682, s1.loss_cls: 0.0992, s1.acc: 93.4551, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1293, s2.loss_cls: 0.0464, s2.acc: 93.7557, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0602, loss: 1.3068 +2025-06-30 22:17:37,026 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 2 days, 21:45:24, time: 0.951, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2167, s0.acc: 93.0547, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2718, s1.loss_cls: 0.1002, s1.acc: 93.4409, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1316, s2.loss_cls: 0.0475, s2.acc: 93.7149, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0610, loss: 1.3130 +2025-06-30 22:18:24,762 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 2 days, 21:43:53, time: 0.955, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2143, s0.acc: 93.1152, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2653, s1.loss_cls: 0.0988, s1.acc: 93.5330, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1286, s2.loss_cls: 0.0466, s2.acc: 93.6695, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0601, loss: 1.2956 +2025-06-30 22:19:12,098 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 2 days, 21:42:09, time: 0.947, data_time: 0.021, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0489, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2099, s0.acc: 93.2561, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2746, s1.loss_cls: 0.0977, s1.acc: 93.5371, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1331, s2.loss_cls: 0.0466, s2.acc: 93.5870, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0621, loss: 1.3066 +2025-06-30 22:19:59,409 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 2 days, 21:40:25, time: 0.946, data_time: 0.021, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0503, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2080, s0.acc: 93.5334, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2670, s1.loss_cls: 0.0948, s1.acc: 93.9068, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1291, s2.loss_cls: 0.0443, s2.acc: 94.0737, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0602, loss: 1.2680 +2025-06-30 22:20:46,901 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 2 days, 21:38:47, time: 0.950, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0497, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1996, s0.acc: 93.6694, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2635, s1.loss_cls: 0.0939, s1.acc: 93.8403, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1281, s2.loss_cls: 0.0434, s2.acc: 94.1663, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0597, loss: 1.2394 +2025-06-30 22:21:56,580 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 2 days, 21:50:09, time: 1.393, data_time: 0.021, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2134, s0.acc: 93.1416, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2722, s1.loss_cls: 0.1000, s1.acc: 93.4004, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1332, s2.loss_cls: 0.0465, s2.acc: 93.6008, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0623, loss: 1.3084 +2025-06-30 22:22:33,630 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-30 22:25:58,880 - mmdet - INFO - Evaluating bbox... +2025-06-30 22:26:34,754 - mmdet - INFO - Evaluating segm... +2025-06-30 22:27:14,223 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-06-30 22:27:14,223 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.3880, bbox_mAP_50: 0.5620, bbox_mAP_75: 0.4150, bbox_mAP_s: 0.2250, bbox_mAP_m: 0.4120, bbox_mAP_l: 0.5390, bbox_mAP_copypaste: 0.388 0.562 0.415 0.225 0.412 0.539, segm_mAP: 0.3360, segm_mAP_50: 0.5340, segm_mAP_75: 0.3580, segm_mAP_s: 0.1790, segm_mAP_m: 0.3570, segm_mAP_l: 0.4860, segm_mAP_copypaste: 0.336 0.534 0.358 0.179 0.357 0.486 +2025-06-30 22:29:23,722 - mmdet - INFO - Epoch [2][50/7330] lr: 1.000e-04, eta: 2 days, 22:18:26, time: 2.589, data_time: 1.567, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0490, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2225, s0.acc: 92.8943, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2686, s1.loss_cls: 0.1014, s1.acc: 93.4106, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1289, s2.loss_cls: 0.0470, s2.acc: 93.6937, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0599, loss: 1.3191 +2025-06-30 22:30:15,136 - mmdet - INFO - Epoch [2][100/7330] lr: 1.000e-04, eta: 2 days, 22:18:49, time: 1.028, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2196, s0.acc: 93.1475, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2661, s1.loss_cls: 0.0995, s1.acc: 93.5707, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1284, s2.loss_cls: 0.0462, s2.acc: 93.7676, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0592, loss: 1.2999 +2025-06-30 22:31:07,428 - mmdet - INFO - Epoch [2][150/7330] lr: 1.000e-04, eta: 2 days, 22:19:39, time: 1.045, data_time: 0.037, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2197, s0.acc: 92.9644, s0.loss_bbox: 0.2650, s0.loss_mask: 0.2740, s1.loss_cls: 0.1006, s1.acc: 93.4802, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1327, s2.loss_cls: 0.0472, s2.acc: 93.6426, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0612, loss: 1.3363 +2025-06-30 22:31:59,485 - mmdet - INFO - Epoch [2][200/7330] lr: 1.000e-04, eta: 2 days, 22:20:22, time: 1.041, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2212, s0.acc: 93.1140, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2699, s1.loss_cls: 0.1020, s1.acc: 93.3490, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1309, s2.loss_cls: 0.0481, s2.acc: 93.5359, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0607, loss: 1.3236 +2025-06-30 22:32:50,481 - mmdet - INFO - Epoch [2][250/7330] lr: 1.000e-04, eta: 2 days, 22:20:27, time: 1.020, data_time: 0.034, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2141, s0.acc: 93.1848, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2686, s1.loss_cls: 0.0980, s1.acc: 93.5559, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1308, s2.loss_cls: 0.0452, s2.acc: 93.8586, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0608, loss: 1.2933 +2025-06-30 22:34:01,997 - mmdet - INFO - Epoch [2][300/7330] lr: 1.000e-04, eta: 2 days, 22:32:00, time: 1.430, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2133, s0.acc: 93.3113, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2710, s1.loss_cls: 0.0980, s1.acc: 93.5730, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1315, s2.loss_cls: 0.0456, s2.acc: 93.8451, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0614, loss: 1.2950 +2025-06-30 22:34:52,164 - mmdet - INFO - Epoch [2][350/7330] lr: 1.000e-04, eta: 2 days, 22:31:31, time: 1.003, data_time: 0.033, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2081, s0.acc: 93.3691, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2700, s1.loss_cls: 0.0973, s1.acc: 93.6330, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1308, s2.loss_cls: 0.0459, s2.acc: 93.7018, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0603, loss: 1.2866 +2025-06-30 22:35:41,406 - mmdet - INFO - Epoch [2][400/7330] lr: 1.000e-04, eta: 2 days, 22:30:31, time: 0.985, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2103, s0.acc: 93.4001, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2743, s1.loss_cls: 0.0969, s1.acc: 93.6718, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1328, s2.loss_cls: 0.0446, s2.acc: 94.1161, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0611, loss: 1.2867 +2025-06-30 22:36:30,935 - mmdet - INFO - Epoch [2][450/7330] lr: 1.000e-04, eta: 2 days, 22:29:41, time: 0.990, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0522, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2298, s0.acc: 92.7612, s0.loss_bbox: 0.2672, s0.loss_mask: 0.2761, s1.loss_cls: 0.1055, s1.acc: 93.1012, s1.loss_bbox: 0.1156, s1.loss_mask: 0.1334, s2.loss_cls: 0.0490, s2.acc: 93.4423, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0618, loss: 1.3639 +2025-06-30 22:37:20,198 - mmdet - INFO - Epoch [2][500/7330] lr: 1.000e-04, eta: 2 days, 22:28:42, time: 0.985, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0501, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2167, s0.acc: 93.2393, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2717, s1.loss_cls: 0.1004, s1.acc: 93.5225, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1316, s2.loss_cls: 0.0472, s2.acc: 93.7390, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0617, loss: 1.3080 +2025-06-30 22:38:08,889 - mmdet - INFO - Epoch [2][550/7330] lr: 1.000e-04, eta: 2 days, 22:27:24, time: 0.974, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2081, s0.acc: 93.3652, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2687, s1.loss_cls: 0.0954, s1.acc: 93.6948, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1297, s2.loss_cls: 0.0446, s2.acc: 93.9096, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0606, loss: 1.2836 +2025-06-30 22:38:58,359 - mmdet - INFO - Epoch [2][600/7330] lr: 1.000e-04, eta: 2 days, 22:26:32, time: 0.989, data_time: 0.033, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0521, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2176, s0.acc: 92.9680, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2679, s1.loss_cls: 0.1008, s1.acc: 93.3071, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1311, s2.loss_cls: 0.0469, s2.acc: 93.6285, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0612, loss: 1.3241 +2025-06-30 22:39:50,051 - mmdet - INFO - Epoch [2][650/7330] lr: 1.000e-04, eta: 2 days, 22:26:53, time: 1.034, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2160, s0.acc: 93.1306, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2725, s1.loss_cls: 0.1004, s1.acc: 93.3437, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1315, s2.loss_cls: 0.0473, s2.acc: 93.5340, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0615, loss: 1.3076 +2025-06-30 22:40:58,899 - mmdet - INFO - Epoch [2][700/7330] lr: 1.000e-04, eta: 2 days, 22:36:18, time: 1.377, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2150, s0.acc: 93.2385, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2681, s1.loss_cls: 0.0981, s1.acc: 93.5988, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1291, s2.loss_cls: 0.0461, s2.acc: 93.7952, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0598, loss: 1.2949 +2025-06-30 22:41:47,414 - mmdet - INFO - Epoch [2][750/7330] lr: 1.000e-04, eta: 2 days, 22:34:51, time: 0.970, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2135, s0.acc: 93.1885, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2692, s1.loss_cls: 0.0976, s1.acc: 93.5830, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1300, s2.loss_cls: 0.0460, s2.acc: 93.8293, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0599, loss: 1.2924 +2025-06-30 22:42:35,972 - mmdet - INFO - Epoch [2][800/7330] lr: 1.000e-04, eta: 2 days, 22:33:27, time: 0.972, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2195, s0.acc: 93.0376, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2659, s1.loss_cls: 0.1017, s1.acc: 93.4165, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1286, s2.loss_cls: 0.0473, s2.acc: 93.6121, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0596, loss: 1.3096 +2025-06-30 22:43:25,059 - mmdet - INFO - Epoch [2][850/7330] lr: 1.000e-04, eta: 2 days, 22:32:19, time: 0.982, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0492, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2068, s0.acc: 93.3713, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2632, s1.loss_cls: 0.0955, s1.acc: 93.6866, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1280, s2.loss_cls: 0.0459, s2.acc: 93.8405, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0591, loss: 1.2743 +2025-06-30 22:44:13,339 - mmdet - INFO - Epoch [2][900/7330] lr: 1.000e-04, eta: 2 days, 22:30:47, time: 0.966, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2057, s0.acc: 93.4109, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2639, s1.loss_cls: 0.0960, s1.acc: 93.7304, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1288, s2.loss_cls: 0.0452, s2.acc: 93.8289, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0600, loss: 1.2738 +2025-06-30 22:45:01,678 - mmdet - INFO - Epoch [2][950/7330] lr: 1.000e-04, eta: 2 days, 22:29:17, time: 0.967, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2114, s0.acc: 93.2451, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2630, s1.loss_cls: 0.0982, s1.acc: 93.5724, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1270, s2.loss_cls: 0.0458, s2.acc: 93.6483, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0588, loss: 1.2820 +2025-06-30 22:45:50,344 - mmdet - INFO - Epoch [2][1000/7330] lr: 1.000e-04, eta: 2 days, 22:27:57, time: 0.973, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2066, s0.acc: 93.3928, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2655, s1.loss_cls: 0.0952, s1.acc: 93.7266, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1290, s2.loss_cls: 0.0446, s2.acc: 93.8777, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0599, loss: 1.2687 +2025-06-30 22:46:39,595 - mmdet - INFO - Epoch [2][1050/7330] lr: 1.000e-04, eta: 2 days, 22:26:56, time: 0.985, data_time: 0.032, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0513, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2155, s0.acc: 93.0813, s0.loss_bbox: 0.2620, s0.loss_mask: 0.2646, s1.loss_cls: 0.0988, s1.acc: 93.4885, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1288, s2.loss_cls: 0.0461, s2.acc: 93.6786, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0601, loss: 1.3111 +2025-06-30 22:47:32,895 - mmdet - INFO - Epoch [2][1100/7330] lr: 1.000e-04, eta: 2 days, 22:27:57, time: 1.066, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2124, s0.acc: 93.3120, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2658, s1.loss_cls: 0.0965, s1.acc: 93.6565, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1287, s2.loss_cls: 0.0451, s2.acc: 93.8480, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0605, loss: 1.2792 +2025-06-30 22:48:37,090 - mmdet - INFO - Epoch [2][1150/7330] lr: 1.000e-04, eta: 2 days, 22:34:26, time: 1.284, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1985, s0.acc: 93.7510, s0.loss_bbox: 0.2358, s0.loss_mask: 0.2704, s1.loss_cls: 0.0918, s1.acc: 94.0134, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1318, s2.loss_cls: 0.0429, s2.acc: 94.2369, s2.loss_bbox: 0.0382, s2.loss_mask: 0.0615, loss: 1.2469 +2025-06-30 22:49:24,933 - mmdet - INFO - Epoch [2][1200/7330] lr: 1.000e-04, eta: 2 days, 22:32:39, time: 0.957, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2051, s0.acc: 93.4346, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2618, s1.loss_cls: 0.0958, s1.acc: 93.6722, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1278, s2.loss_cls: 0.0448, s2.acc: 93.9374, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0596, loss: 1.2633 +2025-06-30 22:50:13,528 - mmdet - INFO - Epoch [2][1250/7330] lr: 1.000e-04, eta: 2 days, 22:31:16, time: 0.972, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0517, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2224, s0.acc: 92.9209, s0.loss_bbox: 0.2649, s0.loss_mask: 0.2763, s1.loss_cls: 0.1021, s1.acc: 93.3293, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1339, s2.loss_cls: 0.0476, s2.acc: 93.6019, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0622, loss: 1.3499 +2025-06-30 22:51:01,164 - mmdet - INFO - Epoch [2][1300/7330] lr: 1.000e-04, eta: 2 days, 22:29:24, time: 0.953, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0484, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2123, s0.acc: 93.3035, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2639, s1.loss_cls: 0.0967, s1.acc: 93.6820, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1281, s2.loss_cls: 0.0448, s2.acc: 94.0093, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0599, loss: 1.2891 +2025-06-30 22:51:49,408 - mmdet - INFO - Epoch [2][1350/7330] lr: 1.000e-04, eta: 2 days, 22:27:51, time: 0.965, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2049, s0.acc: 93.4656, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2668, s1.loss_cls: 0.0943, s1.acc: 93.7535, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1291, s2.loss_cls: 0.0439, s2.acc: 94.0743, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0603, loss: 1.2724 +2025-06-30 22:52:36,775 - mmdet - INFO - Epoch [2][1400/7330] lr: 1.000e-04, eta: 2 days, 22:25:54, time: 0.947, data_time: 0.022, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2104, s0.acc: 93.4302, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2621, s1.loss_cls: 0.0980, s1.acc: 93.6987, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1274, s2.loss_cls: 0.0454, s2.acc: 93.9538, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0591, loss: 1.2671 +2025-06-30 22:53:24,459 - mmdet - INFO - Epoch [2][1450/7330] lr: 1.000e-04, eta: 2 days, 22:24:06, time: 0.954, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2153, s0.acc: 93.1335, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2655, s1.loss_cls: 0.0991, s1.acc: 93.5264, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1278, s2.loss_cls: 0.0463, s2.acc: 93.7721, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0595, loss: 1.2974 +2025-06-30 22:54:15,422 - mmdet - INFO - Epoch [2][1500/7330] lr: 1.000e-04, eta: 2 days, 22:23:53, time: 1.019, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0324, s0.loss_cls: 0.2196, s0.acc: 92.9592, s0.loss_bbox: 0.2589, s0.loss_mask: 0.2664, s1.loss_cls: 0.1003, s1.acc: 93.2840, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1290, s2.loss_cls: 0.0465, s2.acc: 93.5914, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0598, loss: 1.3173 +2025-06-30 22:55:20,564 - mmdet - INFO - Epoch [2][1550/7330] lr: 1.000e-04, eta: 2 days, 22:30:27, time: 1.303, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2074, s0.acc: 93.4265, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2695, s1.loss_cls: 0.0950, s1.acc: 93.7919, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1306, s2.loss_cls: 0.0450, s2.acc: 93.9891, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0610, loss: 1.2750 +2025-06-30 22:56:07,944 - mmdet - INFO - Epoch [2][1600/7330] lr: 1.000e-04, eta: 2 days, 22:28:29, time: 0.948, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2060, s0.acc: 93.4155, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2675, s1.loss_cls: 0.0938, s1.acc: 93.7591, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1288, s2.loss_cls: 0.0436, s2.acc: 94.0057, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0594, loss: 1.2668 +2025-06-30 22:56:55,522 - mmdet - INFO - Epoch [2][1650/7330] lr: 1.000e-04, eta: 2 days, 22:26:38, time: 0.951, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2109, s0.acc: 93.3748, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2618, s1.loss_cls: 0.0974, s1.acc: 93.7109, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1269, s2.loss_cls: 0.0452, s2.acc: 93.9791, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0589, loss: 1.2717 +2025-06-30 22:57:43,044 - mmdet - INFO - Epoch [2][1700/7330] lr: 1.000e-04, eta: 2 days, 22:24:45, time: 0.950, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2000, s0.acc: 93.5054, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2629, s1.loss_cls: 0.0921, s1.acc: 93.8707, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1281, s2.loss_cls: 0.0428, s2.acc: 94.1961, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0595, loss: 1.2521 +2025-06-30 22:58:31,925 - mmdet - INFO - Epoch [2][1750/7330] lr: 1.000e-04, eta: 2 days, 22:23:32, time: 0.978, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2132, s0.acc: 93.2385, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2695, s1.loss_cls: 0.0979, s1.acc: 93.5629, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1303, s2.loss_cls: 0.0459, s2.acc: 93.7089, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0609, loss: 1.3034 +2025-06-30 22:59:19,482 - mmdet - INFO - Epoch [2][1800/7330] lr: 1.000e-04, eta: 2 days, 22:21:41, time: 0.951, data_time: 0.022, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2200, s0.acc: 92.9539, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2692, s1.loss_cls: 0.1027, s1.acc: 93.1903, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1321, s2.loss_cls: 0.0481, s2.acc: 93.4189, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0616, loss: 1.3228 +2025-06-30 23:00:06,984 - mmdet - INFO - Epoch [2][1850/7330] lr: 1.000e-04, eta: 2 days, 22:19:50, time: 0.950, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2063, s0.acc: 93.6641, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2647, s1.loss_cls: 0.0938, s1.acc: 93.9975, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1284, s2.loss_cls: 0.0439, s2.acc: 94.1980, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0602, loss: 1.2494 +2025-06-30 23:00:57,751 - mmdet - INFO - Epoch [2][1900/7330] lr: 1.000e-04, eta: 2 days, 22:19:30, time: 1.016, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2088, s0.acc: 93.3462, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2646, s1.loss_cls: 0.0960, s1.acc: 93.7063, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1284, s2.loss_cls: 0.0452, s2.acc: 93.9158, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0597, loss: 1.2768 +2025-06-30 23:02:03,228 - mmdet - INFO - Epoch [2][1950/7330] lr: 1.000e-04, eta: 2 days, 22:25:53, time: 1.310, data_time: 0.033, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2100, s0.acc: 93.3894, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2669, s1.loss_cls: 0.0976, s1.acc: 93.6762, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1291, s2.loss_cls: 0.0453, s2.acc: 93.9559, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0596, loss: 1.2705 +2025-06-30 23:02:51,562 - mmdet - INFO - Epoch [2][2000/7330] lr: 1.000e-04, eta: 2 days, 22:24:23, time: 0.967, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2115, s0.acc: 93.1870, s0.loss_bbox: 0.2595, s0.loss_mask: 0.2704, s1.loss_cls: 0.0963, s1.acc: 93.6315, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1316, s2.loss_cls: 0.0449, s2.acc: 93.9671, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0614, loss: 1.3072 +2025-06-30 23:03:39,573 - mmdet - INFO - Epoch [2][2050/7330] lr: 1.000e-04, eta: 2 days, 22:22:44, time: 0.960, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2095, s0.acc: 93.2551, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2656, s1.loss_cls: 0.0979, s1.acc: 93.5228, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1307, s2.loss_cls: 0.0460, s2.acc: 93.8074, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0609, loss: 1.2868 +2025-06-30 23:04:27,536 - mmdet - INFO - Epoch [2][2100/7330] lr: 1.000e-04, eta: 2 days, 22:21:06, time: 0.960, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2140, s0.acc: 93.2070, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2692, s1.loss_cls: 0.0977, s1.acc: 93.5053, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1302, s2.loss_cls: 0.0459, s2.acc: 93.7092, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0610, loss: 1.2988 +2025-06-30 23:05:14,618 - mmdet - INFO - Epoch [2][2150/7330] lr: 1.000e-04, eta: 2 days, 22:19:04, time: 0.942, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2123, s0.acc: 93.1924, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2654, s1.loss_cls: 0.0981, s1.acc: 93.4440, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1284, s2.loss_cls: 0.0465, s2.acc: 93.7061, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0603, loss: 1.2905 +2025-06-30 23:06:01,899 - mmdet - INFO - Epoch [2][2200/7330] lr: 1.000e-04, eta: 2 days, 22:17:09, time: 0.946, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1937, s0.acc: 93.7578, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2642, s1.loss_cls: 0.0898, s1.acc: 94.0494, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1284, s2.loss_cls: 0.0425, s2.acc: 94.2718, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0603, loss: 1.2380 +2025-06-30 23:06:49,915 - mmdet - INFO - Epoch [2][2250/7330] lr: 1.000e-04, eta: 2 days, 22:15:33, time: 0.960, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2173, s0.acc: 93.1472, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2629, s1.loss_cls: 0.1000, s1.acc: 93.4841, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1287, s2.loss_cls: 0.0466, s2.acc: 93.6473, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0601, loss: 1.2942 +2025-06-30 23:07:37,913 - mmdet - INFO - Epoch [2][2300/7330] lr: 1.000e-04, eta: 2 days, 22:13:58, time: 0.960, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2122, s0.acc: 93.0342, s0.loss_bbox: 0.2614, s0.loss_mask: 0.2716, s1.loss_cls: 0.0978, s1.acc: 93.4005, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1317, s2.loss_cls: 0.0459, s2.acc: 93.5781, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0607, loss: 1.3109 +2025-06-30 23:08:36,340 - mmdet - INFO - Epoch [2][2350/7330] lr: 1.000e-04, eta: 2 days, 22:16:56, time: 1.169, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2154, s0.acc: 93.1184, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2691, s1.loss_cls: 0.0977, s1.acc: 93.5341, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1314, s2.loss_cls: 0.0462, s2.acc: 93.7002, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0611, loss: 1.2963 +2025-06-30 23:09:31,886 - mmdet - INFO - Epoch [2][2400/7330] lr: 1.000e-04, eta: 2 days, 22:18:38, time: 1.111, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2000, s0.acc: 93.7004, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2606, s1.loss_cls: 0.0920, s1.acc: 94.0520, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1278, s2.loss_cls: 0.0437, s2.acc: 94.2147, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0598, loss: 1.2357 +2025-06-30 23:10:20,421 - mmdet - INFO - Epoch [2][2450/7330] lr: 1.000e-04, eta: 2 days, 22:17:15, time: 0.971, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0483, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2165, s0.acc: 93.2341, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2668, s1.loss_cls: 0.0978, s1.acc: 93.6777, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1292, s2.loss_cls: 0.0463, s2.acc: 93.8055, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0604, loss: 1.3059 +2025-06-30 23:11:07,694 - mmdet - INFO - Epoch [2][2500/7330] lr: 1.000e-04, eta: 2 days, 22:15:20, time: 0.945, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2047, s0.acc: 93.4519, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2657, s1.loss_cls: 0.0941, s1.acc: 93.7774, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1293, s2.loss_cls: 0.0442, s2.acc: 93.9772, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0599, loss: 1.2618 +2025-06-30 23:11:55,475 - mmdet - INFO - Epoch [2][2550/7330] lr: 1.000e-04, eta: 2 days, 22:13:39, time: 0.956, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2046, s0.acc: 93.5017, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2608, s1.loss_cls: 0.0944, s1.acc: 93.8835, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1274, s2.loss_cls: 0.0445, s2.acc: 94.0270, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0591, loss: 1.2659 +2025-06-30 23:12:43,824 - mmdet - INFO - Epoch [2][2600/7330] lr: 1.000e-04, eta: 2 days, 22:12:13, time: 0.967, data_time: 0.032, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2160, s0.acc: 93.1631, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2652, s1.loss_cls: 0.1001, s1.acc: 93.4373, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1291, s2.loss_cls: 0.0471, s2.acc: 93.6780, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0600, loss: 1.2987 +2025-06-30 23:13:31,460 - mmdet - INFO - Epoch [2][2650/7330] lr: 1.000e-04, eta: 2 days, 22:10:28, time: 0.952, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0512, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2110, s0.acc: 93.2844, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2659, s1.loss_cls: 0.0979, s1.acc: 93.5384, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1299, s2.loss_cls: 0.0458, s2.acc: 93.7593, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0600, loss: 1.2931 +2025-06-30 23:14:19,354 - mmdet - INFO - Epoch [2][2700/7330] lr: 1.000e-04, eta: 2 days, 22:08:52, time: 0.958, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2114, s0.acc: 93.2117, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2700, s1.loss_cls: 0.0972, s1.acc: 93.5238, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1306, s2.loss_cls: 0.0453, s2.acc: 93.7110, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0604, loss: 1.3064 +2025-06-30 23:15:09,613 - mmdet - INFO - Epoch [2][2750/7330] lr: 1.000e-04, eta: 2 days, 22:08:16, time: 1.005, data_time: 0.032, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2067, s0.acc: 93.2996, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2675, s1.loss_cls: 0.0957, s1.acc: 93.5891, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1304, s2.loss_cls: 0.0452, s2.acc: 93.7639, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0607, loss: 1.2730 +2025-06-30 23:16:12,760 - mmdet - INFO - Epoch [2][2800/7330] lr: 1.000e-04, eta: 2 days, 22:13:02, time: 1.263, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2063, s0.acc: 93.3865, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2701, s1.loss_cls: 0.0961, s1.acc: 93.6412, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1316, s2.loss_cls: 0.0451, s2.acc: 93.8777, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0609, loss: 1.2850 +2025-06-30 23:17:00,730 - mmdet - INFO - Epoch [2][2850/7330] lr: 1.000e-04, eta: 2 days, 22:11:25, time: 0.959, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2104, s0.acc: 93.2173, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2604, s1.loss_cls: 0.0963, s1.acc: 93.5819, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1258, s2.loss_cls: 0.0451, s2.acc: 93.8691, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0585, loss: 1.2740 +2025-06-30 23:17:48,512 - mmdet - INFO - Epoch [2][2900/7330] lr: 1.000e-04, eta: 2 days, 22:09:46, time: 0.956, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2056, s0.acc: 93.3965, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2667, s1.loss_cls: 0.0951, s1.acc: 93.6874, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1300, s2.loss_cls: 0.0448, s2.acc: 93.9028, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0612, loss: 1.2843 +2025-06-30 23:18:36,524 - mmdet - INFO - Epoch [2][2950/7330] lr: 1.000e-04, eta: 2 days, 22:08:13, time: 0.961, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0518, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2149, s0.acc: 93.1821, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2676, s1.loss_cls: 0.0988, s1.acc: 93.5233, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1295, s2.loss_cls: 0.0461, s2.acc: 93.7833, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0599, loss: 1.3036 +2025-06-30 23:19:24,055 - mmdet - INFO - Epoch [2][3000/7330] lr: 1.000e-04, eta: 2 days, 22:06:27, time: 0.950, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2145, s0.acc: 93.1936, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2690, s1.loss_cls: 0.0984, s1.acc: 93.5960, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1294, s2.loss_cls: 0.0461, s2.acc: 93.8169, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0601, loss: 1.2960 +2025-06-30 23:20:12,515 - mmdet - INFO - Epoch [2][3050/7330] lr: 1.000e-04, eta: 2 days, 22:05:05, time: 0.969, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0312, s0.loss_cls: 0.2106, s0.acc: 93.1687, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2622, s1.loss_cls: 0.0966, s1.acc: 93.5162, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1274, s2.loss_cls: 0.0458, s2.acc: 93.6573, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0592, loss: 1.2846 +2025-06-30 23:20:59,767 - mmdet - INFO - Epoch [2][3100/7330] lr: 1.000e-04, eta: 2 days, 22:03:15, time: 0.945, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2081, s0.acc: 93.4006, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2636, s1.loss_cls: 0.0971, s1.acc: 93.6611, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1292, s2.loss_cls: 0.0460, s2.acc: 93.8121, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0603, loss: 1.2785 +2025-06-30 23:21:50,103 - mmdet - INFO - Epoch [2][3150/7330] lr: 1.000e-04, eta: 2 days, 22:02:39, time: 1.007, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2031, s0.acc: 93.5269, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2614, s1.loss_cls: 0.0934, s1.acc: 93.8876, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1277, s2.loss_cls: 0.0441, s2.acc: 93.9950, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0593, loss: 1.2595 +2025-06-30 23:22:55,201 - mmdet - INFO - Epoch [2][3200/7330] lr: 1.000e-04, eta: 2 days, 22:07:59, time: 1.302, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2014, s0.acc: 93.6248, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2616, s1.loss_cls: 0.0940, s1.acc: 93.8992, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1280, s2.loss_cls: 0.0446, s2.acc: 93.8978, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0598, loss: 1.2554 +2025-06-30 23:23:42,841 - mmdet - INFO - Epoch [2][3250/7330] lr: 1.000e-04, eta: 2 days, 22:06:16, time: 0.953, data_time: 0.032, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2079, s0.acc: 93.3032, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2644, s1.loss_cls: 0.0968, s1.acc: 93.6535, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1279, s2.loss_cls: 0.0453, s2.acc: 93.8464, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0597, loss: 1.2785 +2025-06-30 23:24:30,266 - mmdet - INFO - Epoch [2][3300/7330] lr: 1.000e-04, eta: 2 days, 22:04:29, time: 0.948, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2049, s0.acc: 93.6187, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2579, s1.loss_cls: 0.0935, s1.acc: 94.0257, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1241, s2.loss_cls: 0.0439, s2.acc: 94.1476, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0579, loss: 1.2396 +2025-06-30 23:25:17,890 - mmdet - INFO - Epoch [2][3350/7330] lr: 1.000e-04, eta: 2 days, 22:02:48, time: 0.953, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2186, s0.acc: 93.1899, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2689, s1.loss_cls: 0.1022, s1.acc: 93.4310, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1305, s2.loss_cls: 0.0481, s2.acc: 93.5893, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0612, loss: 1.3119 +2025-06-30 23:26:05,241 - mmdet - INFO - Epoch [2][3400/7330] lr: 1.000e-04, eta: 2 days, 22:01:00, time: 0.947, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2026, s0.acc: 93.7126, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2639, s1.loss_cls: 0.0933, s1.acc: 94.0490, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1283, s2.loss_cls: 0.0445, s2.acc: 94.0645, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0600, loss: 1.2521 +2025-06-30 23:26:51,843 - mmdet - INFO - Epoch [2][3450/7330] lr: 1.000e-04, eta: 2 days, 21:58:56, time: 0.932, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1927, s0.acc: 93.9294, s0.loss_bbox: 0.2286, s0.loss_mask: 0.2600, s1.loss_cls: 0.0891, s1.acc: 94.2267, s1.loss_bbox: 0.1009, s1.loss_mask: 0.1276, s2.loss_cls: 0.0421, s2.acc: 94.3721, s2.loss_bbox: 0.0379, s2.loss_mask: 0.0594, loss: 1.2055 +2025-06-30 23:27:39,776 - mmdet - INFO - Epoch [2][3500/7330] lr: 1.000e-04, eta: 2 days, 21:57:23, time: 0.959, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0498, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2159, s0.acc: 93.1113, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2694, s1.loss_cls: 0.1004, s1.acc: 93.4416, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1311, s2.loss_cls: 0.0469, s2.acc: 93.6081, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0610, loss: 1.3196 +2025-06-30 23:28:29,456 - mmdet - INFO - Epoch [2][3550/7330] lr: 1.000e-04, eta: 2 days, 21:56:32, time: 0.994, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2147, s0.acc: 93.1990, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2704, s1.loss_cls: 0.1002, s1.acc: 93.3543, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1315, s2.loss_cls: 0.0469, s2.acc: 93.6529, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0612, loss: 1.3023 +2025-06-30 23:29:24,873 - mmdet - INFO - Epoch [2][3600/7330] lr: 1.000e-04, eta: 2 days, 21:57:53, time: 1.108, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2020, s0.acc: 93.5901, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2579, s1.loss_cls: 0.0934, s1.acc: 93.9089, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1261, s2.loss_cls: 0.0438, s2.acc: 94.0746, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0579, loss: 1.2407 +2025-06-30 23:30:20,046 - mmdet - INFO - Epoch [2][3650/7330] lr: 1.000e-04, eta: 2 days, 21:59:07, time: 1.103, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2066, s0.acc: 93.3118, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2665, s1.loss_cls: 0.0961, s1.acc: 93.6149, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1296, s2.loss_cls: 0.0452, s2.acc: 93.7429, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0604, loss: 1.2761 +2025-06-30 23:31:08,458 - mmdet - INFO - Epoch [2][3700/7330] lr: 1.000e-04, eta: 2 days, 21:57:45, time: 0.968, data_time: 0.035, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2107, s0.acc: 93.2727, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2604, s1.loss_cls: 0.0967, s1.acc: 93.6029, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1268, s2.loss_cls: 0.0455, s2.acc: 93.7879, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0592, loss: 1.2698 +2025-06-30 23:31:55,852 - mmdet - INFO - Epoch [2][3750/7330] lr: 1.000e-04, eta: 2 days, 21:56:00, time: 0.948, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2066, s0.acc: 93.3694, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2614, s1.loss_cls: 0.0942, s1.acc: 93.7704, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1275, s2.loss_cls: 0.0447, s2.acc: 93.9499, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0594, loss: 1.2623 +2025-06-30 23:32:43,870 - mmdet - INFO - Epoch [2][3800/7330] lr: 1.000e-04, eta: 2 days, 21:54:30, time: 0.960, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2172, s0.acc: 93.0876, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2660, s1.loss_cls: 0.1009, s1.acc: 93.3249, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1295, s2.loss_cls: 0.0472, s2.acc: 93.6260, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0607, loss: 1.3120 +2025-06-30 23:33:31,791 - mmdet - INFO - Epoch [2][3850/7330] lr: 1.000e-04, eta: 2 days, 21:52:57, time: 0.958, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2054, s0.acc: 93.4180, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2549, s1.loss_cls: 0.0947, s1.acc: 93.7360, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1244, s2.loss_cls: 0.0449, s2.acc: 93.8740, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0579, loss: 1.2532 +2025-06-30 23:34:19,678 - mmdet - INFO - Epoch [2][3900/7330] lr: 1.000e-04, eta: 2 days, 21:51:26, time: 0.958, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2184, s0.acc: 93.1680, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2660, s1.loss_cls: 0.1006, s1.acc: 93.5705, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1290, s2.loss_cls: 0.0476, s2.acc: 93.6506, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0598, loss: 1.3071 +2025-06-30 23:35:07,789 - mmdet - INFO - Epoch [2][3950/7330] lr: 1.000e-04, eta: 2 days, 21:49:58, time: 0.962, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0526, loss_rpn_bbox: 0.0313, s0.loss_cls: 0.2203, s0.acc: 93.0229, s0.loss_bbox: 0.2637, s0.loss_mask: 0.2658, s1.loss_cls: 0.1025, s1.acc: 93.2455, s1.loss_bbox: 0.1149, s1.loss_mask: 0.1287, s2.loss_cls: 0.0477, s2.acc: 93.4738, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0598, loss: 1.3311 +2025-06-30 23:35:58,157 - mmdet - INFO - Epoch [2][4000/7330] lr: 1.000e-04, eta: 2 days, 21:49:22, time: 1.008, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2068, s0.acc: 93.3916, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2599, s1.loss_cls: 0.0954, s1.acc: 93.7575, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1261, s2.loss_cls: 0.0452, s2.acc: 93.8856, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0584, loss: 1.2599 +2025-06-30 23:37:03,416 - mmdet - INFO - Epoch [2][4050/7330] lr: 1.000e-04, eta: 2 days, 21:54:16, time: 1.305, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2056, s0.acc: 93.4375, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2618, s1.loss_cls: 0.0947, s1.acc: 93.7450, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1274, s2.loss_cls: 0.0441, s2.acc: 93.9695, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0598, loss: 1.2645 +2025-06-30 23:37:50,990 - mmdet - INFO - Epoch [2][4100/7330] lr: 1.000e-04, eta: 2 days, 21:52:37, time: 0.952, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0469, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2016, s0.acc: 93.4854, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2646, s1.loss_cls: 0.0918, s1.acc: 93.8829, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1272, s2.loss_cls: 0.0439, s2.acc: 94.0159, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0589, loss: 1.2562 +2025-06-30 23:38:38,564 - mmdet - INFO - Epoch [2][4150/7330] lr: 1.000e-04, eta: 2 days, 21:50:57, time: 0.951, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2015, s0.acc: 93.5671, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2581, s1.loss_cls: 0.0935, s1.acc: 93.8748, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1262, s2.loss_cls: 0.0442, s2.acc: 94.0013, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0591, loss: 1.2327 +2025-06-30 23:39:26,016 - mmdet - INFO - Epoch [2][4200/7330] lr: 1.000e-04, eta: 2 days, 21:49:16, time: 0.949, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2113, s0.acc: 93.2014, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2643, s1.loss_cls: 0.0978, s1.acc: 93.5289, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1295, s2.loss_cls: 0.0463, s2.acc: 93.6365, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0604, loss: 1.2880 +2025-06-30 23:40:13,846 - mmdet - INFO - Epoch [2][4250/7330] lr: 1.000e-04, eta: 2 days, 21:47:42, time: 0.956, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1999, s0.acc: 93.5520, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2606, s1.loss_cls: 0.0920, s1.acc: 93.8602, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1265, s2.loss_cls: 0.0436, s2.acc: 94.0262, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0592, loss: 1.2415 +2025-06-30 23:41:02,319 - mmdet - INFO - Epoch [2][4300/7330] lr: 1.000e-04, eta: 2 days, 21:46:25, time: 0.970, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0485, loss_rpn_bbox: 0.0320, s0.loss_cls: 0.2173, s0.acc: 93.0264, s0.loss_bbox: 0.2606, s0.loss_mask: 0.2622, s1.loss_cls: 0.1002, s1.acc: 93.3499, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1286, s2.loss_cls: 0.0475, s2.acc: 93.5649, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0597, loss: 1.3138 +2025-06-30 23:41:50,415 - mmdet - INFO - Epoch [2][4350/7330] lr: 1.000e-04, eta: 2 days, 21:44:58, time: 0.962, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2118, s0.acc: 93.2070, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2619, s1.loss_cls: 0.0976, s1.acc: 93.5575, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1280, s2.loss_cls: 0.0458, s2.acc: 93.8021, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0599, loss: 1.2897 +2025-06-30 23:42:41,281 - mmdet - INFO - Epoch [2][4400/7330] lr: 1.000e-04, eta: 2 days, 21:44:32, time: 1.017, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2085, s0.acc: 93.3933, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2606, s1.loss_cls: 0.0953, s1.acc: 93.7334, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1273, s2.loss_cls: 0.0454, s2.acc: 93.8571, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0587, loss: 1.2776 +2025-06-30 23:43:47,580 - mmdet - INFO - Epoch [2][4450/7330] lr: 1.000e-04, eta: 2 days, 21:49:35, time: 1.326, data_time: 0.038, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2129, s0.acc: 93.1047, s0.loss_bbox: 0.2598, s0.loss_mask: 0.2631, s1.loss_cls: 0.0990, s1.acc: 93.4621, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1286, s2.loss_cls: 0.0457, s2.acc: 93.7008, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0602, loss: 1.3029 +2025-06-30 23:44:35,050 - mmdet - INFO - Epoch [2][4500/7330] lr: 1.000e-04, eta: 2 days, 21:47:55, time: 0.949, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2001, s0.acc: 93.6055, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2608, s1.loss_cls: 0.0922, s1.acc: 93.9846, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1260, s2.loss_cls: 0.0434, s2.acc: 94.1490, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0588, loss: 1.2368 +2025-06-30 23:45:23,054 - mmdet - INFO - Epoch [2][4550/7330] lr: 1.000e-04, eta: 2 days, 21:46:26, time: 0.960, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0499, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2200, s0.acc: 92.9231, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2646, s1.loss_cls: 0.1015, s1.acc: 93.1674, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1288, s2.loss_cls: 0.0471, s2.acc: 93.4621, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0595, loss: 1.3153 +2025-06-30 23:46:11,272 - mmdet - INFO - Epoch [2][4600/7330] lr: 1.000e-04, eta: 2 days, 21:45:02, time: 0.964, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0481, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2145, s0.acc: 93.1875, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2650, s1.loss_cls: 0.0992, s1.acc: 93.4396, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1281, s2.loss_cls: 0.0468, s2.acc: 93.6255, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0598, loss: 1.2927 +2025-06-30 23:46:59,777 - mmdet - INFO - Epoch [2][4650/7330] lr: 1.000e-04, eta: 2 days, 21:43:44, time: 0.970, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0488, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2145, s0.acc: 93.0771, s0.loss_bbox: 0.2591, s0.loss_mask: 0.2652, s1.loss_cls: 0.0979, s1.acc: 93.4857, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1286, s2.loss_cls: 0.0466, s2.acc: 93.5946, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0592, loss: 1.3036 +2025-06-30 23:47:47,785 - mmdet - INFO - Epoch [2][4700/7330] lr: 1.000e-04, eta: 2 days, 21:42:16, time: 0.960, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2037, s0.acc: 93.4670, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2658, s1.loss_cls: 0.0931, s1.acc: 93.7743, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1303, s2.loss_cls: 0.0440, s2.acc: 93.9540, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0608, loss: 1.2696 +2025-06-30 23:48:35,216 - mmdet - INFO - Epoch [2][4750/7330] lr: 1.000e-04, eta: 2 days, 21:40:36, time: 0.949, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2052, s0.acc: 93.4448, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2541, s1.loss_cls: 0.0963, s1.acc: 93.6726, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1243, s2.loss_cls: 0.0452, s2.acc: 93.8734, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0581, loss: 1.2450 +2025-06-30 23:49:25,308 - mmdet - INFO - Epoch [2][4800/7330] lr: 1.000e-04, eta: 2 days, 21:39:52, time: 1.001, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2007, s0.acc: 93.4631, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2593, s1.loss_cls: 0.0929, s1.acc: 93.7876, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1266, s2.loss_cls: 0.0439, s2.acc: 94.0075, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0586, loss: 1.2515 +2025-06-30 23:50:27,939 - mmdet - INFO - Epoch [2][4850/7330] lr: 1.000e-04, eta: 2 days, 21:43:28, time: 1.253, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2006, s0.acc: 93.6089, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2545, s1.loss_cls: 0.0933, s1.acc: 93.9188, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1238, s2.loss_cls: 0.0441, s2.acc: 94.0182, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0577, loss: 1.2332 +2025-06-30 23:51:18,428 - mmdet - INFO - Epoch [2][4900/7330] lr: 1.000e-04, eta: 2 days, 21:42:51, time: 1.010, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2082, s0.acc: 93.2737, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2550, s1.loss_cls: 0.0968, s1.acc: 93.4513, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1246, s2.loss_cls: 0.0452, s2.acc: 93.7235, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0581, loss: 1.2697 +2025-06-30 23:52:06,282 - mmdet - INFO - Epoch [2][4950/7330] lr: 1.000e-04, eta: 2 days, 21:41:19, time: 0.957, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2021, s0.acc: 93.4236, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2592, s1.loss_cls: 0.0935, s1.acc: 93.6694, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1261, s2.loss_cls: 0.0449, s2.acc: 93.7139, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0588, loss: 1.2671 +2025-06-30 23:52:54,704 - mmdet - INFO - Epoch [2][5000/7330] lr: 1.000e-04, eta: 2 days, 21:40:00, time: 0.968, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2075, s0.acc: 93.1714, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2573, s1.loss_cls: 0.0954, s1.acc: 93.4737, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1239, s2.loss_cls: 0.0451, s2.acc: 93.6733, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0576, loss: 1.2780 +2025-06-30 23:53:42,455 - mmdet - INFO - Epoch [2][5050/7330] lr: 1.000e-04, eta: 2 days, 21:38:28, time: 0.955, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2041, s0.acc: 93.4395, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2590, s1.loss_cls: 0.0932, s1.acc: 93.8428, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1259, s2.loss_cls: 0.0437, s2.acc: 94.0795, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0591, loss: 1.2585 +2025-06-30 23:54:30,007 - mmdet - INFO - Epoch [2][5100/7330] lr: 1.000e-04, eta: 2 days, 21:36:52, time: 0.951, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2056, s0.acc: 93.4475, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2631, s1.loss_cls: 0.0941, s1.acc: 93.8592, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1273, s2.loss_cls: 0.0447, s2.acc: 93.9180, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0590, loss: 1.2701 +2025-06-30 23:55:18,425 - mmdet - INFO - Epoch [2][5150/7330] lr: 1.000e-04, eta: 2 days, 21:35:33, time: 0.968, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2130, s0.acc: 93.0764, s0.loss_bbox: 0.2600, s0.loss_mask: 0.2717, s1.loss_cls: 0.0985, s1.acc: 93.4237, s1.loss_bbox: 0.1143, s1.loss_mask: 0.1316, s2.loss_cls: 0.0471, s2.acc: 93.5216, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0611, loss: 1.3168 +2025-06-30 23:56:06,678 - mmdet - INFO - Epoch [2][5200/7330] lr: 1.000e-04, eta: 2 days, 21:34:12, time: 0.965, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2122, s0.acc: 93.0767, s0.loss_bbox: 0.2571, s0.loss_mask: 0.2657, s1.loss_cls: 0.0995, s1.acc: 93.3092, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1299, s2.loss_cls: 0.0470, s2.acc: 93.4453, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0603, loss: 1.3021 +2025-06-30 23:56:59,620 - mmdet - INFO - Epoch [2][5250/7330] lr: 1.000e-04, eta: 2 days, 21:34:24, time: 1.059, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2151, s0.acc: 93.1079, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2631, s1.loss_cls: 0.1000, s1.acc: 93.4223, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1280, s2.loss_cls: 0.0477, s2.acc: 93.5673, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0592, loss: 1.3067 +2025-06-30 23:58:02,443 - mmdet - INFO - Epoch [2][5300/7330] lr: 1.000e-04, eta: 2 days, 21:37:53, time: 1.256, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2045, s0.acc: 93.4731, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2599, s1.loss_cls: 0.0960, s1.acc: 93.6854, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1266, s2.loss_cls: 0.0457, s2.acc: 93.8801, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0589, loss: 1.2731 +2025-06-30 23:58:50,088 - mmdet - INFO - Epoch [2][5350/7330] lr: 1.000e-04, eta: 2 days, 21:36:19, time: 0.953, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2112, s0.acc: 93.1934, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2652, s1.loss_cls: 0.0980, s1.acc: 93.4154, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1287, s2.loss_cls: 0.0463, s2.acc: 93.5588, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0600, loss: 1.2945 +2025-06-30 23:59:37,460 - mmdet - INFO - Epoch [2][5400/7330] lr: 1.000e-04, eta: 2 days, 21:34:39, time: 0.947, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2030, s0.acc: 93.4221, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2612, s1.loss_cls: 0.0946, s1.acc: 93.6701, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1256, s2.loss_cls: 0.0447, s2.acc: 93.9329, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0588, loss: 1.2614 +2025-07-01 00:00:24,983 - mmdet - INFO - Epoch [2][5450/7330] lr: 1.000e-04, eta: 2 days, 21:33:03, time: 0.950, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2057, s0.acc: 93.4260, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2613, s1.loss_cls: 0.0954, s1.acc: 93.6314, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1263, s2.loss_cls: 0.0448, s2.acc: 93.8406, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0584, loss: 1.2643 +2025-07-01 00:01:12,940 - mmdet - INFO - Epoch [2][5500/7330] lr: 1.000e-04, eta: 2 days, 21:31:36, time: 0.959, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2083, s0.acc: 93.2686, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2578, s1.loss_cls: 0.0949, s1.acc: 93.7068, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1253, s2.loss_cls: 0.0452, s2.acc: 93.8587, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0585, loss: 1.2762 +2025-07-01 00:02:01,182 - mmdet - INFO - Epoch [2][5550/7330] lr: 1.000e-04, eta: 2 days, 21:30:15, time: 0.965, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2054, s0.acc: 93.3218, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2542, s1.loss_cls: 0.0940, s1.acc: 93.7241, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1234, s2.loss_cls: 0.0450, s2.acc: 93.7672, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0574, loss: 1.2588 +2025-07-01 00:02:48,940 - mmdet - INFO - Epoch [2][5600/7330] lr: 1.000e-04, eta: 2 days, 21:28:45, time: 0.955, data_time: 0.033, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2117, s0.acc: 93.2141, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2617, s1.loss_cls: 0.0981, s1.acc: 93.4482, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1271, s2.loss_cls: 0.0461, s2.acc: 93.8003, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0592, loss: 1.2832 +2025-07-01 00:03:38,971 - mmdet - INFO - Epoch [2][5650/7330] lr: 1.000e-04, eta: 2 days, 21:27:59, time: 1.001, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.2027, s0.acc: 93.4834, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2665, s1.loss_cls: 0.0932, s1.acc: 93.7749, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1284, s2.loss_cls: 0.0443, s2.acc: 94.0044, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0596, loss: 1.2684 +2025-07-01 00:04:44,857 - mmdet - INFO - Epoch [2][5700/7330] lr: 1.000e-04, eta: 2 days, 21:32:18, time: 1.318, data_time: 0.032, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2074, s0.acc: 93.2500, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2655, s1.loss_cls: 0.0967, s1.acc: 93.5968, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1304, s2.loss_cls: 0.0452, s2.acc: 93.7999, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0608, loss: 1.2877 +2025-07-01 00:05:32,345 - mmdet - INFO - Epoch [2][5750/7330] lr: 1.000e-04, eta: 2 days, 21:30:42, time: 0.950, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2086, s0.acc: 93.3403, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2674, s1.loss_cls: 0.0963, s1.acc: 93.6176, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1297, s2.loss_cls: 0.0455, s2.acc: 93.8015, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0607, loss: 1.2789 +2025-07-01 00:06:19,841 - mmdet - INFO - Epoch [2][5800/7330] lr: 1.000e-04, eta: 2 days, 21:29:06, time: 0.950, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2120, s0.acc: 93.2275, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2665, s1.loss_cls: 0.0980, s1.acc: 93.4798, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1297, s2.loss_cls: 0.0462, s2.acc: 93.6826, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0603, loss: 1.2882 +2025-07-01 00:07:07,699 - mmdet - INFO - Epoch [2][5850/7330] lr: 1.000e-04, eta: 2 days, 21:27:38, time: 0.957, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2031, s0.acc: 93.5110, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2586, s1.loss_cls: 0.0943, s1.acc: 93.7022, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1260, s2.loss_cls: 0.0438, s2.acc: 94.0314, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0588, loss: 1.2447 +2025-07-01 00:07:55,800 - mmdet - INFO - Epoch [2][5900/7330] lr: 1.000e-04, eta: 2 days, 21:26:14, time: 0.962, data_time: 0.023, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.2062, s0.acc: 93.3584, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2570, s1.loss_cls: 0.0952, s1.acc: 93.6796, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1264, s2.loss_cls: 0.0449, s2.acc: 93.8151, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0590, loss: 1.2636 +2025-07-01 00:08:43,607 - mmdet - INFO - Epoch [2][5950/7330] lr: 1.000e-04, eta: 2 days, 21:24:46, time: 0.956, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2046, s0.acc: 93.3950, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2640, s1.loss_cls: 0.0935, s1.acc: 93.7479, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1293, s2.loss_cls: 0.0444, s2.acc: 93.8136, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0602, loss: 1.2665 +2025-07-01 00:09:31,087 - mmdet - INFO - Epoch [2][6000/7330] lr: 1.000e-04, eta: 2 days, 21:23:11, time: 0.949, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2111, s0.acc: 93.3186, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2618, s1.loss_cls: 0.0968, s1.acc: 93.6744, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1272, s2.loss_cls: 0.0458, s2.acc: 93.8016, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0595, loss: 1.2784 +2025-07-01 00:10:21,306 - mmdet - INFO - Epoch [2][6050/7330] lr: 1.000e-04, eta: 2 days, 21:22:28, time: 1.004, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2020, s0.acc: 93.5029, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2562, s1.loss_cls: 0.0930, s1.acc: 93.8665, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1244, s2.loss_cls: 0.0437, s2.acc: 94.0293, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0584, loss: 1.2444 +2025-07-01 00:11:27,009 - mmdet - INFO - Epoch [2][6100/7330] lr: 1.000e-04, eta: 2 days, 21:26:34, time: 1.314, data_time: 0.034, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2055, s0.acc: 93.2739, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2575, s1.loss_cls: 0.0957, s1.acc: 93.5443, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1257, s2.loss_cls: 0.0450, s2.acc: 93.6314, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0589, loss: 1.2680 +2025-07-01 00:12:14,718 - mmdet - INFO - Epoch [2][6150/7330] lr: 1.000e-04, eta: 2 days, 21:25:03, time: 0.954, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2079, s0.acc: 93.2576, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2602, s1.loss_cls: 0.0961, s1.acc: 93.6624, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1268, s2.loss_cls: 0.0456, s2.acc: 93.7422, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0594, loss: 1.2819 +2025-07-01 00:13:02,751 - mmdet - INFO - Epoch [2][6200/7330] lr: 1.000e-04, eta: 2 days, 21:23:39, time: 0.961, data_time: 0.024, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2125, s0.acc: 93.1316, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2620, s1.loss_cls: 0.0979, s1.acc: 93.4804, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1283, s2.loss_cls: 0.0460, s2.acc: 93.6236, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0596, loss: 1.3003 +2025-07-01 00:13:51,100 - mmdet - INFO - Epoch [2][6250/7330] lr: 1.000e-04, eta: 2 days, 21:22:20, time: 0.967, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2120, s0.acc: 93.2188, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2635, s1.loss_cls: 0.0986, s1.acc: 93.5270, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1285, s2.loss_cls: 0.0469, s2.acc: 93.5429, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0598, loss: 1.3028 +2025-07-01 00:14:39,253 - mmdet - INFO - Epoch [2][6300/7330] lr: 1.000e-04, eta: 2 days, 21:20:59, time: 0.963, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2024, s0.acc: 93.4976, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2593, s1.loss_cls: 0.0930, s1.acc: 93.8123, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1260, s2.loss_cls: 0.0450, s2.acc: 93.8980, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0588, loss: 1.2588 +2025-07-01 00:15:26,799 - mmdet - INFO - Epoch [2][6350/7330] lr: 1.000e-04, eta: 2 days, 21:19:26, time: 0.951, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2120, s0.acc: 93.2700, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2591, s1.loss_cls: 0.0976, s1.acc: 93.5748, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1262, s2.loss_cls: 0.0466, s2.acc: 93.6954, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0590, loss: 1.2722 +2025-07-01 00:16:14,934 - mmdet - INFO - Epoch [2][6400/7330] lr: 1.000e-04, eta: 2 days, 21:18:04, time: 0.963, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2155, s0.acc: 93.0159, s0.loss_bbox: 0.2664, s0.loss_mask: 0.2674, s1.loss_cls: 0.0995, s1.acc: 93.2522, s1.loss_bbox: 0.1158, s1.loss_mask: 0.1294, s2.loss_cls: 0.0469, s2.acc: 93.5127, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0601, loss: 1.3235 +2025-07-01 00:17:01,752 - mmdet - INFO - Epoch [2][6450/7330] lr: 1.000e-04, eta: 2 days, 21:16:19, time: 0.936, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1917, s0.acc: 93.7751, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2574, s1.loss_cls: 0.0888, s1.acc: 94.0567, s1.loss_bbox: 0.1016, s1.loss_mask: 0.1251, s2.loss_cls: 0.0416, s2.acc: 94.2424, s2.loss_bbox: 0.0381, s2.loss_mask: 0.0579, loss: 1.2034 +2025-07-01 00:17:56,545 - mmdet - INFO - Epoch [2][6500/7330] lr: 1.000e-04, eta: 2 days, 21:16:59, time: 1.096, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2044, s0.acc: 93.3472, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2681, s1.loss_cls: 0.0940, s1.acc: 93.6883, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1307, s2.loss_cls: 0.0444, s2.acc: 93.9307, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0608, loss: 1.2830 +2025-07-01 00:18:56,336 - mmdet - INFO - Epoch [2][6550/7330] lr: 1.000e-04, eta: 2 days, 21:19:07, time: 1.195, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1969, s0.acc: 93.5952, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2626, s1.loss_cls: 0.0901, s1.acc: 93.9631, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1281, s2.loss_cls: 0.0428, s2.acc: 94.0817, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0601, loss: 1.2427 +2025-07-01 00:19:44,127 - mmdet - INFO - Epoch [2][6600/7330] lr: 1.000e-04, eta: 2 days, 21:17:39, time: 0.956, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2056, s0.acc: 93.4280, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2545, s1.loss_cls: 0.0950, s1.acc: 93.7079, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1240, s2.loss_cls: 0.0452, s2.acc: 93.7780, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0578, loss: 1.2502 +2025-07-01 00:20:32,176 - mmdet - INFO - Epoch [2][6650/7330] lr: 1.000e-04, eta: 2 days, 21:16:16, time: 0.961, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2117, s0.acc: 93.1169, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2608, s1.loss_cls: 0.0972, s1.acc: 93.5177, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1262, s2.loss_cls: 0.0457, s2.acc: 93.6690, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0580, loss: 1.2872 +2025-07-01 00:21:19,870 - mmdet - INFO - Epoch [2][6700/7330] lr: 1.000e-04, eta: 2 days, 21:14:47, time: 0.954, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2101, s0.acc: 93.1887, s0.loss_bbox: 0.2607, s0.loss_mask: 0.2615, s1.loss_cls: 0.0973, s1.acc: 93.4607, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1268, s2.loss_cls: 0.0457, s2.acc: 93.6077, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0586, loss: 1.2955 +2025-07-01 00:22:07,464 - mmdet - INFO - Epoch [2][6750/7330] lr: 1.000e-04, eta: 2 days, 21:13:17, time: 0.952, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2059, s0.acc: 93.3435, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2712, s1.loss_cls: 0.0948, s1.acc: 93.6587, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1307, s2.loss_cls: 0.0454, s2.acc: 93.7025, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0606, loss: 1.2807 +2025-07-01 00:22:54,702 - mmdet - INFO - Epoch [2][6800/7330] lr: 1.000e-04, eta: 2 days, 21:11:40, time: 0.945, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1984, s0.acc: 93.5647, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2629, s1.loss_cls: 0.0908, s1.acc: 93.9377, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1279, s2.loss_cls: 0.0429, s2.acc: 94.1739, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0596, loss: 1.2413 +2025-07-01 00:23:42,186 - mmdet - INFO - Epoch [2][6850/7330] lr: 1.000e-04, eta: 2 days, 21:10:07, time: 0.949, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1943, s0.acc: 93.7124, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2589, s1.loss_cls: 0.0903, s1.acc: 93.9291, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1260, s2.loss_cls: 0.0422, s2.acc: 94.0627, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0586, loss: 1.2315 +2025-07-01 00:24:32,954 - mmdet - INFO - Epoch [2][6900/7330] lr: 1.000e-04, eta: 2 days, 21:09:34, time: 1.016, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2059, s0.acc: 93.3716, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2619, s1.loss_cls: 0.0946, s1.acc: 93.7789, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1277, s2.loss_cls: 0.0450, s2.acc: 93.7785, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0599, loss: 1.2714 +2025-07-01 00:25:37,729 - mmdet - INFO - Epoch [2][6950/7330] lr: 1.000e-04, eta: 2 days, 21:13:05, time: 1.295, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2024, s0.acc: 93.5923, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2572, s1.loss_cls: 0.0933, s1.acc: 93.9377, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1256, s2.loss_cls: 0.0438, s2.acc: 94.0736, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0584, loss: 1.2445 +2025-07-01 00:26:25,671 - mmdet - INFO - Epoch [2][7000/7330] lr: 1.000e-04, eta: 2 days, 21:11:41, time: 0.959, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2004, s0.acc: 93.4707, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2654, s1.loss_cls: 0.0918, s1.acc: 93.8374, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1299, s2.loss_cls: 0.0438, s2.acc: 93.9684, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0609, loss: 1.2664 +2025-07-01 00:27:13,463 - mmdet - INFO - Epoch [2][7050/7330] lr: 1.000e-04, eta: 2 days, 21:10:14, time: 0.956, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2021, s0.acc: 93.4883, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2680, s1.loss_cls: 0.0923, s1.acc: 93.7957, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1305, s2.loss_cls: 0.0433, s2.acc: 93.9641, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0608, loss: 1.2670 +2025-07-01 00:28:01,565 - mmdet - INFO - Epoch [2][7100/7330] lr: 1.000e-04, eta: 2 days, 21:08:53, time: 0.962, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2081, s0.acc: 93.2041, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2650, s1.loss_cls: 0.0966, s1.acc: 93.5043, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1301, s2.loss_cls: 0.0453, s2.acc: 93.6941, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0607, loss: 1.2887 +2025-07-01 00:28:49,494 - mmdet - INFO - Epoch [2][7150/7330] lr: 1.000e-04, eta: 2 days, 21:07:29, time: 0.959, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2068, s0.acc: 93.3240, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2587, s1.loss_cls: 0.0970, s1.acc: 93.5376, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1260, s2.loss_cls: 0.0454, s2.acc: 93.7836, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0583, loss: 1.2588 +2025-07-01 00:29:36,543 - mmdet - INFO - Epoch [2][7200/7330] lr: 1.000e-04, eta: 2 days, 21:05:51, time: 0.941, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1987, s0.acc: 93.6433, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2595, s1.loss_cls: 0.0919, s1.acc: 93.8888, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1268, s2.loss_cls: 0.0433, s2.acc: 94.0296, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0592, loss: 1.2340 +2025-07-01 00:30:24,313 - mmdet - INFO - Epoch [2][7250/7330] lr: 1.000e-04, eta: 2 days, 21:04:24, time: 0.955, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2046, s0.acc: 93.5186, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2567, s1.loss_cls: 0.0936, s1.acc: 93.8298, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1251, s2.loss_cls: 0.0437, s2.acc: 94.1414, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0585, loss: 1.2490 +2025-07-01 00:31:14,665 - mmdet - INFO - Epoch [2][7300/7330] lr: 1.000e-04, eta: 2 days, 21:03:43, time: 1.008, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1982, s0.acc: 93.6367, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2549, s1.loss_cls: 0.0906, s1.acc: 94.0221, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1252, s2.loss_cls: 0.0431, s2.acc: 94.1095, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0588, loss: 1.2339 +2025-07-01 00:31:57,362 - mmdet - INFO - Saving checkpoint at 2 epochs +2025-07-01 00:35:21,038 - mmdet - INFO - Evaluating bbox... +2025-07-01 00:35:56,221 - mmdet - INFO - Evaluating segm... +2025-07-01 00:36:34,953 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-01 00:36:34,954 - mmdet - INFO - Epoch(val) [2][7330] bbox_mAP: 0.4040, bbox_mAP_50: 0.5840, bbox_mAP_75: 0.4330, bbox_mAP_s: 0.2400, bbox_mAP_m: 0.4340, bbox_mAP_l: 0.5560, bbox_mAP_copypaste: 0.404 0.584 0.433 0.240 0.434 0.556, segm_mAP: 0.3500, segm_mAP_50: 0.5530, segm_mAP_75: 0.3750, segm_mAP_s: 0.1910, segm_mAP_m: 0.3780, segm_mAP_l: 0.4990, segm_mAP_copypaste: 0.350 0.553 0.375 0.191 0.378 0.499 +2025-07-01 00:38:44,264 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 2 days, 21:16:21, time: 2.586, data_time: 1.580, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1927, s0.acc: 93.7141, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2597, s1.loss_cls: 0.0876, s1.acc: 94.1219, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1272, s2.loss_cls: 0.0418, s2.acc: 94.2707, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0594, loss: 1.2245 +2025-07-01 00:39:35,764 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 2 days, 21:15:56, time: 1.030, data_time: 0.033, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1954, s0.acc: 93.7451, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2596, s1.loss_cls: 0.0897, s1.acc: 94.1157, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1258, s2.loss_cls: 0.0425, s2.acc: 94.1374, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0586, loss: 1.2259 +2025-07-01 00:40:27,224 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 2 days, 21:15:29, time: 1.029, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1937, s0.acc: 93.7112, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2520, s1.loss_cls: 0.0886, s1.acc: 94.0928, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1225, s2.loss_cls: 0.0418, s2.acc: 94.2403, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0571, loss: 1.2074 +2025-07-01 00:41:18,977 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 2 days, 21:15:08, time: 1.035, data_time: 0.034, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2006, s0.acc: 93.3892, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2584, s1.loss_cls: 0.0926, s1.acc: 93.6800, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1258, s2.loss_cls: 0.0438, s2.acc: 93.8688, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0587, loss: 1.2591 +2025-07-01 00:42:10,682 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 2 days, 21:14:45, time: 1.034, data_time: 0.042, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2153, s0.acc: 93.0930, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2698, s1.loss_cls: 0.0994, s1.acc: 93.3400, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1320, s2.loss_cls: 0.0469, s2.acc: 93.4511, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0619, loss: 1.3167 +2025-07-01 00:43:01,725 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 2 days, 21:14:11, time: 1.021, data_time: 0.034, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1948, s0.acc: 93.7048, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2614, s1.loss_cls: 0.0896, s1.acc: 94.0238, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1269, s2.loss_cls: 0.0422, s2.acc: 94.2393, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0593, loss: 1.2284 +2025-07-01 00:44:05,303 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 2 days, 21:17:05, time: 1.271, data_time: 0.037, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2003, s0.acc: 93.4016, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2661, s1.loss_cls: 0.0917, s1.acc: 93.7897, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1308, s2.loss_cls: 0.0436, s2.acc: 93.8253, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0608, loss: 1.2788 +2025-07-01 00:45:00,031 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 2 days, 21:17:32, time: 1.095, data_time: 0.025, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1914, s0.acc: 93.7039, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2587, s1.loss_cls: 0.0872, s1.acc: 94.1155, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1277, s2.loss_cls: 0.0415, s2.acc: 94.3391, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0599, loss: 1.2304 +2025-07-01 00:45:50,047 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 2 days, 21:16:39, time: 1.000, data_time: 0.032, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1993, s0.acc: 93.4368, s0.loss_bbox: 0.2551, s0.loss_mask: 0.2652, s1.loss_cls: 0.0909, s1.acc: 93.9344, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1288, s2.loss_cls: 0.0425, s2.acc: 94.0193, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0601, loss: 1.2710 +2025-07-01 00:46:39,236 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 2 days, 21:15:34, time: 0.984, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0477, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2011, s0.acc: 93.5698, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2580, s1.loss_cls: 0.0906, s1.acc: 93.9882, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1259, s2.loss_cls: 0.0428, s2.acc: 94.1521, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0587, loss: 1.2474 +2025-07-01 00:47:28,333 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 2 days, 21:14:27, time: 0.982, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1876, s0.acc: 93.8208, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2553, s1.loss_cls: 0.0879, s1.acc: 94.1000, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1248, s2.loss_cls: 0.0412, s2.acc: 94.2332, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0583, loss: 1.1999 +2025-07-01 00:48:17,244 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 2 days, 21:13:17, time: 0.978, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1979, s0.acc: 93.6975, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2559, s1.loss_cls: 0.0900, s1.acc: 94.0798, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1254, s2.loss_cls: 0.0426, s2.acc: 94.2013, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0588, loss: 1.2266 +2025-07-01 00:49:07,037 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 2 days, 21:12:22, time: 0.996, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1956, s0.acc: 93.5598, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2638, s1.loss_cls: 0.0897, s1.acc: 93.8652, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1283, s2.loss_cls: 0.0425, s2.acc: 94.1024, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0595, loss: 1.2574 +2025-07-01 00:49:58,469 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 2 days, 21:11:53, time: 1.029, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1880, s0.acc: 93.7534, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2485, s1.loss_cls: 0.0862, s1.acc: 94.0904, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1219, s2.loss_cls: 0.0410, s2.acc: 94.2784, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0570, loss: 1.1965 +2025-07-01 00:50:50,820 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 2 days, 21:11:39, time: 1.047, data_time: 0.033, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2015, s0.acc: 93.4451, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2601, s1.loss_cls: 0.0916, s1.acc: 93.8061, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1271, s2.loss_cls: 0.0437, s2.acc: 93.9471, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0601, loss: 1.2628 +2025-07-01 00:51:53,839 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 2 days, 21:14:16, time: 1.260, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1976, s0.acc: 93.6003, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2538, s1.loss_cls: 0.0898, s1.acc: 93.9734, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1239, s2.loss_cls: 0.0425, s2.acc: 94.2067, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0581, loss: 1.2214 +2025-07-01 00:52:42,661 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 2 days, 21:13:03, time: 0.976, data_time: 0.031, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0445, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2021, s0.acc: 93.3601, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2592, s1.loss_cls: 0.0938, s1.acc: 93.6299, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1263, s2.loss_cls: 0.0442, s2.acc: 93.8715, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0590, loss: 1.2607 +2025-07-01 00:53:30,916 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 2 days, 21:11:43, time: 0.966, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2009, s0.acc: 93.4285, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2588, s1.loss_cls: 0.0924, s1.acc: 93.8325, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1253, s2.loss_cls: 0.0436, s2.acc: 94.0164, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0586, loss: 1.2458 +2025-07-01 00:54:18,344 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 2 days, 21:10:10, time: 0.948, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1982, s0.acc: 93.5383, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2617, s1.loss_cls: 0.0906, s1.acc: 93.9417, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1281, s2.loss_cls: 0.0427, s2.acc: 94.1126, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0599, loss: 1.2393 +2025-07-01 00:55:06,820 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 2 days, 21:08:53, time: 0.970, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2037, s0.acc: 93.5144, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2605, s1.loss_cls: 0.0936, s1.acc: 93.7915, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1270, s2.loss_cls: 0.0439, s2.acc: 94.0715, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0589, loss: 1.2570 +2025-07-01 00:55:54,729 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 2 days, 21:07:28, time: 0.958, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1976, s0.acc: 93.5435, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2546, s1.loss_cls: 0.0905, s1.acc: 93.8987, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1225, s2.loss_cls: 0.0428, s2.acc: 94.0694, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0573, loss: 1.2282 +2025-07-01 00:56:45,375 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 2 days, 21:06:45, time: 1.012, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1965, s0.acc: 93.5537, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2547, s1.loss_cls: 0.0907, s1.acc: 93.8620, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1244, s2.loss_cls: 0.0431, s2.acc: 93.9807, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0579, loss: 1.2211 +2025-07-01 00:57:33,696 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 2 days, 21:05:27, time: 0.967, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1985, s0.acc: 93.3750, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2652, s1.loss_cls: 0.0913, s1.acc: 93.7166, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1268, s2.loss_cls: 0.0437, s2.acc: 93.7934, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0589, loss: 1.2568 +2025-07-01 00:58:38,895 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 2 days, 21:08:32, time: 1.304, data_time: 0.031, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2028, s0.acc: 93.2593, s0.loss_bbox: 0.2603, s0.loss_mask: 0.2643, s1.loss_cls: 0.0941, s1.acc: 93.6653, s1.loss_bbox: 0.1133, s1.loss_mask: 0.1278, s2.loss_cls: 0.0439, s2.acc: 93.8257, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0596, loss: 1.2854 +2025-07-01 00:59:27,287 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 2 days, 21:07:14, time: 0.968, data_time: 0.028, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1994, s0.acc: 93.5190, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2631, s1.loss_cls: 0.0924, s1.acc: 93.8217, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1284, s2.loss_cls: 0.0438, s2.acc: 93.9563, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0599, loss: 1.2589 +2025-07-01 01:00:14,826 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 2 days, 21:05:43, time: 0.950, data_time: 0.026, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1961, s0.acc: 93.7253, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2583, s1.loss_cls: 0.0896, s1.acc: 94.0681, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1266, s2.loss_cls: 0.0424, s2.acc: 94.2332, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0591, loss: 1.2250 +2025-07-01 01:01:03,001 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 2 days, 21:04:22, time: 0.964, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2041, s0.acc: 93.4141, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2567, s1.loss_cls: 0.0948, s1.acc: 93.6958, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1243, s2.loss_cls: 0.0443, s2.acc: 93.8405, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0581, loss: 1.2582 +2025-07-01 01:01:51,029 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 2 days, 21:02:59, time: 0.960, data_time: 0.030, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1932, s0.acc: 93.6917, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2583, s1.loss_cls: 0.0893, s1.acc: 93.9328, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1267, s2.loss_cls: 0.0427, s2.acc: 94.0678, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0594, loss: 1.2360 +2025-07-01 01:02:39,454 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 2 days, 21:01:42, time: 0.968, data_time: 0.035, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2063, s0.acc: 93.2249, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2600, s1.loss_cls: 0.0941, s1.acc: 93.7581, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1270, s2.loss_cls: 0.0449, s2.acc: 93.8539, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0588, loss: 1.2783 +2025-07-01 01:03:27,684 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 2 days, 21:00:23, time: 0.965, data_time: 0.027, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1990, s0.acc: 93.6145, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2551, s1.loss_cls: 0.0923, s1.acc: 93.8423, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1243, s2.loss_cls: 0.0436, s2.acc: 94.0086, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0584, loss: 1.2272 +2025-07-01 01:04:18,353 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 2 days, 20:59:41, time: 1.013, data_time: 0.027, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1973, s0.acc: 93.5713, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2551, s1.loss_cls: 0.0910, s1.acc: 93.8726, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1252, s2.loss_cls: 0.0432, s2.acc: 93.9756, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0585, loss: 1.2349 +2025-07-01 01:05:19,313 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 2 days, 21:01:35, time: 1.219, data_time: 0.029, memory: 14202, balance_loss: 0.0006, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2070, s0.acc: 93.2927, s0.loss_bbox: 0.2609, s0.loss_mask: 0.2632, s1.loss_cls: 0.0940, s1.acc: 93.7202, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1299, s2.loss_cls: 0.0447, s2.acc: 93.8420, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0607, loss: 1.2961 +2025-07-01 01:06:12,011 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 2 days, 21:01:23, time: 1.054, data_time: 0.034, memory: 14202, balance_loss: 0.0007, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2002, s0.acc: 93.3311, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2599, s1.loss_cls: 0.0927, s1.acc: 93.6715, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1264, s2.loss_cls: 0.0438, s2.acc: 93.8855, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0587, loss: 1.2503 +2025-07-01 01:06:59,945 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 2 days, 20:59:59, time: 0.959, data_time: 0.026, memory: 14600, balance_loss: 0.0006, loss_rpn_cls: 0.0467, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2027, s0.acc: 93.4355, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2597, s1.loss_cls: 0.0927, s1.acc: 93.8529, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1253, s2.loss_cls: 0.0438, s2.acc: 93.9409, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0581, loss: 1.2571 +2025-07-01 01:07:47,841 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 2 days, 20:58:35, time: 0.958, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2020, s0.acc: 93.4241, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2590, s1.loss_cls: 0.0927, s1.acc: 93.7995, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1259, s2.loss_cls: 0.0437, s2.acc: 94.0412, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0587, loss: 1.2527 +2025-07-01 01:08:35,578 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 2 days, 20:57:08, time: 0.955, data_time: 0.032, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2018, s0.acc: 93.3623, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2620, s1.loss_cls: 0.0926, s1.acc: 93.7498, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1276, s2.loss_cls: 0.0440, s2.acc: 93.9462, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0590, loss: 1.2614 +2025-07-01 01:09:23,952 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 2 days, 20:55:51, time: 0.967, data_time: 0.032, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2014, s0.acc: 93.3328, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2670, s1.loss_cls: 0.0917, s1.acc: 93.7933, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1309, s2.loss_cls: 0.0435, s2.acc: 94.0324, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0607, loss: 1.2812 +2025-07-01 01:10:12,005 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 2 days, 20:54:29, time: 0.961, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1948, s0.acc: 93.5581, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2601, s1.loss_cls: 0.0881, s1.acc: 94.0623, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1256, s2.loss_cls: 0.0415, s2.acc: 94.2070, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0585, loss: 1.2301 +2025-07-01 01:11:01,792 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 2 days, 20:53:34, time: 0.996, data_time: 0.029, memory: 14600, balance_loss: 0.0006, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1952, s0.acc: 93.7380, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2559, s1.loss_cls: 0.0895, s1.acc: 94.1435, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1253, s2.loss_cls: 0.0424, s2.acc: 94.2918, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0587, loss: 1.2177 +2025-07-01 01:11:55,065 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 2 days, 20:53:30, time: 1.065, data_time: 0.027, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2036, s0.acc: 93.3975, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2630, s1.loss_cls: 0.0943, s1.acc: 93.5938, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1285, s2.loss_cls: 0.0445, s2.acc: 93.8108, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0600, loss: 1.2548 +2025-07-01 01:12:53,440 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 2 days, 20:54:41, time: 1.168, data_time: 0.035, memory: 14600, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2032, s0.acc: 93.3860, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2643, s1.loss_cls: 0.0939, s1.acc: 93.7705, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1279, s2.loss_cls: 0.0439, s2.acc: 93.8790, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0594, loss: 1.2814 +2025-07-01 01:13:41,501 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 2 days, 20:53:20, time: 0.961, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2030, s0.acc: 93.2971, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2613, s1.loss_cls: 0.0942, s1.acc: 93.5691, s1.loss_bbox: 0.1122, s1.loss_mask: 0.1273, s2.loss_cls: 0.0442, s2.acc: 93.8753, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0597, loss: 1.2782 +2025-07-01 01:14:29,230 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 2 days, 20:51:53, time: 0.955, data_time: 0.026, memory: 14600, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1967, s0.acc: 93.6680, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2621, s1.loss_cls: 0.0911, s1.acc: 93.9390, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1273, s2.loss_cls: 0.0430, s2.acc: 94.0453, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0591, loss: 1.2482 +2025-07-01 01:15:16,734 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 2 days, 20:50:24, time: 0.950, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.2009, s0.acc: 93.3618, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2650, s1.loss_cls: 0.0920, s1.acc: 93.6947, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1275, s2.loss_cls: 0.0433, s2.acc: 93.8317, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0595, loss: 1.2648 +2025-07-01 01:16:04,951 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 2 days, 20:49:06, time: 0.965, data_time: 0.034, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1952, s0.acc: 93.5288, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2550, s1.loss_cls: 0.0903, s1.acc: 93.8301, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1252, s2.loss_cls: 0.0426, s2.acc: 93.9959, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0583, loss: 1.2426 +2025-07-01 01:16:53,073 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 2 days, 20:47:46, time: 0.962, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2025, s0.acc: 93.4255, s0.loss_bbox: 0.2529, s0.loss_mask: 0.2520, s1.loss_cls: 0.0922, s1.acc: 93.8285, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1240, s2.loss_cls: 0.0441, s2.acc: 93.9128, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0581, loss: 1.2541 +2025-07-01 01:17:43,797 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 2 days, 20:47:04, time: 1.015, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2176, s0.acc: 93.0920, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2614, s1.loss_cls: 0.0990, s1.acc: 93.4618, s1.loss_bbox: 0.1147, s1.loss_mask: 0.1275, s2.loss_cls: 0.0465, s2.acc: 93.6191, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0591, loss: 1.3086 +2025-07-01 01:18:31,498 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 2 days, 20:45:38, time: 0.954, data_time: 0.033, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2006, s0.acc: 93.5173, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2560, s1.loss_cls: 0.0931, s1.acc: 93.7562, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1254, s2.loss_cls: 0.0436, s2.acc: 93.9852, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0587, loss: 1.2472 +2025-07-01 01:19:42,146 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 2 days, 20:49:44, time: 1.413, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2068, s0.acc: 93.3718, s0.loss_bbox: 0.2588, s0.loss_mask: 0.2590, s1.loss_cls: 0.0947, s1.acc: 93.7670, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1255, s2.loss_cls: 0.0445, s2.acc: 93.9709, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0586, loss: 1.2761 +2025-07-01 01:20:29,818 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 2 days, 20:48:17, time: 0.954, data_time: 0.026, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1991, s0.acc: 93.5815, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2613, s1.loss_cls: 0.0938, s1.acc: 93.7789, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1284, s2.loss_cls: 0.0444, s2.acc: 93.8645, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0596, loss: 1.2508 +2025-07-01 01:21:17,291 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 2 days, 20:46:48, time: 0.950, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1970, s0.acc: 93.4739, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2599, s1.loss_cls: 0.0914, s1.acc: 93.7502, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1268, s2.loss_cls: 0.0434, s2.acc: 93.9299, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0589, loss: 1.2430 +2025-07-01 01:22:05,635 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 2 days, 20:45:31, time: 0.967, data_time: 0.027, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2107, s0.acc: 93.1492, s0.loss_bbox: 0.2576, s0.loss_mask: 0.2636, s1.loss_cls: 0.0986, s1.acc: 93.3378, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1284, s2.loss_cls: 0.0467, s2.acc: 93.5752, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0597, loss: 1.2960 +2025-07-01 01:22:53,091 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 2 days, 20:44:02, time: 0.949, data_time: 0.029, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2063, s0.acc: 93.3157, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2598, s1.loss_cls: 0.0966, s1.acc: 93.5079, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1265, s2.loss_cls: 0.0455, s2.acc: 93.7502, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0589, loss: 1.2651 +2025-07-01 01:23:41,343 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 2 days, 20:42:45, time: 0.965, data_time: 0.029, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0482, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2074, s0.acc: 93.1260, s0.loss_bbox: 0.2549, s0.loss_mask: 0.2629, s1.loss_cls: 0.0963, s1.acc: 93.4350, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1271, s2.loss_cls: 0.0454, s2.acc: 93.6099, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0593, loss: 1.2857 +2025-07-01 01:24:32,451 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 2 days, 20:42:08, time: 1.022, data_time: 0.035, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2089, s0.acc: 93.2097, s0.loss_bbox: 0.2593, s0.loss_mask: 0.2630, s1.loss_cls: 0.0969, s1.acc: 93.5039, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1285, s2.loss_cls: 0.0460, s2.acc: 93.6140, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0596, loss: 1.2906 +2025-07-01 01:25:20,326 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 2 days, 20:40:45, time: 0.957, data_time: 0.027, memory: 14600, balance_loss: 0.0006, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.2005, s0.acc: 93.5186, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2548, s1.loss_cls: 0.0931, s1.acc: 93.8291, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1240, s2.loss_cls: 0.0439, s2.acc: 94.0919, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0576, loss: 1.2337 +2025-07-01 01:26:23,673 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 2 days, 20:43:01, time: 1.267, data_time: 0.032, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2055, s0.acc: 93.2522, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2596, s1.loss_cls: 0.0949, s1.acc: 93.5404, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1260, s2.loss_cls: 0.0449, s2.acc: 93.6642, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0584, loss: 1.2675 +2025-07-01 01:27:14,637 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 2 days, 20:42:21, time: 1.019, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2031, s0.acc: 93.3765, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2554, s1.loss_cls: 0.0941, s1.acc: 93.7006, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1249, s2.loss_cls: 0.0443, s2.acc: 93.8059, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0579, loss: 1.2626 +2025-07-01 01:28:02,664 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 2 days, 20:41:00, time: 0.961, data_time: 0.032, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1951, s0.acc: 93.5833, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2651, s1.loss_cls: 0.0908, s1.acc: 93.8879, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1311, s2.loss_cls: 0.0428, s2.acc: 94.0526, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0607, loss: 1.2534 +2025-07-01 01:28:50,777 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 2 days, 20:39:41, time: 0.962, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2073, s0.acc: 93.2627, s0.loss_bbox: 0.2572, s0.loss_mask: 0.2654, s1.loss_cls: 0.0953, s1.acc: 93.7016, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1298, s2.loss_cls: 0.0448, s2.acc: 93.9231, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0605, loss: 1.2881 +2025-07-01 01:29:38,941 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 2 days, 20:38:22, time: 0.963, data_time: 0.031, memory: 14600, balance_loss: 0.0006, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1978, s0.acc: 93.5417, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2619, s1.loss_cls: 0.0907, s1.acc: 93.8921, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1278, s2.loss_cls: 0.0428, s2.acc: 94.0128, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0598, loss: 1.2500 +2025-07-01 01:30:27,340 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 2 days, 20:37:07, time: 0.967, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1934, s0.acc: 93.6975, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2571, s1.loss_cls: 0.0887, s1.acc: 94.0274, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1254, s2.loss_cls: 0.0422, s2.acc: 94.2185, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0583, loss: 1.2178 +2025-07-01 01:31:15,328 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 2 days, 20:35:47, time: 0.960, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1931, s0.acc: 93.5801, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2577, s1.loss_cls: 0.0890, s1.acc: 93.9325, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1258, s2.loss_cls: 0.0420, s2.acc: 94.0889, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0587, loss: 1.2342 +2025-07-01 01:32:06,076 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 2 days, 20:35:04, time: 1.014, data_time: 0.029, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2048, s0.acc: 93.3149, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2643, s1.loss_cls: 0.0935, s1.acc: 93.6978, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1278, s2.loss_cls: 0.0442, s2.acc: 93.8142, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0598, loss: 1.2744 +2025-07-01 01:32:58,449 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 2 days, 20:34:45, time: 1.048, data_time: 0.033, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1940, s0.acc: 93.5703, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2554, s1.loss_cls: 0.0891, s1.acc: 93.8808, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1251, s2.loss_cls: 0.0422, s2.acc: 94.0529, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0583, loss: 1.2289 +2025-07-01 01:33:58,209 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 2 days, 20:36:05, time: 1.195, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1906, s0.acc: 93.8315, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2566, s1.loss_cls: 0.0880, s1.acc: 94.1087, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1251, s2.loss_cls: 0.0419, s2.acc: 94.2512, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0585, loss: 1.2115 +2025-07-01 01:34:46,035 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 2 days, 20:34:43, time: 0.957, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1979, s0.acc: 93.3618, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2650, s1.loss_cls: 0.0903, s1.acc: 93.6439, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1291, s2.loss_cls: 0.0433, s2.acc: 93.7696, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0601, loss: 1.2712 +2025-07-01 01:35:33,989 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 2 days, 20:33:22, time: 0.959, data_time: 0.032, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1953, s0.acc: 93.6821, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2538, s1.loss_cls: 0.0900, s1.acc: 93.9673, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1234, s2.loss_cls: 0.0430, s2.acc: 94.1596, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0572, loss: 1.2245 +2025-07-01 01:36:21,677 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 2 days, 20:31:57, time: 0.954, data_time: 0.024, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1961, s0.acc: 93.6079, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2585, s1.loss_cls: 0.0895, s1.acc: 93.9447, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1255, s2.loss_cls: 0.0429, s2.acc: 94.0170, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0588, loss: 1.2364 +2025-07-01 01:37:09,332 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 2 days, 20:30:33, time: 0.953, data_time: 0.032, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2001, s0.acc: 93.4849, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2660, s1.loss_cls: 0.0905, s1.acc: 93.9246, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1289, s2.loss_cls: 0.0432, s2.acc: 94.0224, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0600, loss: 1.2727 +2025-07-01 01:37:57,048 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 2 days, 20:29:09, time: 0.954, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1982, s0.acc: 93.5688, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2536, s1.loss_cls: 0.0917, s1.acc: 93.9065, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1237, s2.loss_cls: 0.0428, s2.acc: 94.0563, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0576, loss: 1.2308 +2025-07-01 01:38:47,687 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 2 days, 20:28:25, time: 1.013, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2054, s0.acc: 93.3101, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2584, s1.loss_cls: 0.0954, s1.acc: 93.5772, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1252, s2.loss_cls: 0.0447, s2.acc: 93.8605, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0579, loss: 1.2634 +2025-07-01 01:39:38,342 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 2 days, 20:27:42, time: 1.013, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.2031, s0.acc: 93.4500, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2588, s1.loss_cls: 0.0946, s1.acc: 93.7571, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1253, s2.loss_cls: 0.0441, s2.acc: 93.9796, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0584, loss: 1.2430 +2025-07-01 01:40:40,554 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 2 days, 20:29:32, time: 1.244, data_time: 0.029, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1994, s0.acc: 93.5354, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2584, s1.loss_cls: 0.0912, s1.acc: 93.8633, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1262, s2.loss_cls: 0.0432, s2.acc: 94.0230, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0588, loss: 1.2327 +2025-07-01 01:41:28,526 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 2 days, 20:28:12, time: 0.960, data_time: 0.027, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.2046, s0.acc: 93.4729, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2593, s1.loss_cls: 0.0948, s1.acc: 93.7171, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1268, s2.loss_cls: 0.0446, s2.acc: 93.9330, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0593, loss: 1.2703 +2025-07-01 01:42:16,005 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 2 days, 20:26:46, time: 0.950, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1956, s0.acc: 93.5522, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2557, s1.loss_cls: 0.0915, s1.acc: 93.8820, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1249, s2.loss_cls: 0.0433, s2.acc: 93.9760, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0587, loss: 1.2331 +2025-07-01 01:43:03,671 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 2 days, 20:25:22, time: 0.953, data_time: 0.035, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2028, s0.acc: 93.3887, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2602, s1.loss_cls: 0.0923, s1.acc: 93.7781, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1264, s2.loss_cls: 0.0437, s2.acc: 93.9905, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0584, loss: 1.2551 +2025-07-01 01:43:51,563 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 2 days, 20:24:01, time: 0.957, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2082, s0.acc: 93.2793, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2673, s1.loss_cls: 0.0962, s1.acc: 93.6233, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1304, s2.loss_cls: 0.0451, s2.acc: 93.8514, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0607, loss: 1.2943 +2025-07-01 01:44:39,269 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 2 days, 20:22:38, time: 0.955, data_time: 0.035, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1861, s0.acc: 93.9062, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2560, s1.loss_cls: 0.0858, s1.acc: 94.2459, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1255, s2.loss_cls: 0.0405, s2.acc: 94.3537, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0586, loss: 1.2015 +2025-07-01 01:45:30,177 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 2 days, 20:21:58, time: 1.018, data_time: 0.029, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0316, s0.loss_cls: 0.2017, s0.acc: 93.3130, s0.loss_bbox: 0.2548, s0.loss_mask: 0.2595, s1.loss_cls: 0.0941, s1.acc: 93.5511, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1269, s2.loss_cls: 0.0446, s2.acc: 93.7038, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0592, loss: 1.2732 +2025-07-01 01:46:18,208 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 2 days, 20:20:39, time: 0.961, data_time: 0.033, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1945, s0.acc: 93.7688, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2549, s1.loss_cls: 0.0891, s1.acc: 94.0561, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1242, s2.loss_cls: 0.0425, s2.acc: 94.1955, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0576, loss: 1.2150 +2025-07-01 01:47:24,617 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 2 days, 20:23:21, time: 1.328, data_time: 0.034, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2046, s0.acc: 93.3660, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2582, s1.loss_cls: 0.0937, s1.acc: 93.7164, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1262, s2.loss_cls: 0.0437, s2.acc: 94.0290, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0588, loss: 1.2747 +2025-07-01 01:48:12,733 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 2 days, 20:22:03, time: 0.962, data_time: 0.026, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0463, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1984, s0.acc: 93.3938, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2576, s1.loss_cls: 0.0903, s1.acc: 93.8222, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1248, s2.loss_cls: 0.0435, s2.acc: 93.8795, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0581, loss: 1.2497 +2025-07-01 01:49:00,512 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 2 days, 20:20:42, time: 0.956, data_time: 0.030, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2031, s0.acc: 93.3394, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2556, s1.loss_cls: 0.0948, s1.acc: 93.6415, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1250, s2.loss_cls: 0.0441, s2.acc: 93.8819, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0583, loss: 1.2431 +2025-07-01 01:49:48,743 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 2 days, 20:19:26, time: 0.965, data_time: 0.031, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2023, s0.acc: 93.2627, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2615, s1.loss_cls: 0.0939, s1.acc: 93.4999, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1276, s2.loss_cls: 0.0444, s2.acc: 93.6726, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0592, loss: 1.2830 +2025-07-01 01:50:37,547 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 2 days, 20:18:18, time: 0.976, data_time: 0.033, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1981, s0.acc: 93.4739, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2523, s1.loss_cls: 0.0912, s1.acc: 93.7507, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1243, s2.loss_cls: 0.0432, s2.acc: 93.8629, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0579, loss: 1.2403 +2025-07-01 01:51:24,836 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 2 days, 20:16:50, time: 0.946, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1904, s0.acc: 93.8506, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2506, s1.loss_cls: 0.0870, s1.acc: 94.0873, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1224, s2.loss_cls: 0.0415, s2.acc: 94.2040, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0571, loss: 1.1900 +2025-07-01 01:52:12,850 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 2 days, 20:15:32, time: 0.961, data_time: 0.028, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2047, s0.acc: 93.3792, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2548, s1.loss_cls: 0.0947, s1.acc: 93.6081, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1243, s2.loss_cls: 0.0445, s2.acc: 93.8455, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0581, loss: 1.2470 +2025-07-01 01:53:03,505 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 2 days, 20:14:47, time: 1.013, data_time: 0.035, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1911, s0.acc: 93.6912, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2543, s1.loss_cls: 0.0884, s1.acc: 93.9972, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1244, s2.loss_cls: 0.0416, s2.acc: 94.1736, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0585, loss: 1.2198 +2025-07-01 01:54:01,852 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 2 days, 20:15:41, time: 1.167, data_time: 0.034, memory: 14600, balance_loss: 0.0007, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1929, s0.acc: 93.6494, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2556, s1.loss_cls: 0.0903, s1.acc: 93.9008, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1251, s2.loss_cls: 0.0427, s2.acc: 94.0074, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0581, loss: 1.2172 diff --git 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Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+9022e00 +------------------------------------------------------------ + +2025-07-01 22:19:09,718 - mmdet - INFO - Distributed training: True +2025-07-01 22:19:13,117 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_prune_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False, + prune_ratio=0.875), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = None +resume_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_2.pth' +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/' +gpu_ids = range(0, 8) + +2025-07-01 22:22:55,113 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_2.pth +2025-07-01 22:22:56,755 - mmdet - INFO - load amp state dict +2025-07-01 22:22:56,755 - mmdet - INFO - resumed epoch 2, iter 14660 +2025-07-01 22:22:56,758 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7 +2025-07-01 22:22:56,759 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-07-01 22:22:56,759 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-07-01 22:22:56,760 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7 by HardDiskBackend. +2025-07-01 22:25:10,672 - mmdet - INFO - Epoch [3][50/7330] lr: 1.000e-04, eta: 7 days, 17:18:01, time: 2.677, data_time: 1.545, memory: 12457, balance_loss: 0.0006, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1892, s0.acc: 93.7747, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2613, s1.loss_cls: 0.0866, s1.acc: 94.0731, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1285, s2.loss_cls: 0.0418, s2.acc: 94.1082, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0602, loss: 1.2286 +2025-07-01 22:26:02,747 - mmdet - INFO - Epoch [3][100/7330] lr: 1.000e-04, eta: 5 days, 8:40:29, time: 1.042, data_time: 0.023, memory: 12457, balance_loss: 0.0006, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1981, s0.acc: 93.5811, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2589, s1.loss_cls: 0.0912, s1.acc: 93.9765, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1264, s2.loss_cls: 0.0427, s2.acc: 94.1708, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0585, loss: 1.2435 +2025-07-01 22:26:53,582 - mmdet - INFO - Epoch [3][150/7330] lr: 1.000e-04, eta: 4 days, 13:13:19, time: 1.017, data_time: 0.022, memory: 12474, balance_loss: 0.0006, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1923, s0.acc: 93.7969, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2555, s1.loss_cls: 0.0885, s1.acc: 94.1009, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1236, s2.loss_cls: 0.0416, s2.acc: 94.2255, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0578, loss: 1.2107 +2025-07-01 22:27:47,581 - mmdet - INFO - Epoch [3][200/7330] lr: 1.000e-04, eta: 4 days, 4:34:34, time: 1.080, data_time: 0.025, memory: 12474, balance_loss: 0.0006, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1965, s0.acc: 93.5229, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2562, s1.loss_cls: 0.0905, s1.acc: 93.8152, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1245, s2.loss_cls: 0.0428, s2.acc: 94.0053, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0579, loss: 1.2348 +2025-07-01 22:28:38,032 - mmdet - INFO - Epoch [3][250/7330] lr: 1.000e-04, eta: 3 days, 22:23:54, time: 1.009, data_time: 0.031, memory: 12474, balance_loss: 0.0006, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2094, s0.acc: 93.0752, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2693, s1.loss_cls: 0.0977, s1.acc: 93.3374, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1320, s2.loss_cls: 0.0463, s2.acc: 93.5316, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0613, loss: 1.3031 +2025-07-01 22:29:28,322 - mmdet - INFO - Epoch [3][300/7330] lr: 1.000e-04, eta: 3 days, 18:14:25, time: 1.006, data_time: 0.028, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1888, s0.acc: 93.7290, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2665, s1.loss_cls: 0.0868, s1.acc: 94.0982, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1289, s2.loss_cls: 0.0419, s2.acc: 94.2266, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0598, loss: 1.2275 +2025-07-01 22:30:19,380 - mmdet - INFO - Epoch [3][350/7330] lr: 1.000e-04, eta: 3 days, 15:24:59, time: 1.021, data_time: 0.031, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0493, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2008, s0.acc: 93.3198, s0.loss_bbox: 0.2561, s0.loss_mask: 0.2654, s1.loss_cls: 0.0909, s1.acc: 93.6520, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1310, s2.loss_cls: 0.0435, s2.acc: 93.8155, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0609, loss: 1.2825 +2025-07-01 22:31:09,850 - mmdet - INFO - Epoch [3][400/7330] lr: 1.000e-04, eta: 3 days, 13:11:50, time: 1.010, data_time: 0.020, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1833, s0.acc: 93.8120, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2558, s1.loss_cls: 0.0840, s1.acc: 94.2040, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1273, s2.loss_cls: 0.0402, s2.acc: 94.2138, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0597, loss: 1.2117 +2025-07-01 22:32:00,493 - mmdet - INFO - Epoch [3][450/7330] lr: 1.000e-04, eta: 3 days, 11:29:32, time: 1.013, data_time: 0.028, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1993, s0.acc: 93.4202, s0.loss_bbox: 0.2564, s0.loss_mask: 0.2643, s1.loss_cls: 0.0912, s1.acc: 93.7914, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1283, s2.loss_cls: 0.0435, s2.acc: 93.8054, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0602, loss: 1.2760 +2025-07-01 22:32:50,142 - mmdet - INFO - Epoch [3][500/7330] lr: 1.000e-04, eta: 3 days, 9:59:16, time: 0.993, data_time: 0.029, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1953, s0.acc: 93.6685, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2542, s1.loss_cls: 0.0892, s1.acc: 94.0154, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1246, s2.loss_cls: 0.0414, s2.acc: 94.1972, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0581, loss: 1.2228 +2025-07-01 22:33:39,936 - mmdet - INFO - Epoch [3][550/7330] lr: 1.000e-04, eta: 3 days, 8:46:24, time: 0.996, data_time: 0.029, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1893, s0.acc: 93.9290, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2564, s1.loss_cls: 0.0865, s1.acc: 94.1791, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1249, s2.loss_cls: 0.0413, s2.acc: 94.2819, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0586, loss: 1.2030 +2025-07-01 22:34:29,001 - mmdet - INFO - Epoch [3][600/7330] lr: 1.000e-04, eta: 3 days, 7:40:27, time: 0.981, data_time: 0.024, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1946, s0.acc: 93.7288, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2585, s1.loss_cls: 0.0892, s1.acc: 94.0855, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1259, s2.loss_cls: 0.0420, s2.acc: 94.2664, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0587, loss: 1.2218 +2025-07-01 22:35:26,498 - mmdet - INFO - Epoch [3][650/7330] lr: 1.000e-04, eta: 3 days, 7:38:15, time: 1.150, data_time: 0.026, memory: 12753, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2033, s0.acc: 93.4038, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2654, s1.loss_cls: 0.0942, s1.acc: 93.7035, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1283, s2.loss_cls: 0.0444, s2.acc: 93.7637, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0596, loss: 1.2781 +2025-07-01 22:36:15,187 - mmdet - INFO - Epoch [3][700/7330] lr: 1.000e-04, eta: 3 days, 6:44:11, time: 0.974, data_time: 0.024, memory: 12996, balance_loss: 0.0006, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1893, s0.acc: 93.7893, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2538, s1.loss_cls: 0.0860, s1.acc: 94.1875, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1229, s2.loss_cls: 0.0405, s2.acc: 94.3534, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0574, loss: 1.2034 +2025-07-01 22:37:04,999 - mmdet - INFO - Epoch [3][750/7330] lr: 1.000e-04, eta: 3 days, 6:03:19, time: 0.996, data_time: 0.025, memory: 12996, balance_loss: 0.0006, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2021, s0.acc: 93.3840, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2629, s1.loss_cls: 0.0917, s1.acc: 93.8212, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1292, s2.loss_cls: 0.0436, s2.acc: 93.9172, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0605, loss: 1.2656 +2025-07-01 22:37:53,988 - mmdet - INFO - Epoch [3][800/7330] lr: 1.000e-04, eta: 3 days, 5:23:20, time: 0.980, data_time: 0.026, memory: 12996, balance_loss: 0.0006, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1980, s0.acc: 93.5698, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2580, s1.loss_cls: 0.0908, s1.acc: 93.9127, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1252, s2.loss_cls: 0.0424, s2.acc: 94.1293, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0584, loss: 1.2371 +2025-07-01 22:38:43,106 - mmdet - INFO - Epoch [3][850/7330] lr: 1.000e-04, eta: 3 days, 4:48:29, time: 0.982, data_time: 0.028, memory: 12996, balance_loss: 0.0006, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2056, s0.acc: 93.2227, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2616, s1.loss_cls: 0.0941, s1.acc: 93.6041, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1270, s2.loss_cls: 0.0446, s2.acc: 93.8553, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0595, loss: 1.2717 +2025-07-01 22:39:32,034 - mmdet - INFO - Epoch [3][900/7330] lr: 1.000e-04, eta: 3 days, 4:16:34, time: 0.979, data_time: 0.023, memory: 13077, balance_loss: 0.0006, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1998, s0.acc: 93.5747, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2565, s1.loss_cls: 0.0919, s1.acc: 93.9350, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1250, s2.loss_cls: 0.0431, s2.acc: 94.1260, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0585, loss: 1.2360 +2025-07-01 22:40:20,262 - mmdet - INFO - Epoch [3][950/7330] lr: 1.000e-04, eta: 3 days, 3:44:55, time: 0.965, data_time: 0.027, memory: 13077, balance_loss: 0.0006, loss_rpn_cls: 0.0480, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1955, s0.acc: 93.6865, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2568, s1.loss_cls: 0.0898, s1.acc: 94.0014, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1260, s2.loss_cls: 0.0421, s2.acc: 94.2852, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0589, loss: 1.2299 +2025-07-01 22:41:09,138 - mmdet - INFO - Epoch [3][1000/7330] lr: 1.000e-04, eta: 3 days, 3:18:58, time: 0.977, data_time: 0.026, memory: 13077, balance_loss: 0.0006, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1902, s0.acc: 93.7351, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2518, s1.loss_cls: 0.0875, s1.acc: 94.0493, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1240, s2.loss_cls: 0.0421, s2.acc: 94.0688, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0584, loss: 1.2207 +2025-07-01 22:42:05,930 - mmdet - INFO - Epoch [3][1050/7330] lr: 1.000e-04, eta: 3 days, 3:26:38, time: 1.136, data_time: 0.025, memory: 13255, balance_loss: 0.0006, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1957, s0.acc: 93.6201, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2535, s1.loss_cls: 0.0894, s1.acc: 93.9608, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1226, s2.loss_cls: 0.0420, s2.acc: 94.2835, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0572, loss: 1.2202 +2025-07-01 22:42:53,936 - mmdet - INFO - Epoch [3][1100/7330] lr: 1.000e-04, eta: 3 days, 3:00:28, time: 0.960, data_time: 0.024, memory: 13255, balance_loss: 0.0006, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1990, s0.acc: 93.6248, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2523, s1.loss_cls: 0.0923, s1.acc: 93.8924, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1235, s2.loss_cls: 0.0436, s2.acc: 94.1087, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0573, loss: 1.2229 +2025-07-01 22:43:42,245 - mmdet - INFO - Epoch [3][1150/7330] lr: 1.000e-04, eta: 3 days, 2:37:29, time: 0.965, data_time: 0.024, memory: 13255, balance_loss: 0.0006, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1985, s0.acc: 93.4817, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2586, s1.loss_cls: 0.0917, s1.acc: 93.8081, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1248, s2.loss_cls: 0.0437, s2.acc: 93.8980, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0580, loss: 1.2455 +2025-07-01 22:44:30,841 - mmdet - INFO - Epoch [3][1200/7330] lr: 1.000e-04, eta: 3 days, 2:17:29, time: 0.972, data_time: 0.024, memory: 13346, balance_loss: 0.0006, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.2054, s0.acc: 93.2185, s0.loss_bbox: 0.2619, s0.loss_mask: 0.2666, s1.loss_cls: 0.0938, s1.acc: 93.6077, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1286, s2.loss_cls: 0.0439, s2.acc: 93.9375, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0597, loss: 1.2927 +2025-07-01 22:45:18,615 - mmdet - INFO - Epoch [3][1250/7330] lr: 1.000e-04, eta: 3 days, 1:56:22, time: 0.956, data_time: 0.023, memory: 13346, balance_loss: 0.0006, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1975, s0.acc: 93.5737, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2637, s1.loss_cls: 0.0922, s1.acc: 93.8203, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1291, s2.loss_cls: 0.0435, s2.acc: 93.9724, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0601, loss: 1.2530 +2025-07-01 22:46:06,644 - mmdet - INFO - Epoch [3][1300/7330] lr: 1.000e-04, eta: 3 days, 1:37:33, time: 0.961, data_time: 0.023, memory: 13346, balance_loss: 0.0006, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1938, s0.acc: 93.5815, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2576, s1.loss_cls: 0.0895, s1.acc: 93.9343, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1256, s2.loss_cls: 0.0422, s2.acc: 94.0319, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0583, loss: 1.2287 +2025-07-01 22:46:54,946 - mmdet - INFO - Epoch [3][1350/7330] lr: 1.000e-04, eta: 3 days, 1:20:51, time: 0.966, data_time: 0.024, memory: 13346, balance_loss: 0.0006, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2013, s0.acc: 93.4668, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2585, s1.loss_cls: 0.0923, s1.acc: 93.7556, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1256, s2.loss_cls: 0.0442, s2.acc: 93.8731, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0588, loss: 1.2520 +2025-07-01 22:47:42,848 - mmdet - INFO - Epoch [3][1400/7330] lr: 1.000e-04, eta: 3 days, 1:04:03, time: 0.957, data_time: 0.026, memory: 13346, balance_loss: 0.0006, loss_rpn_cls: 0.0476, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1948, s0.acc: 93.7063, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2599, s1.loss_cls: 0.0890, s1.acc: 93.9932, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1265, s2.loss_cls: 0.0419, s2.acc: 94.0834, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0590, loss: 1.2361 +2025-07-01 22:48:39,255 - mmdet - INFO - Epoch [3][1450/7330] lr: 1.000e-04, eta: 3 days, 1:12:46, time: 1.129, data_time: 0.027, memory: 13346, balance_loss: 0.0006, loss_rpn_cls: 0.0506, loss_rpn_bbox: 0.0315, s0.loss_cls: 0.2040, s0.acc: 93.4475, s0.loss_bbox: 0.2541, s0.loss_mask: 0.2599, s1.loss_cls: 0.0922, s1.acc: 93.9532, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1274, s2.loss_cls: 0.0433, s2.acc: 94.0808, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0597, loss: 1.2764 +2025-07-01 22:49:27,026 - mmdet - INFO - Epoch [3][1500/7330] lr: 1.000e-04, eta: 3 days, 0:56:53, time: 0.955, data_time: 0.022, memory: 13501, balance_loss: 0.0006, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1955, s0.acc: 93.6963, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2538, s1.loss_cls: 0.0898, s1.acc: 93.9641, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1245, s2.loss_cls: 0.0432, s2.acc: 94.0161, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0581, loss: 1.2213 +2025-07-01 22:50:15,037 - mmdet - INFO - Epoch [3][1550/7330] lr: 1.000e-04, eta: 3 days, 0:42:45, time: 0.961, data_time: 0.022, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1935, s0.acc: 93.6838, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2571, s1.loss_cls: 0.0885, s1.acc: 94.0131, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1257, s2.loss_cls: 0.0422, s2.acc: 94.0951, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0582, loss: 1.2243 +2025-07-01 22:51:03,315 - mmdet - INFO - Epoch [3][1600/7330] lr: 1.000e-04, eta: 3 days, 0:30:07, time: 0.966, data_time: 0.025, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0311, s0.loss_cls: 0.2039, s0.acc: 93.3713, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2612, s1.loss_cls: 0.0938, s1.acc: 93.7347, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1285, s2.loss_cls: 0.0444, s2.acc: 93.9333, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0597, loss: 1.2774 +2025-07-01 22:51:51,152 - mmdet - INFO - Epoch [3][1650/7330] lr: 1.000e-04, eta: 3 days, 0:17:04, time: 0.957, data_time: 0.029, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1995, s0.acc: 93.4956, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2583, s1.loss_cls: 0.0916, s1.acc: 93.8572, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1272, s2.loss_cls: 0.0436, s2.acc: 94.0187, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0595, loss: 1.2461 +2025-07-01 22:52:39,445 - mmdet - INFO - Epoch [3][1700/7330] lr: 1.000e-04, eta: 3 days, 0:05:50, time: 0.966, data_time: 0.021, memory: 13501, balance_loss: 0.0006, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1990, s0.acc: 93.5225, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2549, s1.loss_cls: 0.0919, s1.acc: 93.8024, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1252, s2.loss_cls: 0.0437, s2.acc: 93.9483, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0584, loss: 1.2421 +2025-07-01 22:53:27,442 - mmdet - INFO - Epoch [3][1750/7330] lr: 1.000e-04, eta: 2 days, 23:54:30, time: 0.960, data_time: 0.023, memory: 13501, balance_loss: 0.0006, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1948, s0.acc: 93.6675, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2603, s1.loss_cls: 0.0889, s1.acc: 94.0761, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1260, s2.loss_cls: 0.0419, s2.acc: 94.2499, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0585, loss: 1.2304 +2025-07-01 22:54:15,113 - mmdet - INFO - Epoch [3][1800/7330] lr: 1.000e-04, eta: 2 days, 23:42:59, time: 0.953, data_time: 0.025, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1982, s0.acc: 93.4812, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2602, s1.loss_cls: 0.0921, s1.acc: 93.7166, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1270, s2.loss_cls: 0.0435, s2.acc: 93.9372, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0590, loss: 1.2531 +2025-07-01 22:55:03,200 - mmdet - INFO - Epoch [3][1850/7330] lr: 1.000e-04, eta: 2 days, 23:33:02, time: 0.962, data_time: 0.024, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1943, s0.acc: 93.5190, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2616, s1.loss_cls: 0.0892, s1.acc: 93.9001, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1278, s2.loss_cls: 0.0421, s2.acc: 94.0510, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0596, loss: 1.2513 +2025-07-01 22:56:07,426 - mmdet - INFO - Epoch [3][1900/7330] lr: 1.000e-04, eta: 2 days, 23:58:31, time: 1.284, data_time: 0.022, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1931, s0.acc: 93.6582, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2632, s1.loss_cls: 0.0881, s1.acc: 94.0186, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1270, s2.loss_cls: 0.0420, s2.acc: 94.2493, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0598, loss: 1.2344 +2025-07-01 22:56:54,709 - mmdet - INFO - Epoch [3][1950/7330] lr: 1.000e-04, eta: 2 days, 23:46:54, time: 0.946, data_time: 0.026, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1939, s0.acc: 93.7595, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2543, s1.loss_cls: 0.0896, s1.acc: 93.9973, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1251, s2.loss_cls: 0.0421, s2.acc: 94.1931, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0585, loss: 1.2204 +2025-07-01 22:57:41,892 - mmdet - INFO - Epoch [3][2000/7330] lr: 1.000e-04, eta: 2 days, 23:35:34, time: 0.944, data_time: 0.022, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0491, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1976, s0.acc: 93.5588, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2588, s1.loss_cls: 0.0895, s1.acc: 94.0138, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1255, s2.loss_cls: 0.0424, s2.acc: 94.1835, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0584, loss: 1.2356 +2025-07-01 22:58:30,279 - mmdet - INFO - Epoch [3][2050/7330] lr: 1.000e-04, eta: 2 days, 23:27:12, time: 0.968, data_time: 0.025, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1945, s0.acc: 93.5679, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2652, s1.loss_cls: 0.0881, s1.acc: 94.0345, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1289, s2.loss_cls: 0.0410, s2.acc: 94.3021, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0597, loss: 1.2519 +2025-07-01 22:59:18,267 - mmdet - INFO - Epoch [3][2100/7330] lr: 1.000e-04, eta: 2 days, 23:18:21, time: 0.959, data_time: 0.021, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1978, s0.acc: 93.5669, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2601, s1.loss_cls: 0.0922, s1.acc: 93.8316, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1271, s2.loss_cls: 0.0431, s2.acc: 94.0571, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0594, loss: 1.2548 +2025-07-01 23:00:05,521 - mmdet - INFO - Epoch [3][2150/7330] lr: 1.000e-04, eta: 2 days, 23:08:30, time: 0.945, data_time: 0.023, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1866, s0.acc: 93.8953, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2633, s1.loss_cls: 0.0859, s1.acc: 94.1954, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1284, s2.loss_cls: 0.0406, s2.acc: 94.3650, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0596, loss: 1.2171 +2025-07-01 23:00:52,574 - mmdet - INFO - Epoch [3][2200/7330] lr: 1.000e-04, eta: 2 days, 22:58:43, time: 0.941, data_time: 0.029, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1983, s0.acc: 93.4277, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2636, s1.loss_cls: 0.0922, s1.acc: 93.6728, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1276, s2.loss_cls: 0.0438, s2.acc: 93.6985, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0593, loss: 1.2563 +2025-07-01 23:01:40,194 - mmdet - INFO - Epoch [3][2250/7330] lr: 1.000e-04, eta: 2 days, 22:50:22, time: 0.953, data_time: 0.028, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1962, s0.acc: 93.5369, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2609, s1.loss_cls: 0.0909, s1.acc: 93.8648, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1271, s2.loss_cls: 0.0426, s2.acc: 94.1023, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0591, loss: 1.2428 +2025-07-01 23:02:44,504 - mmdet - INFO - Epoch [3][2300/7330] lr: 1.000e-04, eta: 2 days, 23:12:13, time: 1.286, data_time: 0.028, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2001, s0.acc: 93.4932, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2558, s1.loss_cls: 0.0927, s1.acc: 93.8647, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1257, s2.loss_cls: 0.0440, s2.acc: 93.9609, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0582, loss: 1.2483 +2025-07-01 23:03:32,247 - mmdet - INFO - Epoch [3][2350/7330] lr: 1.000e-04, eta: 2 days, 23:04:03, time: 0.955, data_time: 0.022, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2067, s0.acc: 93.3943, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2619, s1.loss_cls: 0.0934, s1.acc: 93.7882, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1273, s2.loss_cls: 0.0442, s2.acc: 93.8899, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0588, loss: 1.2754 +2025-07-01 23:04:19,463 - mmdet - INFO - Epoch [3][2400/7330] lr: 1.000e-04, eta: 2 days, 22:55:15, time: 0.944, data_time: 0.023, memory: 13501, balance_loss: 0.0006, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1973, s0.acc: 93.5789, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2553, s1.loss_cls: 0.0899, s1.acc: 93.9440, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1239, s2.loss_cls: 0.0420, s2.acc: 94.1836, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0580, loss: 1.2287 +2025-07-01 23:05:07,683 - mmdet - INFO - Epoch [3][2450/7330] lr: 1.000e-04, eta: 2 days, 22:48:33, time: 0.965, data_time: 0.026, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1993, s0.acc: 93.5127, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2597, s1.loss_cls: 0.0913, s1.acc: 93.8879, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1268, s2.loss_cls: 0.0433, s2.acc: 94.1153, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0592, loss: 1.2586 +2025-07-01 23:05:56,140 - mmdet - INFO - Epoch [3][2500/7330] lr: 1.000e-04, eta: 2 days, 22:42:27, time: 0.969, data_time: 0.024, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1956, s0.acc: 93.5916, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2592, s1.loss_cls: 0.0904, s1.acc: 93.9025, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1278, s2.loss_cls: 0.0437, s2.acc: 93.8473, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0593, loss: 1.2437 +2025-07-01 23:06:43,094 - mmdet - INFO - Epoch [3][2550/7330] lr: 1.000e-04, eta: 2 days, 22:34:07, time: 0.939, data_time: 0.024, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1972, s0.acc: 93.5554, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2620, s1.loss_cls: 0.0907, s1.acc: 93.9023, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1270, s2.loss_cls: 0.0427, s2.acc: 94.0611, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0587, loss: 1.2323 +2025-07-01 23:07:30,978 - mmdet - INFO - Epoch [3][2600/7330] lr: 1.000e-04, eta: 2 days, 22:27:33, time: 0.958, data_time: 0.020, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2017, s0.acc: 93.4985, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2624, s1.loss_cls: 0.0930, s1.acc: 93.7790, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1273, s2.loss_cls: 0.0438, s2.acc: 93.9388, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0590, loss: 1.2663 +2025-07-01 23:08:18,180 - mmdet - INFO - Epoch [3][2650/7330] lr: 1.000e-04, eta: 2 days, 22:20:09, time: 0.944, data_time: 0.027, memory: 13501, balance_loss: 0.0007, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2043, s0.acc: 93.3638, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2595, s1.loss_cls: 0.0943, s1.acc: 93.6397, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1263, s2.loss_cls: 0.0446, s2.acc: 93.8474, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0590, loss: 1.2508 +2025-07-01 23:09:21,324 - mmdet - INFO - Epoch [3][2700/7330] lr: 1.000e-04, eta: 2 days, 22:37:15, time: 1.263, data_time: 0.022, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2015, s0.acc: 93.3423, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2580, s1.loss_cls: 0.0927, s1.acc: 93.6252, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1250, s2.loss_cls: 0.0437, s2.acc: 93.8582, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0584, loss: 1.2609 +2025-07-01 23:10:08,658 - mmdet - INFO - Epoch [3][2750/7330] lr: 1.000e-04, eta: 2 days, 22:30:02, time: 0.946, data_time: 0.025, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2042, s0.acc: 93.3721, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2623, s1.loss_cls: 0.0940, s1.acc: 93.6766, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1274, s2.loss_cls: 0.0445, s2.acc: 93.8599, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0597, loss: 1.2668 +2025-07-01 23:10:55,690 - mmdet - INFO - Epoch [3][2800/7330] lr: 1.000e-04, eta: 2 days, 22:22:38, time: 0.941, data_time: 0.024, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1931, s0.acc: 93.7310, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2573, s1.loss_cls: 0.0885, s1.acc: 94.0459, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1255, s2.loss_cls: 0.0413, s2.acc: 94.2272, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0590, loss: 1.2148 +2025-07-01 23:11:43,185 - mmdet - INFO - Epoch [3][2850/7330] lr: 1.000e-04, eta: 2 days, 22:16:10, time: 0.950, data_time: 0.023, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.2016, s0.acc: 93.3923, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2626, s1.loss_cls: 0.0922, s1.acc: 93.7285, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1275, s2.loss_cls: 0.0435, s2.acc: 93.8726, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0593, loss: 1.2582 +2025-07-01 23:12:31,164 - mmdet - INFO - Epoch [3][2900/7330] lr: 1.000e-04, eta: 2 days, 22:10:33, time: 0.959, data_time: 0.025, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1964, s0.acc: 93.4973, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2583, s1.loss_cls: 0.0898, s1.acc: 93.8366, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1264, s2.loss_cls: 0.0423, s2.acc: 94.0052, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0587, loss: 1.2532 +2025-07-01 23:13:18,558 - mmdet - INFO - Epoch [3][2950/7330] lr: 1.000e-04, eta: 2 days, 22:04:17, time: 0.948, data_time: 0.024, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1971, s0.acc: 93.4883, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2635, s1.loss_cls: 0.0910, s1.acc: 93.8142, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1305, s2.loss_cls: 0.0428, s2.acc: 94.0148, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0607, loss: 1.2547 +2025-07-01 23:14:06,373 - mmdet - INFO - Epoch [3][3000/7330] lr: 1.000e-04, eta: 2 days, 21:58:46, time: 0.956, data_time: 0.022, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2042, s0.acc: 93.2385, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2629, s1.loss_cls: 0.0935, s1.acc: 93.6185, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1282, s2.loss_cls: 0.0433, s2.acc: 93.9321, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0596, loss: 1.2722 +2025-07-01 23:14:54,587 - mmdet - INFO - Epoch [3][3050/7330] lr: 1.000e-04, eta: 2 days, 21:53:56, time: 0.964, data_time: 0.025, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1960, s0.acc: 93.5544, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2576, s1.loss_cls: 0.0894, s1.acc: 93.9470, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1265, s2.loss_cls: 0.0422, s2.acc: 94.1798, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0590, loss: 1.2412 +2025-07-01 23:15:41,966 - mmdet - INFO - Epoch [3][3100/7330] lr: 1.000e-04, eta: 2 days, 21:48:09, time: 0.948, data_time: 0.028, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1925, s0.acc: 93.7898, s0.loss_bbox: 0.2393, s0.loss_mask: 0.2526, s1.loss_cls: 0.0880, s1.acc: 94.1516, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1243, s2.loss_cls: 0.0424, s2.acc: 94.1308, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0581, loss: 1.2107 +2025-07-01 23:16:44,603 - mmdet - INFO - Epoch [3][3150/7330] lr: 1.000e-04, eta: 2 days, 22:02:24, time: 1.253, data_time: 0.025, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1966, s0.acc: 93.5146, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2581, s1.loss_cls: 0.0897, s1.acc: 93.8766, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1257, s2.loss_cls: 0.0424, s2.acc: 94.0357, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0591, loss: 1.2488 +2025-07-01 23:17:32,711 - mmdet - INFO - Epoch [3][3200/7330] lr: 1.000e-04, eta: 2 days, 21:57:31, time: 0.962, data_time: 0.025, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1992, s0.acc: 93.4248, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2635, s1.loss_cls: 0.0921, s1.acc: 93.6834, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1289, s2.loss_cls: 0.0440, s2.acc: 93.8807, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0603, loss: 1.2670 +2025-07-01 23:18:20,698 - mmdet - INFO - Epoch [3][3250/7330] lr: 1.000e-04, eta: 2 days, 21:52:39, time: 0.960, data_time: 0.029, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1945, s0.acc: 93.6057, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2547, s1.loss_cls: 0.0889, s1.acc: 93.8843, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1251, s2.loss_cls: 0.0428, s2.acc: 94.0553, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0582, loss: 1.2279 +2025-07-01 23:19:07,861 - mmdet - INFO - Epoch [3][3300/7330] lr: 1.000e-04, eta: 2 days, 21:46:52, time: 0.943, data_time: 0.021, memory: 13733, balance_loss: 0.0007, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1940, s0.acc: 93.7610, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2574, s1.loss_cls: 0.0893, s1.acc: 94.0534, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1246, s2.loss_cls: 0.0421, s2.acc: 94.1817, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0584, loss: 1.2112 +2025-07-01 23:19:55,099 - mmdet - INFO - Epoch [3][3350/7330] lr: 1.000e-04, eta: 2 days, 21:41:18, time: 0.944, data_time: 0.028, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1902, s0.acc: 93.6025, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2630, s1.loss_cls: 0.0877, s1.acc: 93.9284, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1272, s2.loss_cls: 0.0419, s2.acc: 94.0308, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0592, loss: 1.2420 +2025-07-01 23:20:42,124 - mmdet - INFO - Epoch [3][3400/7330] lr: 1.000e-04, eta: 2 days, 21:35:40, time: 0.941, data_time: 0.024, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1911, s0.acc: 93.8613, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2520, s1.loss_cls: 0.0871, s1.acc: 94.2469, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1222, s2.loss_cls: 0.0408, s2.acc: 94.4662, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0571, loss: 1.1996 +2025-07-01 23:21:29,613 - mmdet - INFO - Epoch [3][3450/7330] lr: 1.000e-04, eta: 2 days, 21:30:41, time: 0.950, data_time: 0.023, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1916, s0.acc: 93.7100, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2613, s1.loss_cls: 0.0883, s1.acc: 93.9746, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1258, s2.loss_cls: 0.0417, s2.acc: 94.0531, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0586, loss: 1.2310 +2025-07-01 23:22:16,833 - mmdet - INFO - Epoch [3][3500/7330] lr: 1.000e-04, eta: 2 days, 21:25:32, time: 0.945, data_time: 0.023, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1961, s0.acc: 93.5972, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2610, s1.loss_cls: 0.0878, s1.acc: 94.1155, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1273, s2.loss_cls: 0.0416, s2.acc: 94.2762, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0597, loss: 1.2487 +2025-07-01 23:23:17,582 - mmdet - INFO - Epoch [3][3550/7330] lr: 1.000e-04, eta: 2 days, 21:36:03, time: 1.214, data_time: 0.022, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1960, s0.acc: 93.5215, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2543, s1.loss_cls: 0.0908, s1.acc: 93.7583, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1246, s2.loss_cls: 0.0428, s2.acc: 93.9887, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0581, loss: 1.2343 +2025-07-01 23:24:05,093 - mmdet - INFO - Epoch [3][3600/7330] lr: 1.000e-04, eta: 2 days, 21:31:16, time: 0.951, data_time: 0.030, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2021, s0.acc: 93.4529, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2579, s1.loss_cls: 0.0927, s1.acc: 93.7974, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1250, s2.loss_cls: 0.0436, s2.acc: 94.0936, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0579, loss: 1.2507 +2025-07-01 23:24:52,118 - mmdet - INFO - Epoch [3][3650/7330] lr: 1.000e-04, eta: 2 days, 21:26:02, time: 0.941, data_time: 0.027, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1908, s0.acc: 93.7424, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2587, s1.loss_cls: 0.0866, s1.acc: 94.1430, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1254, s2.loss_cls: 0.0405, s2.acc: 94.4122, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0585, loss: 1.2106 +2025-07-01 23:25:38,987 - mmdet - INFO - Epoch [3][3700/7330] lr: 1.000e-04, eta: 2 days, 21:20:43, time: 0.937, data_time: 0.024, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1927, s0.acc: 93.7351, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2555, s1.loss_cls: 0.0877, s1.acc: 94.1005, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1252, s2.loss_cls: 0.0421, s2.acc: 94.2135, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0585, loss: 1.2100 +2025-07-01 23:26:26,168 - mmdet - INFO - Epoch [3][3750/7330] lr: 1.000e-04, eta: 2 days, 21:15:53, time: 0.944, data_time: 0.027, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1912, s0.acc: 93.6404, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2597, s1.loss_cls: 0.0888, s1.acc: 93.9242, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1272, s2.loss_cls: 0.0423, s2.acc: 94.1147, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0594, loss: 1.2437 +2025-07-01 23:27:13,561 - mmdet - INFO - Epoch [3][3800/7330] lr: 1.000e-04, eta: 2 days, 21:11:23, time: 0.948, data_time: 0.024, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1875, s0.acc: 93.8076, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2567, s1.loss_cls: 0.0866, s1.acc: 94.1319, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1251, s2.loss_cls: 0.0409, s2.acc: 94.3622, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0583, loss: 1.2135 +2025-07-01 23:28:00,421 - mmdet - INFO - Epoch [3][3850/7330] lr: 1.000e-04, eta: 2 days, 21:06:24, time: 0.937, data_time: 0.027, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1931, s0.acc: 93.6533, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2562, s1.loss_cls: 0.0882, s1.acc: 94.0073, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1265, s2.loss_cls: 0.0418, s2.acc: 94.2198, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0586, loss: 1.2233 +2025-07-01 23:28:47,663 - mmdet - INFO - Epoch [3][3900/7330] lr: 1.000e-04, eta: 2 days, 21:01:56, time: 0.945, data_time: 0.027, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0486, loss_rpn_bbox: 0.0314, s0.loss_cls: 0.2006, s0.acc: 93.3989, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2692, s1.loss_cls: 0.0921, s1.acc: 93.7687, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1302, s2.loss_cls: 0.0433, s2.acc: 93.9902, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0606, loss: 1.2698 +2025-07-01 23:29:50,945 - mmdet - INFO - Epoch [3][3950/7330] lr: 1.000e-04, eta: 2 days, 21:14:08, time: 1.265, data_time: 0.025, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1877, s0.acc: 93.8599, s0.loss_bbox: 0.2369, s0.loss_mask: 0.2538, s1.loss_cls: 0.0854, s1.acc: 94.2493, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1244, s2.loss_cls: 0.0400, s2.acc: 94.4581, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0585, loss: 1.1999 +2025-07-01 23:30:38,876 - mmdet - INFO - Epoch [3][4000/7330] lr: 1.000e-04, eta: 2 days, 21:10:22, time: 0.959, data_time: 0.025, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2004, s0.acc: 93.3613, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2602, s1.loss_cls: 0.0922, s1.acc: 93.7225, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1270, s2.loss_cls: 0.0431, s2.acc: 93.9335, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0595, loss: 1.2569 +2025-07-01 23:31:26,234 - mmdet - INFO - Epoch [3][4050/7330] lr: 1.000e-04, eta: 2 days, 21:06:04, time: 0.947, data_time: 0.023, memory: 14100, balance_loss: 0.0007, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1869, s0.acc: 93.8523, s0.loss_bbox: 0.2329, s0.loss_mask: 0.2532, s1.loss_cls: 0.0860, s1.acc: 94.2547, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1232, s2.loss_cls: 0.0407, s2.acc: 94.2664, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0575, loss: 1.1966 +2025-07-01 23:32:13,845 - mmdet - INFO - Epoch [3][4100/7330] lr: 1.000e-04, eta: 2 days, 21:02:06, time: 0.952, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0459, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1991, s0.acc: 93.4587, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2623, s1.loss_cls: 0.0908, s1.acc: 93.8785, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1267, s2.loss_cls: 0.0431, s2.acc: 94.0165, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0591, loss: 1.2635 +2025-07-01 23:33:01,359 - mmdet - INFO - Epoch [3][4150/7330] lr: 1.000e-04, eta: 2 days, 20:58:09, time: 0.951, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1991, s0.acc: 93.5017, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2578, s1.loss_cls: 0.0910, s1.acc: 93.8842, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1251, s2.loss_cls: 0.0434, s2.acc: 93.9194, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0581, loss: 1.2502 +2025-07-01 23:33:49,394 - mmdet - INFO - Epoch [3][4200/7330] lr: 1.000e-04, eta: 2 days, 20:54:44, time: 0.960, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1971, s0.acc: 93.4941, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2568, s1.loss_cls: 0.0923, s1.acc: 93.7053, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1251, s2.loss_cls: 0.0440, s2.acc: 93.7568, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0587, loss: 1.2379 +2025-07-01 23:34:37,316 - mmdet - INFO - Epoch [3][4250/7330] lr: 1.000e-04, eta: 2 days, 20:51:19, time: 0.959, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.2042, s0.acc: 93.1465, s0.loss_bbox: 0.2628, s0.loss_mask: 0.2618, s1.loss_cls: 0.0959, s1.acc: 93.4141, s1.loss_bbox: 0.1139, s1.loss_mask: 0.1268, s2.loss_cls: 0.0454, s2.acc: 93.6408, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0591, loss: 1.2860 +2025-07-01 23:35:25,155 - mmdet - INFO - Epoch [3][4300/7330] lr: 1.000e-04, eta: 2 days, 20:47:51, time: 0.957, data_time: 0.020, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.2011, s0.acc: 93.5049, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2554, s1.loss_cls: 0.0927, s1.acc: 93.7874, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1256, s2.loss_cls: 0.0438, s2.acc: 93.9346, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0583, loss: 1.2485 +2025-07-01 23:36:25,164 - mmdet - INFO - Epoch [3][4350/7330] lr: 1.000e-04, eta: 2 days, 20:55:52, time: 1.200, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1930, s0.acc: 93.6028, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2561, s1.loss_cls: 0.0885, s1.acc: 94.0421, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1242, s2.loss_cls: 0.0418, s2.acc: 94.1522, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0581, loss: 1.2218 +2025-07-01 23:37:17,554 - mmdet - INFO - Epoch [3][4400/7330] lr: 1.000e-04, eta: 2 days, 20:56:37, time: 1.048, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1986, s0.acc: 93.4968, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2530, s1.loss_cls: 0.0920, s1.acc: 93.7681, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1229, s2.loss_cls: 0.0442, s2.acc: 93.8356, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0573, loss: 1.2357 +2025-07-01 23:38:04,838 - mmdet - INFO - Epoch [3][4450/7330] lr: 1.000e-04, eta: 2 days, 20:52:39, time: 0.946, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1839, s0.acc: 93.9045, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2524, s1.loss_cls: 0.0852, s1.acc: 94.1175, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1247, s2.loss_cls: 0.0410, s2.acc: 94.2957, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0589, loss: 1.1943 +2025-07-01 23:38:51,314 - mmdet - INFO - Epoch [3][4500/7330] lr: 1.000e-04, eta: 2 days, 20:48:01, time: 0.930, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1889, s0.acc: 93.8572, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2549, s1.loss_cls: 0.0866, s1.acc: 94.2277, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1248, s2.loss_cls: 0.0411, s2.acc: 94.3198, s2.loss_bbox: 0.0386, s2.loss_mask: 0.0585, loss: 1.1963 +2025-07-01 23:39:38,815 - mmdet - INFO - Epoch [3][4550/7330] lr: 1.000e-04, eta: 2 days, 20:44:24, time: 0.950, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1961, s0.acc: 93.5991, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2531, s1.loss_cls: 0.0899, s1.acc: 93.9956, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1230, s2.loss_cls: 0.0427, s2.acc: 94.1590, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0577, loss: 1.2225 +2025-07-01 23:40:26,287 - mmdet - INFO - Epoch [3][4600/7330] lr: 1.000e-04, eta: 2 days, 20:40:48, time: 0.949, data_time: 0.024, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1890, s0.acc: 93.7207, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2534, s1.loss_cls: 0.0881, s1.acc: 94.0335, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1239, s2.loss_cls: 0.0420, s2.acc: 94.0691, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0586, loss: 1.2199 +2025-07-01 23:41:13,666 - mmdet - INFO - Epoch [3][4650/7330] lr: 1.000e-04, eta: 2 days, 20:37:12, time: 0.948, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1936, s0.acc: 93.6287, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2562, s1.loss_cls: 0.0898, s1.acc: 93.8631, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1251, s2.loss_cls: 0.0430, s2.acc: 93.9886, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0591, loss: 1.2277 +2025-07-01 23:42:01,029 - mmdet - INFO - Epoch [3][4700/7330] lr: 1.000e-04, eta: 2 days, 20:33:38, time: 0.947, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1985, s0.acc: 93.4910, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2569, s1.loss_cls: 0.0911, s1.acc: 93.7063, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1252, s2.loss_cls: 0.0438, s2.acc: 93.7318, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0583, loss: 1.2439 +2025-07-01 23:42:48,812 - mmdet - INFO - Epoch [3][4750/7330] lr: 1.000e-04, eta: 2 days, 20:30:29, time: 0.956, data_time: 0.029, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1941, s0.acc: 93.5652, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2563, s1.loss_cls: 0.0887, s1.acc: 94.0180, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1243, s2.loss_cls: 0.0422, s2.acc: 94.1051, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0584, loss: 1.2376 +2025-07-01 23:43:52,901 - mmdet - INFO - Epoch [3][4800/7330] lr: 1.000e-04, eta: 2 days, 20:41:13, time: 1.282, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1932, s0.acc: 93.6345, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2603, s1.loss_cls: 0.0896, s1.acc: 93.9345, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1281, s2.loss_cls: 0.0431, s2.acc: 93.9102, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0594, loss: 1.2422 +2025-07-01 23:44:40,008 - mmdet - INFO - Epoch [3][4850/7330] lr: 1.000e-04, eta: 2 days, 20:37:28, time: 0.942, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1856, s0.acc: 93.9299, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2542, s1.loss_cls: 0.0854, s1.acc: 94.3124, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1236, s2.loss_cls: 0.0407, s2.acc: 94.3328, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0574, loss: 1.1939 +2025-07-01 23:45:26,927 - mmdet - INFO - Epoch [3][4900/7330] lr: 1.000e-04, eta: 2 days, 20:33:36, time: 0.938, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1964, s0.acc: 93.5332, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2574, s1.loss_cls: 0.0903, s1.acc: 93.8882, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1253, s2.loss_cls: 0.0425, s2.acc: 94.0415, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0580, loss: 1.2344 +2025-07-01 23:46:14,825 - mmdet - INFO - Epoch [3][4950/7330] lr: 1.000e-04, eta: 2 days, 20:30:37, time: 0.958, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2016, s0.acc: 93.4172, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2629, s1.loss_cls: 0.0931, s1.acc: 93.7515, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1271, s2.loss_cls: 0.0449, s2.acc: 93.7805, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0592, loss: 1.2675 +2025-07-01 23:47:02,305 - mmdet - INFO - Epoch [3][5000/7330] lr: 1.000e-04, eta: 2 days, 20:27:19, time: 0.949, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1960, s0.acc: 93.7441, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2549, s1.loss_cls: 0.0903, s1.acc: 93.9760, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1247, s2.loss_cls: 0.0429, s2.acc: 93.9989, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0582, loss: 1.2302 +2025-07-01 23:47:49,738 - mmdet - INFO - Epoch [3][5050/7330] lr: 1.000e-04, eta: 2 days, 20:24:03, time: 0.949, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2062, s0.acc: 93.2659, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2520, s1.loss_cls: 0.0959, s1.acc: 93.4690, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1230, s2.loss_cls: 0.0457, s2.acc: 93.7143, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0577, loss: 1.2549 +2025-07-01 23:48:37,018 - mmdet - INFO - Epoch [3][5100/7330] lr: 1.000e-04, eta: 2 days, 20:20:42, time: 0.946, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2073, s0.acc: 93.4912, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2604, s1.loss_cls: 0.0971, s1.acc: 93.6701, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1250, s2.loss_cls: 0.0454, s2.acc: 93.8339, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0585, loss: 1.2593 +2025-07-01 23:49:24,923 - mmdet - INFO - Epoch [3][5150/7330] lr: 1.000e-04, eta: 2 days, 20:17:54, time: 0.958, data_time: 0.020, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1960, s0.acc: 93.5144, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2556, s1.loss_cls: 0.0900, s1.acc: 93.8649, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1255, s2.loss_cls: 0.0424, s2.acc: 94.0259, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0585, loss: 1.2441 +2025-07-01 23:50:31,084 - mmdet - INFO - Epoch [3][5200/7330] lr: 1.000e-04, eta: 2 days, 20:29:24, time: 1.323, data_time: 0.020, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1947, s0.acc: 93.7139, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2532, s1.loss_cls: 0.0905, s1.acc: 94.0860, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1240, s2.loss_cls: 0.0423, s2.acc: 94.2735, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0576, loss: 1.2166 +2025-07-01 23:51:18,244 - mmdet - INFO - Epoch [3][5250/7330] lr: 1.000e-04, eta: 2 days, 20:25:58, time: 0.943, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1971, s0.acc: 93.5188, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2566, s1.loss_cls: 0.0910, s1.acc: 93.8703, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1256, s2.loss_cls: 0.0430, s2.acc: 94.0056, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0585, loss: 1.2300 +2025-07-01 23:52:05,631 - mmdet - INFO - Epoch [3][5300/7330] lr: 1.000e-04, eta: 2 days, 20:22:44, time: 0.947, data_time: 0.027, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0466, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2030, s0.acc: 93.3726, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2568, s1.loss_cls: 0.0930, s1.acc: 93.6791, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1242, s2.loss_cls: 0.0441, s2.acc: 93.7513, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0577, loss: 1.2522 +2025-07-01 23:52:53,619 - mmdet - INFO - Epoch [3][5350/7330] lr: 1.000e-04, eta: 2 days, 20:20:01, time: 0.960, data_time: 0.027, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2070, s0.acc: 93.2332, s0.loss_bbox: 0.2534, s0.loss_mask: 0.2646, s1.loss_cls: 0.0950, s1.acc: 93.5198, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1292, s2.loss_cls: 0.0458, s2.acc: 93.6383, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0605, loss: 1.2888 +2025-07-01 23:53:41,228 - mmdet - INFO - Epoch [3][5400/7330] lr: 1.000e-04, eta: 2 days, 20:17:03, time: 0.952, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0464, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1933, s0.acc: 93.6128, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2503, s1.loss_cls: 0.0891, s1.acc: 93.8915, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1228, s2.loss_cls: 0.0424, s2.acc: 94.0526, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0571, loss: 1.2277 +2025-07-01 23:54:28,549 - mmdet - INFO - Epoch [3][5450/7330] lr: 1.000e-04, eta: 2 days, 20:13:54, time: 0.946, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1943, s0.acc: 93.7861, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2518, s1.loss_cls: 0.0909, s1.acc: 94.0117, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1229, s2.loss_cls: 0.0431, s2.acc: 94.0972, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0573, loss: 1.2047 +2025-07-01 23:55:16,311 - mmdet - INFO - Epoch [3][5500/7330] lr: 1.000e-04, eta: 2 days, 20:11:08, time: 0.955, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1983, s0.acc: 93.7354, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2565, s1.loss_cls: 0.0920, s1.acc: 93.9770, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1241, s2.loss_cls: 0.0439, s2.acc: 94.0027, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0581, loss: 1.2355 +2025-07-01 23:56:04,096 - mmdet - INFO - Epoch [3][5550/7330] lr: 1.000e-04, eta: 2 days, 20:08:23, time: 0.955, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1953, s0.acc: 93.6431, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2589, s1.loss_cls: 0.0910, s1.acc: 93.9497, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1264, s2.loss_cls: 0.0428, s2.acc: 94.1213, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0592, loss: 1.2502 +2025-07-01 23:57:02,261 - mmdet - INFO - Epoch [3][5600/7330] lr: 1.000e-04, eta: 2 days, 20:13:15, time: 1.164, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2026, s0.acc: 93.4021, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2565, s1.loss_cls: 0.0935, s1.acc: 93.7544, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1250, s2.loss_cls: 0.0445, s2.acc: 93.8799, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0582, loss: 1.2496 +2025-07-01 23:57:52,581 - mmdet - INFO - Epoch [3][5650/7330] lr: 1.000e-04, eta: 2 days, 20:12:21, time: 1.006, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2109, s0.acc: 93.1704, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2566, s1.loss_cls: 0.0983, s1.acc: 93.4623, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1253, s2.loss_cls: 0.0467, s2.acc: 93.5574, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0582, loss: 1.2788 +2025-07-01 23:58:40,589 - mmdet - INFO - Epoch [3][5700/7330] lr: 1.000e-04, eta: 2 days, 20:09:47, time: 0.960, data_time: 0.020, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1954, s0.acc: 93.6604, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2489, s1.loss_cls: 0.0905, s1.acc: 93.9502, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1216, s2.loss_cls: 0.0429, s2.acc: 94.1259, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0568, loss: 1.2170 +2025-07-01 23:59:28,167 - mmdet - INFO - Epoch [3][5750/7330] lr: 1.000e-04, eta: 2 days, 20:06:59, time: 0.952, data_time: 0.024, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2025, s0.acc: 93.4307, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2546, s1.loss_cls: 0.0948, s1.acc: 93.5800, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1230, s2.loss_cls: 0.0451, s2.acc: 93.6401, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0575, loss: 1.2474 +2025-07-02 00:00:16,461 - mmdet - INFO - Epoch [3][5800/7330] lr: 1.000e-04, eta: 2 days, 20:04:41, time: 0.966, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0472, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.2197, s0.acc: 92.8853, s0.loss_bbox: 0.2674, s0.loss_mask: 0.2586, s1.loss_cls: 0.1015, s1.acc: 93.1830, s1.loss_bbox: 0.1172, s1.loss_mask: 0.1272, s2.loss_cls: 0.0484, s2.acc: 93.2749, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0597, loss: 1.3227 +2025-07-02 00:01:03,997 - mmdet - INFO - Epoch [3][5850/7330] lr: 1.000e-04, eta: 2 days, 20:01:54, time: 0.951, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1992, s0.acc: 93.5010, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2560, s1.loss_cls: 0.0908, s1.acc: 93.8283, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1262, s2.loss_cls: 0.0435, s2.acc: 93.8947, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0592, loss: 1.2485 +2025-07-02 00:01:51,943 - mmdet - INFO - Epoch [3][5900/7330] lr: 1.000e-04, eta: 2 days, 19:59:26, time: 0.959, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1980, s0.acc: 93.4683, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2570, s1.loss_cls: 0.0907, s1.acc: 93.8817, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1253, s2.loss_cls: 0.0431, s2.acc: 94.0216, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0585, loss: 1.2444 +2025-07-02 00:02:39,638 - mmdet - INFO - Epoch [3][5950/7330] lr: 1.000e-04, eta: 2 days, 19:56:50, time: 0.954, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1817, s0.acc: 94.0188, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2522, s1.loss_cls: 0.0847, s1.acc: 94.3102, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1244, s2.loss_cls: 0.0402, s2.acc: 94.4433, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0578, loss: 1.1924 +2025-07-02 00:03:26,998 - mmdet - INFO - Epoch [3][6000/7330] lr: 1.000e-04, eta: 2 days, 19:54:01, time: 0.947, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1848, s0.acc: 93.9978, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2517, s1.loss_cls: 0.0854, s1.acc: 94.2867, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1227, s2.loss_cls: 0.0405, s2.acc: 94.3522, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0569, loss: 1.1851 +2025-07-02 00:04:32,030 - mmdet - INFO - Epoch [3][6050/7330] lr: 1.000e-04, eta: 2 days, 20:03:04, time: 1.300, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1933, s0.acc: 93.7046, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2556, s1.loss_cls: 0.0885, s1.acc: 94.0667, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1249, s2.loss_cls: 0.0418, s2.acc: 94.2187, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0586, loss: 1.2228 +2025-07-02 00:05:19,521 - mmdet - INFO - Epoch [3][6100/7330] lr: 1.000e-04, eta: 2 days, 20:00:20, time: 0.950, data_time: 0.024, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1969, s0.acc: 93.6130, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2527, s1.loss_cls: 0.0924, s1.acc: 93.8675, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1226, s2.loss_cls: 0.0439, s2.acc: 94.0222, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0571, loss: 1.2282 +2025-07-02 00:06:06,910 - mmdet - INFO - Epoch [3][6150/7330] lr: 1.000e-04, eta: 2 days, 19:57:32, time: 0.948, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1952, s0.acc: 93.6086, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2519, s1.loss_cls: 0.0904, s1.acc: 93.8334, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1228, s2.loss_cls: 0.0426, s2.acc: 93.9688, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0576, loss: 1.2223 +2025-07-02 00:06:55,423 - mmdet - INFO - Epoch [3][6200/7330] lr: 1.000e-04, eta: 2 days, 19:55:31, time: 0.970, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2018, s0.acc: 93.4863, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2546, s1.loss_cls: 0.0922, s1.acc: 93.9482, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1246, s2.loss_cls: 0.0436, s2.acc: 93.9822, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0578, loss: 1.2505 +2025-07-02 00:07:43,457 - mmdet - INFO - Epoch [3][6250/7330] lr: 1.000e-04, eta: 2 days, 19:53:12, time: 0.961, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0310, s0.loss_cls: 0.2030, s0.acc: 93.3115, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2572, s1.loss_cls: 0.0926, s1.acc: 93.7135, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1261, s2.loss_cls: 0.0437, s2.acc: 93.8241, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0591, loss: 1.2669 +2025-07-02 00:08:30,895 - mmdet - INFO - Epoch [3][6300/7330] lr: 1.000e-04, eta: 2 days, 19:50:32, time: 0.949, data_time: 0.024, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1933, s0.acc: 93.6223, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2635, s1.loss_cls: 0.0904, s1.acc: 93.8702, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1286, s2.loss_cls: 0.0429, s2.acc: 93.9991, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0599, loss: 1.2494 +2025-07-02 00:09:18,148 - mmdet - INFO - Epoch [3][6350/7330] lr: 1.000e-04, eta: 2 days, 19:47:46, time: 0.945, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1847, s0.acc: 93.9023, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2525, s1.loss_cls: 0.0843, s1.acc: 94.3595, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1241, s2.loss_cls: 0.0401, s2.acc: 94.3790, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0581, loss: 1.1875 +2025-07-02 00:10:05,261 - mmdet - INFO - Epoch [3][6400/7330] lr: 1.000e-04, eta: 2 days, 19:44:57, time: 0.942, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1811, s0.acc: 93.9824, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2541, s1.loss_cls: 0.0830, s1.acc: 94.3448, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1255, s2.loss_cls: 0.0397, s2.acc: 94.4309, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0581, loss: 1.1983 +2025-07-02 00:11:12,610 - mmdet - INFO - Epoch [3][6450/7330] lr: 1.000e-04, eta: 2 days, 19:54:50, time: 1.346, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1913, s0.acc: 93.7917, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2560, s1.loss_cls: 0.0886, s1.acc: 94.0502, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1259, s2.loss_cls: 0.0416, s2.acc: 94.2852, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0588, loss: 1.2227 +2025-07-02 00:12:00,343 - mmdet - INFO - Epoch [3][6500/7330] lr: 1.000e-04, eta: 2 days, 19:52:23, time: 0.955, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1987, s0.acc: 93.4456, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2499, s1.loss_cls: 0.0925, s1.acc: 93.6881, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1224, s2.loss_cls: 0.0440, s2.acc: 93.8259, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0575, loss: 1.2246 +2025-07-02 00:12:47,460 - mmdet - INFO - Epoch [3][6550/7330] lr: 1.000e-04, eta: 2 days, 19:49:33, time: 0.942, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.2020, s0.acc: 93.4209, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2563, s1.loss_cls: 0.0917, s1.acc: 93.9340, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1244, s2.loss_cls: 0.0434, s2.acc: 94.1194, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0578, loss: 1.2417 +2025-07-02 00:13:35,443 - mmdet - INFO - Epoch [3][6600/7330] lr: 1.000e-04, eta: 2 days, 19:47:17, time: 0.960, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1978, s0.acc: 93.4819, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2574, s1.loss_cls: 0.0917, s1.acc: 93.7615, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1251, s2.loss_cls: 0.0431, s2.acc: 93.9720, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0578, loss: 1.2430 +2025-07-02 00:14:22,297 - mmdet - INFO - Epoch [3][6650/7330] lr: 1.000e-04, eta: 2 days, 19:44:22, time: 0.937, data_time: 0.027, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1849, s0.acc: 93.8945, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2531, s1.loss_cls: 0.0858, s1.acc: 94.1582, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1238, s2.loss_cls: 0.0410, s2.acc: 94.2147, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0575, loss: 1.2047 +2025-07-02 00:15:09,652 - mmdet - INFO - Epoch [3][6700/7330] lr: 1.000e-04, eta: 2 days, 19:41:46, time: 0.947, data_time: 0.025, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1994, s0.acc: 93.4905, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2548, s1.loss_cls: 0.0916, s1.acc: 93.7735, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1251, s2.loss_cls: 0.0433, s2.acc: 93.9494, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0586, loss: 1.2464 +2025-07-02 00:15:57,701 - mmdet - INFO - Epoch [3][6750/7330] lr: 1.000e-04, eta: 2 days, 19:39:37, time: 0.961, data_time: 0.023, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.2003, s0.acc: 93.3333, s0.loss_bbox: 0.2530, s0.loss_mask: 0.2601, s1.loss_cls: 0.0928, s1.acc: 93.6619, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1269, s2.loss_cls: 0.0440, s2.acc: 93.7211, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0590, loss: 1.2592 +2025-07-02 00:16:45,861 - mmdet - INFO - Epoch [3][6800/7330] lr: 1.000e-04, eta: 2 days, 19:37:33, time: 0.963, data_time: 0.024, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.2085, s0.acc: 93.1577, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2608, s1.loss_cls: 0.0966, s1.acc: 93.4638, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1263, s2.loss_cls: 0.0459, s2.acc: 93.7272, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0592, loss: 1.2911 +2025-07-02 00:17:51,706 - mmdet - INFO - Epoch [3][6850/7330] lr: 1.000e-04, eta: 2 days, 19:45:54, time: 1.316, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1943, s0.acc: 93.7585, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2505, s1.loss_cls: 0.0898, s1.acc: 94.0129, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1225, s2.loss_cls: 0.0426, s2.acc: 94.0788, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0570, loss: 1.2151 +2025-07-02 00:18:39,443 - mmdet - INFO - Epoch [3][6900/7330] lr: 1.000e-04, eta: 2 days, 19:43:33, time: 0.955, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.2072, s0.acc: 93.3630, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2584, s1.loss_cls: 0.0952, s1.acc: 93.7043, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1269, s2.loss_cls: 0.0450, s2.acc: 93.9144, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0589, loss: 1.2665 +2025-07-02 00:19:27,157 - mmdet - INFO - Epoch [3][6950/7330] lr: 1.000e-04, eta: 2 days, 19:41:13, time: 0.954, data_time: 0.029, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1976, s0.acc: 93.6277, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2571, s1.loss_cls: 0.0904, s1.acc: 93.8860, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1248, s2.loss_cls: 0.0434, s2.acc: 93.9935, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0584, loss: 1.2333 +2025-07-02 00:20:14,784 - mmdet - INFO - Epoch [3][7000/7330] lr: 1.000e-04, eta: 2 days, 19:38:51, time: 0.953, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1988, s0.acc: 93.4558, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2558, s1.loss_cls: 0.0915, s1.acc: 93.8271, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1243, s2.loss_cls: 0.0432, s2.acc: 93.9888, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0579, loss: 1.2439 +2025-07-02 00:21:02,472 - mmdet - INFO - Epoch [3][7050/7330] lr: 1.000e-04, eta: 2 days, 19:36:32, time: 0.954, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2057, s0.acc: 93.3376, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2552, s1.loss_cls: 0.0947, s1.acc: 93.6237, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1245, s2.loss_cls: 0.0443, s2.acc: 93.8387, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0580, loss: 1.2536 +2025-07-02 00:21:49,603 - mmdet - INFO - Epoch [3][7100/7330] lr: 1.000e-04, eta: 2 days, 19:33:56, time: 0.943, data_time: 0.024, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.2047, s0.acc: 93.3936, s0.loss_bbox: 0.2503, s0.loss_mask: 0.2583, s1.loss_cls: 0.0954, s1.acc: 93.6777, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1248, s2.loss_cls: 0.0449, s2.acc: 93.7506, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0581, loss: 1.2633 +2025-07-02 00:22:37,787 - mmdet - INFO - Epoch [3][7150/7330] lr: 1.000e-04, eta: 2 days, 19:31:55, time: 0.963, data_time: 0.020, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1890, s0.acc: 93.6692, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2555, s1.loss_cls: 0.0885, s1.acc: 93.9167, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1247, s2.loss_cls: 0.0421, s2.acc: 94.1054, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0582, loss: 1.2309 +2025-07-02 00:23:25,143 - mmdet - INFO - Epoch [3][7200/7330] lr: 1.000e-04, eta: 2 days, 19:29:30, time: 0.948, data_time: 0.022, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2047, s0.acc: 93.3230, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2516, s1.loss_cls: 0.0944, s1.acc: 93.6075, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1232, s2.loss_cls: 0.0448, s2.acc: 93.7946, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0575, loss: 1.2586 +2025-07-02 00:24:12,831 - mmdet - INFO - Epoch [3][7250/7330] lr: 1.000e-04, eta: 2 days, 19:27:16, time: 0.954, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1957, s0.acc: 93.5452, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2556, s1.loss_cls: 0.0914, s1.acc: 93.8000, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1240, s2.loss_cls: 0.0440, s2.acc: 93.8820, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0578, loss: 1.2380 +2025-07-02 00:25:17,811 - mmdet - INFO - Epoch [3][7300/7330] lr: 1.000e-04, eta: 2 days, 19:34:36, time: 1.300, data_time: 0.021, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1963, s0.acc: 93.6047, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2535, s1.loss_cls: 0.0902, s1.acc: 93.9906, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1232, s2.loss_cls: 0.0426, s2.acc: 94.0997, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0575, loss: 1.2215 +2025-07-02 00:25:55,082 - mmdet - INFO - Saving checkpoint at 3 epochs +2025-07-02 00:29:11,466 - mmdet - INFO - Evaluating bbox... +2025-07-02 00:29:46,865 - mmdet - INFO - Evaluating segm... +2025-07-02 00:30:22,467 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 00:30:22,467 - mmdet - INFO - Epoch(val) [3][7330] bbox_mAP: 0.4130, bbox_mAP_50: 0.5940, bbox_mAP_75: 0.4470, bbox_mAP_s: 0.2440, bbox_mAP_m: 0.4420, bbox_mAP_l: 0.5570, bbox_mAP_copypaste: 0.413 0.594 0.447 0.244 0.442 0.557, segm_mAP: 0.3600, segm_mAP_50: 0.5660, segm_mAP_75: 0.3850, segm_mAP_s: 0.2020, segm_mAP_m: 0.3890, segm_mAP_l: 0.5020, segm_mAP_copypaste: 0.360 0.566 0.385 0.202 0.389 0.502 +2025-07-02 00:32:34,047 - mmdet - INFO - Epoch [4][50/7330] lr: 1.000e-04, eta: 2 days, 20:01:10, time: 2.631, data_time: 1.556, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2008, s0.acc: 93.3049, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2561, s1.loss_cls: 0.0929, s1.acc: 93.5679, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1248, s2.loss_cls: 0.0450, s2.acc: 93.5713, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0583, loss: 1.2647 +2025-07-02 00:33:25,788 - mmdet - INFO - Epoch [4][100/7330] lr: 1.000e-04, eta: 2 days, 20:00:56, time: 1.035, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1965, s0.acc: 93.5640, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2582, s1.loss_cls: 0.0899, s1.acc: 93.8934, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1260, s2.loss_cls: 0.0430, s2.acc: 93.9527, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0581, loss: 1.2512 +2025-07-02 00:34:17,530 - mmdet - INFO - Epoch [4][150/7330] lr: 1.000e-04, eta: 2 days, 20:00:41, time: 1.035, data_time: 0.036, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1982, s0.acc: 93.5784, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2508, s1.loss_cls: 0.0906, s1.acc: 93.9209, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1234, s2.loss_cls: 0.0431, s2.acc: 94.0843, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0574, loss: 1.2169 +2025-07-02 00:35:08,789 - mmdet - INFO - Epoch [4][200/7330] lr: 1.000e-04, eta: 2 days, 20:00:10, time: 1.025, data_time: 0.036, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2066, s0.acc: 93.1702, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2581, s1.loss_cls: 0.0955, s1.acc: 93.4992, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1276, s2.loss_cls: 0.0449, s2.acc: 93.7401, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0596, loss: 1.2806 +2025-07-02 00:36:00,325 - mmdet - INFO - Epoch [4][250/7330] lr: 1.000e-04, eta: 2 days, 19:59:47, time: 1.030, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1969, s0.acc: 93.5654, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2494, s1.loss_cls: 0.0903, s1.acc: 93.8606, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1219, s2.loss_cls: 0.0426, s2.acc: 94.1055, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.2208 +2025-07-02 00:37:05,134 - mmdet - INFO - Epoch [4][300/7330] lr: 1.000e-04, eta: 2 days, 20:06:25, time: 1.297, data_time: 0.036, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1973, s0.acc: 93.5740, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2478, s1.loss_cls: 0.0907, s1.acc: 93.9559, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1217, s2.loss_cls: 0.0425, s2.acc: 94.1348, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0572, loss: 1.2350 +2025-07-02 00:37:55,190 - mmdet - INFO - Epoch [4][350/7330] lr: 1.000e-04, eta: 2 days, 20:05:13, time: 1.001, data_time: 0.031, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1965, s0.acc: 93.5874, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2508, s1.loss_cls: 0.0893, s1.acc: 93.9873, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1230, s2.loss_cls: 0.0427, s2.acc: 93.9941, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0573, loss: 1.2284 +2025-07-02 00:38:45,122 - mmdet - INFO - Epoch [4][400/7330] lr: 1.000e-04, eta: 2 days, 20:03:57, time: 0.999, data_time: 0.036, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1999, s0.acc: 93.4351, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2615, s1.loss_cls: 0.0925, s1.acc: 93.6558, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1276, s2.loss_cls: 0.0439, s2.acc: 93.9218, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0597, loss: 1.2607 +2025-07-02 00:39:38,581 - mmdet - INFO - Epoch [4][450/7330] lr: 1.000e-04, eta: 2 days, 20:04:30, time: 1.069, data_time: 0.034, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2003, s0.acc: 93.2964, s0.loss_bbox: 0.2586, s0.loss_mask: 0.2590, s1.loss_cls: 0.0911, s1.acc: 93.7048, s1.loss_bbox: 0.1138, s1.loss_mask: 0.1261, s2.loss_cls: 0.0431, s2.acc: 93.8905, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0589, loss: 1.2708 +2025-07-02 00:40:28,272 - mmdet - INFO - Epoch [4][500/7330] lr: 1.000e-04, eta: 2 days, 20:03:07, time: 0.994, data_time: 0.032, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.2051, s0.acc: 93.3792, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2559, s1.loss_cls: 0.0947, s1.acc: 93.7032, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1249, s2.loss_cls: 0.0448, s2.acc: 93.8647, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0579, loss: 1.2568 +2025-07-02 00:41:17,347 - mmdet - INFO - Epoch [4][550/7330] lr: 1.000e-04, eta: 2 days, 20:01:25, time: 0.982, data_time: 0.032, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1963, s0.acc: 93.5911, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2619, s1.loss_cls: 0.0911, s1.acc: 93.8507, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1280, s2.loss_cls: 0.0434, s2.acc: 94.0341, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0600, loss: 1.2426 +2025-07-02 00:42:06,751 - mmdet - INFO - Epoch [4][600/7330] lr: 1.000e-04, eta: 2 days, 19:59:54, time: 0.988, data_time: 0.033, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1963, s0.acc: 93.5967, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2591, s1.loss_cls: 0.0890, s1.acc: 94.0460, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1256, s2.loss_cls: 0.0419, s2.acc: 94.1849, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0586, loss: 1.2407 +2025-07-02 00:42:55,922 - mmdet - INFO - Epoch [4][650/7330] lr: 1.000e-04, eta: 2 days, 19:58:16, time: 0.983, data_time: 0.034, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1889, s0.acc: 93.8445, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2494, s1.loss_cls: 0.0880, s1.acc: 94.1440, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1230, s2.loss_cls: 0.0421, s2.acc: 94.2276, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0572, loss: 1.2036 +2025-07-02 00:44:00,442 - mmdet - INFO - Epoch [4][700/7330] lr: 1.000e-04, eta: 2 days, 20:04:20, time: 1.291, data_time: 0.033, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1931, s0.acc: 93.6467, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2540, s1.loss_cls: 0.0892, s1.acc: 93.9683, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1239, s2.loss_cls: 0.0421, s2.acc: 94.0426, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0582, loss: 1.2287 +2025-07-02 00:44:48,835 - mmdet - INFO - Epoch [4][750/7330] lr: 1.000e-04, eta: 2 days, 20:02:18, time: 0.968, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1910, s0.acc: 93.7073, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2502, s1.loss_cls: 0.0883, s1.acc: 93.9658, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1219, s2.loss_cls: 0.0419, s2.acc: 94.0437, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0565, loss: 1.2132 +2025-07-02 00:45:37,731 - mmdet - INFO - Epoch [4][800/7330] lr: 1.000e-04, eta: 2 days, 20:00:30, time: 0.978, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0470, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1938, s0.acc: 93.5759, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2553, s1.loss_cls: 0.0907, s1.acc: 93.9180, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1260, s2.loss_cls: 0.0433, s2.acc: 94.0047, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0586, loss: 1.2374 +2025-07-02 00:46:29,759 - mmdet - INFO - Epoch [4][850/7330] lr: 1.000e-04, eta: 2 days, 20:00:17, time: 1.041, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1938, s0.acc: 93.6064, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2481, s1.loss_cls: 0.0891, s1.acc: 93.9316, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1211, s2.loss_cls: 0.0426, s2.acc: 94.0725, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.2204 +2025-07-02 00:47:18,272 - mmdet - INFO - Epoch [4][900/7330] lr: 1.000e-04, eta: 2 days, 19:58:19, time: 0.970, data_time: 0.032, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.2009, s0.acc: 93.3782, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2582, s1.loss_cls: 0.0928, s1.acc: 93.6826, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1264, s2.loss_cls: 0.0445, s2.acc: 93.8130, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0589, loss: 1.2594 +2025-07-02 00:48:06,447 - mmdet - INFO - Epoch [4][950/7330] lr: 1.000e-04, eta: 2 days, 19:56:13, time: 0.964, data_time: 0.031, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1961, s0.acc: 93.5593, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2631, s1.loss_cls: 0.0906, s1.acc: 93.8008, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1281, s2.loss_cls: 0.0431, s2.acc: 93.9902, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0599, loss: 1.2298 +2025-07-02 00:48:55,553 - mmdet - INFO - Epoch [4][1000/7330] lr: 1.000e-04, eta: 2 days, 19:54:34, time: 0.981, data_time: 0.026, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1928, s0.acc: 93.6421, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2542, s1.loss_cls: 0.0895, s1.acc: 93.9565, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1246, s2.loss_cls: 0.0419, s2.acc: 94.2089, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0579, loss: 1.2313 +2025-07-02 00:49:43,930 - mmdet - INFO - Epoch [4][1050/7330] lr: 1.000e-04, eta: 2 days, 19:52:36, time: 0.968, data_time: 0.033, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1925, s0.acc: 93.5852, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2478, s1.loss_cls: 0.0900, s1.acc: 93.8005, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1216, s2.loss_cls: 0.0424, s2.acc: 94.0463, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0567, loss: 1.2224 +2025-07-02 00:50:40,686 - mmdet - INFO - Epoch [4][1100/7330] lr: 1.000e-04, eta: 2 days, 19:54:37, time: 1.135, data_time: 0.038, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1940, s0.acc: 93.5823, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2595, s1.loss_cls: 0.0884, s1.acc: 94.0252, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1262, s2.loss_cls: 0.0416, s2.acc: 94.1403, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0589, loss: 1.2396 +2025-07-02 00:51:36,596 - mmdet - INFO - Epoch [4][1150/7330] lr: 1.000e-04, eta: 2 days, 19:56:12, time: 1.118, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.2063, s0.acc: 93.3076, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2605, s1.loss_cls: 0.0939, s1.acc: 93.6780, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1264, s2.loss_cls: 0.0449, s2.acc: 93.7452, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0584, loss: 1.2702 +2025-07-02 00:52:25,482 - mmdet - INFO - Epoch [4][1200/7330] lr: 1.000e-04, eta: 2 days, 19:54:28, time: 0.978, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1962, s0.acc: 93.4644, s0.loss_bbox: 0.2500, s0.loss_mask: 0.2496, s1.loss_cls: 0.0899, s1.acc: 93.8004, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1226, s2.loss_cls: 0.0432, s2.acc: 93.9131, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0571, loss: 1.2345 +2025-07-02 00:53:14,405 - mmdet - INFO - Epoch [4][1250/7330] lr: 1.000e-04, eta: 2 days, 19:52:45, time: 0.979, data_time: 0.034, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2002, s0.acc: 93.5068, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2515, s1.loss_cls: 0.0912, s1.acc: 93.8994, s1.loss_bbox: 0.1117, s1.loss_mask: 0.1232, s2.loss_cls: 0.0428, s2.acc: 94.0626, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0577, loss: 1.2459 +2025-07-02 00:54:05,660 - mmdet - INFO - Epoch [4][1300/7330] lr: 1.000e-04, eta: 2 days, 19:52:07, time: 1.025, data_time: 0.035, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1921, s0.acc: 93.6399, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2540, s1.loss_cls: 0.0885, s1.acc: 94.0107, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1237, s2.loss_cls: 0.0417, s2.acc: 94.2511, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0578, loss: 1.2120 +2025-07-02 00:54:54,280 - mmdet - INFO - Epoch [4][1350/7330] lr: 1.000e-04, eta: 2 days, 19:50:17, time: 0.972, data_time: 0.034, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0468, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1990, s0.acc: 93.5229, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2605, s1.loss_cls: 0.0905, s1.acc: 93.8385, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1275, s2.loss_cls: 0.0433, s2.acc: 94.0205, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0595, loss: 1.2632 +2025-07-02 00:55:42,327 - mmdet - INFO - Epoch [4][1400/7330] lr: 1.000e-04, eta: 2 days, 19:48:11, time: 0.961, data_time: 0.033, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2032, s0.acc: 93.3423, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2563, s1.loss_cls: 0.0940, s1.acc: 93.6603, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1256, s2.loss_cls: 0.0444, s2.acc: 93.8404, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0590, loss: 1.2661 +2025-07-02 00:56:31,220 - mmdet - INFO - Epoch [4][1450/7330] lr: 1.000e-04, eta: 2 days, 19:46:29, time: 0.978, data_time: 0.031, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1987, s0.acc: 93.3669, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2582, s1.loss_cls: 0.0912, s1.acc: 93.8012, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1256, s2.loss_cls: 0.0432, s2.acc: 94.0193, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0587, loss: 1.2564 +2025-07-02 00:57:19,876 - mmdet - INFO - Epoch [4][1500/7330] lr: 1.000e-04, eta: 2 days, 19:44:42, time: 0.973, data_time: 0.033, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1977, s0.acc: 93.5811, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2536, s1.loss_cls: 0.0926, s1.acc: 93.7483, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1238, s2.loss_cls: 0.0433, s2.acc: 94.0261, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0582, loss: 1.2411 +2025-07-02 00:58:25,392 - mmdet - INFO - Epoch [4][1550/7330] lr: 1.000e-04, eta: 2 days, 19:50:31, time: 1.310, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1885, s0.acc: 93.8882, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2543, s1.loss_cls: 0.0863, s1.acc: 94.1625, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1244, s2.loss_cls: 0.0407, s2.acc: 94.3573, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0579, loss: 1.2057 +2025-07-02 00:59:12,794 - mmdet - INFO - Epoch [4][1600/7330] lr: 1.000e-04, eta: 2 days, 19:48:09, time: 0.948, data_time: 0.027, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1926, s0.acc: 93.9023, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2479, s1.loss_cls: 0.0887, s1.acc: 94.1569, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1211, s2.loss_cls: 0.0419, s2.acc: 94.2326, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0566, loss: 1.1910 +2025-07-02 01:00:01,503 - mmdet - INFO - Epoch [4][1650/7330] lr: 1.000e-04, eta: 2 days, 19:46:22, time: 0.974, data_time: 0.029, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1882, s0.acc: 93.7075, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2512, s1.loss_cls: 0.0869, s1.acc: 93.9673, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1240, s2.loss_cls: 0.0418, s2.acc: 94.0975, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0581, loss: 1.2078 +2025-07-02 01:00:52,756 - mmdet - INFO - Epoch [4][1700/7330] lr: 1.000e-04, eta: 2 days, 19:45:44, time: 1.025, data_time: 0.036, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0454, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2010, s0.acc: 93.3430, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2579, s1.loss_cls: 0.0926, s1.acc: 93.7151, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1258, s2.loss_cls: 0.0441, s2.acc: 93.8656, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0582, loss: 1.2546 +2025-07-02 01:01:40,708 - mmdet - INFO - Epoch [4][1750/7330] lr: 1.000e-04, eta: 2 days, 19:43:39, time: 0.959, data_time: 0.031, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1951, s0.acc: 93.6028, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2563, s1.loss_cls: 0.0900, s1.acc: 93.9039, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1249, s2.loss_cls: 0.0427, s2.acc: 94.0196, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0579, loss: 1.2290 +2025-07-02 01:02:28,670 - mmdet - INFO - Epoch [4][1800/7330] lr: 1.000e-04, eta: 2 days, 19:41:33, time: 0.959, data_time: 0.028, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1852, s0.acc: 93.8218, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2469, s1.loss_cls: 0.0861, s1.acc: 94.1657, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1217, s2.loss_cls: 0.0419, s2.acc: 94.1210, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0568, loss: 1.1941 +2025-07-02 01:03:17,239 - mmdet - INFO - Epoch [4][1850/7330] lr: 1.000e-04, eta: 2 days, 19:39:46, time: 0.972, data_time: 0.032, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1987, s0.acc: 93.4507, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2526, s1.loss_cls: 0.0916, s1.acc: 93.8180, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1242, s2.loss_cls: 0.0437, s2.acc: 94.0683, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0585, loss: 1.2402 +2025-07-02 01:04:04,818 - mmdet - INFO - Epoch [4][1900/7330] lr: 1.000e-04, eta: 2 days, 19:37:33, time: 0.951, data_time: 0.031, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.2026, s0.acc: 93.3872, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2543, s1.loss_cls: 0.0942, s1.acc: 93.6235, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1245, s2.loss_cls: 0.0449, s2.acc: 93.7231, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0581, loss: 1.2417 +2025-07-02 01:05:06,408 - mmdet - INFO - Epoch [4][1950/7330] lr: 1.000e-04, eta: 2 days, 19:41:24, time: 1.232, data_time: 0.041, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1944, s0.acc: 93.6409, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2582, s1.loss_cls: 0.0907, s1.acc: 93.9242, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1256, s2.loss_cls: 0.0427, s2.acc: 94.1313, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0586, loss: 1.2306 +2025-07-02 01:05:53,253 - mmdet - INFO - Epoch [4][2000/7330] lr: 1.000e-04, eta: 2 days, 19:38:52, time: 0.937, data_time: 0.032, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1898, s0.acc: 93.7422, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2603, s1.loss_cls: 0.0886, s1.acc: 93.9631, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1264, s2.loss_cls: 0.0418, s2.acc: 94.1663, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0588, loss: 1.2261 +2025-07-02 01:06:39,943 - mmdet - INFO - Epoch [4][2050/7330] lr: 1.000e-04, eta: 2 days, 19:36:17, time: 0.934, data_time: 0.031, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1872, s0.acc: 93.8069, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2514, s1.loss_cls: 0.0872, s1.acc: 94.0479, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1230, s2.loss_cls: 0.0417, s2.acc: 94.1538, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0575, loss: 1.1974 +2025-07-02 01:07:29,602 - mmdet - INFO - Epoch [4][2100/7330] lr: 1.000e-04, eta: 2 days, 19:34:58, time: 0.993, data_time: 0.030, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1916, s0.acc: 93.7278, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2547, s1.loss_cls: 0.0874, s1.acc: 94.1542, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1244, s2.loss_cls: 0.0410, s2.acc: 94.2804, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0582, loss: 1.2163 +2025-07-02 01:08:17,348 - mmdet - INFO - Epoch [4][2150/7330] lr: 1.000e-04, eta: 2 days, 19:32:52, time: 0.955, data_time: 0.032, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1974, s0.acc: 93.4573, s0.loss_bbox: 0.2538, s0.loss_mask: 0.2604, s1.loss_cls: 0.0904, s1.acc: 93.8108, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1263, s2.loss_cls: 0.0433, s2.acc: 93.9121, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0588, loss: 1.2557 +2025-07-02 01:09:04,629 - mmdet - INFO - Epoch [4][2200/7330] lr: 1.000e-04, eta: 2 days, 19:30:35, time: 0.946, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1978, s0.acc: 93.4104, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2546, s1.loss_cls: 0.0915, s1.acc: 93.7504, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1250, s2.loss_cls: 0.0432, s2.acc: 93.9497, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0586, loss: 1.2414 +2025-07-02 01:09:51,634 - mmdet - INFO - Epoch [4][2250/7330] lr: 1.000e-04, eta: 2 days, 19:28:12, time: 0.940, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1971, s0.acc: 93.4573, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2614, s1.loss_cls: 0.0924, s1.acc: 93.7202, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1281, s2.loss_cls: 0.0440, s2.acc: 93.7240, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0599, loss: 1.2581 +2025-07-02 01:10:39,415 - mmdet - INFO - Epoch [4][2300/7330] lr: 1.000e-04, eta: 2 days, 19:26:10, time: 0.956, data_time: 0.029, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2011, s0.acc: 93.3921, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2546, s1.loss_cls: 0.0932, s1.acc: 93.6860, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1242, s2.loss_cls: 0.0439, s2.acc: 93.8857, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0579, loss: 1.2461 +2025-07-02 01:11:39,878 - mmdet - INFO - Epoch [4][2350/7330] lr: 1.000e-04, eta: 2 days, 19:29:21, time: 1.209, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1962, s0.acc: 93.6399, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2511, s1.loss_cls: 0.0899, s1.acc: 93.9876, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1218, s2.loss_cls: 0.0422, s2.acc: 94.1897, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0566, loss: 1.2150 +2025-07-02 01:12:31,040 - mmdet - INFO - Epoch [4][2400/7330] lr: 1.000e-04, eta: 2 days, 19:28:42, time: 1.023, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1990, s0.acc: 93.4741, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2557, s1.loss_cls: 0.0923, s1.acc: 93.8085, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1245, s2.loss_cls: 0.0439, s2.acc: 93.8397, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0583, loss: 1.2508 +2025-07-02 01:13:19,496 - mmdet - INFO - Epoch [4][2450/7330] lr: 1.000e-04, eta: 2 days, 19:26:55, time: 0.969, data_time: 0.036, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1889, s0.acc: 93.8118, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2482, s1.loss_cls: 0.0862, s1.acc: 94.1835, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1223, s2.loss_cls: 0.0403, s2.acc: 94.3067, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0575, loss: 1.1880 +2025-07-02 01:14:08,002 - mmdet - INFO - Epoch [4][2500/7330] lr: 1.000e-04, eta: 2 days, 19:25:11, time: 0.971, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0473, loss_rpn_bbox: 0.0317, s0.loss_cls: 0.2089, s0.acc: 93.1553, s0.loss_bbox: 0.2622, s0.loss_mask: 0.2623, s1.loss_cls: 0.0974, s1.acc: 93.4898, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1286, s2.loss_cls: 0.0464, s2.acc: 93.6347, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0600, loss: 1.3035 +2025-07-02 01:14:59,053 - mmdet - INFO - Epoch [4][2550/7330] lr: 1.000e-04, eta: 2 days, 19:24:29, time: 1.021, data_time: 0.029, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1997, s0.acc: 93.3318, s0.loss_bbox: 0.2558, s0.loss_mask: 0.2530, s1.loss_cls: 0.0913, s1.acc: 93.7246, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1237, s2.loss_cls: 0.0442, s2.acc: 93.7402, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0575, loss: 1.2475 +2025-07-02 01:15:47,055 - mmdet - INFO - Epoch [4][2600/7330] lr: 1.000e-04, eta: 2 days, 19:22:34, time: 0.960, data_time: 0.030, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1903, s0.acc: 93.6516, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2502, s1.loss_cls: 0.0891, s1.acc: 93.8995, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1235, s2.loss_cls: 0.0424, s2.acc: 94.0692, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0575, loss: 1.2150 +2025-07-02 01:16:35,334 - mmdet - INFO - Epoch [4][2650/7330] lr: 1.000e-04, eta: 2 days, 19:20:45, time: 0.966, data_time: 0.030, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1949, s0.acc: 93.5994, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2524, s1.loss_cls: 0.0903, s1.acc: 93.8849, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1244, s2.loss_cls: 0.0429, s2.acc: 93.9650, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0578, loss: 1.2405 +2025-07-02 01:17:23,862 - mmdet - INFO - Epoch [4][2700/7330] lr: 1.000e-04, eta: 2 days, 19:19:03, time: 0.970, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2064, s0.acc: 93.3125, s0.loss_bbox: 0.2526, s0.loss_mask: 0.2568, s1.loss_cls: 0.0949, s1.acc: 93.6218, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1262, s2.loss_cls: 0.0450, s2.acc: 93.8668, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0589, loss: 1.2686 +2025-07-02 01:18:12,048 - mmdet - INFO - Epoch [4][2750/7330] lr: 1.000e-04, eta: 2 days, 19:17:14, time: 0.964, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.2103, s0.acc: 93.1340, s0.loss_bbox: 0.2583, s0.loss_mask: 0.2579, s1.loss_cls: 0.0971, s1.acc: 93.3484, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1250, s2.loss_cls: 0.0462, s2.acc: 93.5923, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0582, loss: 1.2846 +2025-07-02 01:19:17,850 - mmdet - INFO - Epoch [4][2800/7330] lr: 1.000e-04, eta: 2 days, 19:22:21, time: 1.316, data_time: 0.035, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.2000, s0.acc: 93.4143, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2544, s1.loss_cls: 0.0932, s1.acc: 93.6767, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1253, s2.loss_cls: 0.0443, s2.acc: 93.8758, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0588, loss: 1.2472 +2025-07-02 01:20:05,674 - mmdet - INFO - Epoch [4][2850/7330] lr: 1.000e-04, eta: 2 days, 19:20:22, time: 0.957, data_time: 0.029, memory: 15022, balance_loss: 0.0007, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1876, s0.acc: 93.7812, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2578, s1.loss_cls: 0.0871, s1.acc: 94.0518, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1272, s2.loss_cls: 0.0418, s2.acc: 94.1970, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0595, loss: 1.2293 +2025-07-02 01:20:53,774 - mmdet - INFO - Epoch [4][2900/7330] lr: 1.000e-04, eta: 2 days, 19:18:31, time: 0.962, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0297, s0.loss_cls: 0.1969, s0.acc: 93.5449, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2469, s1.loss_cls: 0.0914, s1.acc: 93.7667, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1213, s2.loss_cls: 0.0435, s2.acc: 93.8988, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0567, loss: 1.2333 +2025-07-02 01:21:44,150 - mmdet - INFO - Epoch [4][2950/7330] lr: 1.000e-04, eta: 2 days, 19:17:33, time: 1.007, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1921, s0.acc: 93.6643, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2523, s1.loss_cls: 0.0895, s1.acc: 93.9792, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1219, s2.loss_cls: 0.0428, s2.acc: 94.0520, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0563, loss: 1.2166 +2025-07-02 01:22:31,804 - mmdet - INFO - Epoch [4][3000/7330] lr: 1.000e-04, eta: 2 days, 19:15:31, time: 0.952, data_time: 0.035, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1956, s0.acc: 93.5591, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2533, s1.loss_cls: 0.0892, s1.acc: 93.9624, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1233, s2.loss_cls: 0.0424, s2.acc: 94.1623, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0578, loss: 1.2222 +2025-07-02 01:23:19,307 - mmdet - INFO - Epoch [4][3050/7330] lr: 1.000e-04, eta: 2 days, 19:13:28, time: 0.951, data_time: 0.034, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1956, s0.acc: 93.4885, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2547, s1.loss_cls: 0.0901, s1.acc: 93.9086, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1242, s2.loss_cls: 0.0425, s2.acc: 94.0001, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0578, loss: 1.2278 +2025-07-02 01:24:07,153 - mmdet - INFO - Epoch [4][3100/7330] lr: 1.000e-04, eta: 2 days, 19:11:33, time: 0.957, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0452, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1959, s0.acc: 93.4917, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2511, s1.loss_cls: 0.0921, s1.acc: 93.6793, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1237, s2.loss_cls: 0.0439, s2.acc: 93.8282, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0569, loss: 1.2374 +2025-07-02 01:24:54,040 - mmdet - INFO - Epoch [4][3150/7330] lr: 1.000e-04, eta: 2 days, 19:09:16, time: 0.938, data_time: 0.031, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1861, s0.acc: 93.8933, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2491, s1.loss_cls: 0.0844, s1.acc: 94.3132, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1216, s2.loss_cls: 0.0400, s2.acc: 94.4628, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0567, loss: 1.1884 +2025-07-02 01:25:56,413 - mmdet - INFO - Epoch [4][3200/7330] lr: 1.000e-04, eta: 2 days, 19:12:52, time: 1.247, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1868, s0.acc: 93.7554, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2511, s1.loss_cls: 0.0861, s1.acc: 94.0521, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1225, s2.loss_cls: 0.0407, s2.acc: 94.2533, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0573, loss: 1.1911 +2025-07-02 01:26:44,467 - mmdet - INFO - Epoch [4][3250/7330] lr: 1.000e-04, eta: 2 days, 19:11:02, time: 0.961, data_time: 0.034, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1988, s0.acc: 93.5083, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2517, s1.loss_cls: 0.0920, s1.acc: 93.8156, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1225, s2.loss_cls: 0.0438, s2.acc: 93.9342, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0568, loss: 1.2382 +2025-07-02 01:27:32,414 - mmdet - INFO - Epoch [4][3300/7330] lr: 1.000e-04, eta: 2 days, 19:09:10, time: 0.959, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2062, s0.acc: 93.2188, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2632, s1.loss_cls: 0.0939, s1.acc: 93.6034, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1277, s2.loss_cls: 0.0443, s2.acc: 93.7833, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0597, loss: 1.2697 +2025-07-02 01:28:22,982 - mmdet - INFO - Epoch [4][3350/7330] lr: 1.000e-04, eta: 2 days, 19:08:17, time: 1.011, data_time: 0.037, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1962, s0.acc: 93.5481, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2625, s1.loss_cls: 0.0907, s1.acc: 93.8793, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1279, s2.loss_cls: 0.0429, s2.acc: 94.1267, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0594, loss: 1.2448 +2025-07-02 01:29:11,072 - mmdet - INFO - Epoch [4][3400/7330] lr: 1.000e-04, eta: 2 days, 19:06:29, time: 0.962, data_time: 0.039, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1969, s0.acc: 93.5061, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2608, s1.loss_cls: 0.0925, s1.acc: 93.7518, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1282, s2.loss_cls: 0.0439, s2.acc: 93.8540, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0597, loss: 1.2446 +2025-07-02 01:29:59,070 - mmdet - INFO - Epoch [4][3450/7330] lr: 1.000e-04, eta: 2 days, 19:04:40, time: 0.960, data_time: 0.032, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1894, s0.acc: 93.8291, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2536, s1.loss_cls: 0.0878, s1.acc: 94.0209, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1255, s2.loss_cls: 0.0419, s2.acc: 94.0832, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0585, loss: 1.2123 +2025-07-02 01:30:46,001 - mmdet - INFO - Epoch [4][3500/7330] lr: 1.000e-04, eta: 2 days, 19:02:28, time: 0.939, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1972, s0.acc: 93.6072, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2510, s1.loss_cls: 0.0914, s1.acc: 93.7852, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1221, s2.loss_cls: 0.0431, s2.acc: 94.1453, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0569, loss: 1.2176 +2025-07-02 01:31:34,504 - mmdet - INFO - Epoch [4][3550/7330] lr: 1.000e-04, eta: 2 days, 19:00:50, time: 0.970, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.2010, s0.acc: 93.2759, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2560, s1.loss_cls: 0.0937, s1.acc: 93.5095, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1250, s2.loss_cls: 0.0443, s2.acc: 93.7809, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0579, loss: 1.2632 +2025-07-02 01:32:36,364 - mmdet - INFO - Epoch [4][3600/7330] lr: 1.000e-04, eta: 2 days, 19:04:05, time: 1.237, data_time: 0.031, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1846, s0.acc: 93.7239, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2510, s1.loss_cls: 0.0870, s1.acc: 93.8435, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1229, s2.loss_cls: 0.0414, s2.acc: 94.0279, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0572, loss: 1.1953 +2025-07-02 01:33:28,852 - mmdet - INFO - Epoch [4][3650/7330] lr: 1.000e-04, eta: 2 days, 19:03:54, time: 1.050, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1941, s0.acc: 93.7600, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2494, s1.loss_cls: 0.0889, s1.acc: 94.0669, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1225, s2.loss_cls: 0.0423, s2.acc: 94.1652, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0568, loss: 1.2115 +2025-07-02 01:34:17,068 - mmdet - INFO - Epoch [4][3700/7330] lr: 1.000e-04, eta: 2 days, 19:02:10, time: 0.964, data_time: 0.030, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2039, s0.acc: 93.3328, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2552, s1.loss_cls: 0.0931, s1.acc: 93.6511, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1252, s2.loss_cls: 0.0437, s2.acc: 93.9247, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0584, loss: 1.2631 +2025-07-02 01:35:07,058 - mmdet - INFO - Epoch [4][3750/7330] lr: 1.000e-04, eta: 2 days, 19:01:05, time: 1.000, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1826, s0.acc: 94.0493, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2464, s1.loss_cls: 0.0840, s1.acc: 94.4225, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1209, s2.loss_cls: 0.0397, s2.acc: 94.5511, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0561, loss: 1.1712 +2025-07-02 01:35:54,773 - mmdet - INFO - Epoch [4][3800/7330] lr: 1.000e-04, eta: 2 days, 18:59:12, time: 0.954, data_time: 0.027, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1944, s0.acc: 93.6282, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2580, s1.loss_cls: 0.0888, s1.acc: 93.9428, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1260, s2.loss_cls: 0.0422, s2.acc: 94.0461, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0585, loss: 1.2389 +2025-07-02 01:36:42,110 - mmdet - INFO - Epoch [4][3850/7330] lr: 1.000e-04, eta: 2 days, 18:57:11, time: 0.947, data_time: 0.027, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1865, s0.acc: 93.8083, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2547, s1.loss_cls: 0.0870, s1.acc: 94.1257, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1248, s2.loss_cls: 0.0417, s2.acc: 94.2048, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0582, loss: 1.2015 +2025-07-02 01:37:29,727 - mmdet - INFO - Epoch [4][3900/7330] lr: 1.000e-04, eta: 2 days, 18:55:16, time: 0.952, data_time: 0.028, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1937, s0.acc: 93.6179, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2539, s1.loss_cls: 0.0882, s1.acc: 93.9346, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1252, s2.loss_cls: 0.0417, s2.acc: 94.1173, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0588, loss: 1.2380 +2025-07-02 01:38:17,606 - mmdet - INFO - Epoch [4][3950/7330] lr: 1.000e-04, eta: 2 days, 18:53:28, time: 0.957, data_time: 0.034, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1983, s0.acc: 93.4412, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2482, s1.loss_cls: 0.0915, s1.acc: 93.7104, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1209, s2.loss_cls: 0.0435, s2.acc: 93.9135, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0564, loss: 1.2333 +2025-07-02 01:39:05,636 - mmdet - INFO - Epoch [4][4000/7330] lr: 1.000e-04, eta: 2 days, 18:51:43, time: 0.961, data_time: 0.034, memory: 15022, balance_loss: 0.0008, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1940, s0.acc: 93.5867, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2478, s1.loss_cls: 0.0895, s1.acc: 93.8719, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1218, s2.loss_cls: 0.0429, s2.acc: 93.9634, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0570, loss: 1.2118 +2025-07-02 01:40:10,722 - mmdet - INFO - Epoch [4][4050/7330] lr: 1.000e-04, eta: 2 days, 18:55:56, time: 1.302, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1983, s0.acc: 93.5156, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2518, s1.loss_cls: 0.0909, s1.acc: 93.8790, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1232, s2.loss_cls: 0.0429, s2.acc: 94.0582, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0576, loss: 1.2304 +2025-07-02 01:40:59,149 - mmdet - INFO - Epoch [4][4100/7330] lr: 1.000e-04, eta: 2 days, 18:54:19, time: 0.968, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0456, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2065, s0.acc: 93.2327, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2543, s1.loss_cls: 0.0944, s1.acc: 93.5529, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1224, s2.loss_cls: 0.0445, s2.acc: 93.8563, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0571, loss: 1.2645 +2025-07-02 01:41:47,076 - mmdet - INFO - Epoch [4][4150/7330] lr: 1.000e-04, eta: 2 days, 18:52:32, time: 0.958, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1920, s0.acc: 93.7244, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2478, s1.loss_cls: 0.0897, s1.acc: 93.9972, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1220, s2.loss_cls: 0.0433, s2.acc: 93.9693, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0568, loss: 1.2081 +2025-07-02 01:42:37,089 - mmdet - INFO - Epoch [4][4200/7330] lr: 1.000e-04, eta: 2 days, 18:51:28, time: 1.000, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1996, s0.acc: 93.5225, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2511, s1.loss_cls: 0.0924, s1.acc: 93.8344, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1223, s2.loss_cls: 0.0441, s2.acc: 93.9257, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0570, loss: 1.2392 +2025-07-02 01:43:24,333 - mmdet - INFO - Epoch [4][4250/7330] lr: 1.000e-04, eta: 2 days, 18:49:27, time: 0.945, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1998, s0.acc: 93.5149, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2548, s1.loss_cls: 0.0938, s1.acc: 93.7008, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1233, s2.loss_cls: 0.0446, s2.acc: 93.8878, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0574, loss: 1.2316 +2025-07-02 01:44:12,043 - mmdet - INFO - Epoch [4][4300/7330] lr: 1.000e-04, eta: 2 days, 18:47:38, time: 0.955, data_time: 0.028, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1903, s0.acc: 93.6350, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2603, s1.loss_cls: 0.0879, s1.acc: 93.9387, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1270, s2.loss_cls: 0.0421, s2.acc: 94.0422, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0593, loss: 1.2261 +2025-07-02 01:45:00,079 - mmdet - INFO - Epoch [4][4350/7330] lr: 1.000e-04, eta: 2 days, 18:45:55, time: 0.960, data_time: 0.028, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1985, s0.acc: 93.4534, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2571, s1.loss_cls: 0.0904, s1.acc: 93.8912, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1252, s2.loss_cls: 0.0422, s2.acc: 94.1074, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0584, loss: 1.2486 +2025-07-02 01:45:48,177 - mmdet - INFO - Epoch [4][4400/7330] lr: 1.000e-04, eta: 2 days, 18:44:14, time: 0.962, data_time: 0.031, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1914, s0.acc: 93.7888, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2531, s1.loss_cls: 0.0877, s1.acc: 94.1453, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1233, s2.loss_cls: 0.0413, s2.acc: 94.2506, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0580, loss: 1.2189 +2025-07-02 01:46:54,519 - mmdet - INFO - Epoch [4][4450/7330] lr: 1.000e-04, eta: 2 days, 18:48:41, time: 1.327, data_time: 0.028, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1908, s0.acc: 93.6829, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2569, s1.loss_cls: 0.0897, s1.acc: 93.9130, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1246, s2.loss_cls: 0.0430, s2.acc: 93.9808, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0585, loss: 1.2261 +2025-07-02 01:47:42,658 - mmdet - INFO - Epoch [4][4500/7330] lr: 1.000e-04, eta: 2 days, 18:46:59, time: 0.962, data_time: 0.027, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1952, s0.acc: 93.6035, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2521, s1.loss_cls: 0.0892, s1.acc: 93.8909, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1242, s2.loss_cls: 0.0425, s2.acc: 94.0362, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0580, loss: 1.2333 +2025-07-02 01:48:30,282 - mmdet - INFO - Epoch [4][4550/7330] lr: 1.000e-04, eta: 2 days, 18:45:09, time: 0.953, data_time: 0.030, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1889, s0.acc: 93.8032, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2483, s1.loss_cls: 0.0866, s1.acc: 94.1931, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1214, s2.loss_cls: 0.0409, s2.acc: 94.3274, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0561, loss: 1.1934 +2025-07-02 01:49:20,405 - mmdet - INFO - Epoch [4][4600/7330] lr: 1.000e-04, eta: 2 days, 18:44:09, time: 1.003, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1982, s0.acc: 93.5317, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2523, s1.loss_cls: 0.0905, s1.acc: 93.9090, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1231, s2.loss_cls: 0.0431, s2.acc: 93.9402, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0576, loss: 1.2360 +2025-07-02 01:50:08,147 - mmdet - INFO - Epoch [4][4650/7330] lr: 1.000e-04, eta: 2 days, 18:42:21, time: 0.955, data_time: 0.032, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1977, s0.acc: 93.5930, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2554, s1.loss_cls: 0.0904, s1.acc: 93.9986, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1248, s2.loss_cls: 0.0426, s2.acc: 94.1083, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0583, loss: 1.2306 +2025-07-02 01:50:55,887 - mmdet - INFO - Epoch [4][4700/7330] lr: 1.000e-04, eta: 2 days, 18:40:33, time: 0.954, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1918, s0.acc: 93.6299, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2518, s1.loss_cls: 0.0888, s1.acc: 93.9522, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1217, s2.loss_cls: 0.0418, s2.acc: 94.1514, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0566, loss: 1.2129 +2025-07-02 01:51:43,309 - mmdet - INFO - Epoch [4][4750/7330] lr: 1.000e-04, eta: 2 days, 18:38:40, time: 0.949, data_time: 0.034, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1882, s0.acc: 93.7510, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2618, s1.loss_cls: 0.0879, s1.acc: 94.0451, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1286, s2.loss_cls: 0.0414, s2.acc: 94.1292, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0595, loss: 1.2238 +2025-07-02 01:52:31,738 - mmdet - INFO - Epoch [4][4800/7330] lr: 1.000e-04, eta: 2 days, 18:37:08, time: 0.969, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2017, s0.acc: 93.4766, s0.loss_bbox: 0.2552, s0.loss_mask: 0.2512, s1.loss_cls: 0.0922, s1.acc: 93.8009, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1226, s2.loss_cls: 0.0437, s2.acc: 93.7963, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0574, loss: 1.2535 +2025-07-02 01:53:33,372 - mmdet - INFO - Epoch [4][4850/7330] lr: 1.000e-04, eta: 2 days, 18:39:53, time: 1.233, data_time: 0.030, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1856, s0.acc: 93.9092, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2542, s1.loss_cls: 0.0856, s1.acc: 94.1285, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1248, s2.loss_cls: 0.0407, s2.acc: 94.3117, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0580, loss: 1.1929 +2025-07-02 01:54:23,924 - mmdet - INFO - Epoch [4][4900/7330] lr: 1.000e-04, eta: 2 days, 18:39:01, time: 1.011, data_time: 0.031, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2007, s0.acc: 93.3499, s0.loss_bbox: 0.2522, s0.loss_mask: 0.2565, s1.loss_cls: 0.0933, s1.acc: 93.6112, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1268, s2.loss_cls: 0.0446, s2.acc: 93.7221, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0593, loss: 1.2611 +2025-07-02 01:55:11,348 - mmdet - INFO - Epoch [4][4950/7330] lr: 1.000e-04, eta: 2 days, 18:37:08, time: 0.948, data_time: 0.028, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1985, s0.acc: 93.4719, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2529, s1.loss_cls: 0.0920, s1.acc: 93.7205, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1237, s2.loss_cls: 0.0441, s2.acc: 93.7900, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0574, loss: 1.2384 +2025-07-02 01:56:01,538 - mmdet - INFO - Epoch [4][5000/7330] lr: 1.000e-04, eta: 2 days, 18:36:09, time: 1.003, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1843, s0.acc: 93.9309, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2518, s1.loss_cls: 0.0850, s1.acc: 94.2053, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1221, s2.loss_cls: 0.0404, s2.acc: 94.3137, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0575, loss: 1.1921 +2025-07-02 01:56:49,601 - mmdet - INFO - Epoch [4][5050/7330] lr: 1.000e-04, eta: 2 days, 18:34:30, time: 0.962, data_time: 0.030, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.2001, s0.acc: 93.3184, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2606, s1.loss_cls: 0.0927, s1.acc: 93.6632, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1282, s2.loss_cls: 0.0435, s2.acc: 93.8856, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0599, loss: 1.2639 +2025-07-02 01:57:36,974 - mmdet - INFO - Epoch [4][5100/7330] lr: 1.000e-04, eta: 2 days, 18:32:38, time: 0.948, data_time: 0.030, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0496, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1975, s0.acc: 93.5071, s0.loss_bbox: 0.2464, s0.loss_mask: 0.2602, s1.loss_cls: 0.0914, s1.acc: 93.8671, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1278, s2.loss_cls: 0.0427, s2.acc: 94.0726, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0601, loss: 1.2575 +2025-07-02 01:58:25,030 - mmdet - INFO - Epoch [4][5150/7330] lr: 1.000e-04, eta: 2 days, 18:31:00, time: 0.961, data_time: 0.031, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1976, s0.acc: 93.5562, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2484, s1.loss_cls: 0.0915, s1.acc: 93.8953, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1218, s2.loss_cls: 0.0435, s2.acc: 94.0063, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0567, loss: 1.2250 +2025-07-02 01:59:12,443 - mmdet - INFO - Epoch [4][5200/7330] lr: 1.000e-04, eta: 2 days, 18:29:09, time: 0.947, data_time: 0.031, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1943, s0.acc: 93.6814, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2518, s1.loss_cls: 0.0902, s1.acc: 93.9290, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1241, s2.loss_cls: 0.0423, s2.acc: 94.1033, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0583, loss: 1.2182 +2025-07-02 02:00:00,242 - mmdet - INFO - Epoch [4][5250/7330] lr: 1.000e-04, eta: 2 days, 18:27:27, time: 0.957, data_time: 0.029, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1961, s0.acc: 93.5901, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2551, s1.loss_cls: 0.0907, s1.acc: 93.8267, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1245, s2.loss_cls: 0.0427, s2.acc: 94.0253, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0580, loss: 1.2284 +2025-07-02 02:01:04,246 - mmdet - INFO - Epoch [4][5300/7330] lr: 1.000e-04, eta: 2 days, 18:30:48, time: 1.280, data_time: 0.033, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2036, s0.acc: 93.3386, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2538, s1.loss_cls: 0.0946, s1.acc: 93.6892, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1248, s2.loss_cls: 0.0456, s2.acc: 93.7826, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0583, loss: 1.2657 +2025-07-02 02:01:52,361 - mmdet - INFO - Epoch [4][5350/7330] lr: 1.000e-04, eta: 2 days, 18:29:11, time: 0.962, data_time: 0.028, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1996, s0.acc: 93.5171, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2555, s1.loss_cls: 0.0925, s1.acc: 93.7460, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1249, s2.loss_cls: 0.0436, s2.acc: 93.8744, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0582, loss: 1.2546 +2025-07-02 02:02:40,228 - mmdet - INFO - Epoch [4][5400/7330] lr: 1.000e-04, eta: 2 days, 18:27:30, time: 0.957, data_time: 0.033, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1979, s0.acc: 93.5154, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2528, s1.loss_cls: 0.0911, s1.acc: 93.7991, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1243, s2.loss_cls: 0.0426, s2.acc: 94.0741, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0580, loss: 1.2334 +2025-07-02 02:03:30,548 - mmdet - INFO - Epoch [4][5450/7330] lr: 1.000e-04, eta: 2 days, 18:26:34, time: 1.006, data_time: 0.030, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1894, s0.acc: 93.7209, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2489, s1.loss_cls: 0.0888, s1.acc: 93.8907, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1225, s2.loss_cls: 0.0419, s2.acc: 94.1150, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0573, loss: 1.2154 +2025-07-02 02:04:18,676 - mmdet - INFO - Epoch [4][5500/7330] lr: 1.000e-04, eta: 2 days, 18:24:59, time: 0.963, data_time: 0.027, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0442, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2022, s0.acc: 93.3389, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2546, s1.loss_cls: 0.0946, s1.acc: 93.5871, s1.loss_bbox: 0.1127, s1.loss_mask: 0.1244, s2.loss_cls: 0.0452, s2.acc: 93.6964, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0579, loss: 1.2624 +2025-07-02 02:05:06,429 - mmdet - INFO - Epoch [4][5550/7330] lr: 1.000e-04, eta: 2 days, 18:23:16, time: 0.955, data_time: 0.030, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1946, s0.acc: 93.5874, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2557, s1.loss_cls: 0.0889, s1.acc: 93.8538, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1246, s2.loss_cls: 0.0423, s2.acc: 94.0377, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0584, loss: 1.2293 +2025-07-02 02:05:53,771 - mmdet - INFO - Epoch [4][5600/7330] lr: 1.000e-04, eta: 2 days, 18:21:26, time: 0.947, data_time: 0.033, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1865, s0.acc: 93.8164, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2577, s1.loss_cls: 0.0856, s1.acc: 94.1564, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1259, s2.loss_cls: 0.0411, s2.acc: 94.1617, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0588, loss: 1.2142 +2025-07-02 02:06:41,402 - mmdet - INFO - Epoch [4][5650/7330] lr: 1.000e-04, eta: 2 days, 18:19:43, time: 0.953, data_time: 0.027, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1898, s0.acc: 93.7266, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2506, s1.loss_cls: 0.0884, s1.acc: 93.9777, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1220, s2.loss_cls: 0.0418, s2.acc: 94.1130, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0570, loss: 1.2048 +2025-07-02 02:07:43,936 - mmdet - INFO - Epoch [4][5700/7330] lr: 1.000e-04, eta: 2 days, 18:22:30, time: 1.251, data_time: 0.028, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1858, s0.acc: 93.8000, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2509, s1.loss_cls: 0.0870, s1.acc: 94.0928, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1225, s2.loss_cls: 0.0414, s2.acc: 94.1523, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0575, loss: 1.1981 +2025-07-02 02:08:32,866 - mmdet - INFO - Epoch [4][5750/7330] lr: 1.000e-04, eta: 2 days, 18:21:09, time: 0.979, data_time: 0.034, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0460, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2106, s0.acc: 93.1106, s0.loss_bbox: 0.2643, s0.loss_mask: 0.2577, s1.loss_cls: 0.0967, s1.acc: 93.4876, s1.loss_bbox: 0.1152, s1.loss_mask: 0.1264, s2.loss_cls: 0.0458, s2.acc: 93.6384, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0582, loss: 1.2952 +2025-07-02 02:09:20,926 - mmdet - INFO - Epoch [4][5800/7330] lr: 1.000e-04, eta: 2 days, 18:19:34, time: 0.961, data_time: 0.031, memory: 15033, balance_loss: 0.0008, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1928, s0.acc: 93.6013, s0.loss_bbox: 0.2499, s0.loss_mask: 0.2556, s1.loss_cls: 0.0893, s1.acc: 93.8567, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1244, s2.loss_cls: 0.0425, s2.acc: 93.9427, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0577, loss: 1.2370 +2025-07-02 02:10:10,653 - mmdet - INFO - Epoch [4][5850/7330] lr: 1.000e-04, eta: 2 days, 18:18:28, time: 0.995, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1910, s0.acc: 93.6616, s0.loss_bbox: 0.2451, s0.loss_mask: 0.2496, s1.loss_cls: 0.0882, s1.acc: 93.9653, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1227, s2.loss_cls: 0.0418, s2.acc: 94.1349, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0568, loss: 1.2106 +2025-07-02 02:10:58,537 - mmdet - INFO - Epoch [4][5900/7330] lr: 1.000e-04, eta: 2 days, 18:16:50, time: 0.958, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1971, s0.acc: 93.6265, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2529, s1.loss_cls: 0.0900, s1.acc: 93.9892, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1238, s2.loss_cls: 0.0425, s2.acc: 94.0383, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0582, loss: 1.2286 +2025-07-02 02:11:46,134 - mmdet - INFO - Epoch [4][5950/7330] lr: 1.000e-04, eta: 2 days, 18:15:06, time: 0.952, data_time: 0.027, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1894, s0.acc: 93.7561, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2568, s1.loss_cls: 0.0879, s1.acc: 94.0313, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1265, s2.loss_cls: 0.0418, s2.acc: 94.2226, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0587, loss: 1.2238 +2025-07-02 02:12:33,985 - mmdet - INFO - Epoch [4][6000/7330] lr: 1.000e-04, eta: 2 days, 18:13:28, time: 0.957, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1933, s0.acc: 93.5479, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2555, s1.loss_cls: 0.0891, s1.acc: 93.8763, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1246, s2.loss_cls: 0.0424, s2.acc: 93.9760, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0582, loss: 1.2369 +2025-07-02 02:13:22,334 - mmdet - INFO - Epoch [4][6050/7330] lr: 1.000e-04, eta: 2 days, 18:11:59, time: 0.967, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0457, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1988, s0.acc: 93.4458, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2639, s1.loss_cls: 0.0916, s1.acc: 93.8329, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1292, s2.loss_cls: 0.0436, s2.acc: 93.9614, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0607, loss: 1.2751 +2025-07-02 02:14:26,685 - mmdet - INFO - Epoch [4][6100/7330] lr: 1.000e-04, eta: 2 days, 18:15:11, time: 1.287, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1927, s0.acc: 93.4910, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2591, s1.loss_cls: 0.0908, s1.acc: 93.6397, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1254, s2.loss_cls: 0.0435, s2.acc: 93.8865, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0584, loss: 1.2440 +2025-07-02 02:15:14,266 - mmdet - INFO - Epoch [4][6150/7330] lr: 1.000e-04, eta: 2 days, 18:13:28, time: 0.952, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1775, s0.acc: 94.0601, s0.loss_bbox: 0.2302, s0.loss_mask: 0.2482, s1.loss_cls: 0.0815, s1.acc: 94.3603, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1227, s2.loss_cls: 0.0386, s2.acc: 94.5097, s2.loss_bbox: 0.0390, s2.loss_mask: 0.0576, loss: 1.1635 +2025-07-02 02:16:01,603 - mmdet - INFO - Epoch [4][6200/7330] lr: 1.000e-04, eta: 2 days, 18:11:42, time: 0.947, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1937, s0.acc: 93.5046, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2582, s1.loss_cls: 0.0903, s1.acc: 93.7691, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1259, s2.loss_cls: 0.0433, s2.acc: 93.9198, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0587, loss: 1.2383 +2025-07-02 02:16:51,785 - mmdet - INFO - Epoch [4][6250/7330] lr: 1.000e-04, eta: 2 days, 18:10:45, time: 1.004, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1857, s0.acc: 93.8540, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2585, s1.loss_cls: 0.0851, s1.acc: 94.2241, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1273, s2.loss_cls: 0.0407, s2.acc: 94.2836, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0598, loss: 1.2194 +2025-07-02 02:17:38,775 - mmdet - INFO - Epoch [4][6300/7330] lr: 1.000e-04, eta: 2 days, 18:08:52, time: 0.940, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1873, s0.acc: 93.7781, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2462, s1.loss_cls: 0.0857, s1.acc: 94.1332, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1209, s2.loss_cls: 0.0406, s2.acc: 94.3000, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0566, loss: 1.1901 +2025-07-02 02:18:26,606 - mmdet - INFO - Epoch [4][6350/7330] lr: 1.000e-04, eta: 2 days, 18:07:15, time: 0.957, data_time: 0.024, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1879, s0.acc: 93.8123, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2429, s1.loss_cls: 0.0865, s1.acc: 94.0712, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1208, s2.loss_cls: 0.0420, s2.acc: 94.1403, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0566, loss: 1.1878 +2025-07-02 02:19:14,905 - mmdet - INFO - Epoch [4][6400/7330] lr: 1.000e-04, eta: 2 days, 18:05:46, time: 0.966, data_time: 0.026, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0465, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.2026, s0.acc: 93.4463, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2506, s1.loss_cls: 0.0924, s1.acc: 93.8169, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1233, s2.loss_cls: 0.0439, s2.acc: 93.9472, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0578, loss: 1.2465 +2025-07-02 02:20:02,683 - mmdet - INFO - Epoch [4][6450/7330] lr: 1.000e-04, eta: 2 days, 18:04:09, time: 0.956, data_time: 0.027, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1977, s0.acc: 93.4451, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2572, s1.loss_cls: 0.0912, s1.acc: 93.7058, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1265, s2.loss_cls: 0.0435, s2.acc: 93.8574, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0591, loss: 1.2516 +2025-07-02 02:20:56,247 - mmdet - INFO - Epoch [4][6500/7330] lr: 1.000e-04, eta: 2 days, 18:04:10, time: 1.071, data_time: 0.027, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1883, s0.acc: 93.7441, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2533, s1.loss_cls: 0.0865, s1.acc: 94.1298, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1237, s2.loss_cls: 0.0402, s2.acc: 94.2758, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0577, loss: 1.2146 +2025-07-02 02:21:52,353 - mmdet - INFO - Epoch [4][6550/7330] lr: 1.000e-04, eta: 2 days, 18:04:55, time: 1.122, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1916, s0.acc: 93.7930, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2559, s1.loss_cls: 0.0877, s1.acc: 94.0712, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1247, s2.loss_cls: 0.0413, s2.acc: 94.2611, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0585, loss: 1.2178 +2025-07-02 02:22:40,051 - mmdet - INFO - Epoch [4][6600/7330] lr: 1.000e-04, eta: 2 days, 18:03:16, time: 0.954, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1925, s0.acc: 93.5454, s0.loss_bbox: 0.2423, s0.loss_mask: 0.2557, s1.loss_cls: 0.0889, s1.acc: 93.8347, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1245, s2.loss_cls: 0.0422, s2.acc: 94.0102, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0583, loss: 1.2206 +2025-07-02 02:23:27,795 - mmdet - INFO - Epoch [4][6650/7330] lr: 1.000e-04, eta: 2 days, 18:01:39, time: 0.955, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1997, s0.acc: 93.4004, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2564, s1.loss_cls: 0.0910, s1.acc: 93.7863, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1257, s2.loss_cls: 0.0434, s2.acc: 93.9493, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0584, loss: 1.2536 +2025-07-02 02:24:18,142 - mmdet - INFO - Epoch [4][6700/7330] lr: 1.000e-04, eta: 2 days, 18:00:45, time: 1.006, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1993, s0.acc: 93.4353, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2603, s1.loss_cls: 0.0923, s1.acc: 93.7205, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1276, s2.loss_cls: 0.0434, s2.acc: 93.9279, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0595, loss: 1.2542 +2025-07-02 02:25:06,892 - mmdet - INFO - Epoch [4][6750/7330] lr: 1.000e-04, eta: 2 days, 17:59:25, time: 0.976, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1903, s0.acc: 93.6748, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2494, s1.loss_cls: 0.0868, s1.acc: 94.0899, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1226, s2.loss_cls: 0.0419, s2.acc: 94.1608, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0572, loss: 1.2205 +2025-07-02 02:25:55,375 - mmdet - INFO - Epoch [4][6800/7330] lr: 1.000e-04, eta: 2 days, 17:58:01, time: 0.970, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1920, s0.acc: 93.6323, s0.loss_bbox: 0.2449, s0.loss_mask: 0.2446, s1.loss_cls: 0.0892, s1.acc: 93.9311, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1201, s2.loss_cls: 0.0430, s2.acc: 94.0189, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0562, loss: 1.2132 +2025-07-02 02:26:42,916 - mmdet - INFO - Epoch [4][6850/7330] lr: 1.000e-04, eta: 2 days, 17:56:21, time: 0.951, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1891, s0.acc: 93.8230, s0.loss_bbox: 0.2384, s0.loss_mask: 0.2556, s1.loss_cls: 0.0881, s1.acc: 94.1028, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1252, s2.loss_cls: 0.0420, s2.acc: 94.2036, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0580, loss: 1.2100 +2025-07-02 02:27:31,477 - mmdet - INFO - Epoch [4][6900/7330] lr: 1.000e-04, eta: 2 days, 17:54:58, time: 0.971, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1876, s0.acc: 93.7083, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2547, s1.loss_cls: 0.0877, s1.acc: 93.9633, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1246, s2.loss_cls: 0.0420, s2.acc: 94.0493, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0587, loss: 1.2190 +2025-07-02 02:28:37,311 - mmdet - INFO - Epoch [4][6950/7330] lr: 1.000e-04, eta: 2 days, 17:58:20, time: 1.317, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1865, s0.acc: 93.8110, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2520, s1.loss_cls: 0.0878, s1.acc: 94.0826, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1231, s2.loss_cls: 0.0418, s2.acc: 94.2111, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0574, loss: 1.2098 +2025-07-02 02:29:24,800 - mmdet - INFO - Epoch [4][7000/7330] lr: 1.000e-04, eta: 2 days, 17:56:40, time: 0.950, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1931, s0.acc: 93.7112, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2504, s1.loss_cls: 0.0885, s1.acc: 94.0706, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1228, s2.loss_cls: 0.0419, s2.acc: 94.1944, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0576, loss: 1.2018 +2025-07-02 02:30:12,788 - mmdet - INFO - Epoch [4][7050/7330] lr: 1.000e-04, eta: 2 days, 17:55:08, time: 0.960, data_time: 0.025, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1844, s0.acc: 93.9294, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2481, s1.loss_cls: 0.0852, s1.acc: 94.2560, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1211, s2.loss_cls: 0.0409, s2.acc: 94.3241, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0567, loss: 1.1901 +2025-07-02 02:31:03,639 - mmdet - INFO - Epoch [4][7100/7330] lr: 1.000e-04, eta: 2 days, 17:54:22, time: 1.017, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1919, s0.acc: 93.5984, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2530, s1.loss_cls: 0.0891, s1.acc: 93.8570, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1242, s2.loss_cls: 0.0428, s2.acc: 93.9893, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0583, loss: 1.2222 +2025-07-02 02:31:51,679 - mmdet - INFO - Epoch [4][7150/7330] lr: 1.000e-04, eta: 2 days, 17:52:51, time: 0.961, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1919, s0.acc: 93.6331, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2539, s1.loss_cls: 0.0872, s1.acc: 94.0543, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1251, s2.loss_cls: 0.0417, s2.acc: 94.1347, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0588, loss: 1.2289 +2025-07-02 02:32:39,575 - mmdet - INFO - Epoch [4][7200/7330] lr: 1.000e-04, eta: 2 days, 17:51:19, time: 0.958, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1928, s0.acc: 93.5774, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2572, s1.loss_cls: 0.0889, s1.acc: 93.8873, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1246, s2.loss_cls: 0.0424, s2.acc: 93.9422, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0578, loss: 1.2402 +2025-07-02 02:33:27,012 - mmdet - INFO - Epoch [4][7250/7330] lr: 1.000e-04, eta: 2 days, 17:49:38, time: 0.948, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1890, s0.acc: 93.8220, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2551, s1.loss_cls: 0.0866, s1.acc: 94.1958, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1252, s2.loss_cls: 0.0406, s2.acc: 94.3565, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0588, loss: 1.2005 +2025-07-02 02:34:14,850 - mmdet - INFO - Epoch [4][7300/7330] lr: 1.000e-04, eta: 2 days, 17:48:05, time: 0.957, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1986, s0.acc: 93.4634, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2493, s1.loss_cls: 0.0929, s1.acc: 93.6901, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1224, s2.loss_cls: 0.0439, s2.acc: 93.8321, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0573, loss: 1.2268 +2025-07-02 02:34:56,903 - mmdet - INFO - Saving checkpoint at 4 epochs +2025-07-02 02:38:23,090 - mmdet - INFO - Evaluating bbox... +2025-07-02 02:38:54,353 - mmdet - INFO - Evaluating segm... +2025-07-02 02:39:30,733 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 02:39:30,733 - mmdet - INFO - Epoch(val) [4][7330] bbox_mAP: 0.4180, bbox_mAP_50: 0.5960, bbox_mAP_75: 0.4510, bbox_mAP_s: 0.2520, bbox_mAP_m: 0.4460, bbox_mAP_l: 0.5630, bbox_mAP_copypaste: 0.418 0.596 0.451 0.252 0.446 0.563, segm_mAP: 0.3600, segm_mAP_50: 0.5650, segm_mAP_75: 0.3870, segm_mAP_s: 0.2040, segm_mAP_m: 0.3880, segm_mAP_l: 0.5000, segm_mAP_copypaste: 0.360 0.565 0.387 0.204 0.388 0.500 +2025-07-02 02:41:40,706 - mmdet - INFO - Epoch [5][50/7330] lr: 1.000e-04, eta: 2 days, 17:59:49, time: 2.599, data_time: 1.583, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1918, s0.acc: 93.6123, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2549, s1.loss_cls: 0.0881, s1.acc: 93.9451, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1241, s2.loss_cls: 0.0412, s2.acc: 94.1472, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0577, loss: 1.2277 +2025-07-02 02:42:33,479 - mmdet - INFO - Epoch [5][100/7330] lr: 1.000e-04, eta: 2 days, 17:59:32, time: 1.055, data_time: 0.033, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1958, s0.acc: 93.4202, s0.loss_bbox: 0.2596, s0.loss_mask: 0.2562, s1.loss_cls: 0.0905, s1.acc: 93.6938, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1246, s2.loss_cls: 0.0429, s2.acc: 93.8914, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0581, loss: 1.2586 +2025-07-02 02:43:26,297 - mmdet - INFO - Epoch [5][150/7330] lr: 1.000e-04, eta: 2 days, 17:59:15, time: 1.056, data_time: 0.038, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1913, s0.acc: 93.6248, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2564, s1.loss_cls: 0.0882, s1.acc: 93.9974, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1255, s2.loss_cls: 0.0424, s2.acc: 94.0403, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0590, loss: 1.2363 +2025-07-02 02:44:17,557 - mmdet - INFO - Epoch [5][200/7330] lr: 1.000e-04, eta: 2 days, 17:58:33, time: 1.025, data_time: 0.035, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1899, s0.acc: 93.7217, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2522, s1.loss_cls: 0.0873, s1.acc: 94.0674, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1237, s2.loss_cls: 0.0414, s2.acc: 94.1176, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0578, loss: 1.2134 +2025-07-02 02:45:09,167 - mmdet - INFO - Epoch [5][250/7330] lr: 1.000e-04, eta: 2 days, 17:57:57, time: 1.032, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1905, s0.acc: 93.7429, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2552, s1.loss_cls: 0.0880, s1.acc: 94.0462, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1245, s2.loss_cls: 0.0421, s2.acc: 94.1601, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0581, loss: 1.2212 +2025-07-02 02:46:00,783 - mmdet - INFO - Epoch [5][300/7330] lr: 1.000e-04, eta: 2 days, 17:57:21, time: 1.032, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1911, s0.acc: 93.7615, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2527, s1.loss_cls: 0.0893, s1.acc: 93.9534, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1240, s2.loss_cls: 0.0431, s2.acc: 93.9662, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0581, loss: 1.2126 +2025-07-02 02:47:05,828 - mmdet - INFO - Epoch [5][350/7330] lr: 1.000e-04, eta: 2 days, 18:00:15, time: 1.301, data_time: 0.041, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1914, s0.acc: 93.5867, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2558, s1.loss_cls: 0.0881, s1.acc: 93.9618, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1249, s2.loss_cls: 0.0412, s2.acc: 94.1428, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0588, loss: 1.2400 +2025-07-02 02:48:02,625 - mmdet - INFO - Epoch [5][400/7330] lr: 1.000e-04, eta: 2 days, 18:00:58, time: 1.136, data_time: 0.026, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1873, s0.acc: 93.8140, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2490, s1.loss_cls: 0.0854, s1.acc: 94.2408, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1214, s2.loss_cls: 0.0408, s2.acc: 94.2924, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0575, loss: 1.2051 +2025-07-02 02:48:52,456 - mmdet - INFO - Epoch [5][450/7330] lr: 1.000e-04, eta: 2 days, 17:59:53, time: 0.996, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1897, s0.acc: 93.6619, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2508, s1.loss_cls: 0.0884, s1.acc: 94.0340, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1220, s2.loss_cls: 0.0426, s2.acc: 94.1122, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.2195 +2025-07-02 02:49:42,234 - mmdet - INFO - Epoch [5][500/7330] lr: 1.000e-04, eta: 2 days, 17:58:48, time: 0.996, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1874, s0.acc: 93.7732, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2533, s1.loss_cls: 0.0848, s1.acc: 94.2327, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1236, s2.loss_cls: 0.0401, s2.acc: 94.3755, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0580, loss: 1.2071 +2025-07-02 02:50:31,287 - mmdet - INFO - Epoch [5][550/7330] lr: 1.000e-04, eta: 2 days, 17:57:31, time: 0.981, data_time: 0.026, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1848, s0.acc: 93.9546, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2444, s1.loss_cls: 0.0854, s1.acc: 94.2819, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1202, s2.loss_cls: 0.0404, s2.acc: 94.4123, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0562, loss: 1.1733 +2025-07-02 02:51:21,280 - mmdet - INFO - Epoch [5][600/7330] lr: 1.000e-04, eta: 2 days, 17:56:29, time: 1.000, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1982, s0.acc: 93.3337, s0.loss_bbox: 0.2577, s0.loss_mask: 0.2504, s1.loss_cls: 0.0911, s1.acc: 93.6820, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1228, s2.loss_cls: 0.0429, s2.acc: 93.8282, s2.loss_bbox: 0.0441, s2.loss_mask: 0.0573, loss: 1.2513 +2025-07-02 02:52:11,473 - mmdet - INFO - Epoch [5][650/7330] lr: 1.000e-04, eta: 2 days, 17:55:30, time: 1.004, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1930, s0.acc: 93.5352, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2538, s1.loss_cls: 0.0893, s1.acc: 93.8469, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1238, s2.loss_cls: 0.0426, s2.acc: 94.0104, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0579, loss: 1.2284 +2025-07-02 02:53:03,988 - mmdet - INFO - Epoch [5][700/7330] lr: 1.000e-04, eta: 2 days, 17:55:06, time: 1.050, data_time: 0.038, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1898, s0.acc: 93.7085, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2563, s1.loss_cls: 0.0879, s1.acc: 93.9691, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1258, s2.loss_cls: 0.0419, s2.acc: 94.0612, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0583, loss: 1.2219 +2025-07-02 02:53:53,728 - mmdet - INFO - Epoch [5][750/7330] lr: 1.000e-04, eta: 2 days, 17:54:00, time: 0.995, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1860, s0.acc: 93.7764, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2447, s1.loss_cls: 0.0868, s1.acc: 94.0122, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1196, s2.loss_cls: 0.0409, s2.acc: 94.2619, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0556, loss: 1.1809 +2025-07-02 02:55:02,815 - mmdet - INFO - Epoch [5][800/7330] lr: 1.000e-04, eta: 2 days, 17:57:47, time: 1.382, data_time: 0.035, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1938, s0.acc: 93.5549, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2573, s1.loss_cls: 0.0892, s1.acc: 93.8818, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1261, s2.loss_cls: 0.0432, s2.acc: 93.9435, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0590, loss: 1.2425 +2025-07-02 02:55:52,115 - mmdet - INFO - Epoch [5][850/7330] lr: 1.000e-04, eta: 2 days, 17:56:34, time: 0.986, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1914, s0.acc: 93.6528, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2588, s1.loss_cls: 0.0874, s1.acc: 94.0717, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1273, s2.loss_cls: 0.0415, s2.acc: 94.2318, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0592, loss: 1.2344 +2025-07-02 02:56:40,774 - mmdet - INFO - Epoch [5][900/7330] lr: 1.000e-04, eta: 2 days, 17:55:11, time: 0.973, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1944, s0.acc: 93.6863, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2545, s1.loss_cls: 0.0888, s1.acc: 94.0412, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1243, s2.loss_cls: 0.0424, s2.acc: 94.1056, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0582, loss: 1.2274 +2025-07-02 02:57:29,559 - mmdet - INFO - Epoch [5][950/7330] lr: 1.000e-04, eta: 2 days, 17:53:50, time: 0.975, data_time: 0.025, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1861, s0.acc: 93.8948, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2500, s1.loss_cls: 0.0854, s1.acc: 94.2648, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1228, s2.loss_cls: 0.0411, s2.acc: 94.2603, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0575, loss: 1.1969 +2025-07-02 02:58:18,070 - mmdet - INFO - Epoch [5][1000/7330] lr: 1.000e-04, eta: 2 days, 17:52:26, time: 0.970, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1944, s0.acc: 93.6812, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2612, s1.loss_cls: 0.0896, s1.acc: 94.0070, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1265, s2.loss_cls: 0.0428, s2.acc: 94.0218, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0592, loss: 1.2420 +2025-07-02 02:59:07,177 - mmdet - INFO - Epoch [5][1050/7330] lr: 1.000e-04, eta: 2 days, 17:51:10, time: 0.982, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1980, s0.acc: 93.3970, s0.loss_bbox: 0.2574, s0.loss_mask: 0.2552, s1.loss_cls: 0.0901, s1.acc: 93.8181, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1255, s2.loss_cls: 0.0433, s2.acc: 93.9690, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0591, loss: 1.2581 +2025-07-02 02:59:58,305 - mmdet - INFO - Epoch [5][1100/7330] lr: 1.000e-04, eta: 2 days, 17:50:25, time: 1.022, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1894, s0.acc: 93.7610, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2547, s1.loss_cls: 0.0882, s1.acc: 93.9876, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1241, s2.loss_cls: 0.0414, s2.acc: 94.1874, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0580, loss: 1.2079 +2025-07-02 03:00:47,165 - mmdet - INFO - Epoch [5][1150/7330] lr: 1.000e-04, eta: 2 days, 17:49:06, time: 0.977, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.2023, s0.acc: 93.3887, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2552, s1.loss_cls: 0.0928, s1.acc: 93.7482, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1252, s2.loss_cls: 0.0440, s2.acc: 93.8925, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0586, loss: 1.2593 +2025-07-02 03:01:52,283 - mmdet - INFO - Epoch [5][1200/7330] lr: 1.000e-04, eta: 2 days, 17:51:47, time: 1.303, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1898, s0.acc: 93.7634, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2470, s1.loss_cls: 0.0869, s1.acc: 94.0981, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1215, s2.loss_cls: 0.0410, s2.acc: 94.3078, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0570, loss: 1.1964 +2025-07-02 03:02:40,456 - mmdet - INFO - Epoch [5][1250/7330] lr: 1.000e-04, eta: 2 days, 17:50:17, time: 0.963, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1979, s0.acc: 93.4697, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2494, s1.loss_cls: 0.0910, s1.acc: 93.8162, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1216, s2.loss_cls: 0.0436, s2.acc: 93.8264, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0570, loss: 1.2291 +2025-07-02 03:03:27,907 - mmdet - INFO - Epoch [5][1300/7330] lr: 1.000e-04, eta: 2 days, 17:48:38, time: 0.949, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1769, s0.acc: 94.2319, s0.loss_bbox: 0.2225, s0.loss_mask: 0.2472, s1.loss_cls: 0.0804, s1.acc: 94.6253, s1.loss_bbox: 0.0995, s1.loss_mask: 0.1210, s2.loss_cls: 0.0379, s2.acc: 94.6581, s2.loss_bbox: 0.0383, s2.loss_mask: 0.0567, loss: 1.1464 +2025-07-02 03:04:16,122 - mmdet - INFO - Epoch [5][1350/7330] lr: 1.000e-04, eta: 2 days, 17:47:09, time: 0.964, data_time: 0.027, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1891, s0.acc: 93.7803, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2504, s1.loss_cls: 0.0867, s1.acc: 94.1160, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1223, s2.loss_cls: 0.0411, s2.acc: 94.2555, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0573, loss: 1.2141 +2025-07-02 03:05:03,938 - mmdet - INFO - Epoch [5][1400/7330] lr: 1.000e-04, eta: 2 days, 17:45:36, time: 0.956, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1948, s0.acc: 93.6226, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2545, s1.loss_cls: 0.0896, s1.acc: 93.9433, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1239, s2.loss_cls: 0.0431, s2.acc: 93.9274, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0580, loss: 1.2365 +2025-07-02 03:05:52,301 - mmdet - INFO - Epoch [5][1450/7330] lr: 1.000e-04, eta: 2 days, 17:44:10, time: 0.967, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1981, s0.acc: 93.5676, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2548, s1.loss_cls: 0.0897, s1.acc: 93.9136, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1256, s2.loss_cls: 0.0425, s2.acc: 94.0089, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0585, loss: 1.2373 +2025-07-02 03:06:42,774 - mmdet - INFO - Epoch [5][1500/7330] lr: 1.000e-04, eta: 2 days, 17:43:15, time: 1.010, data_time: 0.022, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1926, s0.acc: 93.6633, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2561, s1.loss_cls: 0.0890, s1.acc: 93.9652, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1248, s2.loss_cls: 0.0424, s2.acc: 94.1031, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0583, loss: 1.2178 +2025-07-02 03:07:30,871 - mmdet - INFO - Epoch [5][1550/7330] lr: 1.000e-04, eta: 2 days, 17:41:46, time: 0.962, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1949, s0.acc: 93.5303, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2526, s1.loss_cls: 0.0898, s1.acc: 93.8717, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1225, s2.loss_cls: 0.0427, s2.acc: 93.9598, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0572, loss: 1.2373 +2025-07-02 03:08:33,773 - mmdet - INFO - Epoch [5][1600/7330] lr: 1.000e-04, eta: 2 days, 17:43:50, time: 1.258, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1887, s0.acc: 93.6836, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2596, s1.loss_cls: 0.0873, s1.acc: 94.0310, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1270, s2.loss_cls: 0.0419, s2.acc: 94.0308, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0592, loss: 1.2309 +2025-07-02 03:09:25,409 - mmdet - INFO - Epoch [5][1650/7330] lr: 1.000e-04, eta: 2 days, 17:43:11, time: 1.033, data_time: 0.033, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1820, s0.acc: 93.9985, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2480, s1.loss_cls: 0.0824, s1.acc: 94.4380, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1218, s2.loss_cls: 0.0395, s2.acc: 94.5332, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0572, loss: 1.1713 +2025-07-02 03:10:12,765 - mmdet - INFO - Epoch [5][1700/7330] lr: 1.000e-04, eta: 2 days, 17:41:31, time: 0.947, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1898, s0.acc: 93.7751, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2528, s1.loss_cls: 0.0875, s1.acc: 94.0912, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1241, s2.loss_cls: 0.0419, s2.acc: 94.1182, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0574, loss: 1.2080 +2025-07-02 03:11:00,853 - mmdet - INFO - Epoch [5][1750/7330] lr: 1.000e-04, eta: 2 days, 17:40:02, time: 0.962, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1982, s0.acc: 93.3918, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2564, s1.loss_cls: 0.0917, s1.acc: 93.6763, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1250, s2.loss_cls: 0.0436, s2.acc: 93.8011, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0578, loss: 1.2528 +2025-07-02 03:11:48,762 - mmdet - INFO - Epoch [5][1800/7330] lr: 1.000e-04, eta: 2 days, 17:38:31, time: 0.957, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1942, s0.acc: 93.5310, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2515, s1.loss_cls: 0.0897, s1.acc: 93.8208, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1238, s2.loss_cls: 0.0429, s2.acc: 94.0117, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0577, loss: 1.2305 +2025-07-02 03:12:36,177 - mmdet - INFO - Epoch [5][1850/7330] lr: 1.000e-04, eta: 2 days, 17:36:53, time: 0.949, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1885, s0.acc: 93.7227, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2517, s1.loss_cls: 0.0867, s1.acc: 94.0382, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1225, s2.loss_cls: 0.0410, s2.acc: 94.2124, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0574, loss: 1.2072 +2025-07-02 03:13:23,664 - mmdet - INFO - Epoch [5][1900/7330] lr: 1.000e-04, eta: 2 days, 17:35:16, time: 0.949, data_time: 0.036, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1931, s0.acc: 93.7080, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2502, s1.loss_cls: 0.0892, s1.acc: 93.9731, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1220, s2.loss_cls: 0.0419, s2.acc: 94.1087, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0566, loss: 1.2098 +2025-07-02 03:14:14,038 - mmdet - INFO - Epoch [5][1950/7330] lr: 1.000e-04, eta: 2 days, 17:34:21, time: 1.008, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1996, s0.acc: 93.2996, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2548, s1.loss_cls: 0.0937, s1.acc: 93.4858, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1244, s2.loss_cls: 0.0448, s2.acc: 93.6322, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0578, loss: 1.2487 +2025-07-02 03:15:01,099 - mmdet - INFO - Epoch [5][2000/7330] lr: 1.000e-04, eta: 2 days, 17:32:38, time: 0.941, data_time: 0.030, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1824, s0.acc: 93.9390, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2447, s1.loss_cls: 0.0835, s1.acc: 94.2810, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1189, s2.loss_cls: 0.0402, s2.acc: 94.3231, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0555, loss: 1.1777 +2025-07-02 03:16:06,864 - mmdet - INFO - Epoch [5][2050/7330] lr: 1.000e-04, eta: 2 days, 17:35:17, time: 1.315, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1997, s0.acc: 93.5042, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2572, s1.loss_cls: 0.0928, s1.acc: 93.7984, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1249, s2.loss_cls: 0.0432, s2.acc: 94.0948, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0586, loss: 1.2438 +2025-07-02 03:16:54,954 - mmdet - INFO - Epoch [5][2100/7330] lr: 1.000e-04, eta: 2 days, 17:33:49, time: 0.962, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.2010, s0.acc: 93.2864, s0.loss_bbox: 0.2536, s0.loss_mask: 0.2551, s1.loss_cls: 0.0941, s1.acc: 93.5481, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1245, s2.loss_cls: 0.0446, s2.acc: 93.6480, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0582, loss: 1.2571 +2025-07-02 03:17:43,072 - mmdet - INFO - Epoch [5][2150/7330] lr: 1.000e-04, eta: 2 days, 17:32:21, time: 0.962, data_time: 0.029, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1981, s0.acc: 93.4602, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2536, s1.loss_cls: 0.0919, s1.acc: 93.7373, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1232, s2.loss_cls: 0.0432, s2.acc: 93.9564, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0574, loss: 1.2349 +2025-07-02 03:18:30,846 - mmdet - INFO - Epoch [5][2200/7330] lr: 1.000e-04, eta: 2 days, 17:30:49, time: 0.955, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1912, s0.acc: 93.6418, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2488, s1.loss_cls: 0.0881, s1.acc: 93.9890, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1222, s2.loss_cls: 0.0420, s2.acc: 94.0832, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0569, loss: 1.2110 +2025-07-02 03:19:19,344 - mmdet - INFO - Epoch [5][2250/7330] lr: 1.000e-04, eta: 2 days, 17:29:28, time: 0.970, data_time: 0.028, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1953, s0.acc: 93.6072, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2439, s1.loss_cls: 0.0901, s1.acc: 93.8738, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1200, s2.loss_cls: 0.0423, s2.acc: 94.0398, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.2057 +2025-07-02 03:20:07,323 - mmdet - INFO - Epoch [5][2300/7330] lr: 1.000e-04, eta: 2 days, 17:27:59, time: 0.959, data_time: 0.024, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1916, s0.acc: 93.7046, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2541, s1.loss_cls: 0.0883, s1.acc: 93.9574, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1251, s2.loss_cls: 0.0417, s2.acc: 94.1078, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0583, loss: 1.2300 +2025-07-02 03:20:58,207 - mmdet - INFO - Epoch [5][2350/7330] lr: 1.000e-04, eta: 2 days, 17:27:10, time: 1.018, data_time: 0.031, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1894, s0.acc: 93.7588, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2486, s1.loss_cls: 0.0874, s1.acc: 94.0515, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1214, s2.loss_cls: 0.0418, s2.acc: 94.2454, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0572, loss: 1.2041 +2025-07-02 03:21:45,377 - mmdet - INFO - Epoch [5][2400/7330] lr: 1.000e-04, eta: 2 days, 17:25:31, time: 0.943, data_time: 0.027, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1848, s0.acc: 93.8665, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2458, s1.loss_cls: 0.0860, s1.acc: 94.1632, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1211, s2.loss_cls: 0.0414, s2.acc: 94.2160, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0569, loss: 1.1807 +2025-07-02 03:22:50,738 - mmdet - INFO - Epoch [5][2450/7330] lr: 1.000e-04, eta: 2 days, 17:27:59, time: 1.307, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1917, s0.acc: 93.7092, s0.loss_bbox: 0.2430, s0.loss_mask: 0.2539, s1.loss_cls: 0.0887, s1.acc: 93.9586, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1239, s2.loss_cls: 0.0416, s2.acc: 94.1770, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0574, loss: 1.2199 +2025-07-02 03:23:38,621 - mmdet - INFO - Epoch [5][2500/7330] lr: 1.000e-04, eta: 2 days, 17:26:29, time: 0.958, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1927, s0.acc: 93.5581, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2541, s1.loss_cls: 0.0889, s1.acc: 93.8775, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1244, s2.loss_cls: 0.0425, s2.acc: 93.9885, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0580, loss: 1.2341 +2025-07-02 03:24:25,758 - mmdet - INFO - Epoch [5][2550/7330] lr: 1.000e-04, eta: 2 days, 17:24:49, time: 0.943, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1792, s0.acc: 94.0042, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2483, s1.loss_cls: 0.0831, s1.acc: 94.1582, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1231, s2.loss_cls: 0.0393, s2.acc: 94.4533, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0578, loss: 1.1761 +2025-07-02 03:25:12,841 - mmdet - INFO - Epoch [5][2600/7330] lr: 1.000e-04, eta: 2 days, 17:23:09, time: 0.942, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1731, s0.acc: 94.1995, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2427, s1.loss_cls: 0.0787, s1.acc: 94.5811, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1191, s2.loss_cls: 0.0377, s2.acc: 94.6934, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0557, loss: 1.1403 +2025-07-02 03:26:00,707 - mmdet - INFO - Epoch [5][2650/7330] lr: 1.000e-04, eta: 2 days, 17:21:40, time: 0.957, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2011, s0.acc: 93.3979, s0.loss_bbox: 0.2524, s0.loss_mask: 0.2584, s1.loss_cls: 0.0925, s1.acc: 93.6810, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1267, s2.loss_cls: 0.0435, s2.acc: 93.8286, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0586, loss: 1.2579 +2025-07-02 03:26:48,735 - mmdet - INFO - Epoch [5][2700/7330] lr: 1.000e-04, eta: 2 days, 17:20:13, time: 0.960, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1970, s0.acc: 93.5608, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2503, s1.loss_cls: 0.0901, s1.acc: 93.9195, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1225, s2.loss_cls: 0.0428, s2.acc: 94.0270, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0569, loss: 1.2240 +2025-07-02 03:27:38,251 - mmdet - INFO - Epoch [5][2750/7330] lr: 1.000e-04, eta: 2 days, 17:19:06, time: 0.990, data_time: 0.032, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1869, s0.acc: 93.8125, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2532, s1.loss_cls: 0.0853, s1.acc: 94.1403, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1249, s2.loss_cls: 0.0407, s2.acc: 94.1862, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0584, loss: 1.2091 +2025-07-02 03:28:25,737 - mmdet - INFO - Epoch [5][2800/7330] lr: 1.000e-04, eta: 2 days, 17:17:33, time: 0.950, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1837, s0.acc: 93.9695, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2501, s1.loss_cls: 0.0842, s1.acc: 94.2709, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1232, s2.loss_cls: 0.0400, s2.acc: 94.3269, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0573, loss: 1.1870 +2025-07-02 03:29:23,537 - mmdet - INFO - Epoch [5][2850/7330] lr: 1.000e-04, eta: 2 days, 17:18:16, time: 1.156, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1933, s0.acc: 93.6033, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2531, s1.loss_cls: 0.0882, s1.acc: 93.9543, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1234, s2.loss_cls: 0.0418, s2.acc: 94.0195, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0574, loss: 1.2215 +2025-07-02 03:30:14,157 - mmdet - INFO - Epoch [5][2900/7330] lr: 1.000e-04, eta: 2 days, 17:17:24, time: 1.012, data_time: 0.027, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1898, s0.acc: 93.6711, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2497, s1.loss_cls: 0.0878, s1.acc: 93.9782, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1206, s2.loss_cls: 0.0422, s2.acc: 94.0678, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0560, loss: 1.2088 +2025-07-02 03:31:02,654 - mmdet - INFO - Epoch [5][2950/7330] lr: 1.000e-04, eta: 2 days, 17:16:04, time: 0.970, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1950, s0.acc: 93.5195, s0.loss_bbox: 0.2514, s0.loss_mask: 0.2515, s1.loss_cls: 0.0898, s1.acc: 93.8731, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1233, s2.loss_cls: 0.0427, s2.acc: 93.9686, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0577, loss: 1.2379 +2025-07-02 03:31:50,592 - mmdet - INFO - Epoch [5][3000/7330] lr: 1.000e-04, eta: 2 days, 17:14:36, time: 0.958, data_time: 0.030, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1893, s0.acc: 93.6411, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2520, s1.loss_cls: 0.0869, s1.acc: 94.0474, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1231, s2.loss_cls: 0.0419, s2.acc: 94.1566, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0575, loss: 1.2221 +2025-07-02 03:32:38,668 - mmdet - INFO - Epoch [5][3050/7330] lr: 1.000e-04, eta: 2 days, 17:13:11, time: 0.962, data_time: 0.034, memory: 15033, balance_loss: 0.0009, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.2004, s0.acc: 93.4731, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2575, s1.loss_cls: 0.0923, s1.acc: 93.7166, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1254, s2.loss_cls: 0.0435, s2.acc: 93.9407, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0585, loss: 1.2443 +2025-07-02 03:33:25,725 - mmdet - INFO - Epoch [5][3100/7330] lr: 1.000e-04, eta: 2 days, 17:11:33, time: 0.941, data_time: 0.025, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1830, s0.acc: 93.8345, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2478, s1.loss_cls: 0.0847, s1.acc: 94.1067, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1220, s2.loss_cls: 0.0404, s2.acc: 94.2519, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0569, loss: 1.1882 +2025-07-02 03:34:13,447 - mmdet - INFO - Epoch [5][3150/7330] lr: 1.000e-04, eta: 2 days, 17:10:03, time: 0.954, data_time: 0.026, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1968, s0.acc: 93.5110, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2537, s1.loss_cls: 0.0896, s1.acc: 93.8725, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1247, s2.loss_cls: 0.0425, s2.acc: 93.9633, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0583, loss: 1.2449 +2025-07-02 03:35:03,588 - mmdet - INFO - Epoch [5][3200/7330] lr: 1.000e-04, eta: 2 days, 17:09:06, time: 1.003, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0450, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2038, s0.acc: 93.2693, s0.loss_bbox: 0.2567, s0.loss_mask: 0.2606, s1.loss_cls: 0.0942, s1.acc: 93.5669, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1267, s2.loss_cls: 0.0445, s2.acc: 93.7823, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0588, loss: 1.2757 +2025-07-02 03:35:57,516 - mmdet - INFO - Epoch [5][3250/7330] lr: 1.000e-04, eta: 2 days, 17:08:57, time: 1.078, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1956, s0.acc: 93.6145, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2536, s1.loss_cls: 0.0889, s1.acc: 94.0549, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1246, s2.loss_cls: 0.0424, s2.acc: 94.1672, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0581, loss: 1.2298 +2025-07-02 03:36:55,543 - mmdet - INFO - Epoch [5][3300/7330] lr: 1.000e-04, eta: 2 days, 17:09:40, time: 1.160, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1923, s0.acc: 93.6296, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2517, s1.loss_cls: 0.0885, s1.acc: 94.0162, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1239, s2.loss_cls: 0.0420, s2.acc: 94.1366, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0580, loss: 1.2139 +2025-07-02 03:37:43,956 - mmdet - INFO - Epoch [5][3350/7330] lr: 1.000e-04, eta: 2 days, 17:08:20, time: 0.968, data_time: 0.035, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1876, s0.acc: 93.6230, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2495, s1.loss_cls: 0.0867, s1.acc: 93.8894, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1221, s2.loss_cls: 0.0412, s2.acc: 94.0362, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0570, loss: 1.2123 +2025-07-02 03:38:32,090 - mmdet - INFO - Epoch [5][3400/7330] lr: 1.000e-04, eta: 2 days, 17:06:56, time: 0.962, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0455, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1951, s0.acc: 93.5962, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2495, s1.loss_cls: 0.0889, s1.acc: 94.0560, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1221, s2.loss_cls: 0.0425, s2.acc: 94.1115, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0572, loss: 1.2255 +2025-07-02 03:39:20,175 - mmdet - INFO - Epoch [5][3450/7330] lr: 1.000e-04, eta: 2 days, 17:05:32, time: 0.962, data_time: 0.030, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1974, s0.acc: 93.5430, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2576, s1.loss_cls: 0.0908, s1.acc: 93.8520, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1259, s2.loss_cls: 0.0431, s2.acc: 93.9867, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0588, loss: 1.2474 +2025-07-02 03:40:07,702 - mmdet - INFO - Epoch [5][3500/7330] lr: 1.000e-04, eta: 2 days, 17:04:01, time: 0.951, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0487, loss_rpn_bbox: 0.0308, s0.loss_cls: 0.1955, s0.acc: 93.5811, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2528, s1.loss_cls: 0.0893, s1.acc: 93.9356, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1245, s2.loss_cls: 0.0427, s2.acc: 94.0121, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0582, loss: 1.2495 +2025-07-02 03:40:56,312 - mmdet - INFO - Epoch [5][3550/7330] lr: 1.000e-04, eta: 2 days, 17:02:44, time: 0.972, data_time: 0.035, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0461, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2022, s0.acc: 93.3757, s0.loss_bbox: 0.2554, s0.loss_mask: 0.2583, s1.loss_cls: 0.0922, s1.acc: 93.7152, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1258, s2.loss_cls: 0.0437, s2.acc: 93.7473, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0587, loss: 1.2668 +2025-07-02 03:41:46,939 - mmdet - INFO - Epoch [5][3600/7330] lr: 1.000e-04, eta: 2 days, 17:01:53, time: 1.013, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1951, s0.acc: 93.4956, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2557, s1.loss_cls: 0.0908, s1.acc: 93.7605, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1243, s2.loss_cls: 0.0432, s2.acc: 93.9488, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0580, loss: 1.2440 +2025-07-02 03:42:34,948 - mmdet - INFO - Epoch [5][3650/7330] lr: 1.000e-04, eta: 2 days, 17:00:28, time: 0.960, data_time: 0.037, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1845, s0.acc: 93.8367, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2462, s1.loss_cls: 0.0841, s1.acc: 94.1870, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1204, s2.loss_cls: 0.0400, s2.acc: 94.3182, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0561, loss: 1.1934 +2025-07-02 03:43:40,763 - mmdet - INFO - Epoch [5][3700/7330] lr: 1.000e-04, eta: 2 days, 17:02:48, time: 1.316, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1956, s0.acc: 93.6199, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2518, s1.loss_cls: 0.0896, s1.acc: 93.9274, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1234, s2.loss_cls: 0.0419, s2.acc: 94.1842, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0572, loss: 1.2255 +2025-07-02 03:44:28,478 - mmdet - INFO - Epoch [5][3750/7330] lr: 1.000e-04, eta: 2 days, 17:01:20, time: 0.954, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1857, s0.acc: 93.7036, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2476, s1.loss_cls: 0.0857, s1.acc: 94.0743, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1224, s2.loss_cls: 0.0410, s2.acc: 94.1162, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0573, loss: 1.1865 +2025-07-02 03:45:16,422 - mmdet - INFO - Epoch [5][3800/7330] lr: 1.000e-04, eta: 2 days, 16:59:54, time: 0.959, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1955, s0.acc: 93.6128, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2507, s1.loss_cls: 0.0899, s1.acc: 93.9376, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1236, s2.loss_cls: 0.0421, s2.acc: 94.0892, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0579, loss: 1.2199 +2025-07-02 03:46:03,940 - mmdet - INFO - Epoch [5][3850/7330] lr: 1.000e-04, eta: 2 days, 16:58:24, time: 0.950, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1792, s0.acc: 94.1365, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2431, s1.loss_cls: 0.0823, s1.acc: 94.4207, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1197, s2.loss_cls: 0.0392, s2.acc: 94.6162, s2.loss_bbox: 0.0388, s2.loss_mask: 0.0558, loss: 1.1531 +2025-07-02 03:46:51,226 - mmdet - INFO - Epoch [5][3900/7330] lr: 1.000e-04, eta: 2 days, 16:56:51, time: 0.945, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1927, s0.acc: 93.5068, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2544, s1.loss_cls: 0.0896, s1.acc: 93.7641, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1237, s2.loss_cls: 0.0426, s2.acc: 93.9148, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0579, loss: 1.2235 +2025-07-02 03:47:39,147 - mmdet - INFO - Epoch [5][3950/7330] lr: 1.000e-04, eta: 2 days, 16:55:26, time: 0.959, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1914, s0.acc: 93.6819, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2592, s1.loss_cls: 0.0876, s1.acc: 94.0569, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1268, s2.loss_cls: 0.0415, s2.acc: 94.1368, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0591, loss: 1.2240 +2025-07-02 03:48:29,387 - mmdet - INFO - Epoch [5][4000/7330] lr: 1.000e-04, eta: 2 days, 16:54:30, time: 1.005, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1864, s0.acc: 93.8013, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2487, s1.loss_cls: 0.0852, s1.acc: 94.0571, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1216, s2.loss_cls: 0.0410, s2.acc: 94.1168, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0565, loss: 1.1967 +2025-07-02 03:49:17,962 - mmdet - INFO - Epoch [5][4050/7330] lr: 1.000e-04, eta: 2 days, 16:53:13, time: 0.971, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1925, s0.acc: 93.6384, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2494, s1.loss_cls: 0.0886, s1.acc: 93.9384, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1223, s2.loss_cls: 0.0421, s2.acc: 94.0661, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0571, loss: 1.2209 +2025-07-02 03:50:24,867 - mmdet - INFO - Epoch [5][4100/7330] lr: 1.000e-04, eta: 2 days, 16:55:42, time: 1.338, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1970, s0.acc: 93.4788, s0.loss_bbox: 0.2563, s0.loss_mask: 0.2569, s1.loss_cls: 0.0918, s1.acc: 93.7710, s1.loss_bbox: 0.1140, s1.loss_mask: 0.1266, s2.loss_cls: 0.0436, s2.acc: 93.8736, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0593, loss: 1.2609 +2025-07-02 03:51:12,970 - mmdet - INFO - Epoch [5][4150/7330] lr: 1.000e-04, eta: 2 days, 16:54:20, time: 0.962, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1890, s0.acc: 93.6372, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2496, s1.loss_cls: 0.0866, s1.acc: 93.9578, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1226, s2.loss_cls: 0.0413, s2.acc: 94.1193, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0574, loss: 1.2067 +2025-07-02 03:52:00,404 - mmdet - INFO - Epoch [5][4200/7330] lr: 1.000e-04, eta: 2 days, 16:52:49, time: 0.949, data_time: 0.026, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1930, s0.acc: 93.6035, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2557, s1.loss_cls: 0.0887, s1.acc: 94.0094, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1248, s2.loss_cls: 0.0422, s2.acc: 94.0329, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0584, loss: 1.2364 +2025-07-02 03:52:48,584 - mmdet - INFO - Epoch [5][4250/7330] lr: 1.000e-04, eta: 2 days, 16:51:27, time: 0.963, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1898, s0.acc: 93.6846, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2556, s1.loss_cls: 0.0869, s1.acc: 94.0473, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1240, s2.loss_cls: 0.0420, s2.acc: 94.1104, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0577, loss: 1.2222 +2025-07-02 03:53:36,133 - mmdet - INFO - Epoch [5][4300/7330] lr: 1.000e-04, eta: 2 days, 16:49:59, time: 0.951, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1849, s0.acc: 93.9729, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2517, s1.loss_cls: 0.0851, s1.acc: 94.3081, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1236, s2.loss_cls: 0.0409, s2.acc: 94.3090, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0581, loss: 1.1879 +2025-07-02 03:54:24,292 - mmdet - INFO - Epoch [5][4350/7330] lr: 1.000e-04, eta: 2 days, 16:48:37, time: 0.963, data_time: 0.038, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1923, s0.acc: 93.5601, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2486, s1.loss_cls: 0.0894, s1.acc: 93.8790, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1232, s2.loss_cls: 0.0429, s2.acc: 93.9714, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0580, loss: 1.2291 +2025-07-02 03:55:15,419 - mmdet - INFO - Epoch [5][4400/7330] lr: 1.000e-04, eta: 2 days, 16:47:52, time: 1.022, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0435, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.2023, s0.acc: 93.2251, s0.loss_bbox: 0.2640, s0.loss_mask: 0.2544, s1.loss_cls: 0.0941, s1.acc: 93.5198, s1.loss_bbox: 0.1159, s1.loss_mask: 0.1241, s2.loss_cls: 0.0447, s2.acc: 93.7103, s2.loss_bbox: 0.0443, s2.loss_mask: 0.0578, loss: 1.2764 +2025-07-02 03:56:03,367 - mmdet - INFO - Epoch [5][4450/7330] lr: 1.000e-04, eta: 2 days, 16:46:29, time: 0.960, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1849, s0.acc: 93.8677, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2380, s1.loss_cls: 0.0848, s1.acc: 94.2627, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1187, s2.loss_cls: 0.0409, s2.acc: 94.3247, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0559, loss: 1.1727 +2025-07-02 03:57:00,021 - mmdet - INFO - Epoch [5][4500/7330] lr: 1.000e-04, eta: 2 days, 16:46:50, time: 1.133, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1805, s0.acc: 93.9263, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2457, s1.loss_cls: 0.0833, s1.acc: 94.2320, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1202, s2.loss_cls: 0.0399, s2.acc: 94.3259, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0564, loss: 1.1741 +2025-07-02 03:57:57,720 - mmdet - INFO - Epoch [5][4550/7330] lr: 1.000e-04, eta: 2 days, 16:47:23, time: 1.154, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1918, s0.acc: 93.4922, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2562, s1.loss_cls: 0.0881, s1.acc: 93.8809, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1257, s2.loss_cls: 0.0418, s2.acc: 94.0926, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0587, loss: 1.2350 +2025-07-02 03:58:45,676 - mmdet - INFO - Epoch [5][4600/7330] lr: 1.000e-04, eta: 2 days, 16:46:00, time: 0.959, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1813, s0.acc: 93.9629, s0.loss_bbox: 0.2352, s0.loss_mask: 0.2427, s1.loss_cls: 0.0830, s1.acc: 94.3882, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1187, s2.loss_cls: 0.0400, s2.acc: 94.4707, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0557, loss: 1.1678 +2025-07-02 03:59:33,286 - mmdet - INFO - Epoch [5][4650/7330] lr: 1.000e-04, eta: 2 days, 16:44:32, time: 0.952, data_time: 0.035, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1941, s0.acc: 93.6111, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2534, s1.loss_cls: 0.0903, s1.acc: 93.8805, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1236, s2.loss_cls: 0.0423, s2.acc: 94.1025, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0580, loss: 1.2166 +2025-07-02 04:00:21,329 - mmdet - INFO - Epoch [5][4700/7330] lr: 1.000e-04, eta: 2 days, 16:43:10, time: 0.961, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1978, s0.acc: 93.3833, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2563, s1.loss_cls: 0.0908, s1.acc: 93.7644, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1254, s2.loss_cls: 0.0424, s2.acc: 93.9624, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0584, loss: 1.2493 +2025-07-02 04:01:09,555 - mmdet - INFO - Epoch [5][4750/7330] lr: 1.000e-04, eta: 2 days, 16:41:50, time: 0.965, data_time: 0.036, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1973, s0.acc: 93.3699, s0.loss_bbox: 0.2528, s0.loss_mask: 0.2553, s1.loss_cls: 0.0913, s1.acc: 93.7375, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1248, s2.loss_cls: 0.0434, s2.acc: 93.8301, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0576, loss: 1.2458 +2025-07-02 04:01:57,979 - mmdet - INFO - Epoch [5][4800/7330] lr: 1.000e-04, eta: 2 days, 16:40:33, time: 0.968, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1980, s0.acc: 93.4695, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2472, s1.loss_cls: 0.0907, s1.acc: 93.8256, s1.loss_bbox: 0.1134, s1.loss_mask: 0.1212, s2.loss_cls: 0.0437, s2.acc: 93.8763, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0565, loss: 1.2330 +2025-07-02 04:02:47,856 - mmdet - INFO - Epoch [5][4850/7330] lr: 1.000e-04, eta: 2 days, 16:39:33, time: 0.998, data_time: 0.030, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0447, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2038, s0.acc: 93.2783, s0.loss_bbox: 0.2569, s0.loss_mask: 0.2573, s1.loss_cls: 0.0948, s1.acc: 93.5260, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1262, s2.loss_cls: 0.0450, s2.acc: 93.5863, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0588, loss: 1.2729 +2025-07-02 04:03:34,875 - mmdet - INFO - Epoch [5][4900/7330] lr: 1.000e-04, eta: 2 days, 16:38:00, time: 0.940, data_time: 0.025, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1855, s0.acc: 93.9260, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2469, s1.loss_cls: 0.0857, s1.acc: 94.2288, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1218, s2.loss_cls: 0.0404, s2.acc: 94.4144, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0565, loss: 1.1817 +2025-07-02 04:04:35,647 - mmdet - INFO - Epoch [5][4950/7330] lr: 1.000e-04, eta: 2 days, 16:39:07, time: 1.216, data_time: 0.030, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1987, s0.acc: 93.3999, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2599, s1.loss_cls: 0.0916, s1.acc: 93.7271, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1268, s2.loss_cls: 0.0437, s2.acc: 93.7526, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0584, loss: 1.2595 +2025-07-02 04:05:22,809 - mmdet - INFO - Epoch [5][5000/7330] lr: 1.000e-04, eta: 2 days, 16:37:36, time: 0.943, data_time: 0.026, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1851, s0.acc: 93.9253, s0.loss_bbox: 0.2310, s0.loss_mask: 0.2507, s1.loss_cls: 0.0856, s1.acc: 94.2225, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1228, s2.loss_cls: 0.0408, s2.acc: 94.2601, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0568, loss: 1.1808 +2025-07-02 04:06:10,173 - mmdet - INFO - Epoch [5][5050/7330] lr: 1.000e-04, eta: 2 days, 16:36:06, time: 0.947, data_time: 0.025, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1803, s0.acc: 93.9275, s0.loss_bbox: 0.2311, s0.loss_mask: 0.2453, s1.loss_cls: 0.0831, s1.acc: 94.2223, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1213, s2.loss_cls: 0.0403, s2.acc: 94.1531, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0573, loss: 1.1685 +2025-07-02 04:06:58,113 - mmdet - INFO - Epoch [5][5100/7330] lr: 1.000e-04, eta: 2 days, 16:34:44, time: 0.959, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1880, s0.acc: 93.6589, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2518, s1.loss_cls: 0.0870, s1.acc: 93.9953, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1234, s2.loss_cls: 0.0420, s2.acc: 94.0671, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0578, loss: 1.2123 +2025-07-02 04:07:45,616 - mmdet - INFO - Epoch [5][5150/7330] lr: 1.000e-04, eta: 2 days, 16:33:17, time: 0.950, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1850, s0.acc: 93.7974, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2534, s1.loss_cls: 0.0856, s1.acc: 94.0715, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1233, s2.loss_cls: 0.0407, s2.acc: 94.2252, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0581, loss: 1.2113 +2025-07-02 04:08:33,310 - mmdet - INFO - Epoch [5][5200/7330] lr: 1.000e-04, eta: 2 days, 16:31:52, time: 0.954, data_time: 0.037, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1857, s0.acc: 93.7146, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2501, s1.loss_cls: 0.0855, s1.acc: 94.0357, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1220, s2.loss_cls: 0.0414, s2.acc: 94.1116, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0572, loss: 1.2026 +2025-07-02 04:09:23,486 - mmdet - INFO - Epoch [5][5250/7330] lr: 1.000e-04, eta: 2 days, 16:30:56, time: 1.004, data_time: 0.035, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1921, s0.acc: 93.7344, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2523, s1.loss_cls: 0.0885, s1.acc: 94.0901, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1228, s2.loss_cls: 0.0418, s2.acc: 94.2099, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0573, loss: 1.2094 +2025-07-02 04:10:11,481 - mmdet - INFO - Epoch [5][5300/7330] lr: 1.000e-04, eta: 2 days, 16:29:35, time: 0.960, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1971, s0.acc: 93.4929, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2497, s1.loss_cls: 0.0909, s1.acc: 93.8410, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1220, s2.loss_cls: 0.0433, s2.acc: 93.9203, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0571, loss: 1.2255 +2025-07-02 04:11:17,952 - mmdet - INFO - Epoch [5][5350/7330] lr: 1.000e-04, eta: 2 days, 16:31:46, time: 1.329, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1864, s0.acc: 93.9128, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2475, s1.loss_cls: 0.0855, s1.acc: 94.1444, s1.loss_bbox: 0.1039, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.2852, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0561, loss: 1.1811 +2025-07-02 04:12:05,354 - mmdet - INFO - Epoch [5][5400/7330] lr: 1.000e-04, eta: 2 days, 16:30:17, time: 0.947, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1980, s0.acc: 93.4536, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2565, s1.loss_cls: 0.0914, s1.acc: 93.8589, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1248, s2.loss_cls: 0.0435, s2.acc: 93.9283, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0581, loss: 1.2539 +2025-07-02 04:12:52,780 - mmdet - INFO - Epoch [5][5450/7330] lr: 1.000e-04, eta: 2 days, 16:28:50, time: 0.949, data_time: 0.030, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1894, s0.acc: 93.6091, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2551, s1.loss_cls: 0.0879, s1.acc: 93.8488, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1242, s2.loss_cls: 0.0414, s2.acc: 94.0337, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0579, loss: 1.2205 +2025-07-02 04:13:41,019 - mmdet - INFO - Epoch [5][5500/7330] lr: 1.000e-04, eta: 2 days, 16:27:32, time: 0.965, data_time: 0.037, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0462, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1924, s0.acc: 93.6494, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2533, s1.loss_cls: 0.0875, s1.acc: 94.0985, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1239, s2.loss_cls: 0.0412, s2.acc: 94.2563, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0580, loss: 1.2314 +2025-07-02 04:14:28,698 - mmdet - INFO - Epoch [5][5550/7330] lr: 1.000e-04, eta: 2 days, 16:26:07, time: 0.954, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1940, s0.acc: 93.6587, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2534, s1.loss_cls: 0.0883, s1.acc: 94.0501, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1219, s2.loss_cls: 0.0423, s2.acc: 94.0363, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0567, loss: 1.2255 +2025-07-02 04:15:16,041 - mmdet - INFO - Epoch [5][5600/7330] lr: 1.000e-04, eta: 2 days, 16:24:39, time: 0.947, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1892, s0.acc: 93.6753, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2564, s1.loss_cls: 0.0856, s1.acc: 94.1149, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1255, s2.loss_cls: 0.0411, s2.acc: 94.1711, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0588, loss: 1.2219 +2025-07-02 04:16:06,161 - mmdet - INFO - Epoch [5][5650/7330] lr: 1.000e-04, eta: 2 days, 16:23:43, time: 1.002, data_time: 0.030, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1943, s0.acc: 93.4285, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2509, s1.loss_cls: 0.0900, s1.acc: 93.6858, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1231, s2.loss_cls: 0.0424, s2.acc: 93.9644, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0576, loss: 1.2275 +2025-07-02 04:16:53,877 - mmdet - INFO - Epoch [5][5700/7330] lr: 1.000e-04, eta: 2 days, 16:22:20, time: 0.954, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1872, s0.acc: 93.8376, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2533, s1.loss_cls: 0.0870, s1.acc: 94.0934, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1236, s2.loss_cls: 0.0414, s2.acc: 94.1642, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0570, loss: 1.2071 +2025-07-02 04:17:54,718 - mmdet - INFO - Epoch [5][5750/7330] lr: 1.000e-04, eta: 2 days, 16:23:23, time: 1.217, data_time: 0.038, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1835, s0.acc: 93.8660, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2473, s1.loss_cls: 0.0847, s1.acc: 94.0894, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1215, s2.loss_cls: 0.0410, s2.acc: 94.1095, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0572, loss: 1.1961 +2025-07-02 04:18:47,694 - mmdet - INFO - Epoch [5][5800/7330] lr: 1.000e-04, eta: 2 days, 16:22:59, time: 1.059, data_time: 0.026, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1854, s0.acc: 93.8257, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2490, s1.loss_cls: 0.0851, s1.acc: 94.1693, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1221, s2.loss_cls: 0.0407, s2.acc: 94.2132, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0568, loss: 1.1971 +2025-07-02 04:19:35,566 - mmdet - INFO - Epoch [5][5850/7330] lr: 1.000e-04, eta: 2 days, 16:21:37, time: 0.958, data_time: 0.037, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1871, s0.acc: 93.7192, s0.loss_bbox: 0.2473, s0.loss_mask: 0.2537, s1.loss_cls: 0.0857, s1.acc: 94.0535, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1239, s2.loss_cls: 0.0407, s2.acc: 94.1500, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0582, loss: 1.2152 +2025-07-02 04:20:23,724 - mmdet - INFO - Epoch [5][5900/7330] lr: 1.000e-04, eta: 2 days, 16:20:18, time: 0.963, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1942, s0.acc: 93.5969, s0.loss_bbox: 0.2518, s0.loss_mask: 0.2579, s1.loss_cls: 0.0902, s1.acc: 93.9539, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1266, s2.loss_cls: 0.0424, s2.acc: 94.1168, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0589, loss: 1.2498 +2025-07-02 04:21:11,081 - mmdet - INFO - Epoch [5][5950/7330] lr: 1.000e-04, eta: 2 days, 16:18:51, time: 0.948, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1992, s0.acc: 93.4944, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2487, s1.loss_cls: 0.0913, s1.acc: 93.8025, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1228, s2.loss_cls: 0.0430, s2.acc: 93.9826, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0574, loss: 1.2326 +2025-07-02 04:21:58,903 - mmdet - INFO - Epoch [5][6000/7330] lr: 1.000e-04, eta: 2 days, 16:17:30, time: 0.957, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1917, s0.acc: 93.5762, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2519, s1.loss_cls: 0.0890, s1.acc: 93.8960, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1229, s2.loss_cls: 0.0431, s2.acc: 93.9041, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0571, loss: 1.2228 +2025-07-02 04:22:46,887 - mmdet - INFO - Epoch [5][6050/7330] lr: 1.000e-04, eta: 2 days, 16:16:10, time: 0.960, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1835, s0.acc: 93.9355, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2500, s1.loss_cls: 0.0849, s1.acc: 94.1012, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1223, s2.loss_cls: 0.0408, s2.acc: 94.1563, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0571, loss: 1.1883 +2025-07-02 04:23:36,936 - mmdet - INFO - Epoch [5][6100/7330] lr: 1.000e-04, eta: 2 days, 16:15:13, time: 1.001, data_time: 0.032, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1925, s0.acc: 93.6846, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2486, s1.loss_cls: 0.0889, s1.acc: 93.9642, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1219, s2.loss_cls: 0.0423, s2.acc: 94.1103, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0569, loss: 1.2125 +2025-07-02 04:24:24,314 - mmdet - INFO - Epoch [5][6150/7330] lr: 1.000e-04, eta: 2 days, 16:13:46, time: 0.948, data_time: 0.033, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1897, s0.acc: 93.6941, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2536, s1.loss_cls: 0.0882, s1.acc: 94.0014, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1241, s2.loss_cls: 0.0414, s2.acc: 94.1736, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0579, loss: 1.2150 +2025-07-02 04:25:29,743 - mmdet - INFO - Epoch [5][6200/7330] lr: 1.000e-04, eta: 2 days, 16:15:38, time: 1.308, data_time: 0.025, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1884, s0.acc: 93.7466, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2504, s1.loss_cls: 0.0868, s1.acc: 94.1105, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1222, s2.loss_cls: 0.0421, s2.acc: 94.1809, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0568, loss: 1.2033 +2025-07-02 04:26:17,680 - mmdet - INFO - Epoch [5][6250/7330] lr: 1.000e-04, eta: 2 days, 16:14:18, time: 0.959, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1906, s0.acc: 93.6973, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2446, s1.loss_cls: 0.0877, s1.acc: 94.0623, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1200, s2.loss_cls: 0.0416, s2.acc: 94.2138, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0560, loss: 1.2039 +2025-07-02 04:27:05,137 - mmdet - INFO - Epoch [5][6300/7330] lr: 1.000e-04, eta: 2 days, 16:12:52, time: 0.949, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1839, s0.acc: 93.9917, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2444, s1.loss_cls: 0.0841, s1.acc: 94.2715, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1195, s2.loss_cls: 0.0407, s2.acc: 94.2909, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0556, loss: 1.1700 +2025-07-02 04:27:53,475 - mmdet - INFO - Epoch [5][6350/7330] lr: 1.000e-04, eta: 2 days, 16:11:37, time: 0.967, data_time: 0.037, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1953, s0.acc: 93.5605, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2485, s1.loss_cls: 0.0899, s1.acc: 93.9271, s1.loss_bbox: 0.1106, s1.loss_mask: 0.1219, s2.loss_cls: 0.0421, s2.acc: 94.1082, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0565, loss: 1.2288 +2025-07-02 04:28:42,089 - mmdet - INFO - Epoch [5][6400/7330] lr: 1.000e-04, eta: 2 days, 16:10:24, time: 0.972, data_time: 0.031, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.2024, s0.acc: 93.2693, s0.loss_bbox: 0.2560, s0.loss_mask: 0.2536, s1.loss_cls: 0.0936, s1.acc: 93.6240, s1.loss_bbox: 0.1130, s1.loss_mask: 0.1241, s2.loss_cls: 0.0446, s2.acc: 93.7302, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0579, loss: 1.2619 +2025-07-02 04:29:30,070 - mmdet - INFO - Epoch [5][6450/7330] lr: 1.000e-04, eta: 2 days, 16:09:05, time: 0.960, data_time: 0.028, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1914, s0.acc: 93.8223, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2484, s1.loss_cls: 0.0882, s1.acc: 94.1752, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1221, s2.loss_cls: 0.0426, s2.acc: 94.1847, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0577, loss: 1.2086 +2025-07-02 04:30:20,353 - mmdet - INFO - Epoch [5][6500/7330] lr: 1.000e-04, eta: 2 days, 16:08:11, time: 1.006, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0437, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1876, s0.acc: 93.8359, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2577, s1.loss_cls: 0.0864, s1.acc: 94.1760, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1261, s2.loss_cls: 0.0411, s2.acc: 94.2917, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0584, loss: 1.2144 +2025-07-02 04:31:07,876 - mmdet - INFO - Epoch [5][6550/7330] lr: 1.000e-04, eta: 2 days, 16:06:47, time: 0.951, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1853, s0.acc: 93.8716, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2492, s1.loss_cls: 0.0850, s1.acc: 94.2818, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1224, s2.loss_cls: 0.0406, s2.acc: 94.3711, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0576, loss: 1.1889 +2025-07-02 04:32:12,954 - mmdet - INFO - Epoch [5][6600/7330] lr: 1.000e-04, eta: 2 days, 16:08:31, time: 1.302, data_time: 0.035, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1893, s0.acc: 93.6045, s0.loss_bbox: 0.2515, s0.loss_mask: 0.2519, s1.loss_cls: 0.0877, s1.acc: 93.9168, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1236, s2.loss_cls: 0.0417, s2.acc: 93.9575, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0574, loss: 1.2252 +2025-07-02 04:33:00,590 - mmdet - INFO - Epoch [5][6650/7330] lr: 1.000e-04, eta: 2 days, 16:07:08, time: 0.953, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1885, s0.acc: 93.6816, s0.loss_bbox: 0.2480, s0.loss_mask: 0.2546, s1.loss_cls: 0.0858, s1.acc: 94.0868, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1245, s2.loss_cls: 0.0410, s2.acc: 94.1998, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0582, loss: 1.2183 +2025-07-02 04:33:48,206 - mmdet - INFO - Epoch [5][6700/7330] lr: 1.000e-04, eta: 2 days, 16:05:45, time: 0.952, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1857, s0.acc: 93.8906, s0.loss_bbox: 0.2386, s0.loss_mask: 0.2538, s1.loss_cls: 0.0862, s1.acc: 94.1408, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1239, s2.loss_cls: 0.0410, s2.acc: 94.2786, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0574, loss: 1.1979 +2025-07-02 04:34:36,362 - mmdet - INFO - Epoch [5][6750/7330] lr: 1.000e-04, eta: 2 days, 16:04:28, time: 0.963, data_time: 0.029, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1893, s0.acc: 93.6824, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2468, s1.loss_cls: 0.0873, s1.acc: 93.9297, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1213, s2.loss_cls: 0.0417, s2.acc: 93.9834, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0569, loss: 1.2100 +2025-07-02 04:35:23,700 - mmdet - INFO - Epoch [5][6800/7330] lr: 1.000e-04, eta: 2 days, 16:03:03, time: 0.947, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1767, s0.acc: 94.1257, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2457, s1.loss_cls: 0.0835, s1.acc: 94.2684, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1213, s2.loss_cls: 0.0399, s2.acc: 94.2123, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0576, loss: 1.1665 +2025-07-02 04:36:11,571 - mmdet - INFO - Epoch [5][6850/7330] lr: 1.000e-04, eta: 2 days, 16:01:43, time: 0.957, data_time: 0.035, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1926, s0.acc: 93.5479, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2554, s1.loss_cls: 0.0893, s1.acc: 93.8032, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1258, s2.loss_cls: 0.0433, s2.acc: 93.8062, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0587, loss: 1.2334 +2025-07-02 04:37:01,891 - mmdet - INFO - Epoch [5][6900/7330] lr: 1.000e-04, eta: 2 days, 16:00:49, time: 1.007, data_time: 0.027, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1826, s0.acc: 93.9890, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2486, s1.loss_cls: 0.0843, s1.acc: 94.2562, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1218, s2.loss_cls: 0.0397, s2.acc: 94.4672, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0566, loss: 1.1764 +2025-07-02 04:37:49,609 - mmdet - INFO - Epoch [5][6950/7330] lr: 1.000e-04, eta: 2 days, 15:59:28, time: 0.954, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1922, s0.acc: 93.5234, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2535, s1.loss_cls: 0.0890, s1.acc: 93.8520, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1239, s2.loss_cls: 0.0418, s2.acc: 94.0247, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0575, loss: 1.2268 +2025-07-02 04:38:49,416 - mmdet - INFO - Epoch [5][7000/7330] lr: 1.000e-04, eta: 2 days, 16:00:14, time: 1.196, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1814, s0.acc: 93.9187, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2516, s1.loss_cls: 0.0830, s1.acc: 94.2306, s1.loss_bbox: 0.1045, s1.loss_mask: 0.1246, s2.loss_cls: 0.0395, s2.acc: 94.3563, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0589, loss: 1.1936 +2025-07-02 04:39:41,474 - mmdet - INFO - Epoch [5][7050/7330] lr: 1.000e-04, eta: 2 days, 15:59:39, time: 1.041, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1728, s0.acc: 94.2134, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2478, s1.loss_cls: 0.0802, s1.acc: 94.4893, s1.loss_bbox: 0.1006, s1.loss_mask: 0.1205, s2.loss_cls: 0.0379, s2.acc: 94.6158, s2.loss_bbox: 0.0389, s2.loss_mask: 0.0562, loss: 1.1466 +2025-07-02 04:40:29,323 - mmdet - INFO - Epoch [5][7100/7330] lr: 1.000e-04, eta: 2 days, 15:58:19, time: 0.957, data_time: 0.034, memory: 15033, balance_loss: 0.0010, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1877, s0.acc: 93.7837, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2524, s1.loss_cls: 0.0868, s1.acc: 94.0337, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1236, s2.loss_cls: 0.0413, s2.acc: 94.1718, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0581, loss: 1.2085 +2025-07-02 04:41:16,655 - mmdet - INFO - Epoch [5][7150/7330] lr: 1.000e-04, eta: 2 days, 15:56:54, time: 0.947, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1866, s0.acc: 93.8508, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2473, s1.loss_cls: 0.0862, s1.acc: 94.1043, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1218, s2.loss_cls: 0.0409, s2.acc: 94.1714, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0572, loss: 1.2051 +2025-07-02 04:42:03,536 - mmdet - INFO - Epoch [5][7200/7330] lr: 1.000e-04, eta: 2 days, 15:55:25, time: 0.937, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1838, s0.acc: 94.0776, s0.loss_bbox: 0.2241, s0.loss_mask: 0.2456, s1.loss_cls: 0.0854, s1.acc: 94.3391, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1210, s2.loss_cls: 0.0404, s2.acc: 94.5165, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0559, loss: 1.1643 +2025-07-02 04:42:51,580 - mmdet - INFO - Epoch [5][7250/7330] lr: 1.000e-04, eta: 2 days, 15:54:07, time: 0.961, data_time: 0.033, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1890, s0.acc: 93.6838, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2503, s1.loss_cls: 0.0880, s1.acc: 93.9108, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1233, s2.loss_cls: 0.0422, s2.acc: 93.9562, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0575, loss: 1.2190 +2025-07-02 04:43:38,962 - mmdet - INFO - Epoch [5][7300/7330] lr: 1.000e-04, eta: 2 days, 15:52:43, time: 0.948, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1831, s0.acc: 93.9463, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2504, s1.loss_cls: 0.0832, s1.acc: 94.3638, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1227, s2.loss_cls: 0.0397, s2.acc: 94.3911, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0572, loss: 1.1905 +2025-07-02 04:44:19,208 - mmdet - INFO - Saving checkpoint at 5 epochs +2025-07-02 04:47:35,717 - mmdet - INFO - Evaluating bbox... +2025-07-02 04:48:11,715 - mmdet - INFO - Evaluating segm... +2025-07-02 04:48:46,755 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 04:48:46,755 - mmdet - INFO - Epoch(val) [5][7330] bbox_mAP: 0.4150, bbox_mAP_50: 0.5950, bbox_mAP_75: 0.4520, bbox_mAP_s: 0.2510, bbox_mAP_m: 0.4450, bbox_mAP_l: 0.5540, bbox_mAP_copypaste: 0.415 0.595 0.452 0.251 0.445 0.554, segm_mAP: 0.3620, segm_mAP_50: 0.5670, segm_mAP_75: 0.3850, segm_mAP_s: 0.2060, segm_mAP_m: 0.3890, segm_mAP_l: 0.5020, segm_mAP_copypaste: 0.362 0.567 0.385 0.206 0.389 0.502 +2025-07-02 04:51:01,313 - mmdet - INFO - Epoch [6][50/7330] lr: 1.000e-04, eta: 2 days, 16:00:35, time: 2.691, data_time: 1.542, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1856, s0.acc: 93.6985, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2531, s1.loss_cls: 0.0852, s1.acc: 94.0588, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1232, s2.loss_cls: 0.0404, s2.acc: 94.2165, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0574, loss: 1.2130 +2025-07-02 04:51:55,328 - mmdet - INFO - Epoch [6][100/7330] lr: 1.000e-04, eta: 2 days, 16:00:18, time: 1.080, data_time: 0.034, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0451, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1932, s0.acc: 93.5728, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2553, s1.loss_cls: 0.0888, s1.acc: 93.8947, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1247, s2.loss_cls: 0.0421, s2.acc: 94.0229, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0582, loss: 1.2439 +2025-07-02 04:52:45,748 - mmdet - INFO - Epoch [6][150/7330] lr: 1.000e-04, eta: 2 days, 15:59:24, time: 1.008, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1848, s0.acc: 93.8833, s0.loss_bbox: 0.2394, s0.loss_mask: 0.2480, s1.loss_cls: 0.0848, s1.acc: 94.3039, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1224, s2.loss_cls: 0.0403, s2.acc: 94.4465, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0572, loss: 1.1928 +2025-07-02 04:53:36,072 - mmdet - INFO - Epoch [6][200/7330] lr: 1.000e-04, eta: 2 days, 15:58:29, time: 1.006, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1839, s0.acc: 93.8320, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2484, s1.loss_cls: 0.0839, s1.acc: 94.1853, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1222, s2.loss_cls: 0.0406, s2.acc: 94.2099, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0570, loss: 1.1836 +2025-07-02 04:54:27,225 - mmdet - INFO - Epoch [6][250/7330] lr: 1.000e-04, eta: 2 days, 15:57:43, time: 1.023, data_time: 0.033, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1795, s0.acc: 93.9214, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2500, s1.loss_cls: 0.0825, s1.acc: 94.2023, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1218, s2.loss_cls: 0.0391, s2.acc: 94.3649, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0566, loss: 1.1835 +2025-07-02 04:55:17,823 - mmdet - INFO - Epoch [6][300/7330] lr: 1.000e-04, eta: 2 days, 15:56:51, time: 1.012, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1867, s0.acc: 93.7085, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2501, s1.loss_cls: 0.0857, s1.acc: 94.0474, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1229, s2.loss_cls: 0.0404, s2.acc: 94.2008, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0575, loss: 1.2055 +2025-07-02 04:56:08,476 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 04:56:08,476 - mmdet - INFO - Epoch [6][350/7330] lr: 1.000e-04, eta: 2 days, 15:55:59, time: 1.013, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1819, s0.acc: 93.7830, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2498, s1.loss_cls: 0.0837, s1.acc: 94.1885, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1228, s2.loss_cls: 0.0395, s2.acc: 94.4056, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0572, loss: 1.1917 +2025-07-02 04:56:59,914 - mmdet - INFO - Epoch [6][400/7330] lr: 1.000e-04, eta: 2 days, 15:55:16, time: 1.029, data_time: 0.038, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1961, s0.acc: 93.3545, s0.loss_bbox: 0.2559, s0.loss_mask: 0.2511, s1.loss_cls: 0.0901, s1.acc: 93.7567, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1233, s2.loss_cls: 0.0434, s2.acc: 93.7593, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0578, loss: 1.2473 +2025-07-02 04:58:03,883 - mmdet - INFO - Epoch [6][450/7330] lr: 1.000e-04, eta: 2 days, 15:56:39, time: 1.279, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1868, s0.acc: 93.7393, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2406, s1.loss_cls: 0.0857, s1.acc: 94.0829, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1184, s2.loss_cls: 0.0405, s2.acc: 94.2392, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0557, loss: 1.1869 +2025-07-02 04:58:55,107 - mmdet - INFO - Epoch [6][500/7330] lr: 1.000e-04, eta: 2 days, 15:55:53, time: 1.025, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1907, s0.acc: 93.6318, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2540, s1.loss_cls: 0.0884, s1.acc: 93.8971, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1254, s2.loss_cls: 0.0417, s2.acc: 94.0198, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0584, loss: 1.2190 +2025-07-02 04:59:43,942 - mmdet - INFO - Epoch [6][550/7330] lr: 1.000e-04, eta: 2 days, 15:54:43, time: 0.977, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1864, s0.acc: 93.7368, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2512, s1.loss_cls: 0.0888, s1.acc: 93.8135, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1236, s2.loss_cls: 0.0419, s2.acc: 94.0346, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0576, loss: 1.2082 +2025-07-02 05:00:33,140 - mmdet - INFO - Epoch [6][600/7330] lr: 1.000e-04, eta: 2 days, 15:53:37, time: 0.984, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1905, s0.acc: 93.6838, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2522, s1.loss_cls: 0.0893, s1.acc: 93.9219, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1237, s2.loss_cls: 0.0424, s2.acc: 94.0235, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0576, loss: 1.2235 +2025-07-02 05:01:22,214 - mmdet - INFO - Epoch [6][650/7330] lr: 1.000e-04, eta: 2 days, 15:52:29, time: 0.982, data_time: 0.033, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1850, s0.acc: 93.8025, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2421, s1.loss_cls: 0.0839, s1.acc: 94.2010, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1195, s2.loss_cls: 0.0404, s2.acc: 94.2916, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0557, loss: 1.1924 +2025-07-02 05:02:11,720 - mmdet - INFO - Epoch [6][700/7330] lr: 1.000e-04, eta: 2 days, 15:51:26, time: 0.990, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.2013, s0.acc: 93.3083, s0.loss_bbox: 0.2513, s0.loss_mask: 0.2534, s1.loss_cls: 0.0928, s1.acc: 93.6250, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1242, s2.loss_cls: 0.0440, s2.acc: 93.8174, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0580, loss: 1.2514 +2025-07-02 05:03:01,189 - mmdet - INFO - Epoch [6][750/7330] lr: 1.000e-04, eta: 2 days, 15:50:22, time: 0.989, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1938, s0.acc: 93.7119, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2489, s1.loss_cls: 0.0899, s1.acc: 94.0076, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1216, s2.loss_cls: 0.0424, s2.acc: 94.1584, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0573, loss: 1.2155 +2025-07-02 05:03:50,804 - mmdet - INFO - Epoch [6][800/7330] lr: 1.000e-04, eta: 2 days, 15:49:21, time: 0.993, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0443, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1824, s0.acc: 93.8748, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2510, s1.loss_cls: 0.0819, s1.acc: 94.3390, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1219, s2.loss_cls: 0.0387, s2.acc: 94.4641, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0569, loss: 1.1938 +2025-07-02 05:04:56,448 - mmdet - INFO - Epoch [6][850/7330] lr: 1.000e-04, eta: 2 days, 15:50:58, time: 1.313, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1928, s0.acc: 93.6223, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2480, s1.loss_cls: 0.0876, s1.acc: 93.9589, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1220, s2.loss_cls: 0.0416, s2.acc: 94.1583, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0570, loss: 1.2120 +2025-07-02 05:05:47,678 - mmdet - INFO - Epoch [6][900/7330] lr: 1.000e-04, eta: 2 days, 15:50:11, time: 1.024, data_time: 0.034, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1862, s0.acc: 93.6748, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2469, s1.loss_cls: 0.0861, s1.acc: 93.9668, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1215, s2.loss_cls: 0.0410, s2.acc: 94.1721, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0567, loss: 1.1955 +2025-07-02 05:06:36,533 - mmdet - INFO - Epoch [6][950/7330] lr: 1.000e-04, eta: 2 days, 15:49:02, time: 0.978, data_time: 0.034, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1846, s0.acc: 93.9478, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2465, s1.loss_cls: 0.0854, s1.acc: 94.2404, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1206, s2.loss_cls: 0.0411, s2.acc: 94.2994, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0566, loss: 1.1810 +2025-07-02 05:07:25,283 - mmdet - INFO - Epoch [6][1000/7330] lr: 1.000e-04, eta: 2 days, 15:47:51, time: 0.975, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1967, s0.acc: 93.4131, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2619, s1.loss_cls: 0.0914, s1.acc: 93.7360, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1270, s2.loss_cls: 0.0434, s2.acc: 93.9139, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0594, loss: 1.2566 +2025-07-02 05:08:13,949 - mmdet - INFO - Epoch [6][1050/7330] lr: 1.000e-04, eta: 2 days, 15:46:40, time: 0.973, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1850, s0.acc: 93.8105, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2464, s1.loss_cls: 0.0853, s1.acc: 94.1181, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1204, s2.loss_cls: 0.0411, s2.acc: 94.2557, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0565, loss: 1.1838 +2025-07-02 05:09:02,328 - mmdet - INFO - Epoch [6][1100/7330] lr: 1.000e-04, eta: 2 days, 15:45:26, time: 0.968, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1885, s0.acc: 93.6804, s0.loss_bbox: 0.2417, s0.loss_mask: 0.2497, s1.loss_cls: 0.0873, s1.acc: 94.0093, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1224, s2.loss_cls: 0.0416, s2.acc: 94.1063, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0571, loss: 1.2062 +2025-07-02 05:09:50,970 - mmdet - INFO - Epoch [6][1150/7330] lr: 1.000e-04, eta: 2 days, 15:44:15, time: 0.973, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1892, s0.acc: 93.6689, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2578, s1.loss_cls: 0.0865, s1.acc: 94.0605, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1257, s2.loss_cls: 0.0410, s2.acc: 94.2703, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0585, loss: 1.2312 +2025-07-02 05:10:38,851 - mmdet - INFO - Epoch [6][1200/7330] lr: 1.000e-04, eta: 2 days, 15:42:56, time: 0.957, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1799, s0.acc: 93.9158, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2429, s1.loss_cls: 0.0827, s1.acc: 94.2374, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1197, s2.loss_cls: 0.0394, s2.acc: 94.3229, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0562, loss: 1.1684 +2025-07-02 05:11:32,472 - mmdet - INFO - Epoch [6][1250/7330] lr: 1.000e-04, eta: 2 days, 15:42:33, time: 1.073, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1811, s0.acc: 93.9307, s0.loss_bbox: 0.2335, s0.loss_mask: 0.2447, s1.loss_cls: 0.0831, s1.acc: 94.2723, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1191, s2.loss_cls: 0.0398, s2.acc: 94.3047, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0556, loss: 1.1620 +2025-07-02 05:12:32,791 - mmdet - INFO - Epoch [6][1300/7330] lr: 1.000e-04, eta: 2 days, 15:43:15, time: 1.206, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1946, s0.acc: 93.5234, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2523, s1.loss_cls: 0.0893, s1.acc: 93.8414, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1238, s2.loss_cls: 0.0421, s2.acc: 94.0815, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0578, loss: 1.2281 +2025-07-02 05:13:21,398 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 05:13:21,399 - mmdet - INFO - Epoch [6][1350/7330] lr: 1.000e-04, eta: 2 days, 15:42:03, time: 0.972, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1881, s0.acc: 93.6980, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2539, s1.loss_cls: 0.0865, s1.acc: 94.0082, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1237, s2.loss_cls: 0.0411, s2.acc: 94.1208, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0578, loss: 1.2242 +2025-07-02 05:14:09,311 - mmdet - INFO - Epoch [6][1400/7330] lr: 1.000e-04, eta: 2 days, 15:40:45, time: 0.958, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1897, s0.acc: 93.8203, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2564, s1.loss_cls: 0.0870, s1.acc: 94.1895, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1255, s2.loss_cls: 0.0412, s2.acc: 94.2903, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0586, loss: 1.2242 +2025-07-02 05:14:58,190 - mmdet - INFO - Epoch [6][1450/7330] lr: 1.000e-04, eta: 2 days, 15:39:36, time: 0.977, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1830, s0.acc: 93.8569, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2474, s1.loss_cls: 0.0847, s1.acc: 94.1422, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1217, s2.loss_cls: 0.0405, s2.acc: 94.2848, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0566, loss: 1.2002 +2025-07-02 05:15:47,211 - mmdet - INFO - Epoch [6][1500/7330] lr: 1.000e-04, eta: 2 days, 15:38:29, time: 0.981, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1845, s0.acc: 93.7964, s0.loss_bbox: 0.2443, s0.loss_mask: 0.2535, s1.loss_cls: 0.0853, s1.acc: 94.0713, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1236, s2.loss_cls: 0.0409, s2.acc: 94.0959, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0576, loss: 1.2098 +2025-07-02 05:16:35,804 - mmdet - INFO - Epoch [6][1550/7330] lr: 1.000e-04, eta: 2 days, 15:37:18, time: 0.972, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1892, s0.acc: 93.7915, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2495, s1.loss_cls: 0.0863, s1.acc: 94.1400, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1229, s2.loss_cls: 0.0407, s2.acc: 94.2944, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0573, loss: 1.2016 +2025-07-02 05:17:24,486 - mmdet - INFO - Epoch [6][1600/7330] lr: 1.000e-04, eta: 2 days, 15:36:07, time: 0.974, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1955, s0.acc: 93.4182, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2578, s1.loss_cls: 0.0903, s1.acc: 93.7539, s1.loss_bbox: 0.1128, s1.loss_mask: 0.1260, s2.loss_cls: 0.0434, s2.acc: 93.8364, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0594, loss: 1.2530 +2025-07-02 05:18:12,722 - mmdet - INFO - Epoch [6][1650/7330] lr: 1.000e-04, eta: 2 days, 15:34:52, time: 0.965, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1949, s0.acc: 93.4529, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2504, s1.loss_cls: 0.0904, s1.acc: 93.7840, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1219, s2.loss_cls: 0.0423, s2.acc: 93.9993, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0571, loss: 1.2252 +2025-07-02 05:19:15,518 - mmdet - INFO - Epoch [6][1700/7330] lr: 1.000e-04, eta: 2 days, 15:35:56, time: 1.255, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1721, s0.acc: 94.1890, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2426, s1.loss_cls: 0.0790, s1.acc: 94.5340, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1197, s2.loss_cls: 0.0387, s2.acc: 94.5217, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0562, loss: 1.1567 +2025-07-02 05:20:05,871 - mmdet - INFO - Epoch [6][1750/7330] lr: 1.000e-04, eta: 2 days, 15:35:02, time: 1.007, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1846, s0.acc: 93.7808, s0.loss_bbox: 0.2391, s0.loss_mask: 0.2514, s1.loss_cls: 0.0848, s1.acc: 94.1006, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1233, s2.loss_cls: 0.0401, s2.acc: 94.2684, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0573, loss: 1.1906 +2025-07-02 05:20:53,131 - mmdet - INFO - Epoch [6][1800/7330] lr: 1.000e-04, eta: 2 days, 15:33:38, time: 0.946, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1827, s0.acc: 93.9941, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2440, s1.loss_cls: 0.0849, s1.acc: 94.2431, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1190, s2.loss_cls: 0.0403, s2.acc: 94.4049, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0561, loss: 1.1672 +2025-07-02 05:21:41,925 - mmdet - INFO - Epoch [6][1850/7330] lr: 1.000e-04, eta: 2 days, 15:32:29, time: 0.976, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1837, s0.acc: 93.9382, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2457, s1.loss_cls: 0.0849, s1.acc: 94.2191, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1210, s2.loss_cls: 0.0411, s2.acc: 94.2886, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0569, loss: 1.1854 +2025-07-02 05:22:30,814 - mmdet - INFO - Epoch [6][1900/7330] lr: 1.000e-04, eta: 2 days, 15:31:20, time: 0.978, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1915, s0.acc: 93.5896, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2501, s1.loss_cls: 0.0886, s1.acc: 93.8652, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1236, s2.loss_cls: 0.0425, s2.acc: 93.9471, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0584, loss: 1.2280 +2025-07-02 05:23:18,905 - mmdet - INFO - Epoch [6][1950/7330] lr: 1.000e-04, eta: 2 days, 15:30:05, time: 0.962, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1875, s0.acc: 93.7600, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2448, s1.loss_cls: 0.0869, s1.acc: 94.0021, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1207, s2.loss_cls: 0.0417, s2.acc: 94.1405, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.1939 +2025-07-02 05:24:07,197 - mmdet - INFO - Epoch [6][2000/7330] lr: 1.000e-04, eta: 2 days, 15:28:51, time: 0.966, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1850, s0.acc: 93.8459, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2500, s1.loss_cls: 0.0852, s1.acc: 94.1325, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1229, s2.loss_cls: 0.0409, s2.acc: 94.1579, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0580, loss: 1.2114 +2025-07-02 05:24:55,322 - mmdet - INFO - Epoch [6][2050/7330] lr: 1.000e-04, eta: 2 days, 15:27:36, time: 0.962, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1972, s0.acc: 93.5386, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2591, s1.loss_cls: 0.0908, s1.acc: 93.9094, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1266, s2.loss_cls: 0.0430, s2.acc: 94.0442, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0592, loss: 1.2381 +2025-07-02 05:25:57,968 - mmdet - INFO - Epoch [6][2100/7330] lr: 1.000e-04, eta: 2 days, 15:28:36, time: 1.253, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1911, s0.acc: 93.6741, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2498, s1.loss_cls: 0.0878, s1.acc: 94.0932, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1220, s2.loss_cls: 0.0416, s2.acc: 94.1607, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0574, loss: 1.1943 +2025-07-02 05:26:48,695 - mmdet - INFO - Epoch [6][2150/7330] lr: 1.000e-04, eta: 2 days, 15:27:45, time: 1.014, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1896, s0.acc: 93.6865, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2550, s1.loss_cls: 0.0880, s1.acc: 93.9057, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1256, s2.loss_cls: 0.0420, s2.acc: 94.0873, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0588, loss: 1.2248 +2025-07-02 05:27:36,449 - mmdet - INFO - Epoch [6][2200/7330] lr: 1.000e-04, eta: 2 days, 15:26:27, time: 0.956, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1859, s0.acc: 93.7727, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2539, s1.loss_cls: 0.0864, s1.acc: 94.0510, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1237, s2.loss_cls: 0.0409, s2.acc: 94.1643, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0578, loss: 1.2010 +2025-07-02 05:28:24,860 - mmdet - INFO - Epoch [6][2250/7330] lr: 1.000e-04, eta: 2 days, 15:25:14, time: 0.968, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0478, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.2007, s0.acc: 93.4519, s0.loss_bbox: 0.2566, s0.loss_mask: 0.2532, s1.loss_cls: 0.0907, s1.acc: 93.8644, s1.loss_bbox: 0.1124, s1.loss_mask: 0.1235, s2.loss_cls: 0.0432, s2.acc: 94.0290, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0575, loss: 1.2588 +2025-07-02 05:29:12,379 - mmdet - INFO - Epoch [6][2300/7330] lr: 1.000e-04, eta: 2 days, 15:23:54, time: 0.950, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1815, s0.acc: 93.9294, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2483, s1.loss_cls: 0.0843, s1.acc: 94.2073, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1214, s2.loss_cls: 0.0402, s2.acc: 94.3365, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0566, loss: 1.1875 +2025-07-02 05:30:00,110 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 05:30:00,110 - mmdet - INFO - Epoch [6][2350/7330] lr: 1.000e-04, eta: 2 days, 15:22:35, time: 0.954, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1843, s0.acc: 93.7651, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2441, s1.loss_cls: 0.0853, s1.acc: 94.0741, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1200, s2.loss_cls: 0.0405, s2.acc: 94.1791, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0563, loss: 1.1852 +2025-07-02 05:30:48,421 - mmdet - INFO - Epoch [6][2400/7330] lr: 1.000e-04, eta: 2 days, 15:21:22, time: 0.967, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1851, s0.acc: 93.7410, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2469, s1.loss_cls: 0.0842, s1.acc: 94.1719, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1220, s2.loss_cls: 0.0402, s2.acc: 94.2761, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0570, loss: 1.1886 +2025-07-02 05:31:35,881 - mmdet - INFO - Epoch [6][2450/7330] lr: 1.000e-04, eta: 2 days, 15:20:01, time: 0.949, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1838, s0.acc: 93.8660, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2460, s1.loss_cls: 0.0840, s1.acc: 94.3106, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1210, s2.loss_cls: 0.0403, s2.acc: 94.3116, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0566, loss: 1.1895 +2025-07-02 05:32:36,654 - mmdet - INFO - Epoch [6][2500/7330] lr: 1.000e-04, eta: 2 days, 15:20:43, time: 1.216, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1958, s0.acc: 93.5095, s0.loss_bbox: 0.2553, s0.loss_mask: 0.2528, s1.loss_cls: 0.0907, s1.acc: 93.7302, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1242, s2.loss_cls: 0.0432, s2.acc: 93.8050, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0587, loss: 1.2465 +2025-07-02 05:33:32,108 - mmdet - INFO - Epoch [6][2550/7330] lr: 1.000e-04, eta: 2 days, 15:20:36, time: 1.109, data_time: 0.026, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1845, s0.acc: 93.8293, s0.loss_bbox: 0.2360, s0.loss_mask: 0.2421, s1.loss_cls: 0.0857, s1.acc: 94.1164, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1185, s2.loss_cls: 0.0409, s2.acc: 94.1776, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0555, loss: 1.1786 +2025-07-02 05:34:19,823 - mmdet - INFO - Epoch [6][2600/7330] lr: 1.000e-04, eta: 2 days, 15:19:17, time: 0.954, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1876, s0.acc: 93.7449, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2524, s1.loss_cls: 0.0861, s1.acc: 94.0652, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1250, s2.loss_cls: 0.0415, s2.acc: 94.1463, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0584, loss: 1.2093 +2025-07-02 05:35:07,757 - mmdet - INFO - Epoch [6][2650/7330] lr: 1.000e-04, eta: 2 days, 15:18:01, time: 0.959, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1876, s0.acc: 93.7507, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2515, s1.loss_cls: 0.0872, s1.acc: 94.0708, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1233, s2.loss_cls: 0.0414, s2.acc: 94.1010, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0580, loss: 1.2027 +2025-07-02 05:35:55,911 - mmdet - INFO - Epoch [6][2700/7330] lr: 1.000e-04, eta: 2 days, 15:16:47, time: 0.963, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1964, s0.acc: 93.3667, s0.loss_bbox: 0.2542, s0.loss_mask: 0.2456, s1.loss_cls: 0.0908, s1.acc: 93.6532, s1.loss_bbox: 0.1125, s1.loss_mask: 0.1197, s2.loss_cls: 0.0433, s2.acc: 93.8232, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0559, loss: 1.2330 +2025-07-02 05:36:43,408 - mmdet - INFO - Epoch [6][2750/7330] lr: 1.000e-04, eta: 2 days, 15:15:27, time: 0.950, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1831, s0.acc: 93.9888, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2492, s1.loss_cls: 0.0848, s1.acc: 94.1878, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1211, s2.loss_cls: 0.0407, s2.acc: 94.3005, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0560, loss: 1.1850 +2025-07-02 05:37:31,285 - mmdet - INFO - Epoch [6][2800/7330] lr: 1.000e-04, eta: 2 days, 15:14:10, time: 0.958, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1809, s0.acc: 93.9739, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2432, s1.loss_cls: 0.0836, s1.acc: 94.1784, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1203, s2.loss_cls: 0.0405, s2.acc: 94.3131, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0559, loss: 1.1675 +2025-07-02 05:38:19,091 - mmdet - INFO - Epoch [6][2850/7330] lr: 1.000e-04, eta: 2 days, 15:12:53, time: 0.956, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1963, s0.acc: 93.5618, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2530, s1.loss_cls: 0.0914, s1.acc: 93.7745, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1239, s2.loss_cls: 0.0433, s2.acc: 93.9545, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0584, loss: 1.2333 +2025-07-02 05:39:07,611 - mmdet - INFO - Epoch [6][2900/7330] lr: 1.000e-04, eta: 2 days, 15:11:43, time: 0.970, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1899, s0.acc: 93.6641, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2547, s1.loss_cls: 0.0874, s1.acc: 94.0349, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1249, s2.loss_cls: 0.0414, s2.acc: 94.1939, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0581, loss: 1.2271 +2025-07-02 05:40:12,037 - mmdet - INFO - Epoch [6][2950/7330] lr: 1.000e-04, eta: 2 days, 15:12:55, time: 1.288, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1920, s0.acc: 93.5046, s0.loss_bbox: 0.2511, s0.loss_mask: 0.2488, s1.loss_cls: 0.0907, s1.acc: 93.6942, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1216, s2.loss_cls: 0.0435, s2.acc: 93.7548, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0567, loss: 1.2301 +2025-07-02 05:41:02,206 - mmdet - INFO - Epoch [6][3000/7330] lr: 1.000e-04, eta: 2 days, 15:11:59, time: 1.004, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1858, s0.acc: 93.8005, s0.loss_bbox: 0.2414, s0.loss_mask: 0.2443, s1.loss_cls: 0.0865, s1.acc: 94.1053, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.2374, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0566, loss: 1.1911 +2025-07-02 05:41:49,599 - mmdet - INFO - Epoch [6][3050/7330] lr: 1.000e-04, eta: 2 days, 15:10:38, time: 0.947, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1967, s0.acc: 93.6111, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2490, s1.loss_cls: 0.0905, s1.acc: 93.9264, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1213, s2.loss_cls: 0.0426, s2.acc: 94.0738, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0566, loss: 1.2219 +2025-07-02 05:42:37,631 - mmdet - INFO - Epoch [6][3100/7330] lr: 1.000e-04, eta: 2 days, 15:09:24, time: 0.961, data_time: 0.026, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1888, s0.acc: 93.7229, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2476, s1.loss_cls: 0.0868, s1.acc: 94.0196, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1224, s2.loss_cls: 0.0422, s2.acc: 93.9934, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.2138 +2025-07-02 05:43:26,097 - mmdet - INFO - Epoch [6][3150/7330] lr: 1.000e-04, eta: 2 days, 15:08:13, time: 0.969, data_time: 0.024, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.2001, s0.acc: 93.3879, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2606, s1.loss_cls: 0.0918, s1.acc: 93.7352, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1273, s2.loss_cls: 0.0439, s2.acc: 93.8541, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0587, loss: 1.2708 +2025-07-02 05:44:13,919 - mmdet - INFO - Epoch [6][3200/7330] lr: 1.000e-04, eta: 2 days, 15:06:57, time: 0.956, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1914, s0.acc: 93.6506, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2460, s1.loss_cls: 0.0874, s1.acc: 94.0012, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1208, s2.loss_cls: 0.0416, s2.acc: 94.1720, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0565, loss: 1.1977 +2025-07-02 05:45:02,002 - mmdet - INFO - Epoch [6][3250/7330] lr: 1.000e-04, eta: 2 days, 15:05:43, time: 0.962, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1868, s0.acc: 93.8489, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2444, s1.loss_cls: 0.0855, s1.acc: 94.2179, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1202, s2.loss_cls: 0.0412, s2.acc: 94.2561, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0562, loss: 1.1899 +2025-07-02 05:45:50,188 - mmdet - INFO - Epoch [6][3300/7330] lr: 1.000e-04, eta: 2 days, 15:04:30, time: 0.964, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1939, s0.acc: 93.5781, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2555, s1.loss_cls: 0.0890, s1.acc: 93.9777, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1253, s2.loss_cls: 0.0428, s2.acc: 93.9993, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0587, loss: 1.2337 +2025-07-02 05:46:52,994 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 05:46:52,995 - mmdet - INFO - Epoch [6][3350/7330] lr: 1.000e-04, eta: 2 days, 15:05:26, time: 1.256, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1841, s0.acc: 93.8672, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2479, s1.loss_cls: 0.0865, s1.acc: 94.0515, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1211, s2.loss_cls: 0.0410, s2.acc: 94.2192, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0565, loss: 1.1847 +2025-07-02 05:47:43,656 - mmdet - INFO - Epoch [6][3400/7330] lr: 1.000e-04, eta: 2 days, 15:04:34, time: 1.013, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1898, s0.acc: 93.5730, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2448, s1.loss_cls: 0.0881, s1.acc: 93.8676, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1202, s2.loss_cls: 0.0418, s2.acc: 94.0479, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0565, loss: 1.2101 +2025-07-02 05:48:31,304 - mmdet - INFO - Epoch [6][3450/7330] lr: 1.000e-04, eta: 2 days, 15:03:17, time: 0.953, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1882, s0.acc: 93.7078, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2513, s1.loss_cls: 0.0866, s1.acc: 94.0733, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1225, s2.loss_cls: 0.0418, s2.acc: 93.9903, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.2065 +2025-07-02 05:49:19,357 - mmdet - INFO - Epoch [6][3500/7330] lr: 1.000e-04, eta: 2 days, 15:02:03, time: 0.961, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1917, s0.acc: 93.6677, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2529, s1.loss_cls: 0.0883, s1.acc: 93.8343, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1232, s2.loss_cls: 0.0420, s2.acc: 93.9641, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0583, loss: 1.2173 +2025-07-02 05:50:06,709 - mmdet - INFO - Epoch [6][3550/7330] lr: 1.000e-04, eta: 2 days, 15:00:42, time: 0.947, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1834, s0.acc: 93.8870, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2466, s1.loss_cls: 0.0856, s1.acc: 94.2256, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1212, s2.loss_cls: 0.0408, s2.acc: 94.2547, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0567, loss: 1.1839 +2025-07-02 05:50:54,934 - mmdet - INFO - Epoch [6][3600/7330] lr: 1.000e-04, eta: 2 days, 14:59:30, time: 0.964, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0449, loss_rpn_bbox: 0.0306, s0.loss_cls: 0.1936, s0.acc: 93.6062, s0.loss_bbox: 0.2502, s0.loss_mask: 0.2512, s1.loss_cls: 0.0898, s1.acc: 93.8794, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1234, s2.loss_cls: 0.0426, s2.acc: 93.9929, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0575, loss: 1.2392 +2025-07-02 05:51:42,875 - mmdet - INFO - Epoch [6][3650/7330] lr: 1.000e-04, eta: 2 days, 14:58:15, time: 0.959, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1768, s0.acc: 94.0168, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2482, s1.loss_cls: 0.0827, s1.acc: 94.2724, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1212, s2.loss_cls: 0.0393, s2.acc: 94.3634, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0569, loss: 1.1802 +2025-07-02 05:52:30,804 - mmdet - INFO - Epoch [6][3700/7330] lr: 1.000e-04, eta: 2 days, 14:57:00, time: 0.959, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1867, s0.acc: 93.7710, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2479, s1.loss_cls: 0.0869, s1.acc: 94.0237, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1215, s2.loss_cls: 0.0417, s2.acc: 94.1264, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0570, loss: 1.2087 +2025-07-02 05:53:34,555 - mmdet - INFO - Epoch [6][3750/7330] lr: 1.000e-04, eta: 2 days, 14:57:42, time: 1.227, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.2007, s0.acc: 93.3701, s0.loss_bbox: 0.2562, s0.loss_mask: 0.2520, s1.loss_cls: 0.0915, s1.acc: 93.7785, s1.loss_bbox: 0.1129, s1.loss_mask: 0.1238, s2.loss_cls: 0.0438, s2.acc: 93.8702, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0578, loss: 1.2542 +2025-07-02 05:54:27,206 - mmdet - INFO - Epoch [6][3800/7330] lr: 1.000e-04, eta: 2 days, 14:57:29, time: 1.101, data_time: 0.077, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1919, s0.acc: 93.6472, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2502, s1.loss_cls: 0.0880, s1.acc: 93.9358, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1217, s2.loss_cls: 0.0423, s2.acc: 94.0279, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0568, loss: 1.2185 +2025-07-02 05:55:15,449 - mmdet - INFO - Epoch [6][3850/7330] lr: 1.000e-04, eta: 2 days, 14:56:17, time: 0.965, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1882, s0.acc: 93.7109, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2515, s1.loss_cls: 0.0879, s1.acc: 93.9434, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1228, s2.loss_cls: 0.0419, s2.acc: 94.0681, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0571, loss: 1.2117 +2025-07-02 05:56:03,435 - mmdet - INFO - Epoch [6][3900/7330] lr: 1.000e-04, eta: 2 days, 14:55:03, time: 0.960, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1868, s0.acc: 93.7610, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2486, s1.loss_cls: 0.0860, s1.acc: 94.0333, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1224, s2.loss_cls: 0.0409, s2.acc: 94.1787, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0569, loss: 1.2149 +2025-07-02 05:56:51,247 - mmdet - INFO - Epoch [6][3950/7330] lr: 1.000e-04, eta: 2 days, 14:53:47, time: 0.956, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1961, s0.acc: 93.5918, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2494, s1.loss_cls: 0.0920, s1.acc: 93.8522, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1232, s2.loss_cls: 0.0435, s2.acc: 93.9820, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0569, loss: 1.2206 +2025-07-02 05:57:40,249 - mmdet - INFO - Epoch [6][4000/7330] lr: 1.000e-04, eta: 2 days, 14:52:42, time: 0.980, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.2010, s0.acc: 93.2644, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2581, s1.loss_cls: 0.0931, s1.acc: 93.6178, s1.loss_bbox: 0.1169, s1.loss_mask: 0.1271, s2.loss_cls: 0.0446, s2.acc: 93.7131, s2.loss_bbox: 0.0451, s2.loss_mask: 0.0596, loss: 1.2820 +2025-07-02 05:58:27,843 - mmdet - INFO - Epoch [6][4050/7330] lr: 1.000e-04, eta: 2 days, 14:51:24, time: 0.951, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1859, s0.acc: 93.8020, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2475, s1.loss_cls: 0.0867, s1.acc: 94.0460, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1225, s2.loss_cls: 0.0415, s2.acc: 94.0683, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.2037 +2025-07-02 05:59:15,860 - mmdet - INFO - Epoch [6][4100/7330] lr: 1.000e-04, eta: 2 days, 14:50:11, time: 0.961, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1939, s0.acc: 93.6594, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2529, s1.loss_cls: 0.0899, s1.acc: 93.9777, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1230, s2.loss_cls: 0.0423, s2.acc: 94.1941, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0569, loss: 1.2217 +2025-07-02 06:00:05,607 - mmdet - INFO - Epoch [6][4150/7330] lr: 1.000e-04, eta: 2 days, 14:49:12, time: 0.995, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1823, s0.acc: 93.8699, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2457, s1.loss_cls: 0.0850, s1.acc: 94.0878, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1205, s2.loss_cls: 0.0408, s2.acc: 94.1597, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1834 +2025-07-02 06:01:09,344 - mmdet - INFO - Epoch [6][4200/7330] lr: 1.000e-04, eta: 2 days, 14:50:12, time: 1.275, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1798, s0.acc: 93.9958, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2460, s1.loss_cls: 0.0817, s1.acc: 94.3452, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1212, s2.loss_cls: 0.0395, s2.acc: 94.3933, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0567, loss: 1.1714 +2025-07-02 06:01:57,441 - mmdet - INFO - Epoch [6][4250/7330] lr: 1.000e-04, eta: 2 days, 14:49:00, time: 0.962, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0444, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1883, s0.acc: 93.6865, s0.loss_bbox: 0.2468, s0.loss_mask: 0.2516, s1.loss_cls: 0.0874, s1.acc: 93.9731, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1244, s2.loss_cls: 0.0421, s2.acc: 93.9790, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0583, loss: 1.2241 +2025-07-02 06:02:45,220 - mmdet - INFO - Epoch [6][4300/7330] lr: 1.000e-04, eta: 2 days, 14:47:44, time: 0.956, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1948, s0.acc: 93.5088, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2494, s1.loss_cls: 0.0902, s1.acc: 93.8067, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1209, s2.loss_cls: 0.0433, s2.acc: 93.8774, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0565, loss: 1.2243 +2025-07-02 06:03:32,961 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 06:03:32,961 - mmdet - INFO - Epoch [6][4350/7330] lr: 1.000e-04, eta: 2 days, 14:46:28, time: 0.955, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1905, s0.acc: 93.6633, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2527, s1.loss_cls: 0.0877, s1.acc: 93.9880, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1235, s2.loss_cls: 0.0421, s2.acc: 94.0274, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0581, loss: 1.2289 +2025-07-02 06:04:20,520 - mmdet - INFO - Epoch [6][4400/7330] lr: 1.000e-04, eta: 2 days, 14:45:11, time: 0.951, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1857, s0.acc: 93.8755, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2495, s1.loss_cls: 0.0858, s1.acc: 94.1986, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1231, s2.loss_cls: 0.0412, s2.acc: 94.1528, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0575, loss: 1.1920 +2025-07-02 06:05:08,631 - mmdet - INFO - Epoch [6][4450/7330] lr: 1.000e-04, eta: 2 days, 14:43:59, time: 0.962, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1981, s0.acc: 93.3584, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2608, s1.loss_cls: 0.0919, s1.acc: 93.6398, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1263, s2.loss_cls: 0.0438, s2.acc: 93.7854, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0590, loss: 1.2622 +2025-07-02 06:05:56,556 - mmdet - INFO - Epoch [6][4500/7330] lr: 1.000e-04, eta: 2 days, 14:42:45, time: 0.959, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1889, s0.acc: 93.7444, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2505, s1.loss_cls: 0.0870, s1.acc: 94.0564, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1219, s2.loss_cls: 0.0417, s2.acc: 94.2150, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0572, loss: 1.2085 +2025-07-02 06:06:43,644 - mmdet - INFO - Epoch [6][4550/7330] lr: 1.000e-04, eta: 2 days, 14:41:24, time: 0.941, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1801, s0.acc: 94.0427, s0.loss_bbox: 0.2308, s0.loss_mask: 0.2456, s1.loss_cls: 0.0829, s1.acc: 94.3795, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1206, s2.loss_cls: 0.0394, s2.acc: 94.4508, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0565, loss: 1.1630 +2025-07-02 06:07:50,872 - mmdet - INFO - Epoch [6][4600/7330] lr: 1.000e-04, eta: 2 days, 14:42:52, time: 1.345, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1917, s0.acc: 93.6555, s0.loss_bbox: 0.2433, s0.loss_mask: 0.2532, s1.loss_cls: 0.0891, s1.acc: 93.8746, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1234, s2.loss_cls: 0.0427, s2.acc: 93.8764, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0577, loss: 1.2154 +2025-07-02 06:08:41,575 - mmdet - INFO - Epoch [6][4650/7330] lr: 1.000e-04, eta: 2 days, 14:42:01, time: 1.014, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1897, s0.acc: 93.6714, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2481, s1.loss_cls: 0.0865, s1.acc: 93.9986, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1200, s2.loss_cls: 0.0416, s2.acc: 94.0355, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0557, loss: 1.2030 +2025-07-02 06:09:29,618 - mmdet - INFO - Epoch [6][4700/7330] lr: 1.000e-04, eta: 2 days, 14:40:48, time: 0.961, data_time: 0.030, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1838, s0.acc: 94.0376, s0.loss_bbox: 0.2346, s0.loss_mask: 0.2482, s1.loss_cls: 0.0839, s1.acc: 94.3070, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1218, s2.loss_cls: 0.0392, s2.acc: 94.4744, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0569, loss: 1.1773 +2025-07-02 06:10:17,637 - mmdet - INFO - Epoch [6][4750/7330] lr: 1.000e-04, eta: 2 days, 14:39:35, time: 0.960, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1898, s0.acc: 93.7080, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2488, s1.loss_cls: 0.0861, s1.acc: 94.0265, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1210, s2.loss_cls: 0.0412, s2.acc: 94.1450, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.2114 +2025-07-02 06:11:05,182 - mmdet - INFO - Epoch [6][4800/7330] lr: 1.000e-04, eta: 2 days, 14:38:18, time: 0.951, data_time: 0.026, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1876, s0.acc: 93.8035, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2458, s1.loss_cls: 0.0866, s1.acc: 94.0755, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1200, s2.loss_cls: 0.0416, s2.acc: 94.1955, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0565, loss: 1.1978 +2025-07-02 06:11:52,802 - mmdet - INFO - Epoch [6][4850/7330] lr: 1.000e-04, eta: 2 days, 14:37:02, time: 0.952, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1948, s0.acc: 93.5645, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2481, s1.loss_cls: 0.0912, s1.acc: 93.7247, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1216, s2.loss_cls: 0.0442, s2.acc: 93.7002, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0575, loss: 1.2181 +2025-07-02 06:12:41,242 - mmdet - INFO - Epoch [6][4900/7330] lr: 1.000e-04, eta: 2 days, 14:35:53, time: 0.969, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0441, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.2030, s0.acc: 93.3469, s0.loss_bbox: 0.2580, s0.loss_mask: 0.2471, s1.loss_cls: 0.0938, s1.acc: 93.6880, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1205, s2.loss_cls: 0.0447, s2.acc: 93.7313, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0560, loss: 1.2535 +2025-07-02 06:13:28,599 - mmdet - INFO - Epoch [6][4950/7330] lr: 1.000e-04, eta: 2 days, 14:34:35, time: 0.947, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1821, s0.acc: 93.9797, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2456, s1.loss_cls: 0.0823, s1.acc: 94.3685, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1212, s2.loss_cls: 0.0389, s2.acc: 94.4857, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0567, loss: 1.1777 +2025-07-02 06:14:31,222 - mmdet - INFO - Epoch [6][5000/7330] lr: 1.000e-04, eta: 2 days, 14:35:22, time: 1.252, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1828, s0.acc: 93.8999, s0.loss_bbox: 0.2383, s0.loss_mask: 0.2538, s1.loss_cls: 0.0842, s1.acc: 94.2740, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1241, s2.loss_cls: 0.0401, s2.acc: 94.4567, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0582, loss: 1.1975 +2025-07-02 06:15:25,893 - mmdet - INFO - Epoch [6][5050/7330] lr: 1.000e-04, eta: 2 days, 14:35:04, time: 1.093, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1834, s0.acc: 93.7935, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2501, s1.loss_cls: 0.0844, s1.acc: 94.1417, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1234, s2.loss_cls: 0.0404, s2.acc: 94.2419, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0582, loss: 1.2022 +2025-07-02 06:16:13,414 - mmdet - INFO - Epoch [6][5100/7330] lr: 1.000e-04, eta: 2 days, 14:33:48, time: 0.950, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1943, s0.acc: 93.5830, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2544, s1.loss_cls: 0.0903, s1.acc: 93.7837, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1241, s2.loss_cls: 0.0430, s2.acc: 93.8579, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0577, loss: 1.2305 +2025-07-02 06:17:01,446 - mmdet - INFO - Epoch [6][5150/7330] lr: 1.000e-04, eta: 2 days, 14:32:35, time: 0.961, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1914, s0.acc: 93.6157, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2560, s1.loss_cls: 0.0883, s1.acc: 93.9622, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1252, s2.loss_cls: 0.0418, s2.acc: 94.1236, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0586, loss: 1.2293 +2025-07-02 06:17:49,145 - mmdet - INFO - Epoch [6][5200/7330] lr: 1.000e-04, eta: 2 days, 14:31:20, time: 0.954, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0434, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1953, s0.acc: 93.5110, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2433, s1.loss_cls: 0.0903, s1.acc: 93.8746, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1196, s2.loss_cls: 0.0433, s2.acc: 93.9729, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0558, loss: 1.2145 +2025-07-02 06:18:36,796 - mmdet - INFO - Epoch [6][5250/7330] lr: 1.000e-04, eta: 2 days, 14:30:05, time: 0.953, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1853, s0.acc: 93.7954, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2490, s1.loss_cls: 0.0853, s1.acc: 94.0934, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1229, s2.loss_cls: 0.0410, s2.acc: 94.1310, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0571, loss: 1.1925 +2025-07-02 06:19:24,234 - mmdet - INFO - Epoch [6][5300/7330] lr: 1.000e-04, eta: 2 days, 14:28:47, time: 0.949, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0471, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.2006, s0.acc: 93.3647, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2482, s1.loss_cls: 0.0921, s1.acc: 93.6910, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1225, s2.loss_cls: 0.0438, s2.acc: 93.8870, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0575, loss: 1.2458 +2025-07-02 06:20:12,128 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 06:20:12,129 - mmdet - INFO - Epoch [6][5350/7330] lr: 1.000e-04, eta: 2 days, 14:27:34, time: 0.958, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1902, s0.acc: 93.6399, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2497, s1.loss_cls: 0.0865, s1.acc: 94.0154, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1227, s2.loss_cls: 0.0416, s2.acc: 94.0266, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0569, loss: 1.2164 +2025-07-02 06:21:02,081 - mmdet - INFO - Epoch [6][5400/7330] lr: 1.000e-04, eta: 2 days, 14:26:38, time: 0.999, data_time: 0.025, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1821, s0.acc: 93.9561, s0.loss_bbox: 0.2325, s0.loss_mask: 0.2499, s1.loss_cls: 0.0849, s1.acc: 94.1801, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1231, s2.loss_cls: 0.0406, s2.acc: 94.2056, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0578, loss: 1.1835 +2025-07-02 06:22:09,145 - mmdet - INFO - Epoch [6][5450/7330] lr: 1.000e-04, eta: 2 days, 14:28:00, time: 1.342, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1963, s0.acc: 93.4392, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2543, s1.loss_cls: 0.0920, s1.acc: 93.6516, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1251, s2.loss_cls: 0.0438, s2.acc: 93.7293, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0583, loss: 1.2518 +2025-07-02 06:22:56,460 - mmdet - INFO - Epoch [6][5500/7330] lr: 1.000e-04, eta: 2 days, 14:26:42, time: 0.946, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1828, s0.acc: 93.8057, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2431, s1.loss_cls: 0.0846, s1.acc: 94.1228, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1186, s2.loss_cls: 0.0406, s2.acc: 94.1787, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0550, loss: 1.1797 +2025-07-02 06:23:44,206 - mmdet - INFO - Epoch [6][5550/7330] lr: 1.000e-04, eta: 2 days, 14:25:27, time: 0.954, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1914, s0.acc: 93.6018, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2535, s1.loss_cls: 0.0892, s1.acc: 93.8559, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1235, s2.loss_cls: 0.0426, s2.acc: 93.9424, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0582, loss: 1.2241 +2025-07-02 06:24:31,758 - mmdet - INFO - Epoch [6][5600/7330] lr: 1.000e-04, eta: 2 days, 14:24:11, time: 0.952, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1830, s0.acc: 94.0212, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2511, s1.loss_cls: 0.0849, s1.acc: 94.3405, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1224, s2.loss_cls: 0.0402, s2.acc: 94.3888, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0572, loss: 1.1909 +2025-07-02 06:25:19,489 - mmdet - INFO - Epoch [6][5650/7330] lr: 1.000e-04, eta: 2 days, 14:22:57, time: 0.955, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1873, s0.acc: 93.8770, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2485, s1.loss_cls: 0.0873, s1.acc: 94.0836, s1.loss_bbox: 0.1091, s1.loss_mask: 0.1228, s2.loss_cls: 0.0418, s2.acc: 94.1367, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0575, loss: 1.2114 +2025-07-02 06:26:07,492 - mmdet - INFO - Epoch [6][5700/7330] lr: 1.000e-04, eta: 2 days, 14:21:45, time: 0.960, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1813, s0.acc: 94.0098, s0.loss_bbox: 0.2331, s0.loss_mask: 0.2436, s1.loss_cls: 0.0849, s1.acc: 94.2390, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1199, s2.loss_cls: 0.0401, s2.acc: 94.4303, s2.loss_bbox: 0.0395, s2.loss_mask: 0.0562, loss: 1.1704 +2025-07-02 06:26:55,432 - mmdet - INFO - Epoch [6][5750/7330] lr: 1.000e-04, eta: 2 days, 14:20:32, time: 0.959, data_time: 0.028, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1859, s0.acc: 93.8640, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2434, s1.loss_cls: 0.0844, s1.acc: 94.2233, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1191, s2.loss_cls: 0.0410, s2.acc: 94.2772, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0553, loss: 1.1809 +2025-07-02 06:27:42,563 - mmdet - INFO - Epoch [6][5800/7330] lr: 1.000e-04, eta: 2 days, 14:19:14, time: 0.943, data_time: 0.027, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1839, s0.acc: 93.9097, s0.loss_bbox: 0.2409, s0.loss_mask: 0.2506, s1.loss_cls: 0.0839, s1.acc: 94.2718, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1228, s2.loss_cls: 0.0399, s2.acc: 94.3827, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0575, loss: 1.1977 +2025-07-02 06:28:44,826 - mmdet - INFO - Epoch [6][5850/7330] lr: 1.000e-04, eta: 2 days, 14:19:55, time: 1.245, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1855, s0.acc: 93.9739, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2468, s1.loss_cls: 0.0851, s1.acc: 94.2807, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1212, s2.loss_cls: 0.0402, s2.acc: 94.4639, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0570, loss: 1.1805 +2025-07-02 06:29:35,109 - mmdet - INFO - Epoch [6][5900/7330] lr: 1.000e-04, eta: 2 days, 14:19:01, time: 1.006, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1825, s0.acc: 94.0105, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2438, s1.loss_cls: 0.0834, s1.acc: 94.3479, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1194, s2.loss_cls: 0.0397, s2.acc: 94.4487, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0558, loss: 1.1694 +2025-07-02 06:30:23,206 - mmdet - INFO - Epoch [6][5950/7330] lr: 1.000e-04, eta: 2 days, 14:17:50, time: 0.962, data_time: 0.036, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1920, s0.acc: 93.6638, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2555, s1.loss_cls: 0.0869, s1.acc: 94.0809, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1264, s2.loss_cls: 0.0418, s2.acc: 94.1398, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0591, loss: 1.2273 +2025-07-02 06:31:10,679 - mmdet - INFO - Epoch [6][6000/7330] lr: 1.000e-04, eta: 2 days, 14:16:34, time: 0.950, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1851, s0.acc: 93.7805, s0.loss_bbox: 0.2387, s0.loss_mask: 0.2434, s1.loss_cls: 0.0846, s1.acc: 94.1783, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1187, s2.loss_cls: 0.0404, s2.acc: 94.2889, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0557, loss: 1.1840 +2025-07-02 06:31:59,072 - mmdet - INFO - Epoch [6][6050/7330] lr: 1.000e-04, eta: 2 days, 14:15:25, time: 0.967, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1957, s0.acc: 93.4705, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2510, s1.loss_cls: 0.0883, s1.acc: 93.9128, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1226, s2.loss_cls: 0.0422, s2.acc: 94.0451, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0572, loss: 1.2396 +2025-07-02 06:32:47,030 - mmdet - INFO - Epoch [6][6100/7330] lr: 1.000e-04, eta: 2 days, 14:14:13, time: 0.960, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1893, s0.acc: 93.5950, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2559, s1.loss_cls: 0.0863, s1.acc: 93.9731, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1250, s2.loss_cls: 0.0416, s2.acc: 94.0766, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0582, loss: 1.2248 +2025-07-02 06:33:34,383 - mmdet - INFO - Epoch [6][6150/7330] lr: 1.000e-04, eta: 2 days, 14:12:57, time: 0.947, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1845, s0.acc: 93.7598, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2493, s1.loss_cls: 0.0847, s1.acc: 94.1569, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1221, s2.loss_cls: 0.0408, s2.acc: 94.2174, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0571, loss: 1.1955 +2025-07-02 06:34:22,033 - mmdet - INFO - Epoch [6][6200/7330] lr: 1.000e-04, eta: 2 days, 14:11:42, time: 0.952, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1789, s0.acc: 94.0813, s0.loss_bbox: 0.2314, s0.loss_mask: 0.2471, s1.loss_cls: 0.0820, s1.acc: 94.3761, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1223, s2.loss_cls: 0.0391, s2.acc: 94.4558, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0576, loss: 1.1663 +2025-07-02 06:35:24,698 - mmdet - INFO - Epoch [6][6250/7330] lr: 1.000e-04, eta: 2 days, 14:12:26, time: 1.254, data_time: 0.034, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1862, s0.acc: 93.7410, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2501, s1.loss_cls: 0.0853, s1.acc: 94.0872, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1239, s2.loss_cls: 0.0409, s2.acc: 94.1537, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0580, loss: 1.2071 +2025-07-02 06:36:17,104 - mmdet - INFO - Epoch [6][6300/7330] lr: 1.000e-04, eta: 2 days, 14:11:49, time: 1.047, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1892, s0.acc: 93.6367, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2547, s1.loss_cls: 0.0871, s1.acc: 94.0065, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1251, s2.loss_cls: 0.0417, s2.acc: 94.1471, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0587, loss: 1.2128 +2025-07-02 06:37:04,622 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 06:37:04,622 - mmdet - INFO - Epoch [6][6350/7330] lr: 1.000e-04, eta: 2 days, 14:10:33, time: 0.950, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1781, s0.acc: 93.9795, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2517, s1.loss_cls: 0.0830, s1.acc: 94.2484, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1244, s2.loss_cls: 0.0399, s2.acc: 94.4550, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0585, loss: 1.1772 +2025-07-02 06:37:52,081 - mmdet - INFO - Epoch [6][6400/7330] lr: 1.000e-04, eta: 2 days, 14:09:18, time: 0.950, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1895, s0.acc: 93.5295, s0.loss_bbox: 0.2527, s0.loss_mask: 0.2542, s1.loss_cls: 0.0880, s1.acc: 93.8335, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1243, s2.loss_cls: 0.0420, s2.acc: 93.9604, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0575, loss: 1.2323 +2025-07-02 06:38:39,978 - mmdet - INFO - Epoch [6][6450/7330] lr: 1.000e-04, eta: 2 days, 14:08:06, time: 0.958, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1844, s0.acc: 93.7095, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2468, s1.loss_cls: 0.0850, s1.acc: 94.0331, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1226, s2.loss_cls: 0.0413, s2.acc: 93.9793, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0572, loss: 1.2014 +2025-07-02 06:39:27,450 - mmdet - INFO - Epoch [6][6500/7330] lr: 1.000e-04, eta: 2 days, 14:06:50, time: 0.949, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1841, s0.acc: 93.8496, s0.loss_bbox: 0.2429, s0.loss_mask: 0.2491, s1.loss_cls: 0.0842, s1.acc: 94.2230, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1225, s2.loss_cls: 0.0404, s2.acc: 94.2733, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0571, loss: 1.2000 +2025-07-02 06:40:15,418 - mmdet - INFO - Epoch [6][6550/7330] lr: 1.000e-04, eta: 2 days, 14:05:39, time: 0.959, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1848, s0.acc: 93.8035, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2461, s1.loss_cls: 0.0845, s1.acc: 94.1251, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1204, s2.loss_cls: 0.0407, s2.acc: 94.1807, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0567, loss: 1.1913 +2025-07-02 06:41:03,218 - mmdet - INFO - Epoch [6][6600/7330] lr: 1.000e-04, eta: 2 days, 14:04:26, time: 0.956, data_time: 0.032, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1853, s0.acc: 93.7075, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2451, s1.loss_cls: 0.0858, s1.acc: 93.9742, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1191, s2.loss_cls: 0.0409, s2.acc: 94.1222, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0554, loss: 1.1951 +2025-07-02 06:41:59,061 - mmdet - INFO - Epoch [6][6650/7330] lr: 1.000e-04, eta: 2 days, 14:04:16, time: 1.117, data_time: 0.031, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1911, s0.acc: 93.6521, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2498, s1.loss_cls: 0.0874, s1.acc: 94.0047, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1229, s2.loss_cls: 0.0412, s2.acc: 94.0991, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0570, loss: 1.2145 +2025-07-02 06:43:00,576 - mmdet - INFO - Epoch [6][6700/7330] lr: 1.000e-04, eta: 2 days, 14:04:49, time: 1.230, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1930, s0.acc: 93.6409, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2501, s1.loss_cls: 0.0882, s1.acc: 93.9974, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1222, s2.loss_cls: 0.0421, s2.acc: 93.9917, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0568, loss: 1.2268 +2025-07-02 06:43:48,343 - mmdet - INFO - Epoch [6][6750/7330] lr: 1.000e-04, eta: 2 days, 14:03:36, time: 0.955, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1806, s0.acc: 93.9302, s0.loss_bbox: 0.2366, s0.loss_mask: 0.2454, s1.loss_cls: 0.0829, s1.acc: 94.3236, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1198, s2.loss_cls: 0.0397, s2.acc: 94.3270, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0560, loss: 1.1755 +2025-07-02 06:44:35,649 - mmdet - INFO - Epoch [6][6800/7330] lr: 1.000e-04, eta: 2 days, 14:02:19, time: 0.946, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1894, s0.acc: 93.7585, s0.loss_bbox: 0.2448, s0.loss_mask: 0.2556, s1.loss_cls: 0.0877, s1.acc: 94.0149, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1248, s2.loss_cls: 0.0416, s2.acc: 94.0959, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0579, loss: 1.2192 +2025-07-02 06:45:23,221 - mmdet - INFO - Epoch [6][6850/7330] lr: 1.000e-04, eta: 2 days, 14:01:05, time: 0.951, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1841, s0.acc: 93.7859, s0.loss_bbox: 0.2441, s0.loss_mask: 0.2401, s1.loss_cls: 0.0843, s1.acc: 94.1881, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1173, s2.loss_cls: 0.0403, s2.acc: 94.2563, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0552, loss: 1.1831 +2025-07-02 06:46:11,386 - mmdet - INFO - Epoch [6][6900/7330] lr: 1.000e-04, eta: 2 days, 13:59:55, time: 0.963, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1922, s0.acc: 93.5049, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2474, s1.loss_cls: 0.0887, s1.acc: 93.8487, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1221, s2.loss_cls: 0.0432, s2.acc: 93.8431, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0571, loss: 1.2271 +2025-07-02 06:46:59,274 - mmdet - INFO - Epoch [6][6950/7330] lr: 1.000e-04, eta: 2 days, 13:58:44, time: 0.958, data_time: 0.029, memory: 15033, balance_loss: 0.0011, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1815, s0.acc: 93.9038, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2448, s1.loss_cls: 0.0838, s1.acc: 94.1861, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1212, s2.loss_cls: 0.0401, s2.acc: 94.3704, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0572, loss: 1.1736 +2025-07-02 06:47:47,081 - mmdet - INFO - Epoch [6][7000/7330] lr: 1.000e-04, eta: 2 days, 13:57:32, time: 0.956, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1951, s0.acc: 93.6201, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2489, s1.loss_cls: 0.0907, s1.acc: 93.8359, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1218, s2.loss_cls: 0.0430, s2.acc: 94.0800, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0571, loss: 1.2145 +2025-07-02 06:48:35,212 - mmdet - INFO - Epoch [6][7050/7330] lr: 1.000e-04, eta: 2 days, 13:56:22, time: 0.963, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1912, s0.acc: 93.6687, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2496, s1.loss_cls: 0.0889, s1.acc: 93.8524, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1229, s2.loss_cls: 0.0429, s2.acc: 94.0598, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0577, loss: 1.2144 +2025-07-02 06:49:40,724 - mmdet - INFO - Epoch [6][7100/7330] lr: 1.000e-04, eta: 2 days, 13:57:23, time: 1.309, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1883, s0.acc: 93.7290, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2511, s1.loss_cls: 0.0880, s1.acc: 93.9640, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1225, s2.loss_cls: 0.0419, s2.acc: 94.0935, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0576, loss: 1.2062 +2025-07-02 06:50:31,518 - mmdet - INFO - Epoch [6][7150/7330] lr: 1.000e-04, eta: 2 days, 13:56:34, time: 1.017, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1977, s0.acc: 93.4038, s0.loss_bbox: 0.2601, s0.loss_mask: 0.2521, s1.loss_cls: 0.0915, s1.acc: 93.6681, s1.loss_bbox: 0.1148, s1.loss_mask: 0.1236, s2.loss_cls: 0.0435, s2.acc: 93.8552, s2.loss_bbox: 0.0444, s2.loss_mask: 0.0580, loss: 1.2565 +2025-07-02 06:51:19,495 - mmdet - INFO - Epoch [6][7200/7330] lr: 1.000e-04, eta: 2 days, 13:55:23, time: 0.959, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1916, s0.acc: 93.5481, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2521, s1.loss_cls: 0.0887, s1.acc: 93.9405, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1231, s2.loss_cls: 0.0422, s2.acc: 94.0332, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0574, loss: 1.2228 +2025-07-02 06:52:07,597 - mmdet - INFO - Epoch [6][7250/7330] lr: 1.000e-04, eta: 2 days, 13:54:13, time: 0.962, data_time: 0.040, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1902, s0.acc: 93.6125, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2485, s1.loss_cls: 0.0888, s1.acc: 93.9392, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1212, s2.loss_cls: 0.0427, s2.acc: 93.8819, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0569, loss: 1.2176 +2025-07-02 06:52:55,092 - mmdet - INFO - Epoch [6][7300/7330] lr: 1.000e-04, eta: 2 days, 13:52:59, time: 0.950, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1883, s0.acc: 93.7129, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2469, s1.loss_cls: 0.0859, s1.acc: 94.0016, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1216, s2.loss_cls: 0.0413, s2.acc: 94.1427, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0568, loss: 1.2017 +2025-07-02 06:53:32,179 - mmdet - INFO - Saving checkpoint at 6 epochs +2025-07-02 06:56:40,801 - mmdet - INFO - Evaluating bbox... +2025-07-02 06:57:14,463 - mmdet - INFO - Evaluating segm... +2025-07-02 06:57:47,628 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 06:57:47,628 - mmdet - INFO - Epoch(val) [6][7330] bbox_mAP: 0.4160, bbox_mAP_50: 0.5950, bbox_mAP_75: 0.4520, bbox_mAP_s: 0.2500, bbox_mAP_m: 0.4470, bbox_mAP_l: 0.5650, bbox_mAP_copypaste: 0.416 0.595 0.452 0.250 0.447 0.565, segm_mAP: 0.3620, segm_mAP_50: 0.5670, segm_mAP_75: 0.3870, segm_mAP_s: 0.2070, segm_mAP_m: 0.3910, segm_mAP_l: 0.5110, segm_mAP_copypaste: 0.362 0.567 0.387 0.207 0.391 0.511 +2025-07-02 06:59:58,644 - mmdet - INFO - Epoch [7][50/7330] lr: 1.000e-04, eta: 2 days, 13:57:52, time: 2.619, data_time: 1.607, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1942, s0.acc: 93.6062, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2402, s1.loss_cls: 0.0881, s1.acc: 94.0054, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1183, s2.loss_cls: 0.0418, s2.acc: 94.1254, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0556, loss: 1.2110 +2025-07-02 07:01:11,675 - mmdet - INFO - Epoch [7][100/7330] lr: 1.000e-04, eta: 2 days, 13:59:48, time: 1.461, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1864, s0.acc: 93.7961, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2522, s1.loss_cls: 0.0856, s1.acc: 94.0924, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1225, s2.loss_cls: 0.0408, s2.acc: 94.1707, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0568, loss: 1.2064 +2025-07-02 07:02:03,145 - mmdet - INFO - Epoch [7][150/7330] lr: 1.000e-04, eta: 2 days, 13:59:02, time: 1.029, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1927, s0.acc: 93.5474, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2483, s1.loss_cls: 0.0897, s1.acc: 93.7873, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1213, s2.loss_cls: 0.0426, s2.acc: 93.9530, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0565, loss: 1.2273 +2025-07-02 07:02:54,656 - mmdet - INFO - Epoch [7][200/7330] lr: 1.000e-04, eta: 2 days, 13:58:17, time: 1.030, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.2005, s0.acc: 93.1753, s0.loss_bbox: 0.2597, s0.loss_mask: 0.2592, s1.loss_cls: 0.0930, s1.acc: 93.4652, s1.loss_bbox: 0.1142, s1.loss_mask: 0.1264, s2.loss_cls: 0.0442, s2.acc: 93.7305, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0589, loss: 1.2727 +2025-07-02 07:03:45,080 - mmdet - INFO - Epoch [7][250/7330] lr: 1.000e-04, eta: 2 days, 13:57:23, time: 1.009, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1896, s0.acc: 93.7212, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2498, s1.loss_cls: 0.0861, s1.acc: 94.1302, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1223, s2.loss_cls: 0.0418, s2.acc: 94.1898, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0569, loss: 1.2067 +2025-07-02 07:04:36,012 - mmdet - INFO - Epoch [7][300/7330] lr: 1.000e-04, eta: 2 days, 13:56:34, time: 1.019, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1911, s0.acc: 93.7830, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2512, s1.loss_cls: 0.0870, s1.acc: 94.1702, s1.loss_bbox: 0.1116, s1.loss_mask: 0.1248, s2.loss_cls: 0.0412, s2.acc: 94.2982, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0588, loss: 1.2254 +2025-07-02 07:05:26,340 - mmdet - INFO - Epoch [7][350/7330] lr: 1.000e-04, eta: 2 days, 13:55:40, time: 1.007, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1877, s0.acc: 93.7246, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2460, s1.loss_cls: 0.0859, s1.acc: 94.0943, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1218, s2.loss_cls: 0.0409, s2.acc: 94.2168, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0564, loss: 1.2119 +2025-07-02 07:06:16,665 - mmdet - INFO - Epoch [7][400/7330] lr: 1.000e-04, eta: 2 days, 13:54:46, time: 1.006, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1882, s0.acc: 93.7205, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2489, s1.loss_cls: 0.0870, s1.acc: 94.0340, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1223, s2.loss_cls: 0.0411, s2.acc: 94.2590, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0572, loss: 1.2081 +2025-07-02 07:07:08,176 - mmdet - INFO - Epoch [7][450/7330] lr: 1.000e-04, eta: 2 days, 13:54:00, time: 1.030, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1725, s0.acc: 94.2307, s0.loss_bbox: 0.2297, s0.loss_mask: 0.2406, s1.loss_cls: 0.0792, s1.acc: 94.5631, s1.loss_bbox: 0.1024, s1.loss_mask: 0.1180, s2.loss_cls: 0.0378, s2.acc: 94.6980, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0558, loss: 1.1419 +2025-07-02 07:08:12,878 - mmdet - INFO - Epoch [7][500/7330] lr: 1.000e-04, eta: 2 days, 13:54:52, time: 1.294, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1900, s0.acc: 93.6682, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2477, s1.loss_cls: 0.0876, s1.acc: 94.0177, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1198, s2.loss_cls: 0.0414, s2.acc: 94.1838, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0561, loss: 1.2050 +2025-07-02 07:09:07,701 - mmdet - INFO - Epoch [7][550/7330] lr: 1.000e-04, eta: 2 days, 13:54:31, time: 1.096, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1805, s0.acc: 93.8848, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2469, s1.loss_cls: 0.0839, s1.acc: 94.1752, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1220, s2.loss_cls: 0.0407, s2.acc: 94.2148, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0570, loss: 1.1845 +2025-07-02 07:09:56,951 - mmdet - INFO - Epoch [7][600/7330] lr: 1.000e-04, eta: 2 days, 13:53:29, time: 0.985, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1934, s0.acc: 93.4883, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2517, s1.loss_cls: 0.0897, s1.acc: 93.8013, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1235, s2.loss_cls: 0.0425, s2.acc: 93.9351, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0581, loss: 1.2327 +2025-07-02 07:10:46,444 - mmdet - INFO - Epoch [7][650/7330] lr: 1.000e-04, eta: 2 days, 13:52:28, time: 0.990, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1872, s0.acc: 93.6978, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2525, s1.loss_cls: 0.0845, s1.acc: 94.1173, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1218, s2.loss_cls: 0.0403, s2.acc: 94.1738, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0565, loss: 1.2138 +2025-07-02 07:11:35,096 - mmdet - INFO - Epoch [7][700/7330] lr: 1.000e-04, eta: 2 days, 13:51:22, time: 0.973, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1776, s0.acc: 94.1094, s0.loss_bbox: 0.2382, s0.loss_mask: 0.2492, s1.loss_cls: 0.0815, s1.acc: 94.3881, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1230, s2.loss_cls: 0.0395, s2.acc: 94.4635, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0578, loss: 1.1852 +2025-07-02 07:12:24,212 - mmdet - INFO - Epoch [7][750/7330] lr: 1.000e-04, eta: 2 days, 13:50:19, time: 0.982, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1900, s0.acc: 93.6772, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2478, s1.loss_cls: 0.0878, s1.acc: 93.9764, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1215, s2.loss_cls: 0.0416, s2.acc: 94.0675, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0566, loss: 1.2119 +2025-07-02 07:13:13,555 - mmdet - INFO - Epoch [7][800/7330] lr: 1.000e-04, eta: 2 days, 13:49:17, time: 0.987, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0446, loss_rpn_bbox: 0.0309, s0.loss_cls: 0.1948, s0.acc: 93.4446, s0.loss_bbox: 0.2494, s0.loss_mask: 0.2563, s1.loss_cls: 0.0904, s1.acc: 93.7318, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1250, s2.loss_cls: 0.0433, s2.acc: 93.8873, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0581, loss: 1.2469 +2025-07-02 07:14:06,844 - mmdet - INFO - Epoch [7][850/7330] lr: 1.000e-04, eta: 2 days, 13:48:45, time: 1.066, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1907, s0.acc: 93.6616, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2499, s1.loss_cls: 0.0878, s1.acc: 93.9122, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1221, s2.loss_cls: 0.0419, s2.acc: 94.0900, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0573, loss: 1.2091 +2025-07-02 07:14:55,551 - mmdet - INFO - Epoch [7][900/7330] lr: 1.000e-04, eta: 2 days, 13:47:39, time: 0.974, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0352, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1732, s0.acc: 94.1809, s0.loss_bbox: 0.2309, s0.loss_mask: 0.2445, s1.loss_cls: 0.0790, s1.acc: 94.5388, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1198, s2.loss_cls: 0.0376, s2.acc: 94.6676, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0557, loss: 1.1458 +2025-07-02 07:16:02,568 - mmdet - INFO - Epoch [7][950/7330] lr: 1.000e-04, eta: 2 days, 13:48:45, time: 1.340, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1911, s0.acc: 93.5234, s0.loss_bbox: 0.2547, s0.loss_mask: 0.2512, s1.loss_cls: 0.0879, s1.acc: 93.8904, s1.loss_bbox: 0.1110, s1.loss_mask: 0.1211, s2.loss_cls: 0.0416, s2.acc: 94.0575, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.2272 +2025-07-02 07:16:51,721 - mmdet - INFO - Epoch [7][1000/7330] lr: 1.000e-04, eta: 2 days, 13:47:42, time: 0.983, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1868, s0.acc: 93.5710, s0.loss_bbox: 0.2543, s0.loss_mask: 0.2527, s1.loss_cls: 0.0867, s1.acc: 93.9322, s1.loss_bbox: 0.1131, s1.loss_mask: 0.1241, s2.loss_cls: 0.0415, s2.acc: 94.0561, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0582, loss: 1.2304 +2025-07-02 07:17:40,269 - mmdet - INFO - Epoch [7][1050/7330] lr: 1.000e-04, eta: 2 days, 13:46:35, time: 0.971, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1846, s0.acc: 93.7732, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2501, s1.loss_cls: 0.0842, s1.acc: 94.1087, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1228, s2.loss_cls: 0.0410, s2.acc: 94.1264, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0572, loss: 1.1980 +2025-07-02 07:18:28,951 - mmdet - INFO - Epoch [7][1100/7330] lr: 1.000e-04, eta: 2 days, 13:45:29, time: 0.974, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1788, s0.acc: 94.0132, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2449, s1.loss_cls: 0.0827, s1.acc: 94.2748, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1208, s2.loss_cls: 0.0400, s2.acc: 94.2897, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0566, loss: 1.1710 +2025-07-02 07:19:18,137 - mmdet - INFO - Epoch [7][1150/7330] lr: 1.000e-04, eta: 2 days, 13:44:27, time: 0.984, data_time: 0.039, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1877, s0.acc: 93.7273, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2485, s1.loss_cls: 0.0858, s1.acc: 94.0522, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1226, s2.loss_cls: 0.0413, s2.acc: 94.1876, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0578, loss: 1.2115 +2025-07-02 07:20:05,818 - mmdet - INFO - Epoch [7][1200/7330] lr: 1.000e-04, eta: 2 days, 13:43:14, time: 0.954, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1766, s0.acc: 94.1382, s0.loss_bbox: 0.2285, s0.loss_mask: 0.2434, s1.loss_cls: 0.0810, s1.acc: 94.5273, s1.loss_bbox: 0.1010, s1.loss_mask: 0.1194, s2.loss_cls: 0.0388, s2.acc: 94.5483, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0557, loss: 1.1496 +2025-07-02 07:20:57,403 - mmdet - INFO - Epoch [7][1250/7330] lr: 1.000e-04, eta: 2 days, 13:42:28, time: 1.032, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1832, s0.acc: 93.8438, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2474, s1.loss_cls: 0.0844, s1.acc: 94.1802, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1208, s2.loss_cls: 0.0404, s2.acc: 94.2595, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0566, loss: 1.1847 +2025-07-02 07:21:45,592 - mmdet - INFO - Epoch [7][1300/7330] lr: 1.000e-04, eta: 2 days, 13:41:19, time: 0.963, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1822, s0.acc: 93.8228, s0.loss_bbox: 0.2363, s0.loss_mask: 0.2504, s1.loss_cls: 0.0836, s1.acc: 94.1905, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1228, s2.loss_cls: 0.0400, s2.acc: 94.2693, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0573, loss: 1.1879 +2025-07-02 07:22:49,239 - mmdet - INFO - Epoch [7][1350/7330] lr: 1.000e-04, eta: 2 days, 13:42:00, time: 1.273, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1909, s0.acc: 93.6091, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2522, s1.loss_cls: 0.0878, s1.acc: 93.9282, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1233, s2.loss_cls: 0.0417, s2.acc: 94.0817, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0579, loss: 1.2200 +2025-07-02 07:23:37,772 - mmdet - INFO - Epoch [7][1400/7330] lr: 1.000e-04, eta: 2 days, 13:40:53, time: 0.971, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1814, s0.acc: 93.9756, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2452, s1.loss_cls: 0.0849, s1.acc: 94.2012, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1202, s2.loss_cls: 0.0406, s2.acc: 94.2295, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0565, loss: 1.1758 +2025-07-02 07:24:26,183 - mmdet - INFO - Epoch [7][1450/7330] lr: 1.000e-04, eta: 2 days, 13:39:45, time: 0.968, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1804, s0.acc: 93.9121, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2429, s1.loss_cls: 0.0835, s1.acc: 94.1920, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1191, s2.loss_cls: 0.0399, s2.acc: 94.3077, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0558, loss: 1.1739 +2025-07-02 07:25:14,686 - mmdet - INFO - Epoch [7][1500/7330] lr: 1.000e-04, eta: 2 days, 13:38:38, time: 0.970, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1874, s0.acc: 93.7166, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2503, s1.loss_cls: 0.0862, s1.acc: 94.0328, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1227, s2.loss_cls: 0.0410, s2.acc: 94.1667, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0568, loss: 1.2010 +2025-07-02 07:26:02,168 - mmdet - INFO - Epoch [7][1550/7330] lr: 1.000e-04, eta: 2 days, 13:37:23, time: 0.950, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1755, s0.acc: 94.1465, s0.loss_bbox: 0.2266, s0.loss_mask: 0.2475, s1.loss_cls: 0.0797, s1.acc: 94.4962, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1220, s2.loss_cls: 0.0379, s2.acc: 94.4900, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0573, loss: 1.1533 +2025-07-02 07:26:49,871 - mmdet - INFO - Epoch [7][1600/7330] lr: 1.000e-04, eta: 2 days, 13:36:11, time: 0.954, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1769, s0.acc: 94.0205, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2474, s1.loss_cls: 0.0804, s1.acc: 94.3718, s1.loss_bbox: 0.1035, s1.loss_mask: 0.1207, s2.loss_cls: 0.0390, s2.acc: 94.3869, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0563, loss: 1.1670 +2025-07-02 07:27:40,683 - mmdet - INFO - Epoch [7][1650/7330] lr: 1.000e-04, eta: 2 days, 13:35:20, time: 1.017, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0438, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1955, s0.acc: 93.4995, s0.loss_bbox: 0.2516, s0.loss_mask: 0.2500, s1.loss_cls: 0.0899, s1.acc: 93.8378, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1229, s2.loss_cls: 0.0424, s2.acc: 94.0325, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0572, loss: 1.2354 +2025-07-02 07:28:28,911 - mmdet - INFO - Epoch [7][1700/7330] lr: 1.000e-04, eta: 2 days, 13:34:11, time: 0.964, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1793, s0.acc: 93.9590, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2456, s1.loss_cls: 0.0814, s1.acc: 94.3621, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1207, s2.loss_cls: 0.0385, s2.acc: 94.5070, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0564, loss: 1.1786 +2025-07-02 07:29:31,195 - mmdet - INFO - Epoch [7][1750/7330] lr: 1.000e-04, eta: 2 days, 13:34:41, time: 1.246, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1825, s0.acc: 93.8342, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2460, s1.loss_cls: 0.0829, s1.acc: 94.2881, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1210, s2.loss_cls: 0.0394, s2.acc: 94.4124, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0562, loss: 1.1828 +2025-07-02 07:30:21,822 - mmdet - INFO - Epoch [7][1800/7330] lr: 1.000e-04, eta: 2 days, 13:33:49, time: 1.012, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1900, s0.acc: 93.6572, s0.loss_bbox: 0.2493, s0.loss_mask: 0.2466, s1.loss_cls: 0.0872, s1.acc: 94.0892, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1206, s2.loss_cls: 0.0417, s2.acc: 94.1310, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0565, loss: 1.2145 +2025-07-02 07:31:10,251 - mmdet - INFO - Epoch [7][1850/7330] lr: 1.000e-04, eta: 2 days, 13:32:41, time: 0.968, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1876, s0.acc: 93.6709, s0.loss_bbox: 0.2426, s0.loss_mask: 0.2507, s1.loss_cls: 0.0864, s1.acc: 93.9661, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1229, s2.loss_cls: 0.0414, s2.acc: 94.0654, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0575, loss: 1.2093 +2025-07-02 07:31:58,347 - mmdet - INFO - Epoch [7][1900/7330] lr: 1.000e-04, eta: 2 days, 13:31:32, time: 0.962, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1768, s0.acc: 94.0879, s0.loss_bbox: 0.2347, s0.loss_mask: 0.2469, s1.loss_cls: 0.0808, s1.acc: 94.4546, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1215, s2.loss_cls: 0.0387, s2.acc: 94.5275, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0569, loss: 1.1689 +2025-07-02 07:32:46,022 - mmdet - INFO - Epoch [7][1950/7330] lr: 1.000e-04, eta: 2 days, 13:30:19, time: 0.954, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1737, s0.acc: 94.1890, s0.loss_bbox: 0.2273, s0.loss_mask: 0.2466, s1.loss_cls: 0.0796, s1.acc: 94.5094, s1.loss_bbox: 0.1005, s1.loss_mask: 0.1199, s2.loss_cls: 0.0384, s2.acc: 94.5104, s2.loss_bbox: 0.0385, s2.loss_mask: 0.0561, loss: 1.1459 +2025-07-02 07:33:34,294 - mmdet - INFO - Epoch [7][2000/7330] lr: 1.000e-04, eta: 2 days, 13:29:11, time: 0.965, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1756, s0.acc: 94.1567, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2442, s1.loss_cls: 0.0803, s1.acc: 94.4342, s1.loss_bbox: 0.1023, s1.loss_mask: 0.1206, s2.loss_cls: 0.0387, s2.acc: 94.4645, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0568, loss: 1.1442 +2025-07-02 07:34:22,157 - mmdet - INFO - Epoch [7][2050/7330] lr: 1.000e-04, eta: 2 days, 13:28:00, time: 0.957, data_time: 0.038, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1778, s0.acc: 94.0920, s0.loss_bbox: 0.2317, s0.loss_mask: 0.2476, s1.loss_cls: 0.0814, s1.acc: 94.4451, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1205, s2.loss_cls: 0.0386, s2.acc: 94.5664, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0562, loss: 1.1679 +2025-07-02 07:35:12,750 - mmdet - INFO - Epoch [7][2100/7330] lr: 1.000e-04, eta: 2 days, 13:27:08, time: 1.012, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1867, s0.acc: 93.8054, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2468, s1.loss_cls: 0.0856, s1.acc: 94.0954, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1218, s2.loss_cls: 0.0408, s2.acc: 94.2524, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0569, loss: 1.1940 +2025-07-02 07:36:03,341 - mmdet - INFO - Epoch [7][2150/7330] lr: 1.000e-04, eta: 2 days, 13:26:15, time: 1.012, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1801, s0.acc: 93.9756, s0.loss_bbox: 0.2377, s0.loss_mask: 0.2509, s1.loss_cls: 0.0834, s1.acc: 94.2664, s1.loss_bbox: 0.1062, s1.loss_mask: 0.1227, s2.loss_cls: 0.0403, s2.acc: 94.2233, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0579, loss: 1.1913 +2025-07-02 07:37:06,264 - mmdet - INFO - Epoch [7][2200/7330] lr: 1.000e-04, eta: 2 days, 13:26:48, time: 1.258, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1902, s0.acc: 93.5408, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2490, s1.loss_cls: 0.0876, s1.acc: 93.9072, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1211, s2.loss_cls: 0.0415, s2.acc: 94.1218, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.2109 +2025-07-02 07:37:54,638 - mmdet - INFO - Epoch [7][2250/7330] lr: 1.000e-04, eta: 2 days, 13:25:41, time: 0.967, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1848, s0.acc: 93.8582, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2488, s1.loss_cls: 0.0848, s1.acc: 94.1533, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1228, s2.loss_cls: 0.0409, s2.acc: 94.2135, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0577, loss: 1.1963 +2025-07-02 07:38:42,865 - mmdet - INFO - Epoch [7][2300/7330] lr: 1.000e-04, eta: 2 days, 13:24:32, time: 0.965, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1897, s0.acc: 93.5535, s0.loss_bbox: 0.2507, s0.loss_mask: 0.2530, s1.loss_cls: 0.0876, s1.acc: 93.9124, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1241, s2.loss_cls: 0.0426, s2.acc: 93.8592, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0583, loss: 1.2346 +2025-07-02 07:39:30,752 - mmdet - INFO - Epoch [7][2350/7330] lr: 1.000e-04, eta: 2 days, 13:23:21, time: 0.958, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1893, s0.acc: 93.7129, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2534, s1.loss_cls: 0.0870, s1.acc: 94.0685, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1244, s2.loss_cls: 0.0408, s2.acc: 94.2736, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0582, loss: 1.2163 +2025-07-02 07:40:19,305 - mmdet - INFO - Epoch [7][2400/7330] lr: 1.000e-04, eta: 2 days, 13:22:15, time: 0.971, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0428, loss_rpn_bbox: 0.0301, s0.loss_cls: 0.1943, s0.acc: 93.3718, s0.loss_bbox: 0.2545, s0.loss_mask: 0.2556, s1.loss_cls: 0.0889, s1.acc: 93.7997, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1245, s2.loss_cls: 0.0429, s2.acc: 93.8380, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0584, loss: 1.2480 +2025-07-02 07:41:06,970 - mmdet - INFO - Epoch [7][2450/7330] lr: 1.000e-04, eta: 2 days, 13:21:03, time: 0.953, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1833, s0.acc: 93.8081, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2456, s1.loss_cls: 0.0839, s1.acc: 94.1814, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1210, s2.loss_cls: 0.0402, s2.acc: 94.3132, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0565, loss: 1.1876 +2025-07-02 07:41:57,713 - mmdet - INFO - Epoch [7][2500/7330] lr: 1.000e-04, eta: 2 days, 13:20:12, time: 1.015, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1843, s0.acc: 93.8264, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2443, s1.loss_cls: 0.0844, s1.acc: 94.1337, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1201, s2.loss_cls: 0.0404, s2.acc: 94.2437, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0564, loss: 1.1840 +2025-07-02 07:42:45,762 - mmdet - INFO - Epoch [7][2550/7330] lr: 1.000e-04, eta: 2 days, 13:19:03, time: 0.961, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0343, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1757, s0.acc: 93.9824, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2464, s1.loss_cls: 0.0817, s1.acc: 94.3017, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1218, s2.loss_cls: 0.0396, s2.acc: 94.2797, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0572, loss: 1.1684 +2025-07-02 07:43:51,197 - mmdet - INFO - Epoch [7][2600/7330] lr: 1.000e-04, eta: 2 days, 13:19:52, time: 1.309, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1927, s0.acc: 93.5242, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2548, s1.loss_cls: 0.0893, s1.acc: 93.7761, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1256, s2.loss_cls: 0.0429, s2.acc: 93.8405, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0588, loss: 1.2349 +2025-07-02 07:44:38,596 - mmdet - INFO - Epoch [7][2650/7330] lr: 1.000e-04, eta: 2 days, 13:18:37, time: 0.947, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1791, s0.acc: 93.9619, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2545, s1.loss_cls: 0.0830, s1.acc: 94.2794, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1235, s2.loss_cls: 0.0395, s2.acc: 94.4097, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0577, loss: 1.1809 +2025-07-02 07:45:26,436 - mmdet - INFO - Epoch [7][2700/7330] lr: 1.000e-04, eta: 2 days, 13:17:27, time: 0.957, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1828, s0.acc: 93.9622, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2512, s1.loss_cls: 0.0839, s1.acc: 94.2925, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1241, s2.loss_cls: 0.0399, s2.acc: 94.3413, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0583, loss: 1.1995 +2025-07-02 07:46:14,288 - mmdet - INFO - Epoch [7][2750/7330] lr: 1.000e-04, eta: 2 days, 13:16:16, time: 0.956, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1899, s0.acc: 93.5444, s0.loss_bbox: 0.2450, s0.loss_mask: 0.2513, s1.loss_cls: 0.0879, s1.acc: 93.7657, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1223, s2.loss_cls: 0.0421, s2.acc: 93.8816, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0573, loss: 1.2115 +2025-07-02 07:47:02,205 - mmdet - INFO - Epoch [7][2800/7330] lr: 1.000e-04, eta: 2 days, 13:15:06, time: 0.959, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1946, s0.acc: 93.4834, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2530, s1.loss_cls: 0.0890, s1.acc: 93.8451, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1244, s2.loss_cls: 0.0423, s2.acc: 94.1239, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0582, loss: 1.2330 +2025-07-02 07:47:49,846 - mmdet - INFO - Epoch [7][2850/7330] lr: 1.000e-04, eta: 2 days, 13:13:54, time: 0.953, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1798, s0.acc: 94.0474, s0.loss_bbox: 0.2290, s0.loss_mask: 0.2457, s1.loss_cls: 0.0826, s1.acc: 94.3762, s1.loss_bbox: 0.1018, s1.loss_mask: 0.1208, s2.loss_cls: 0.0395, s2.acc: 94.4930, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0566, loss: 1.1597 +2025-07-02 07:48:40,986 - mmdet - INFO - Epoch [7][2900/7330] lr: 1.000e-04, eta: 2 days, 13:13:05, time: 1.023, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0431, loss_rpn_bbox: 0.0302, s0.loss_cls: 0.1935, s0.acc: 93.5896, s0.loss_bbox: 0.2496, s0.loss_mask: 0.2510, s1.loss_cls: 0.0881, s1.acc: 94.0073, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1232, s2.loss_cls: 0.0417, s2.acc: 94.1473, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0575, loss: 1.2307 +2025-07-02 07:49:28,784 - mmdet - INFO - Epoch [7][2950/7330] lr: 1.000e-04, eta: 2 days, 13:11:55, time: 0.956, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1881, s0.acc: 93.7700, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2481, s1.loss_cls: 0.0869, s1.acc: 94.1135, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1216, s2.loss_cls: 0.0414, s2.acc: 94.2396, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0572, loss: 1.2058 +2025-07-02 07:50:33,701 - mmdet - INFO - Epoch [7][3000/7330] lr: 1.000e-04, eta: 2 days, 13:12:39, time: 1.298, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.1908, s0.acc: 93.6865, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2504, s1.loss_cls: 0.0882, s1.acc: 93.9443, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1219, s2.loss_cls: 0.0418, s2.acc: 94.0819, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0571, loss: 1.2208 +2025-07-02 07:51:25,726 - mmdet - INFO - Epoch [7][3050/7330] lr: 1.000e-04, eta: 2 days, 13:11:56, time: 1.041, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1824, s0.acc: 93.8345, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2514, s1.loss_cls: 0.0829, s1.acc: 94.2653, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1230, s2.loss_cls: 0.0396, s2.acc: 94.3673, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0573, loss: 1.1892 +2025-07-02 07:52:13,631 - mmdet - INFO - Epoch [7][3100/7330] lr: 1.000e-04, eta: 2 days, 13:10:46, time: 0.958, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1777, s0.acc: 94.2202, s0.loss_bbox: 0.2350, s0.loss_mask: 0.2499, s1.loss_cls: 0.0808, s1.acc: 94.5742, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1228, s2.loss_cls: 0.0395, s2.acc: 94.4323, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0574, loss: 1.1737 +2025-07-02 07:53:01,781 - mmdet - INFO - Epoch [7][3150/7330] lr: 1.000e-04, eta: 2 days, 13:09:38, time: 0.963, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0474, loss_rpn_bbox: 0.0303, s0.loss_cls: 0.1880, s0.acc: 93.7642, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2496, s1.loss_cls: 0.0871, s1.acc: 94.0850, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1221, s2.loss_cls: 0.0419, s2.acc: 94.1142, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0569, loss: 1.2220 +2025-07-02 07:53:50,136 - mmdet - INFO - Epoch [7][3200/7330] lr: 1.000e-04, eta: 2 days, 13:08:31, time: 0.967, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0436, loss_rpn_bbox: 0.0304, s0.loss_cls: 0.1844, s0.acc: 93.8625, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2472, s1.loss_cls: 0.0854, s1.acc: 94.1868, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1195, s2.loss_cls: 0.0408, s2.acc: 94.2558, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0556, loss: 1.2035 +2025-07-02 07:54:38,234 - mmdet - INFO - Epoch [7][3250/7330] lr: 1.000e-04, eta: 2 days, 13:07:22, time: 0.962, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1813, s0.acc: 93.9380, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2397, s1.loss_cls: 0.0830, s1.acc: 94.2598, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1184, s2.loss_cls: 0.0396, s2.acc: 94.4087, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0554, loss: 1.1679 +2025-07-02 07:55:26,411 - mmdet - INFO - Epoch [7][3300/7330] lr: 1.000e-04, eta: 2 days, 13:06:14, time: 0.964, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1829, s0.acc: 93.9023, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2457, s1.loss_cls: 0.0849, s1.acc: 94.1437, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1208, s2.loss_cls: 0.0404, s2.acc: 94.2737, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0564, loss: 1.1832 +2025-07-02 07:56:16,774 - mmdet - INFO - Epoch [7][3350/7330] lr: 1.000e-04, eta: 2 days, 13:05:20, time: 1.007, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1739, s0.acc: 94.1370, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2432, s1.loss_cls: 0.0822, s1.acc: 94.3159, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1211, s2.loss_cls: 0.0392, s2.acc: 94.4028, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0565, loss: 1.1584 +2025-07-02 07:57:06,478 - mmdet - INFO - Epoch [7][3400/7330] lr: 1.000e-04, eta: 2 days, 13:04:22, time: 0.994, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1846, s0.acc: 93.8181, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2486, s1.loss_cls: 0.0850, s1.acc: 94.1921, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1211, s2.loss_cls: 0.0406, s2.acc: 94.2215, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0567, loss: 1.1959 +2025-07-02 07:58:12,577 - mmdet - INFO - Epoch [7][3450/7330] lr: 1.000e-04, eta: 2 days, 13:05:13, time: 1.322, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1897, s0.acc: 93.5806, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2488, s1.loss_cls: 0.0869, s1.acc: 94.0115, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1224, s2.loss_cls: 0.0412, s2.acc: 94.1065, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0574, loss: 1.2084 +2025-07-02 07:59:00,165 - mmdet - INFO - Epoch [7][3500/7330] lr: 1.000e-04, eta: 2 days, 13:04:01, time: 0.951, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1827, s0.acc: 93.9324, s0.loss_bbox: 0.2330, s0.loss_mask: 0.2455, s1.loss_cls: 0.0840, s1.acc: 94.2601, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1202, s2.loss_cls: 0.0404, s2.acc: 94.3065, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0560, loss: 1.1704 +2025-07-02 07:59:48,524 - mmdet - INFO - Epoch [7][3550/7330] lr: 1.000e-04, eta: 2 days, 13:02:54, time: 0.967, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1863, s0.acc: 93.7903, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2473, s1.loss_cls: 0.0842, s1.acc: 94.1936, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1210, s2.loss_cls: 0.0404, s2.acc: 94.3847, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0565, loss: 1.1893 +2025-07-02 08:00:36,655 - mmdet - INFO - Epoch [7][3600/7330] lr: 1.000e-04, eta: 2 days, 13:01:46, time: 0.963, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1915, s0.acc: 93.6675, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2459, s1.loss_cls: 0.0873, s1.acc: 94.0360, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1196, s2.loss_cls: 0.0420, s2.acc: 94.0426, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0560, loss: 1.2028 +2025-07-02 08:01:24,108 - mmdet - INFO - Epoch [7][3650/7330] lr: 1.000e-04, eta: 2 days, 13:00:33, time: 0.949, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1874, s0.acc: 93.8108, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2544, s1.loss_cls: 0.0880, s1.acc: 94.0250, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1242, s2.loss_cls: 0.0421, s2.acc: 94.0846, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0582, loss: 1.2056 +2025-07-02 08:02:12,094 - mmdet - INFO - Epoch [7][3700/7330] lr: 1.000e-04, eta: 2 days, 12:59:24, time: 0.960, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1797, s0.acc: 94.0273, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2436, s1.loss_cls: 0.0824, s1.acc: 94.3585, s1.loss_bbox: 0.1033, s1.loss_mask: 0.1196, s2.loss_cls: 0.0388, s2.acc: 94.5429, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0563, loss: 1.1623 +2025-07-02 08:03:02,607 - mmdet - INFO - Epoch [7][3750/7330] lr: 1.000e-04, eta: 2 days, 12:58:31, time: 1.010, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1859, s0.acc: 93.8071, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2501, s1.loss_cls: 0.0856, s1.acc: 94.0702, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1227, s2.loss_cls: 0.0415, s2.acc: 94.0349, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0572, loss: 1.2023 +2025-07-02 08:03:50,427 - mmdet - INFO - Epoch [7][3800/7330] lr: 1.000e-04, eta: 2 days, 12:57:21, time: 0.956, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1957, s0.acc: 93.4746, s0.loss_bbox: 0.2505, s0.loss_mask: 0.2504, s1.loss_cls: 0.0913, s1.acc: 93.7276, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1224, s2.loss_cls: 0.0431, s2.acc: 93.7897, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0574, loss: 1.2353 +2025-07-02 08:04:58,151 - mmdet - INFO - Epoch [7][3850/7330] lr: 1.000e-04, eta: 2 days, 12:58:21, time: 1.354, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1840, s0.acc: 93.8958, s0.loss_bbox: 0.2337, s0.loss_mask: 0.2484, s1.loss_cls: 0.0850, s1.acc: 94.1963, s1.loss_bbox: 0.1031, s1.loss_mask: 0.1216, s2.loss_cls: 0.0405, s2.acc: 94.2771, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0565, loss: 1.1765 +2025-07-02 08:05:46,293 - mmdet - INFO - Epoch [7][3900/7330] lr: 1.000e-04, eta: 2 days, 12:57:13, time: 0.962, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0254, s0.loss_cls: 0.1883, s0.acc: 93.6045, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2490, s1.loss_cls: 0.0883, s1.acc: 93.8396, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1216, s2.loss_cls: 0.0421, s2.acc: 93.9072, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0568, loss: 1.2147 +2025-07-02 08:06:34,028 - mmdet - INFO - Epoch [7][3950/7330] lr: 1.000e-04, eta: 2 days, 12:56:02, time: 0.955, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1890, s0.acc: 93.7234, s0.loss_bbox: 0.2452, s0.loss_mask: 0.2499, s1.loss_cls: 0.0859, s1.acc: 94.0546, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1225, s2.loss_cls: 0.0412, s2.acc: 94.1324, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0572, loss: 1.2073 +2025-07-02 08:07:22,194 - mmdet - INFO - Epoch [7][4000/7330] lr: 1.000e-04, eta: 2 days, 12:54:54, time: 0.963, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1855, s0.acc: 93.8413, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2496, s1.loss_cls: 0.0854, s1.acc: 94.0955, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1232, s2.loss_cls: 0.0411, s2.acc: 94.1846, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0573, loss: 1.1891 +2025-07-02 08:08:10,152 - mmdet - INFO - Epoch [7][4050/7330] lr: 1.000e-04, eta: 2 days, 12:53:45, time: 0.959, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1922, s0.acc: 93.5271, s0.loss_bbox: 0.2483, s0.loss_mask: 0.2480, s1.loss_cls: 0.0899, s1.acc: 93.7965, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1207, s2.loss_cls: 0.0427, s2.acc: 93.9005, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0563, loss: 1.2170 +2025-07-02 08:08:58,241 - mmdet - INFO - Epoch [7][4100/7330] lr: 1.000e-04, eta: 2 days, 12:52:37, time: 0.962, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0384, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1848, s0.acc: 93.9373, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2487, s1.loss_cls: 0.0840, s1.acc: 94.3010, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1221, s2.loss_cls: 0.0400, s2.acc: 94.4007, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0571, loss: 1.1885 +2025-07-02 08:09:48,199 - mmdet - INFO - Epoch [7][4150/7330] lr: 1.000e-04, eta: 2 days, 12:51:41, time: 0.999, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1872, s0.acc: 93.7812, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2517, s1.loss_cls: 0.0872, s1.acc: 94.0891, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1235, s2.loss_cls: 0.0414, s2.acc: 94.1378, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0578, loss: 1.2043 +2025-07-02 08:10:36,043 - mmdet - INFO - Epoch [7][4200/7330] lr: 1.000e-04, eta: 2 days, 12:50:31, time: 0.957, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1821, s0.acc: 93.9121, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2493, s1.loss_cls: 0.0833, s1.acc: 94.2133, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1227, s2.loss_cls: 0.0407, s2.acc: 94.2010, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0574, loss: 1.1985 +2025-07-02 08:11:37,791 - mmdet - INFO - Epoch [7][4250/7330] lr: 1.000e-04, eta: 2 days, 12:50:51, time: 1.235, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1853, s0.acc: 93.9976, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2476, s1.loss_cls: 0.0856, s1.acc: 94.2186, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1229, s2.loss_cls: 0.0404, s2.acc: 94.4212, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0574, loss: 1.1985 +2025-07-02 08:12:28,185 - mmdet - INFO - Epoch [7][4300/7330] lr: 1.000e-04, eta: 2 days, 12:49:58, time: 1.008, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1881, s0.acc: 93.8091, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2428, s1.loss_cls: 0.0853, s1.acc: 94.1839, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1190, s2.loss_cls: 0.0409, s2.acc: 94.3128, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0557, loss: 1.1890 +2025-07-02 08:13:15,490 - mmdet - INFO - Epoch [7][4350/7330] lr: 1.000e-04, eta: 2 days, 12:48:45, time: 0.946, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1762, s0.acc: 94.0635, s0.loss_bbox: 0.2315, s0.loss_mask: 0.2401, s1.loss_cls: 0.0820, s1.acc: 94.2718, s1.loss_bbox: 0.1042, s1.loss_mask: 0.1177, s2.loss_cls: 0.0394, s2.acc: 94.3162, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0550, loss: 1.1519 +2025-07-02 08:14:03,972 - mmdet - INFO - Epoch [7][4400/7330] lr: 1.000e-04, eta: 2 days, 12:47:39, time: 0.970, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1914, s0.acc: 93.5820, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2469, s1.loss_cls: 0.0897, s1.acc: 93.8660, s1.loss_bbox: 0.1137, s1.loss_mask: 0.1220, s2.loss_cls: 0.0426, s2.acc: 94.0080, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0570, loss: 1.2321 +2025-07-02 08:14:52,276 - mmdet - INFO - Epoch [7][4450/7330] lr: 1.000e-04, eta: 2 days, 12:46:33, time: 0.966, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1796, s0.acc: 93.9502, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2452, s1.loss_cls: 0.0825, s1.acc: 94.2601, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1207, s2.loss_cls: 0.0395, s2.acc: 94.3195, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0568, loss: 1.1844 +2025-07-02 08:15:39,966 - mmdet - INFO - Epoch [7][4500/7330] lr: 1.000e-04, eta: 2 days, 12:45:22, time: 0.953, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1995, s0.acc: 93.3564, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2529, s1.loss_cls: 0.0922, s1.acc: 93.6978, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1236, s2.loss_cls: 0.0434, s2.acc: 93.9071, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0579, loss: 1.2492 +2025-07-02 08:16:27,912 - mmdet - INFO - Epoch [7][4550/7330] lr: 1.000e-04, eta: 2 days, 12:44:14, time: 0.960, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1777, s0.acc: 94.0630, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2414, s1.loss_cls: 0.0815, s1.acc: 94.3422, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1184, s2.loss_cls: 0.0388, s2.acc: 94.4409, s2.loss_bbox: 0.0397, s2.loss_mask: 0.0553, loss: 1.1550 +2025-07-02 08:17:18,254 - mmdet - INFO - Epoch [7][4600/7330] lr: 1.000e-04, eta: 2 days, 12:43:20, time: 1.007, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1827, s0.acc: 93.8022, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2438, s1.loss_cls: 0.0841, s1.acc: 94.1051, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1207, s2.loss_cls: 0.0402, s2.acc: 94.1651, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0567, loss: 1.1805 +2025-07-02 08:18:13,449 - mmdet - INFO - Epoch [7][4650/7330] lr: 1.000e-04, eta: 2 days, 12:42:57, time: 1.104, data_time: 0.038, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1926, s0.acc: 93.6748, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2544, s1.loss_cls: 0.0880, s1.acc: 94.0932, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1246, s2.loss_cls: 0.0419, s2.acc: 94.0937, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0582, loss: 1.2206 +2025-07-02 08:19:12,298 - mmdet - INFO - Epoch [7][4700/7330] lr: 1.000e-04, eta: 2 days, 12:42:58, time: 1.177, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1902, s0.acc: 93.6562, s0.loss_bbox: 0.2474, s0.loss_mask: 0.2503, s1.loss_cls: 0.0865, s1.acc: 94.0512, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1229, s2.loss_cls: 0.0408, s2.acc: 94.2424, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0570, loss: 1.2137 +2025-07-02 08:20:00,173 - mmdet - INFO - Epoch [7][4750/7330] lr: 1.000e-04, eta: 2 days, 12:41:49, time: 0.957, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1909, s0.acc: 93.6462, s0.loss_bbox: 0.2492, s0.loss_mask: 0.2493, s1.loss_cls: 0.0875, s1.acc: 93.9390, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1231, s2.loss_cls: 0.0413, s2.acc: 94.0689, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0576, loss: 1.2197 +2025-07-02 08:20:47,711 - mmdet - INFO - Epoch [7][4800/7330] lr: 1.000e-04, eta: 2 days, 12:40:37, time: 0.951, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1766, s0.acc: 94.1990, s0.loss_bbox: 0.2336, s0.loss_mask: 0.2464, s1.loss_cls: 0.0806, s1.acc: 94.4617, s1.loss_bbox: 0.1025, s1.loss_mask: 0.1210, s2.loss_cls: 0.0384, s2.acc: 94.6325, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0566, loss: 1.1628 +2025-07-02 08:21:34,732 - mmdet - INFO - Epoch [7][4850/7330] lr: 1.000e-04, eta: 2 days, 12:39:23, time: 0.940, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1740, s0.acc: 94.2498, s0.loss_bbox: 0.2282, s0.loss_mask: 0.2458, s1.loss_cls: 0.0799, s1.acc: 94.6166, s1.loss_bbox: 0.1013, s1.loss_mask: 0.1207, s2.loss_cls: 0.0376, s2.acc: 94.7412, s2.loss_bbox: 0.0391, s2.loss_mask: 0.0565, loss: 1.1493 +2025-07-02 08:22:22,374 - mmdet - INFO - Epoch [7][4900/7330] lr: 1.000e-04, eta: 2 days, 12:38:12, time: 0.953, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1889, s0.acc: 93.8213, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2479, s1.loss_cls: 0.0869, s1.acc: 94.1686, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1212, s2.loss_cls: 0.0407, s2.acc: 94.3047, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0563, loss: 1.2058 +2025-07-02 08:23:10,941 - mmdet - INFO - Epoch [7][4950/7330] lr: 1.000e-04, eta: 2 days, 12:37:08, time: 0.971, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1920, s0.acc: 93.6050, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2439, s1.loss_cls: 0.0883, s1.acc: 93.9403, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1200, s2.loss_cls: 0.0424, s2.acc: 93.9836, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0560, loss: 1.2127 +2025-07-02 08:24:01,195 - mmdet - INFO - Epoch [7][5000/7330] lr: 1.000e-04, eta: 2 days, 12:36:14, time: 1.005, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1827, s0.acc: 93.7939, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2501, s1.loss_cls: 0.0832, s1.acc: 94.1368, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1210, s2.loss_cls: 0.0401, s2.acc: 94.2238, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0562, loss: 1.1936 +2025-07-02 08:24:49,297 - mmdet - INFO - Epoch [7][5050/7330] lr: 1.000e-04, eta: 2 days, 12:35:06, time: 0.962, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1804, s0.acc: 93.8442, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2464, s1.loss_cls: 0.0834, s1.acc: 94.0883, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1207, s2.loss_cls: 0.0396, s2.acc: 94.2553, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0564, loss: 1.1775 +2025-07-02 08:25:55,300 - mmdet - INFO - Epoch [7][5100/7330] lr: 1.000e-04, eta: 2 days, 12:35:51, time: 1.321, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1876, s0.acc: 93.7266, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2543, s1.loss_cls: 0.0866, s1.acc: 94.0202, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1252, s2.loss_cls: 0.0412, s2.acc: 94.1793, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0580, loss: 1.2145 +2025-07-02 08:26:43,742 - mmdet - INFO - Epoch [7][5150/7330] lr: 1.000e-04, eta: 2 days, 12:34:46, time: 0.969, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1827, s0.acc: 93.8655, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2453, s1.loss_cls: 0.0832, s1.acc: 94.3351, s1.loss_bbox: 0.1076, s1.loss_mask: 0.1204, s2.loss_cls: 0.0399, s2.acc: 94.4231, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0563, loss: 1.1829 +2025-07-02 08:27:31,606 - mmdet - INFO - Epoch [7][5200/7330] lr: 1.000e-04, eta: 2 days, 12:33:37, time: 0.957, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1824, s0.acc: 93.7505, s0.loss_bbox: 0.2439, s0.loss_mask: 0.2447, s1.loss_cls: 0.0842, s1.acc: 94.1211, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1191, s2.loss_cls: 0.0409, s2.acc: 94.1222, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0561, loss: 1.1918 +2025-07-02 08:28:19,310 - mmdet - INFO - Epoch [7][5250/7330] lr: 1.000e-04, eta: 2 days, 12:32:27, time: 0.954, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1733, s0.acc: 94.0928, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2448, s1.loss_cls: 0.0804, s1.acc: 94.3744, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1193, s2.loss_cls: 0.0383, s2.acc: 94.5028, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0557, loss: 1.1523 +2025-07-02 08:29:07,158 - mmdet - INFO - Epoch [7][5300/7330] lr: 1.000e-04, eta: 2 days, 12:31:18, time: 0.957, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1779, s0.acc: 94.0662, s0.loss_bbox: 0.2326, s0.loss_mask: 0.2449, s1.loss_cls: 0.0820, s1.acc: 94.3187, s1.loss_bbox: 0.1030, s1.loss_mask: 0.1197, s2.loss_cls: 0.0394, s2.acc: 94.3775, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0566, loss: 1.1614 +2025-07-02 08:29:55,114 - mmdet - INFO - Epoch [7][5350/7330] lr: 1.000e-04, eta: 2 days, 12:30:10, time: 0.959, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1893, s0.acc: 93.7407, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2569, s1.loss_cls: 0.0874, s1.acc: 93.9813, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1252, s2.loss_cls: 0.0418, s2.acc: 94.0408, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0583, loss: 1.2207 +2025-07-02 08:30:45,324 - mmdet - INFO - Epoch [7][5400/7330] lr: 1.000e-04, eta: 2 days, 12:29:16, time: 1.004, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1883, s0.acc: 93.7656, s0.loss_bbox: 0.2454, s0.loss_mask: 0.2514, s1.loss_cls: 0.0865, s1.acc: 94.0980, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1236, s2.loss_cls: 0.0415, s2.acc: 94.0866, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0582, loss: 1.2199 +2025-07-02 08:31:33,584 - mmdet - INFO - Epoch [7][5450/7330] lr: 1.000e-04, eta: 2 days, 12:28:09, time: 0.965, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1852, s0.acc: 93.8320, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2450, s1.loss_cls: 0.0848, s1.acc: 94.1210, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1208, s2.loss_cls: 0.0403, s2.acc: 94.2033, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0567, loss: 1.1983 +2025-07-02 08:32:34,039 - mmdet - INFO - Epoch [7][5500/7330] lr: 1.000e-04, eta: 2 days, 12:28:18, time: 1.209, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1860, s0.acc: 93.7097, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2487, s1.loss_cls: 0.0852, s1.acc: 93.9538, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1223, s2.loss_cls: 0.0410, s2.acc: 94.1601, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0574, loss: 1.2089 +2025-07-02 08:33:24,113 - mmdet - INFO - Epoch [7][5550/7330] lr: 1.000e-04, eta: 2 days, 12:27:23, time: 1.001, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1859, s0.acc: 93.7351, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2511, s1.loss_cls: 0.0848, s1.acc: 94.1197, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1240, s2.loss_cls: 0.0406, s2.acc: 94.2039, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0580, loss: 1.2089 +2025-07-02 08:34:11,625 - mmdet - INFO - Epoch [7][5600/7330] lr: 1.000e-04, eta: 2 days, 12:26:13, time: 0.950, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1875, s0.acc: 93.6824, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2504, s1.loss_cls: 0.0868, s1.acc: 93.9973, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1225, s2.loss_cls: 0.0415, s2.acc: 94.1459, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0570, loss: 1.2046 +2025-07-02 08:34:59,330 - mmdet - INFO - Epoch [7][5650/7330] lr: 1.000e-04, eta: 2 days, 12:25:03, time: 0.954, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1867, s0.acc: 93.7263, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2481, s1.loss_cls: 0.0870, s1.acc: 93.9636, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1219, s2.loss_cls: 0.0416, s2.acc: 94.0425, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0572, loss: 1.2000 +2025-07-02 08:35:47,490 - mmdet - INFO - Epoch [7][5700/7330] lr: 1.000e-04, eta: 2 days, 12:23:56, time: 0.963, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1894, s0.acc: 93.6567, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2480, s1.loss_cls: 0.0868, s1.acc: 94.0379, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1226, s2.loss_cls: 0.0414, s2.acc: 94.1627, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0570, loss: 1.2058 +2025-07-02 08:36:35,450 - mmdet - INFO - Epoch [7][5750/7330] lr: 1.000e-04, eta: 2 days, 12:22:49, time: 0.959, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0386, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1880, s0.acc: 93.7651, s0.loss_bbox: 0.2437, s0.loss_mask: 0.2402, s1.loss_cls: 0.0861, s1.acc: 94.0807, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1185, s2.loss_cls: 0.0413, s2.acc: 94.1964, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0549, loss: 1.1912 +2025-07-02 08:37:26,280 - mmdet - INFO - Epoch [7][5800/7330] lr: 1.000e-04, eta: 2 days, 12:21:58, time: 1.017, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1829, s0.acc: 93.8330, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2440, s1.loss_cls: 0.0846, s1.acc: 94.0895, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1190, s2.loss_cls: 0.0407, s2.acc: 94.2369, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0555, loss: 1.1836 +2025-07-02 08:38:14,494 - mmdet - INFO - Epoch [7][5850/7330] lr: 1.000e-04, eta: 2 days, 12:20:52, time: 0.964, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1865, s0.acc: 93.6819, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2503, s1.loss_cls: 0.0850, s1.acc: 94.0004, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1225, s2.loss_cls: 0.0409, s2.acc: 94.0445, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0574, loss: 1.2047 +2025-07-02 08:39:12,507 - mmdet - INFO - Epoch [7][5900/7330] lr: 1.000e-04, eta: 2 days, 12:20:46, time: 1.160, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1901, s0.acc: 93.7065, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2488, s1.loss_cls: 0.0886, s1.acc: 94.0424, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1217, s2.loss_cls: 0.0423, s2.acc: 94.1725, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0570, loss: 1.2209 +2025-07-02 08:40:08,587 - mmdet - INFO - Epoch [7][5950/7330] lr: 1.000e-04, eta: 2 days, 12:20:27, time: 1.121, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1940, s0.acc: 93.6826, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2502, s1.loss_cls: 0.0905, s1.acc: 93.8792, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1236, s2.loss_cls: 0.0431, s2.acc: 93.9878, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0578, loss: 1.2283 +2025-07-02 08:40:55,828 - mmdet - INFO - Epoch [7][6000/7330] lr: 1.000e-04, eta: 2 days, 12:19:15, time: 0.944, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1833, s0.acc: 93.9248, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2447, s1.loss_cls: 0.0853, s1.acc: 94.2362, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1202, s2.loss_cls: 0.0404, s2.acc: 94.3062, s2.loss_bbox: 0.0394, s2.loss_mask: 0.0554, loss: 1.1730 +2025-07-02 08:41:43,443 - mmdet - INFO - Epoch [7][6050/7330] lr: 1.000e-04, eta: 2 days, 12:18:05, time: 0.953, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0305, s0.loss_cls: 0.1889, s0.acc: 93.7104, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2524, s1.loss_cls: 0.0869, s1.acc: 93.9798, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1242, s2.loss_cls: 0.0415, s2.acc: 94.0801, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0579, loss: 1.2252 +2025-07-02 08:42:31,154 - mmdet - INFO - Epoch [7][6100/7330] lr: 1.000e-04, eta: 2 days, 12:16:56, time: 0.954, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1828, s0.acc: 93.8560, s0.loss_bbox: 0.2408, s0.loss_mask: 0.2537, s1.loss_cls: 0.0841, s1.acc: 94.2288, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1243, s2.loss_cls: 0.0403, s2.acc: 94.3325, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0582, loss: 1.2003 +2025-07-02 08:43:19,525 - mmdet - INFO - Epoch [7][6150/7330] lr: 1.000e-04, eta: 2 days, 12:15:51, time: 0.967, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0432, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1916, s0.acc: 93.5864, s0.loss_bbox: 0.2517, s0.loss_mask: 0.2489, s1.loss_cls: 0.0886, s1.acc: 93.8169, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1219, s2.loss_cls: 0.0418, s2.acc: 94.0018, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0568, loss: 1.2280 +2025-07-02 08:44:07,912 - mmdet - INFO - Epoch [7][6200/7330] lr: 1.000e-04, eta: 2 days, 12:14:46, time: 0.968, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1881, s0.acc: 93.7397, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2442, s1.loss_cls: 0.0862, s1.acc: 94.0600, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1202, s2.loss_cls: 0.0418, s2.acc: 94.1448, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0565, loss: 1.1961 +2025-07-02 08:44:58,686 - mmdet - INFO - Epoch [7][6250/7330] lr: 1.000e-04, eta: 2 days, 12:13:55, time: 1.015, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1874, s0.acc: 93.6511, s0.loss_bbox: 0.2487, s0.loss_mask: 0.2571, s1.loss_cls: 0.0869, s1.acc: 93.9312, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1241, s2.loss_cls: 0.0415, s2.acc: 94.1299, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0580, loss: 1.2265 +2025-07-02 08:45:49,292 - mmdet - INFO - Epoch [7][6300/7330] lr: 1.000e-04, eta: 2 days, 12:13:04, time: 1.012, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1777, s0.acc: 94.0093, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2397, s1.loss_cls: 0.0819, s1.acc: 94.2715, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1194, s2.loss_cls: 0.0398, s2.acc: 94.2476, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0561, loss: 1.1627 +2025-07-02 08:46:52,164 - mmdet - INFO - Epoch [7][6350/7330] lr: 1.000e-04, eta: 2 days, 12:13:26, time: 1.258, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0440, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1965, s0.acc: 93.4612, s0.loss_bbox: 0.2539, s0.loss_mask: 0.2543, s1.loss_cls: 0.0905, s1.acc: 93.7652, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1234, s2.loss_cls: 0.0424, s2.acc: 94.0242, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0576, loss: 1.2465 +2025-07-02 08:47:40,343 - mmdet - INFO - Epoch [7][6400/7330] lr: 1.000e-04, eta: 2 days, 12:12:19, time: 0.964, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1888, s0.acc: 93.6580, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2455, s1.loss_cls: 0.0865, s1.acc: 94.0320, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1208, s2.loss_cls: 0.0415, s2.acc: 94.0736, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0569, loss: 1.2115 +2025-07-02 08:48:28,229 - mmdet - INFO - Epoch [7][6450/7330] lr: 1.000e-04, eta: 2 days, 12:11:12, time: 0.958, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1942, s0.acc: 93.5996, s0.loss_bbox: 0.2488, s0.loss_mask: 0.2477, s1.loss_cls: 0.0909, s1.acc: 93.7831, s1.loss_bbox: 0.1100, s1.loss_mask: 0.1224, s2.loss_cls: 0.0432, s2.acc: 93.8514, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0570, loss: 1.2297 +2025-07-02 08:49:16,271 - mmdet - INFO - Epoch [7][6500/7330] lr: 1.000e-04, eta: 2 days, 12:10:05, time: 0.961, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1862, s0.acc: 93.7029, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2480, s1.loss_cls: 0.0873, s1.acc: 93.9336, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1224, s2.loss_cls: 0.0417, s2.acc: 94.1179, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0569, loss: 1.2086 +2025-07-02 08:50:04,267 - mmdet - INFO - Epoch [7][6550/7330] lr: 1.000e-04, eta: 2 days, 12:08:57, time: 0.959, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1932, s0.acc: 93.5161, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2461, s1.loss_cls: 0.0895, s1.acc: 93.7887, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1200, s2.loss_cls: 0.0434, s2.acc: 93.8447, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0560, loss: 1.2190 +2025-07-02 08:50:52,676 - mmdet - INFO - Epoch [7][6600/7330] lr: 1.000e-04, eta: 2 days, 12:07:53, time: 0.969, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.2041, s0.acc: 93.1875, s0.loss_bbox: 0.2618, s0.loss_mask: 0.2558, s1.loss_cls: 0.0942, s1.acc: 93.4367, s1.loss_bbox: 0.1154, s1.loss_mask: 0.1237, s2.loss_cls: 0.0450, s2.acc: 93.5378, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0575, loss: 1.2706 +2025-07-02 08:51:43,095 - mmdet - INFO - Epoch [7][6650/7330] lr: 1.000e-04, eta: 2 days, 12:07:00, time: 1.008, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1929, s0.acc: 93.5286, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2511, s1.loss_cls: 0.0889, s1.acc: 93.8536, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1218, s2.loss_cls: 0.0424, s2.acc: 93.9040, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0568, loss: 1.2256 +2025-07-02 08:52:31,070 - mmdet - INFO - Epoch [7][6700/7330] lr: 1.000e-04, eta: 2 days, 12:05:53, time: 0.959, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1887, s0.acc: 93.6682, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2470, s1.loss_cls: 0.0863, s1.acc: 94.1063, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1214, s2.loss_cls: 0.0410, s2.acc: 94.1715, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0566, loss: 1.2104 +2025-07-02 08:53:36,641 - mmdet - INFO - Epoch [7][6750/7330] lr: 1.000e-04, eta: 2 days, 12:06:30, time: 1.311, data_time: 0.039, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1922, s0.acc: 93.6460, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2491, s1.loss_cls: 0.0881, s1.acc: 93.9539, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1213, s2.loss_cls: 0.0419, s2.acc: 94.1074, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0568, loss: 1.2070 +2025-07-02 08:54:25,728 - mmdet - INFO - Epoch [7][6800/7330] lr: 1.000e-04, eta: 2 days, 12:05:29, time: 0.982, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0299, s0.loss_cls: 0.1983, s0.acc: 93.2708, s0.loss_bbox: 0.2659, s0.loss_mask: 0.2600, s1.loss_cls: 0.0920, s1.acc: 93.5607, s1.loss_bbox: 0.1185, s1.loss_mask: 0.1272, s2.loss_cls: 0.0443, s2.acc: 93.5467, s2.loss_bbox: 0.0448, s2.loss_mask: 0.0590, loss: 1.2835 +2025-07-02 08:55:13,531 - mmdet - INFO - Epoch [7][6850/7330] lr: 1.000e-04, eta: 2 days, 12:04:21, time: 0.956, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0241, s0.loss_cls: 0.1867, s0.acc: 93.8323, s0.loss_bbox: 0.2378, s0.loss_mask: 0.2449, s1.loss_cls: 0.0871, s1.acc: 94.0271, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1208, s2.loss_cls: 0.0415, s2.acc: 94.0827, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0564, loss: 1.1881 +2025-07-02 08:56:01,412 - mmdet - INFO - Epoch [7][6900/7330] lr: 1.000e-04, eta: 2 days, 12:03:13, time: 0.958, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1763, s0.acc: 94.0820, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2436, s1.loss_cls: 0.0813, s1.acc: 94.3788, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1206, s2.loss_cls: 0.0395, s2.acc: 94.3423, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0568, loss: 1.1739 +2025-07-02 08:56:48,718 - mmdet - INFO - Epoch [7][6950/7330] lr: 1.000e-04, eta: 2 days, 12:02:02, time: 0.946, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0250, s0.loss_cls: 0.1757, s0.acc: 94.1516, s0.loss_bbox: 0.2293, s0.loss_mask: 0.2467, s1.loss_cls: 0.0814, s1.acc: 94.3933, s1.loss_bbox: 0.1026, s1.loss_mask: 0.1204, s2.loss_cls: 0.0392, s2.acc: 94.5762, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0561, loss: 1.1549 +2025-07-02 08:57:36,322 - mmdet - INFO - Epoch [7][7000/7330] lr: 1.000e-04, eta: 2 days, 12:00:53, time: 0.952, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1820, s0.acc: 93.9429, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2506, s1.loss_cls: 0.0845, s1.acc: 94.2288, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1232, s2.loss_cls: 0.0402, s2.acc: 94.3320, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0579, loss: 1.1865 +2025-07-02 08:58:26,972 - mmdet - INFO - Epoch [7][7050/7330] lr: 1.000e-04, eta: 2 days, 12:00:02, time: 1.013, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1857, s0.acc: 93.7644, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2463, s1.loss_cls: 0.0846, s1.acc: 94.1391, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1217, s2.loss_cls: 0.0409, s2.acc: 94.1636, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0571, loss: 1.1916 +2025-07-02 08:59:14,627 - mmdet - INFO - Epoch [7][7100/7330] lr: 1.000e-04, eta: 2 days, 11:58:53, time: 0.953, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0426, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1846, s0.acc: 93.8604, s0.loss_bbox: 0.2372, s0.loss_mask: 0.2483, s1.loss_cls: 0.0849, s1.acc: 94.2267, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1219, s2.loss_cls: 0.0403, s2.acc: 94.3036, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0563, loss: 1.1920 +2025-07-02 09:00:15,250 - mmdet - INFO - Epoch [7][7150/7330] lr: 1.000e-04, eta: 2 days, 11:59:00, time: 1.212, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1961, s0.acc: 93.4419, s0.loss_bbox: 0.2458, s0.loss_mask: 0.2465, s1.loss_cls: 0.0912, s1.acc: 93.7864, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1215, s2.loss_cls: 0.0426, s2.acc: 94.0393, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0563, loss: 1.2189 +2025-07-02 09:01:06,185 - mmdet - INFO - Epoch [7][7200/7330] lr: 1.000e-04, eta: 2 days, 11:58:11, time: 1.019, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.2028, s0.acc: 93.3406, s0.loss_bbox: 0.2599, s0.loss_mask: 0.2551, s1.loss_cls: 0.0930, s1.acc: 93.6895, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1254, s2.loss_cls: 0.0441, s2.acc: 93.8538, s2.loss_bbox: 0.0438, s2.loss_mask: 0.0584, loss: 1.2705 +2025-07-02 09:01:54,404 - mmdet - INFO - Epoch [7][7250/7330] lr: 1.000e-04, eta: 2 days, 11:57:05, time: 0.965, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1930, s0.acc: 93.6987, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2468, s1.loss_cls: 0.0892, s1.acc: 94.0156, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1220, s2.loss_cls: 0.0423, s2.acc: 94.1693, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0576, loss: 1.2159 +2025-07-02 09:02:42,612 - mmdet - INFO - Epoch [7][7300/7330] lr: 1.000e-04, eta: 2 days, 11:56:00, time: 0.964, data_time: 0.023, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1902, s0.acc: 93.6653, s0.loss_bbox: 0.2455, s0.loss_mask: 0.2482, s1.loss_cls: 0.0879, s1.acc: 94.0043, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1215, s2.loss_cls: 0.0423, s2.acc: 94.0402, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0566, loss: 1.2106 +2025-07-02 09:03:25,022 - mmdet - INFO - Saving checkpoint at 7 epochs +2025-07-02 09:06:39,228 - mmdet - INFO - Evaluating bbox... +2025-07-02 09:07:10,246 - mmdet - INFO - Evaluating segm... +2025-07-02 09:07:46,946 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 09:07:46,946 - mmdet - INFO - Epoch(val) [7][7330] bbox_mAP: 0.4130, bbox_mAP_50: 0.5920, bbox_mAP_75: 0.4470, bbox_mAP_s: 0.2460, bbox_mAP_m: 0.4440, bbox_mAP_l: 0.5590, bbox_mAP_copypaste: 0.413 0.592 0.447 0.246 0.444 0.559, segm_mAP: 0.3560, segm_mAP_50: 0.5640, segm_mAP_75: 0.3810, segm_mAP_s: 0.1930, segm_mAP_m: 0.3870, segm_mAP_l: 0.5030, segm_mAP_copypaste: 0.356 0.564 0.381 0.193 0.387 0.503 +2025-07-02 09:09:52,596 - mmdet - INFO - Epoch [8][50/7330] lr: 1.000e-04, eta: 2 days, 11:58:56, time: 2.512, data_time: 1.489, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0359, loss_rpn_bbox: 0.0238, s0.loss_cls: 0.1786, s0.acc: 94.0635, s0.loss_bbox: 0.2287, s0.loss_mask: 0.2432, s1.loss_cls: 0.0819, s1.acc: 94.4427, s1.loss_bbox: 0.1027, s1.loss_mask: 0.1191, s2.loss_cls: 0.0395, s2.acc: 94.4219, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0554, loss: 1.1502 +2025-07-02 09:10:45,127 - mmdet - INFO - Epoch [8][100/7330] lr: 1.000e-04, eta: 2 days, 11:58:15, time: 1.051, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1840, s0.acc: 93.9409, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2415, s1.loss_cls: 0.0838, s1.acc: 94.2357, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1190, s2.loss_cls: 0.0398, s2.acc: 94.2599, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0556, loss: 1.1816 +2025-07-02 09:11:41,685 - mmdet - INFO - Epoch [8][150/7330] lr: 1.000e-04, eta: 2 days, 11:57:57, time: 1.131, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0247, s0.loss_cls: 0.1704, s0.acc: 94.3115, s0.loss_bbox: 0.2207, s0.loss_mask: 0.2374, s1.loss_cls: 0.0791, s1.acc: 94.5961, s1.loss_bbox: 0.0992, s1.loss_mask: 0.1163, s2.loss_cls: 0.0378, s2.acc: 94.6315, s2.loss_bbox: 0.0387, s2.loss_mask: 0.0545, loss: 1.1154 +2025-07-02 09:12:44,604 - mmdet - INFO - Epoch [8][200/7330] lr: 1.000e-04, eta: 2 days, 11:58:16, time: 1.258, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1751, s0.acc: 94.1140, s0.loss_bbox: 0.2344, s0.loss_mask: 0.2481, s1.loss_cls: 0.0799, s1.acc: 94.4798, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1217, s2.loss_cls: 0.0382, s2.acc: 94.5194, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0568, loss: 1.1680 +2025-07-02 09:13:34,534 - mmdet - INFO - Epoch [8][250/7330] lr: 1.000e-04, eta: 2 days, 11:57:20, time: 0.999, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1856, s0.acc: 93.7263, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2454, s1.loss_cls: 0.0859, s1.acc: 93.9974, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1205, s2.loss_cls: 0.0414, s2.acc: 93.9968, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1959 +2025-07-02 09:14:24,282 - mmdet - INFO - Epoch [8][300/7330] lr: 1.000e-04, eta: 2 days, 11:56:23, time: 0.995, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1847, s0.acc: 93.7915, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2460, s1.loss_cls: 0.0856, s1.acc: 94.0984, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1207, s2.loss_cls: 0.0409, s2.acc: 94.1153, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0563, loss: 1.1973 +2025-07-02 09:15:13,310 - mmdet - INFO - Epoch [8][350/7330] lr: 1.000e-04, eta: 2 days, 11:55:22, time: 0.980, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1798, s0.acc: 94.0078, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2489, s1.loss_cls: 0.0814, s1.acc: 94.3563, s1.loss_bbox: 0.1036, s1.loss_mask: 0.1221, s2.loss_cls: 0.0393, s2.acc: 94.4443, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0571, loss: 1.1727 +2025-07-02 09:16:03,036 - mmdet - INFO - Epoch [8][400/7330] lr: 1.000e-04, eta: 2 days, 11:54:25, time: 0.995, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0415, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1783, s0.acc: 94.0024, s0.loss_bbox: 0.2292, s0.loss_mask: 0.2438, s1.loss_cls: 0.0824, s1.acc: 94.3029, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1190, s2.loss_cls: 0.0391, s2.acc: 94.4092, s2.loss_bbox: 0.0392, s2.loss_mask: 0.0556, loss: 1.1581 +2025-07-02 09:16:51,962 - mmdet - INFO - Epoch [8][450/7330] lr: 1.000e-04, eta: 2 days, 11:53:23, time: 0.979, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1740, s0.acc: 94.1738, s0.loss_bbox: 0.2246, s0.loss_mask: 0.2469, s1.loss_cls: 0.0806, s1.acc: 94.4670, s1.loss_bbox: 0.1007, s1.loss_mask: 0.1208, s2.loss_cls: 0.0385, s2.acc: 94.6478, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0565, loss: 1.1448 +2025-07-02 09:17:41,797 - mmdet - INFO - Epoch [8][500/7330] lr: 1.000e-04, eta: 2 days, 11:52:27, time: 0.996, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1852, s0.acc: 93.6738, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2438, s1.loss_cls: 0.0851, s1.acc: 94.0207, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1202, s2.loss_cls: 0.0410, s2.acc: 94.0864, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0564, loss: 1.2013 +2025-07-02 09:18:31,168 - mmdet - INFO - Epoch [8][550/7330] lr: 1.000e-04, eta: 2 days, 11:51:28, time: 0.988, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1774, s0.acc: 93.9668, s0.loss_bbox: 0.2328, s0.loss_mask: 0.2416, s1.loss_cls: 0.0809, s1.acc: 94.3269, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1194, s2.loss_cls: 0.0387, s2.acc: 94.4231, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0561, loss: 1.1589 +2025-07-02 09:19:38,577 - mmdet - INFO - Epoch [8][600/7330] lr: 1.000e-04, eta: 2 days, 11:52:11, time: 1.348, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1760, s0.acc: 94.0393, s0.loss_bbox: 0.2353, s0.loss_mask: 0.2498, s1.loss_cls: 0.0814, s1.acc: 94.3450, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1224, s2.loss_cls: 0.0392, s2.acc: 94.3745, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0577, loss: 1.1726 +2025-07-02 09:20:27,191 - mmdet - INFO - Epoch [8][650/7330] lr: 1.000e-04, eta: 2 days, 11:51:08, time: 0.972, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1843, s0.acc: 93.8831, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2479, s1.loss_cls: 0.0826, s1.acc: 94.3166, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1222, s2.loss_cls: 0.0397, s2.acc: 94.3075, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0567, loss: 1.1897 +2025-07-02 09:21:15,941 - mmdet - INFO - Epoch [8][700/7330] lr: 1.000e-04, eta: 2 days, 11:50:05, time: 0.975, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0349, loss_rpn_bbox: 0.0248, s0.loss_cls: 0.1807, s0.acc: 93.8821, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2401, s1.loss_cls: 0.0846, s1.acc: 94.1541, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1187, s2.loss_cls: 0.0405, s2.acc: 94.2109, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0549, loss: 1.1627 +2025-07-02 09:22:04,988 - mmdet - INFO - Epoch [8][750/7330] lr: 1.000e-04, eta: 2 days, 11:49:04, time: 0.980, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1849, s0.acc: 93.7834, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2432, s1.loss_cls: 0.0848, s1.acc: 94.1311, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1199, s2.loss_cls: 0.0407, s2.acc: 94.2020, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0558, loss: 1.1991 +2025-07-02 09:22:53,044 - mmdet - INFO - Epoch [8][800/7330] lr: 1.000e-04, eta: 2 days, 11:47:58, time: 0.962, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0347, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1749, s0.acc: 94.1367, s0.loss_bbox: 0.2322, s0.loss_mask: 0.2409, s1.loss_cls: 0.0820, s1.acc: 94.3950, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1190, s2.loss_cls: 0.0390, s2.acc: 94.4193, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0563, loss: 1.1498 +2025-07-02 09:23:41,811 - mmdet - INFO - Epoch [8][850/7330] lr: 1.000e-04, eta: 2 days, 11:46:55, time: 0.975, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1818, s0.acc: 94.0520, s0.loss_bbox: 0.2338, s0.loss_mask: 0.2446, s1.loss_cls: 0.0842, s1.acc: 94.2986, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1203, s2.loss_cls: 0.0397, s2.acc: 94.4400, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0562, loss: 1.1669 +2025-07-02 09:24:30,814 - mmdet - INFO - Epoch [8][900/7330] lr: 1.000e-04, eta: 2 days, 11:45:54, time: 0.980, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1876, s0.acc: 93.7004, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2530, s1.loss_cls: 0.0876, s1.acc: 93.9475, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1242, s2.loss_cls: 0.0416, s2.acc: 94.0817, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0586, loss: 1.2120 +2025-07-02 09:25:19,844 - mmdet - INFO - Epoch [8][950/7330] lr: 1.000e-04, eta: 2 days, 11:44:53, time: 0.981, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0433, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1916, s0.acc: 93.6113, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2484, s1.loss_cls: 0.0868, s1.acc: 94.1048, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1224, s2.loss_cls: 0.0413, s2.acc: 94.2026, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0573, loss: 1.2157 +2025-07-02 09:26:23,390 - mmdet - INFO - Epoch [8][1000/7330] lr: 1.000e-04, eta: 2 days, 11:45:14, time: 1.271, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0429, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1828, s0.acc: 93.7808, s0.loss_bbox: 0.2398, s0.loss_mask: 0.2458, s1.loss_cls: 0.0834, s1.acc: 94.2101, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1210, s2.loss_cls: 0.0405, s2.acc: 94.2106, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0564, loss: 1.1921 +2025-07-02 09:27:17,547 - mmdet - INFO - Epoch [8][1050/7330] lr: 1.000e-04, eta: 2 days, 11:44:41, time: 1.082, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1795, s0.acc: 94.0654, s0.loss_bbox: 0.2341, s0.loss_mask: 0.2478, s1.loss_cls: 0.0820, s1.acc: 94.3857, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1217, s2.loss_cls: 0.0392, s2.acc: 94.5013, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0570, loss: 1.1714 +2025-07-02 09:28:05,984 - mmdet - INFO - Epoch [8][1100/7330] lr: 1.000e-04, eta: 2 days, 11:43:37, time: 0.969, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1777, s0.acc: 94.0020, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2472, s1.loss_cls: 0.0814, s1.acc: 94.3031, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1211, s2.loss_cls: 0.0391, s2.acc: 94.4408, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0568, loss: 1.1718 +2025-07-02 09:28:54,238 - mmdet - INFO - Epoch [8][1150/7330] lr: 1.000e-04, eta: 2 days, 11:42:32, time: 0.965, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1782, s0.acc: 94.0945, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2478, s1.loss_cls: 0.0826, s1.acc: 94.3786, s1.loss_bbox: 0.1037, s1.loss_mask: 0.1225, s2.loss_cls: 0.0397, s2.acc: 94.3969, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0575, loss: 1.1771 +2025-07-02 09:29:42,802 - mmdet - INFO - Epoch [8][1200/7330] lr: 1.000e-04, eta: 2 days, 11:41:28, time: 0.971, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1778, s0.acc: 93.9880, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2455, s1.loss_cls: 0.0824, s1.acc: 94.2547, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1203, s2.loss_cls: 0.0391, s2.acc: 94.3416, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0561, loss: 1.1746 +2025-07-02 09:30:31,641 - mmdet - INFO - Epoch [8][1250/7330] lr: 1.000e-04, eta: 2 days, 11:40:26, time: 0.977, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1818, s0.acc: 93.9316, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2447, s1.loss_cls: 0.0836, s1.acc: 94.2479, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1206, s2.loss_cls: 0.0397, s2.acc: 94.3821, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.1830 +2025-07-02 09:31:20,253 - mmdet - INFO - Epoch [8][1300/7330] lr: 1.000e-04, eta: 2 days, 11:39:23, time: 0.972, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0453, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1996, s0.acc: 93.3931, s0.loss_bbox: 0.2575, s0.loss_mask: 0.2574, s1.loss_cls: 0.0915, s1.acc: 93.7325, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1258, s2.loss_cls: 0.0438, s2.acc: 93.8242, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0589, loss: 1.2670 +2025-07-02 09:32:08,313 - mmdet - INFO - Epoch [8][1350/7330] lr: 1.000e-04, eta: 2 days, 11:38:17, time: 0.961, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1756, s0.acc: 94.0400, s0.loss_bbox: 0.2339, s0.loss_mask: 0.2392, s1.loss_cls: 0.0805, s1.acc: 94.3234, s1.loss_bbox: 0.1038, s1.loss_mask: 0.1183, s2.loss_cls: 0.0391, s2.acc: 94.3743, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1516 +2025-07-02 09:33:04,186 - mmdet - INFO - Epoch [8][1400/7330] lr: 1.000e-04, eta: 2 days, 11:37:54, time: 1.117, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1885, s0.acc: 93.7817, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2458, s1.loss_cls: 0.0860, s1.acc: 94.1593, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1208, s2.loss_cls: 0.0408, s2.acc: 94.2803, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0560, loss: 1.1955 +2025-07-02 09:34:05,991 - mmdet - INFO - Epoch [8][1450/7330] lr: 1.000e-04, eta: 2 days, 11:38:04, time: 1.236, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1785, s0.acc: 93.8779, s0.loss_bbox: 0.2434, s0.loss_mask: 0.2423, s1.loss_cls: 0.0813, s1.acc: 94.3103, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1182, s2.loss_cls: 0.0392, s2.acc: 94.3596, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0549, loss: 1.1751 +2025-07-02 09:34:54,911 - mmdet - INFO - Epoch [8][1500/7330] lr: 1.000e-04, eta: 2 days, 11:37:03, time: 0.978, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1863, s0.acc: 93.7012, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2455, s1.loss_cls: 0.0852, s1.acc: 94.0423, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1213, s2.loss_cls: 0.0411, s2.acc: 94.1377, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0564, loss: 1.2108 +2025-07-02 09:35:43,858 - mmdet - INFO - Epoch [8][1550/7330] lr: 1.000e-04, eta: 2 days, 11:36:01, time: 0.979, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1786, s0.acc: 93.9390, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2410, s1.loss_cls: 0.0814, s1.acc: 94.2752, s1.loss_bbox: 0.1048, s1.loss_mask: 0.1185, s2.loss_cls: 0.0390, s2.acc: 94.4229, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0553, loss: 1.1624 +2025-07-02 09:36:32,292 - mmdet - INFO - Epoch [8][1600/7330] lr: 1.000e-04, eta: 2 days, 11:34:57, time: 0.969, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0448, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1819, s0.acc: 93.9199, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2475, s1.loss_cls: 0.0845, s1.acc: 94.1466, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1218, s2.loss_cls: 0.0400, s2.acc: 94.3568, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0574, loss: 1.1962 +2025-07-02 09:37:21,049 - mmdet - INFO - Epoch [8][1650/7330] lr: 1.000e-04, eta: 2 days, 11:33:55, time: 0.975, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1791, s0.acc: 94.0127, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2446, s1.loss_cls: 0.0822, s1.acc: 94.2689, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1199, s2.loss_cls: 0.0393, s2.acc: 94.3116, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0561, loss: 1.1701 +2025-07-02 09:38:09,042 - mmdet - INFO - Epoch [8][1700/7330] lr: 1.000e-04, eta: 2 days, 11:32:49, time: 0.960, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1864, s0.acc: 93.7573, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2467, s1.loss_cls: 0.0851, s1.acc: 94.1574, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1201, s2.loss_cls: 0.0405, s2.acc: 94.2286, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0560, loss: 1.1947 +2025-07-02 09:38:57,226 - mmdet - INFO - Epoch [8][1750/7330] lr: 1.000e-04, eta: 2 days, 11:31:43, time: 0.964, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0358, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1763, s0.acc: 94.1189, s0.loss_bbox: 0.2318, s0.loss_mask: 0.2406, s1.loss_cls: 0.0815, s1.acc: 94.4197, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1197, s2.loss_cls: 0.0389, s2.acc: 94.5427, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0558, loss: 1.1500 +2025-07-02 09:39:47,920 - mmdet - INFO - Epoch [8][1800/7330] lr: 1.000e-04, eta: 2 days, 11:30:52, time: 1.014, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1827, s0.acc: 93.7971, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2469, s1.loss_cls: 0.0847, s1.acc: 94.0748, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1217, s2.loss_cls: 0.0397, s2.acc: 94.3677, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0572, loss: 1.1864 +2025-07-02 09:40:51,409 - mmdet - INFO - Epoch [8][1850/7330] lr: 1.000e-04, eta: 2 days, 11:31:10, time: 1.269, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1958, s0.acc: 93.5283, s0.loss_bbox: 0.2469, s0.loss_mask: 0.2478, s1.loss_cls: 0.0900, s1.acc: 93.7991, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1212, s2.loss_cls: 0.0427, s2.acc: 93.9323, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0564, loss: 1.2221 +2025-07-02 09:41:40,274 - mmdet - INFO - Epoch [8][1900/7330] lr: 1.000e-04, eta: 2 days, 11:30:08, time: 0.978, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1866, s0.acc: 93.7039, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2458, s1.loss_cls: 0.0859, s1.acc: 93.9916, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1213, s2.loss_cls: 0.0414, s2.acc: 94.1884, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0573, loss: 1.2045 +2025-07-02 09:42:28,856 - mmdet - INFO - Epoch [8][1950/7330] lr: 1.000e-04, eta: 2 days, 11:29:05, time: 0.971, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0369, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1769, s0.acc: 94.0986, s0.loss_bbox: 0.2351, s0.loss_mask: 0.2490, s1.loss_cls: 0.0811, s1.acc: 94.3660, s1.loss_bbox: 0.1051, s1.loss_mask: 0.1212, s2.loss_cls: 0.0386, s2.acc: 94.5038, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0567, loss: 1.1679 +2025-07-02 09:43:17,528 - mmdet - INFO - Epoch [8][2000/7330] lr: 1.000e-04, eta: 2 days, 11:28:03, time: 0.974, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1943, s0.acc: 93.4731, s0.loss_bbox: 0.2519, s0.loss_mask: 0.2514, s1.loss_cls: 0.0896, s1.acc: 93.7999, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1226, s2.loss_cls: 0.0425, s2.acc: 93.8545, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0571, loss: 1.2291 +2025-07-02 09:44:05,687 - mmdet - INFO - Epoch [8][2050/7330] lr: 1.000e-04, eta: 2 days, 11:26:57, time: 0.963, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0262, s0.loss_cls: 0.1855, s0.acc: 93.7510, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2453, s1.loss_cls: 0.0857, s1.acc: 94.0058, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1200, s2.loss_cls: 0.0403, s2.acc: 94.2341, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0566, loss: 1.1909 +2025-07-02 09:44:54,320 - mmdet - INFO - Epoch [8][2100/7330] lr: 1.000e-04, eta: 2 days, 11:25:54, time: 0.973, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0412, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1886, s0.acc: 93.7034, s0.loss_bbox: 0.2465, s0.loss_mask: 0.2439, s1.loss_cls: 0.0868, s1.acc: 93.9498, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1198, s2.loss_cls: 0.0417, s2.acc: 94.0792, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0557, loss: 1.2043 +2025-07-02 09:45:43,189 - mmdet - INFO - Epoch [8][2150/7330] lr: 1.000e-04, eta: 2 days, 11:24:53, time: 0.977, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1837, s0.acc: 93.7490, s0.loss_bbox: 0.2466, s0.loss_mask: 0.2479, s1.loss_cls: 0.0845, s1.acc: 94.1267, s1.loss_bbox: 0.1103, s1.loss_mask: 0.1222, s2.loss_cls: 0.0407, s2.acc: 94.1750, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0572, loss: 1.2053 +2025-07-02 09:46:30,941 - mmdet - INFO - Epoch [8][2200/7330] lr: 1.000e-04, eta: 2 days, 11:23:46, time: 0.955, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1771, s0.acc: 94.0608, s0.loss_bbox: 0.2354, s0.loss_mask: 0.2465, s1.loss_cls: 0.0816, s1.acc: 94.3414, s1.loss_bbox: 0.1054, s1.loss_mask: 0.1200, s2.loss_cls: 0.0391, s2.acc: 94.3712, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0560, loss: 1.1684 +2025-07-02 09:47:33,998 - mmdet - INFO - Epoch [8][2250/7330] lr: 1.000e-04, eta: 2 days, 11:24:01, time: 1.261, data_time: 0.024, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1862, s0.acc: 93.7349, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2409, s1.loss_cls: 0.0862, s1.acc: 94.0077, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1197, s2.loss_cls: 0.0411, s2.acc: 94.1951, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0553, loss: 1.1881 +2025-07-02 09:48:25,367 - mmdet - INFO - Epoch [8][2300/7330] lr: 1.000e-04, eta: 2 days, 11:23:13, time: 1.028, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1864, s0.acc: 93.7788, s0.loss_bbox: 0.2501, s0.loss_mask: 0.2475, s1.loss_cls: 0.0839, s1.acc: 94.2074, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1213, s2.loss_cls: 0.0398, s2.acc: 94.3678, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0567, loss: 1.2128 +2025-07-02 09:49:12,867 - mmdet - INFO - Epoch [8][2350/7330] lr: 1.000e-04, eta: 2 days, 11:22:04, time: 0.949, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0362, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1761, s0.acc: 94.0557, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2447, s1.loss_cls: 0.0804, s1.acc: 94.4242, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1210, s2.loss_cls: 0.0390, s2.acc: 94.4675, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0562, loss: 1.1672 +2025-07-02 09:50:01,391 - mmdet - INFO - Epoch [8][2400/7330] lr: 1.000e-04, eta: 2 days, 11:21:01, time: 0.971, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0458, loss_rpn_bbox: 0.0288, s0.loss_cls: 0.1928, s0.acc: 93.5625, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2501, s1.loss_cls: 0.0883, s1.acc: 93.9278, s1.loss_bbox: 0.1095, s1.loss_mask: 0.1238, s2.loss_cls: 0.0421, s2.acc: 94.0423, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0580, loss: 1.2308 +2025-07-02 09:50:49,843 - mmdet - INFO - Epoch [8][2450/7330] lr: 1.000e-04, eta: 2 days, 11:19:57, time: 0.969, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1784, s0.acc: 94.0745, s0.loss_bbox: 0.2291, s0.loss_mask: 0.2482, s1.loss_cls: 0.0817, s1.acc: 94.4219, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1225, s2.loss_cls: 0.0385, s2.acc: 94.6089, s2.loss_bbox: 0.0396, s2.loss_mask: 0.0576, loss: 1.1645 +2025-07-02 09:51:37,967 - mmdet - INFO - Epoch [8][2500/7330] lr: 1.000e-04, eta: 2 days, 11:18:52, time: 0.963, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0360, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1829, s0.acc: 93.9548, s0.loss_bbox: 0.2374, s0.loss_mask: 0.2456, s1.loss_cls: 0.0842, s1.acc: 94.2468, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1211, s2.loss_cls: 0.0409, s2.acc: 94.2500, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0568, loss: 1.1818 +2025-07-02 09:52:26,551 - mmdet - INFO - Epoch [8][2550/7330] lr: 1.000e-04, eta: 2 days, 11:17:49, time: 0.972, data_time: 0.024, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0370, loss_rpn_bbox: 0.0249, s0.loss_cls: 0.1791, s0.acc: 93.9556, s0.loss_bbox: 0.2349, s0.loss_mask: 0.2413, s1.loss_cls: 0.0840, s1.acc: 94.1914, s1.loss_bbox: 0.1055, s1.loss_mask: 0.1197, s2.loss_cls: 0.0402, s2.acc: 94.3013, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0561, loss: 1.1650 +2025-07-02 09:53:15,341 - mmdet - INFO - Epoch [8][2600/7330] lr: 1.000e-04, eta: 2 days, 11:16:47, time: 0.976, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1864, s0.acc: 93.7502, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2511, s1.loss_cls: 0.0862, s1.acc: 94.0168, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1223, s2.loss_cls: 0.0413, s2.acc: 94.0986, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0572, loss: 1.2046 +2025-07-02 09:54:13,812 - mmdet - INFO - Epoch [8][2650/7330] lr: 1.000e-04, eta: 2 days, 11:16:37, time: 1.169, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1933, s0.acc: 93.6042, s0.loss_bbox: 0.2470, s0.loss_mask: 0.2540, s1.loss_cls: 0.0882, s1.acc: 94.0029, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1242, s2.loss_cls: 0.0420, s2.acc: 94.1429, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0575, loss: 1.2300 +2025-07-02 09:55:09,622 - mmdet - INFO - Epoch [8][2700/7330] lr: 1.000e-04, eta: 2 days, 11:16:13, time: 1.116, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1898, s0.acc: 93.6721, s0.loss_bbox: 0.2498, s0.loss_mask: 0.2524, s1.loss_cls: 0.0876, s1.acc: 93.9896, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1230, s2.loss_cls: 0.0421, s2.acc: 94.0047, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0573, loss: 1.2228 +2025-07-02 09:55:57,902 - mmdet - INFO - Epoch [8][2750/7330] lr: 1.000e-04, eta: 2 days, 11:15:09, time: 0.966, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1886, s0.acc: 93.6221, s0.loss_bbox: 0.2446, s0.loss_mask: 0.2485, s1.loss_cls: 0.0860, s1.acc: 93.9874, s1.loss_bbox: 0.1098, s1.loss_mask: 0.1211, s2.loss_cls: 0.0414, s2.acc: 94.0036, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0568, loss: 1.2082 +2025-07-02 09:56:46,421 - mmdet - INFO - Epoch [8][2800/7330] lr: 1.000e-04, eta: 2 days, 11:14:06, time: 0.970, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1986, s0.acc: 93.3169, s0.loss_bbox: 0.2523, s0.loss_mask: 0.2531, s1.loss_cls: 0.0917, s1.acc: 93.6594, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1235, s2.loss_cls: 0.0433, s2.acc: 93.7727, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0575, loss: 1.2441 +2025-07-02 09:57:34,491 - mmdet - INFO - Epoch [8][2850/7330] lr: 1.000e-04, eta: 2 days, 11:13:00, time: 0.961, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1826, s0.acc: 93.9607, s0.loss_bbox: 0.2407, s0.loss_mask: 0.2471, s1.loss_cls: 0.0835, s1.acc: 94.3559, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1209, s2.loss_cls: 0.0397, s2.acc: 94.4401, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0565, loss: 1.1863 +2025-07-02 09:58:22,512 - mmdet - INFO - Epoch [8][2900/7330] lr: 1.000e-04, eta: 2 days, 11:11:54, time: 0.960, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1822, s0.acc: 93.9294, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2456, s1.loss_cls: 0.0837, s1.acc: 94.2358, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1205, s2.loss_cls: 0.0399, s2.acc: 94.3454, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0564, loss: 1.1810 +2025-07-02 09:59:10,691 - mmdet - INFO - Epoch [8][2950/7330] lr: 1.000e-04, eta: 2 days, 11:10:50, time: 0.964, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1820, s0.acc: 94.0024, s0.loss_bbox: 0.2362, s0.loss_mask: 0.2456, s1.loss_cls: 0.0828, s1.acc: 94.3863, s1.loss_bbox: 0.1057, s1.loss_mask: 0.1212, s2.loss_cls: 0.0398, s2.acc: 94.3704, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0568, loss: 1.1787 +2025-07-02 09:59:58,827 - mmdet - INFO - Epoch [8][3000/7330] lr: 1.000e-04, eta: 2 days, 11:09:44, time: 0.962, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1887, s0.acc: 93.6401, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2520, s1.loss_cls: 0.0860, s1.acc: 94.0773, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1230, s2.loss_cls: 0.0412, s2.acc: 94.1443, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0575, loss: 1.2230 +2025-07-02 10:00:49,591 - mmdet - INFO - Epoch [8][3050/7330] lr: 1.000e-04, eta: 2 days, 11:08:53, time: 1.016, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1833, s0.acc: 93.8264, s0.loss_bbox: 0.2421, s0.loss_mask: 0.2516, s1.loss_cls: 0.0846, s1.acc: 94.1262, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1230, s2.loss_cls: 0.0402, s2.acc: 94.3110, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0573, loss: 1.2031 +2025-07-02 10:01:54,983 - mmdet - INFO - Epoch [8][3100/7330] lr: 1.000e-04, eta: 2 days, 11:09:19, time: 1.307, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1814, s0.acc: 93.8499, s0.loss_bbox: 0.2447, s0.loss_mask: 0.2482, s1.loss_cls: 0.0835, s1.acc: 94.1407, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1222, s2.loss_cls: 0.0404, s2.acc: 94.1286, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0568, loss: 1.2009 +2025-07-02 10:02:43,214 - mmdet - INFO - Epoch [8][3150/7330] lr: 1.000e-04, eta: 2 days, 11:08:15, time: 0.965, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0350, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1777, s0.acc: 94.1033, s0.loss_bbox: 0.2300, s0.loss_mask: 0.2412, s1.loss_cls: 0.0826, s1.acc: 94.4100, s1.loss_bbox: 0.1034, s1.loss_mask: 0.1197, s2.loss_cls: 0.0393, s2.acc: 94.4656, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0559, loss: 1.1512 +2025-07-02 10:03:30,743 - mmdet - INFO - Epoch [8][3200/7330] lr: 1.000e-04, eta: 2 days, 11:07:07, time: 0.950, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0439, loss_rpn_bbox: 0.0293, s0.loss_cls: 0.1912, s0.acc: 93.5576, s0.loss_bbox: 0.2535, s0.loss_mask: 0.2570, s1.loss_cls: 0.0883, s1.acc: 93.8724, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1253, s2.loss_cls: 0.0416, s2.acc: 94.0729, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0583, loss: 1.2428 +2025-07-02 10:04:18,660 - mmdet - INFO - Epoch [8][3250/7330] lr: 1.000e-04, eta: 2 days, 11:06:01, time: 0.958, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1773, s0.acc: 93.8955, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2449, s1.loss_cls: 0.0812, s1.acc: 94.2202, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1200, s2.loss_cls: 0.0388, s2.acc: 94.3402, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0564, loss: 1.1672 +2025-07-02 10:05:06,586 - mmdet - INFO - Epoch [8][3300/7330] lr: 1.000e-04, eta: 2 days, 11:04:55, time: 0.958, data_time: 0.024, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1880, s0.acc: 93.6833, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2461, s1.loss_cls: 0.0872, s1.acc: 93.9326, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1216, s2.loss_cls: 0.0415, s2.acc: 94.0726, s2.loss_bbox: 0.0407, s2.loss_mask: 0.0568, loss: 1.1959 +2025-07-02 10:05:54,145 - mmdet - INFO - Epoch [8][3350/7330] lr: 1.000e-04, eta: 2 days, 11:03:47, time: 0.951, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1741, s0.acc: 94.0999, s0.loss_bbox: 0.2301, s0.loss_mask: 0.2386, s1.loss_cls: 0.0804, s1.acc: 94.3225, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1178, s2.loss_cls: 0.0385, s2.acc: 94.4687, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0558, loss: 1.1491 +2025-07-02 10:06:41,762 - mmdet - INFO - Epoch [8][3400/7330] lr: 1.000e-04, eta: 2 days, 11:02:39, time: 0.952, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1799, s0.acc: 93.9756, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2490, s1.loss_cls: 0.0833, s1.acc: 94.2863, s1.loss_bbox: 0.1050, s1.loss_mask: 0.1235, s2.loss_cls: 0.0397, s2.acc: 94.4807, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0576, loss: 1.1801 +2025-07-02 10:07:29,844 - mmdet - INFO - Epoch [8][3450/7330] lr: 1.000e-04, eta: 2 days, 11:01:34, time: 0.962, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0266, s0.loss_cls: 0.1861, s0.acc: 93.7554, s0.loss_bbox: 0.2419, s0.loss_mask: 0.2494, s1.loss_cls: 0.0841, s1.acc: 94.1895, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1224, s2.loss_cls: 0.0405, s2.acc: 94.2529, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0576, loss: 1.1969 +2025-07-02 10:08:34,881 - mmdet - INFO - Epoch [8][3500/7330] lr: 1.000e-04, eta: 2 days, 11:01:58, time: 1.301, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0259, s0.loss_cls: 0.1816, s0.acc: 93.9148, s0.loss_bbox: 0.2395, s0.loss_mask: 0.2421, s1.loss_cls: 0.0822, s1.acc: 94.3672, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1191, s2.loss_cls: 0.0396, s2.acc: 94.3579, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0553, loss: 1.1715 +2025-07-02 10:09:26,814 - mmdet - INFO - Epoch [8][3550/7330] lr: 1.000e-04, eta: 2 days, 11:01:12, time: 1.038, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1948, s0.acc: 93.5178, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2545, s1.loss_cls: 0.0885, s1.acc: 93.9010, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1247, s2.loss_cls: 0.0421, s2.acc: 94.0273, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0587, loss: 1.2388 +2025-07-02 10:10:14,892 - mmdet - INFO - Epoch [8][3600/7330] lr: 1.000e-04, eta: 2 days, 11:00:07, time: 0.962, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1815, s0.acc: 93.8628, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2499, s1.loss_cls: 0.0826, s1.acc: 94.2489, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1215, s2.loss_cls: 0.0393, s2.acc: 94.3740, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0567, loss: 1.1866 +2025-07-02 10:11:03,112 - mmdet - INFO - Epoch [8][3650/7330] lr: 1.000e-04, eta: 2 days, 10:59:03, time: 0.964, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1904, s0.acc: 93.6638, s0.loss_bbox: 0.2482, s0.loss_mask: 0.2465, s1.loss_cls: 0.0872, s1.acc: 93.9582, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1200, s2.loss_cls: 0.0417, s2.acc: 94.0845, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0562, loss: 1.2101 +2025-07-02 10:11:50,636 - mmdet - INFO - Epoch [8][3700/7330] lr: 1.000e-04, eta: 2 days, 10:57:55, time: 0.951, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1865, s0.acc: 93.6948, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2478, s1.loss_cls: 0.0870, s1.acc: 93.8826, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1229, s2.loss_cls: 0.0418, s2.acc: 93.9662, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0572, loss: 1.1972 +2025-07-02 10:12:39,076 - mmdet - INFO - Epoch [8][3750/7330] lr: 1.000e-04, eta: 2 days, 10:56:52, time: 0.969, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1931, s0.acc: 93.6082, s0.loss_bbox: 0.2438, s0.loss_mask: 0.2550, s1.loss_cls: 0.0879, s1.acc: 94.0420, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1245, s2.loss_cls: 0.0416, s2.acc: 94.1452, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0581, loss: 1.2232 +2025-07-02 10:13:26,715 - mmdet - INFO - Epoch [8][3800/7330] lr: 1.000e-04, eta: 2 days, 10:55:45, time: 0.953, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1747, s0.acc: 94.0334, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2470, s1.loss_cls: 0.0805, s1.acc: 94.3161, s1.loss_bbox: 0.1059, s1.loss_mask: 0.1211, s2.loss_cls: 0.0388, s2.acc: 94.3589, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0567, loss: 1.1675 +2025-07-02 10:14:14,753 - mmdet - INFO - Epoch [8][3850/7330] lr: 1.000e-04, eta: 2 days, 10:54:40, time: 0.961, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1813, s0.acc: 93.9121, s0.loss_bbox: 0.2375, s0.loss_mask: 0.2450, s1.loss_cls: 0.0840, s1.acc: 94.2528, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1198, s2.loss_cls: 0.0398, s2.acc: 94.3917, s2.loss_bbox: 0.0409, s2.loss_mask: 0.0559, loss: 1.1762 +2025-07-02 10:15:13,137 - mmdet - INFO - Epoch [8][3900/7330] lr: 1.000e-04, eta: 2 days, 10:54:28, time: 1.168, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1801, s0.acc: 93.9182, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2466, s1.loss_cls: 0.0830, s1.acc: 94.2578, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1218, s2.loss_cls: 0.0390, s2.acc: 94.5534, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0568, loss: 1.1843 +2025-07-02 10:16:12,108 - mmdet - INFO - Epoch [8][3950/7330] lr: 1.000e-04, eta: 2 days, 10:54:19, time: 1.179, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1808, s0.acc: 94.0513, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2469, s1.loss_cls: 0.0835, s1.acc: 94.2946, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1206, s2.loss_cls: 0.0397, s2.acc: 94.3197, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0566, loss: 1.1770 +2025-07-02 10:17:00,644 - mmdet - INFO - Epoch [8][4000/7330] lr: 1.000e-04, eta: 2 days, 10:53:17, time: 0.971, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0377, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1845, s0.acc: 93.7852, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2494, s1.loss_cls: 0.0849, s1.acc: 94.1170, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1225, s2.loss_cls: 0.0412, s2.acc: 94.1315, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.2010 +2025-07-02 10:17:48,885 - mmdet - INFO - Epoch [8][4050/7330] lr: 1.000e-04, eta: 2 days, 10:52:12, time: 0.965, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1814, s0.acc: 93.9443, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2440, s1.loss_cls: 0.0831, s1.acc: 94.2491, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1208, s2.loss_cls: 0.0403, s2.acc: 94.1925, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0568, loss: 1.1791 +2025-07-02 10:18:37,205 - mmdet - INFO - Epoch [8][4100/7330] lr: 1.000e-04, eta: 2 days, 10:51:09, time: 0.966, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1900, s0.acc: 93.7339, s0.loss_bbox: 0.2359, s0.loss_mask: 0.2491, s1.loss_cls: 0.0871, s1.acc: 94.0931, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1224, s2.loss_cls: 0.0417, s2.acc: 94.1631, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0578, loss: 1.1953 +2025-07-02 10:19:25,834 - mmdet - INFO - Epoch [8][4150/7330] lr: 1.000e-04, eta: 2 days, 10:50:07, time: 0.972, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1849, s0.acc: 93.7942, s0.loss_bbox: 0.2444, s0.loss_mask: 0.2472, s1.loss_cls: 0.0851, s1.acc: 94.0904, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1211, s2.loss_cls: 0.0408, s2.acc: 94.1312, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0569, loss: 1.2013 +2025-07-02 10:20:13,308 - mmdet - INFO - Epoch [8][4200/7330] lr: 1.000e-04, eta: 2 days, 10:48:59, time: 0.950, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1787, s0.acc: 94.0327, s0.loss_bbox: 0.2324, s0.loss_mask: 0.2431, s1.loss_cls: 0.0824, s1.acc: 94.2776, s1.loss_bbox: 0.1040, s1.loss_mask: 0.1191, s2.loss_cls: 0.0395, s2.acc: 94.4851, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0558, loss: 1.1644 +2025-07-02 10:21:00,941 - mmdet - INFO - Epoch [8][4250/7330] lr: 1.000e-04, eta: 2 days, 10:47:52, time: 0.953, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1806, s0.acc: 93.8689, s0.loss_bbox: 0.2399, s0.loss_mask: 0.2433, s1.loss_cls: 0.0835, s1.acc: 94.1462, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1195, s2.loss_cls: 0.0405, s2.acc: 94.1619, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0565, loss: 1.1797 +2025-07-02 10:21:51,626 - mmdet - INFO - Epoch [8][4300/7330] lr: 1.000e-04, eta: 2 days, 10:47:01, time: 1.013, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1832, s0.acc: 93.9224, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2465, s1.loss_cls: 0.0835, s1.acc: 94.3128, s1.loss_bbox: 0.1049, s1.loss_mask: 0.1211, s2.loss_cls: 0.0396, s2.acc: 94.4754, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0568, loss: 1.1830 +2025-07-02 10:22:55,883 - mmdet - INFO - Epoch [8][4350/7330] lr: 1.000e-04, eta: 2 days, 10:47:18, time: 1.286, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1825, s0.acc: 93.8611, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2472, s1.loss_cls: 0.0836, s1.acc: 94.1771, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1205, s2.loss_cls: 0.0399, s2.acc: 94.3183, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0559, loss: 1.1864 +2025-07-02 10:23:43,970 - mmdet - INFO - Epoch [8][4400/7330] lr: 1.000e-04, eta: 2 days, 10:46:13, time: 0.962, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1887, s0.acc: 93.7424, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2484, s1.loss_cls: 0.0871, s1.acc: 93.9898, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1224, s2.loss_cls: 0.0418, s2.acc: 94.0077, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0579, loss: 1.2000 +2025-07-02 10:24:31,694 - mmdet - INFO - Epoch [8][4450/7330] lr: 1.000e-04, eta: 2 days, 10:45:07, time: 0.954, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1833, s0.acc: 93.8193, s0.loss_bbox: 0.2462, s0.loss_mask: 0.2471, s1.loss_cls: 0.0843, s1.acc: 94.1154, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1215, s2.loss_cls: 0.0404, s2.acc: 94.2742, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0569, loss: 1.1971 +2025-07-02 10:25:20,095 - mmdet - INFO - Epoch [8][4500/7330] lr: 1.000e-04, eta: 2 days, 10:44:04, time: 0.968, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0289, s0.loss_cls: 0.1868, s0.acc: 93.7527, s0.loss_bbox: 0.2471, s0.loss_mask: 0.2453, s1.loss_cls: 0.0855, s1.acc: 94.0239, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1205, s2.loss_cls: 0.0415, s2.acc: 94.1120, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0564, loss: 1.2034 +2025-07-02 10:26:07,959 - mmdet - INFO - Epoch [8][4550/7330] lr: 1.000e-04, eta: 2 days, 10:42:58, time: 0.957, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1828, s0.acc: 93.9470, s0.loss_bbox: 0.2367, s0.loss_mask: 0.2434, s1.loss_cls: 0.0838, s1.acc: 94.2936, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1194, s2.loss_cls: 0.0401, s2.acc: 94.3423, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0560, loss: 1.1746 +2025-07-02 10:26:55,905 - mmdet - INFO - Epoch [8][4600/7330] lr: 1.000e-04, eta: 2 days, 10:41:53, time: 0.959, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1878, s0.acc: 93.6016, s0.loss_bbox: 0.2435, s0.loss_mask: 0.2498, s1.loss_cls: 0.0862, s1.acc: 93.9061, s1.loss_bbox: 0.1061, s1.loss_mask: 0.1215, s2.loss_cls: 0.0408, s2.acc: 94.0556, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0567, loss: 1.2011 +2025-07-02 10:27:43,601 - mmdet - INFO - Epoch [8][4650/7330] lr: 1.000e-04, eta: 2 days, 10:40:47, time: 0.954, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1827, s0.acc: 93.8213, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2459, s1.loss_cls: 0.0844, s1.acc: 94.1826, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1215, s2.loss_cls: 0.0407, s2.acc: 94.2239, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0573, loss: 1.1853 +2025-07-02 10:28:31,239 - mmdet - INFO - Epoch [8][4700/7330] lr: 1.000e-04, eta: 2 days, 10:39:40, time: 0.953, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0276, s0.loss_cls: 0.1881, s0.acc: 93.7229, s0.loss_bbox: 0.2442, s0.loss_mask: 0.2402, s1.loss_cls: 0.0854, s1.acc: 94.1621, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1183, s2.loss_cls: 0.0410, s2.acc: 94.2747, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0554, loss: 1.1934 +2025-07-02 10:29:37,625 - mmdet - INFO - Epoch [8][4750/7330] lr: 1.000e-04, eta: 2 days, 10:40:07, time: 1.328, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1839, s0.acc: 93.7690, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2485, s1.loss_cls: 0.0838, s1.acc: 94.1509, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1216, s2.loss_cls: 0.0403, s2.acc: 94.3026, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0569, loss: 1.1835 +2025-07-02 10:30:26,967 - mmdet - INFO - Epoch [8][4800/7330] lr: 1.000e-04, eta: 2 days, 10:39:09, time: 0.986, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1920, s0.acc: 93.4243, s0.loss_bbox: 0.2512, s0.loss_mask: 0.2477, s1.loss_cls: 0.0881, s1.acc: 93.8216, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1212, s2.loss_cls: 0.0429, s2.acc: 93.8235, s2.loss_bbox: 0.0433, s2.loss_mask: 0.0567, loss: 1.2266 +2025-07-02 10:31:15,519 - mmdet - INFO - Epoch [8][4850/7330] lr: 1.000e-04, eta: 2 days, 10:38:07, time: 0.971, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1858, s0.acc: 93.6338, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2508, s1.loss_cls: 0.0861, s1.acc: 94.0082, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1236, s2.loss_cls: 0.0413, s2.acc: 94.1125, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0574, loss: 1.2190 +2025-07-02 10:32:03,545 - mmdet - INFO - Epoch [8][4900/7330] lr: 1.000e-04, eta: 2 days, 10:37:02, time: 0.961, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1838, s0.acc: 93.9033, s0.loss_bbox: 0.2389, s0.loss_mask: 0.2485, s1.loss_cls: 0.0858, s1.acc: 94.1590, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1213, s2.loss_cls: 0.0413, s2.acc: 94.1771, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0566, loss: 1.1890 +2025-07-02 10:32:52,052 - mmdet - INFO - Epoch [8][4950/7330] lr: 1.000e-04, eta: 2 days, 10:36:00, time: 0.970, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1869, s0.acc: 93.7085, s0.loss_bbox: 0.2406, s0.loss_mask: 0.2487, s1.loss_cls: 0.0866, s1.acc: 93.9982, s1.loss_bbox: 0.1075, s1.loss_mask: 0.1222, s2.loss_cls: 0.0413, s2.acc: 94.1057, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0568, loss: 1.1981 +2025-07-02 10:33:40,660 - mmdet - INFO - Epoch [8][5000/7330] lr: 1.000e-04, eta: 2 days, 10:34:58, time: 0.972, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1931, s0.acc: 93.5430, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2478, s1.loss_cls: 0.0891, s1.acc: 93.8192, s1.loss_bbox: 0.1092, s1.loss_mask: 0.1213, s2.loss_cls: 0.0425, s2.acc: 93.9810, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0571, loss: 1.2170 +2025-07-02 10:34:28,343 - mmdet - INFO - Epoch [8][5050/7330] lr: 1.000e-04, eta: 2 days, 10:33:52, time: 0.953, data_time: 0.024, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0242, s0.loss_cls: 0.1728, s0.acc: 94.1277, s0.loss_bbox: 0.2316, s0.loss_mask: 0.2374, s1.loss_cls: 0.0801, s1.acc: 94.4470, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1172, s2.loss_cls: 0.0388, s2.acc: 94.4380, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1425 +2025-07-02 10:35:16,512 - mmdet - INFO - Epoch [8][5100/7330] lr: 1.000e-04, eta: 2 days, 10:32:48, time: 0.964, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1960, s0.acc: 93.4189, s0.loss_bbox: 0.2504, s0.loss_mask: 0.2509, s1.loss_cls: 0.0902, s1.acc: 93.8350, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1242, s2.loss_cls: 0.0430, s2.acc: 93.9378, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0580, loss: 1.2353 +2025-07-02 10:36:15,000 - mmdet - INFO - Epoch [8][5150/7330] lr: 1.000e-04, eta: 2 days, 10:32:35, time: 1.170, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1804, s0.acc: 93.9148, s0.loss_bbox: 0.2403, s0.loss_mask: 0.2453, s1.loss_cls: 0.0827, s1.acc: 94.2736, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1206, s2.loss_cls: 0.0398, s2.acc: 94.2575, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0563, loss: 1.1832 +2025-07-02 10:37:13,148 - mmdet - INFO - Epoch [8][5200/7330] lr: 1.000e-04, eta: 2 days, 10:32:21, time: 1.163, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1807, s0.acc: 93.8352, s0.loss_bbox: 0.2365, s0.loss_mask: 0.2426, s1.loss_cls: 0.0844, s1.acc: 94.1051, s1.loss_bbox: 0.1063, s1.loss_mask: 0.1192, s2.loss_cls: 0.0411, s2.acc: 94.1211, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0554, loss: 1.1718 +2025-07-02 10:38:00,928 - mmdet - INFO - Epoch [8][5250/7330] lr: 1.000e-04, eta: 2 days, 10:31:15, time: 0.956, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0430, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1866, s0.acc: 93.7239, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2491, s1.loss_cls: 0.0871, s1.acc: 93.9524, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1220, s2.loss_cls: 0.0415, s2.acc: 94.0068, s2.loss_bbox: 0.0431, s2.loss_mask: 0.0566, loss: 1.2208 +2025-07-02 10:38:49,305 - mmdet - INFO - Epoch [8][5300/7330] lr: 1.000e-04, eta: 2 days, 10:30:12, time: 0.968, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1872, s0.acc: 93.6794, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2381, s1.loss_cls: 0.0869, s1.acc: 93.9456, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1173, s2.loss_cls: 0.0420, s2.acc: 93.9681, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0550, loss: 1.1850 +2025-07-02 10:39:37,730 - mmdet - INFO - Epoch [8][5350/7330] lr: 1.000e-04, eta: 2 days, 10:29:10, time: 0.969, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0371, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1782, s0.acc: 93.9946, s0.loss_bbox: 0.2405, s0.loss_mask: 0.2454, s1.loss_cls: 0.0807, s1.acc: 94.4589, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1203, s2.loss_cls: 0.0393, s2.acc: 94.3991, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.1743 +2025-07-02 10:40:26,513 - mmdet - INFO - Epoch [8][5400/7330] lr: 1.000e-04, eta: 2 days, 10:28:09, time: 0.976, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1961, s0.acc: 93.3904, s0.loss_bbox: 0.2550, s0.loss_mask: 0.2556, s1.loss_cls: 0.0896, s1.acc: 93.7381, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1233, s2.loss_cls: 0.0423, s2.acc: 93.9015, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0572, loss: 1.2440 +2025-07-02 10:41:14,637 - mmdet - INFO - Epoch [8][5450/7330] lr: 1.000e-04, eta: 2 days, 10:27:05, time: 0.963, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1908, s0.acc: 93.6250, s0.loss_bbox: 0.2510, s0.loss_mask: 0.2498, s1.loss_cls: 0.0886, s1.acc: 93.9446, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1216, s2.loss_cls: 0.0422, s2.acc: 93.9732, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0568, loss: 1.2226 +2025-07-02 10:42:02,786 - mmdet - INFO - Epoch [8][5500/7330] lr: 1.000e-04, eta: 2 days, 10:26:01, time: 0.963, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1864, s0.acc: 93.6711, s0.loss_bbox: 0.2486, s0.loss_mask: 0.2538, s1.loss_cls: 0.0873, s1.acc: 93.9287, s1.loss_bbox: 0.1113, s1.loss_mask: 0.1232, s2.loss_cls: 0.0419, s2.acc: 93.9925, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0576, loss: 1.2234 +2025-07-02 10:42:53,852 - mmdet - INFO - Epoch [8][5550/7330] lr: 1.000e-04, eta: 2 days, 10:25:12, time: 1.021, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1895, s0.acc: 93.6985, s0.loss_bbox: 0.2440, s0.loss_mask: 0.2494, s1.loss_cls: 0.0876, s1.acc: 93.9491, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1227, s2.loss_cls: 0.0415, s2.acc: 94.1165, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0573, loss: 1.2126 +2025-07-02 10:44:00,044 - mmdet - INFO - Epoch [8][5600/7330] lr: 1.000e-04, eta: 2 days, 10:25:36, time: 1.324, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0418, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1895, s0.acc: 93.7344, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2490, s1.loss_cls: 0.0869, s1.acc: 94.0313, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1222, s2.loss_cls: 0.0412, s2.acc: 94.1757, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0570, loss: 1.2168 +2025-07-02 10:44:48,522 - mmdet - INFO - Epoch [8][5650/7330] lr: 1.000e-04, eta: 2 days, 10:24:34, time: 0.970, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0376, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1867, s0.acc: 93.7817, s0.loss_bbox: 0.2495, s0.loss_mask: 0.2553, s1.loss_cls: 0.0863, s1.acc: 94.0744, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1243, s2.loss_cls: 0.0413, s2.acc: 94.1308, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0580, loss: 1.2213 +2025-07-02 10:45:36,471 - mmdet - INFO - Epoch [8][5700/7330] lr: 1.000e-04, eta: 2 days, 10:23:29, time: 0.959, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1859, s0.acc: 93.8018, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2471, s1.loss_cls: 0.0844, s1.acc: 94.0787, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1217, s2.loss_cls: 0.0408, s2.acc: 94.1453, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0568, loss: 1.1973 +2025-07-02 10:46:24,051 - mmdet - INFO - Epoch [8][5750/7330] lr: 1.000e-04, eta: 2 days, 10:22:23, time: 0.952, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0423, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1895, s0.acc: 93.7683, s0.loss_bbox: 0.2425, s0.loss_mask: 0.2514, s1.loss_cls: 0.0873, s1.acc: 94.0320, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1221, s2.loss_cls: 0.0415, s2.acc: 94.1776, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0566, loss: 1.2097 +2025-07-02 10:47:12,273 - mmdet - INFO - Epoch [8][5800/7330] lr: 1.000e-04, eta: 2 days, 10:21:19, time: 0.964, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1778, s0.acc: 94.0671, s0.loss_bbox: 0.2364, s0.loss_mask: 0.2496, s1.loss_cls: 0.0817, s1.acc: 94.4452, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1224, s2.loss_cls: 0.0394, s2.acc: 94.4886, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0570, loss: 1.1753 +2025-07-02 10:48:00,416 - mmdet - INFO - Epoch [8][5850/7330] lr: 1.000e-04, eta: 2 days, 10:20:16, time: 0.963, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1871, s0.acc: 93.6584, s0.loss_bbox: 0.2472, s0.loss_mask: 0.2501, s1.loss_cls: 0.0870, s1.acc: 93.9705, s1.loss_bbox: 0.1107, s1.loss_mask: 0.1224, s2.loss_cls: 0.0416, s2.acc: 94.0822, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0574, loss: 1.2136 +2025-07-02 10:48:48,839 - mmdet - INFO - Epoch [8][5900/7330] lr: 1.000e-04, eta: 2 days, 10:19:13, time: 0.969, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1911, s0.acc: 93.6008, s0.loss_bbox: 0.2525, s0.loss_mask: 0.2509, s1.loss_cls: 0.0882, s1.acc: 93.9476, s1.loss_bbox: 0.1111, s1.loss_mask: 0.1236, s2.loss_cls: 0.0422, s2.acc: 94.0724, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0577, loss: 1.2314 +2025-07-02 10:49:36,433 - mmdet - INFO - Epoch [8][5950/7330] lr: 1.000e-04, eta: 2 days, 10:18:07, time: 0.952, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1809, s0.acc: 94.0012, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2478, s1.loss_cls: 0.0827, s1.acc: 94.2781, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1214, s2.loss_cls: 0.0394, s2.acc: 94.4138, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0569, loss: 1.1847 +2025-07-02 10:50:44,522 - mmdet - INFO - Epoch [8][6000/7330] lr: 1.000e-04, eta: 2 days, 10:18:40, time: 1.362, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1799, s0.acc: 94.0068, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2454, s1.loss_cls: 0.0822, s1.acc: 94.3000, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1203, s2.loss_cls: 0.0388, s2.acc: 94.4844, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0564, loss: 1.1720 +2025-07-02 10:51:32,524 - mmdet - INFO - Epoch [8][6050/7330] lr: 1.000e-04, eta: 2 days, 10:17:36, time: 0.960, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1897, s0.acc: 93.7017, s0.loss_bbox: 0.2420, s0.loss_mask: 0.2448, s1.loss_cls: 0.0872, s1.acc: 94.0679, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1203, s2.loss_cls: 0.0420, s2.acc: 94.0855, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0563, loss: 1.2015 +2025-07-02 10:52:20,607 - mmdet - INFO - Epoch [8][6100/7330] lr: 1.000e-04, eta: 2 days, 10:16:32, time: 0.962, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0413, loss_rpn_bbox: 0.0282, s0.loss_cls: 0.1964, s0.acc: 93.4131, s0.loss_bbox: 0.2531, s0.loss_mask: 0.2531, s1.loss_cls: 0.0890, s1.acc: 93.8146, s1.loss_bbox: 0.1123, s1.loss_mask: 0.1246, s2.loss_cls: 0.0424, s2.acc: 93.9677, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0578, loss: 1.2425 +2025-07-02 10:53:08,546 - mmdet - INFO - Epoch [8][6150/7330] lr: 1.000e-04, eta: 2 days, 10:15:27, time: 0.958, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1786, s0.acc: 93.8879, s0.loss_bbox: 0.2355, s0.loss_mask: 0.2459, s1.loss_cls: 0.0826, s1.acc: 94.1093, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1202, s2.loss_cls: 0.0398, s2.acc: 94.2109, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0562, loss: 1.1737 +2025-07-02 10:53:56,782 - mmdet - INFO - Epoch [8][6200/7330] lr: 1.000e-04, eta: 2 days, 10:14:24, time: 0.965, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0393, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1924, s0.acc: 93.5547, s0.loss_bbox: 0.2479, s0.loss_mask: 0.2457, s1.loss_cls: 0.0894, s1.acc: 93.7880, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1206, s2.loss_cls: 0.0425, s2.acc: 93.9196, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0567, loss: 1.2158 +2025-07-02 10:54:45,370 - mmdet - INFO - Epoch [8][6250/7330] lr: 1.000e-04, eta: 2 days, 10:13:22, time: 0.972, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0294, s0.loss_cls: 0.1968, s0.acc: 93.3398, s0.loss_bbox: 0.2582, s0.loss_mask: 0.2513, s1.loss_cls: 0.0906, s1.acc: 93.7453, s1.loss_bbox: 0.1141, s1.loss_mask: 0.1225, s2.loss_cls: 0.0435, s2.acc: 93.7996, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0569, loss: 1.2503 +2025-07-02 10:55:33,105 - mmdet - INFO - Epoch [8][6300/7330] lr: 1.000e-04, eta: 2 days, 10:12:17, time: 0.955, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1766, s0.acc: 94.0156, s0.loss_bbox: 0.2323, s0.loss_mask: 0.2444, s1.loss_cls: 0.0807, s1.acc: 94.4018, s1.loss_bbox: 0.1047, s1.loss_mask: 0.1200, s2.loss_cls: 0.0388, s2.acc: 94.4172, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0565, loss: 1.1630 +2025-07-02 10:56:21,409 - mmdet - INFO - Epoch [8][6350/7330] lr: 1.000e-04, eta: 2 days, 10:11:14, time: 0.966, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1863, s0.acc: 93.7000, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2486, s1.loss_cls: 0.0872, s1.acc: 93.9435, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1216, s2.loss_cls: 0.0417, s2.acc: 94.0461, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0569, loss: 1.2051 +2025-07-02 10:57:28,578 - mmdet - INFO - Epoch [8][6400/7330] lr: 1.000e-04, eta: 2 days, 10:11:42, time: 1.343, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1833, s0.acc: 94.0344, s0.loss_bbox: 0.2368, s0.loss_mask: 0.2505, s1.loss_cls: 0.0850, s1.acc: 94.3110, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1212, s2.loss_cls: 0.0404, s2.acc: 94.3751, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0568, loss: 1.1872 +2025-07-02 10:58:21,939 - mmdet - INFO - Epoch [8][6450/7330] lr: 1.000e-04, eta: 2 days, 10:11:03, time: 1.067, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1878, s0.acc: 93.6692, s0.loss_bbox: 0.2489, s0.loss_mask: 0.2566, s1.loss_cls: 0.0866, s1.acc: 93.9207, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1250, s2.loss_cls: 0.0413, s2.acc: 94.1155, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0586, loss: 1.2272 +2025-07-02 10:59:10,751 - mmdet - INFO - Epoch [8][6500/7330] lr: 1.000e-04, eta: 2 days, 10:10:03, time: 0.976, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1870, s0.acc: 93.6636, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2439, s1.loss_cls: 0.0862, s1.acc: 93.9508, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1194, s2.loss_cls: 0.0416, s2.acc: 93.9673, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0559, loss: 1.1996 +2025-07-02 10:59:58,884 - mmdet - INFO - Epoch [8][6550/7330] lr: 1.000e-04, eta: 2 days, 10:08:59, time: 0.963, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0405, loss_rpn_bbox: 0.0300, s0.loss_cls: 0.1911, s0.acc: 93.5940, s0.loss_bbox: 0.2481, s0.loss_mask: 0.2536, s1.loss_cls: 0.0884, s1.acc: 93.9121, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1233, s2.loss_cls: 0.0427, s2.acc: 94.0183, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0577, loss: 1.2279 +2025-07-02 11:00:47,003 - mmdet - INFO - Epoch [8][6600/7330] lr: 1.000e-04, eta: 2 days, 10:07:56, time: 0.962, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0374, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1852, s0.acc: 93.7576, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2457, s1.loss_cls: 0.0861, s1.acc: 94.0201, s1.loss_bbox: 0.1078, s1.loss_mask: 0.1210, s2.loss_cls: 0.0411, s2.acc: 94.1338, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0568, loss: 1.1911 +2025-07-02 11:01:35,890 - mmdet - INFO - Epoch [8][6650/7330] lr: 1.000e-04, eta: 2 days, 10:06:56, time: 0.978, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1870, s0.acc: 93.6467, s0.loss_bbox: 0.2509, s0.loss_mask: 0.2523, s1.loss_cls: 0.0871, s1.acc: 93.8790, s1.loss_bbox: 0.1112, s1.loss_mask: 0.1233, s2.loss_cls: 0.0414, s2.acc: 93.9743, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0573, loss: 1.2220 +2025-07-02 11:02:23,362 - mmdet - INFO - Epoch [8][6700/7330] lr: 1.000e-04, eta: 2 days, 10:05:49, time: 0.949, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0251, s0.loss_cls: 0.1858, s0.acc: 93.7598, s0.loss_bbox: 0.2410, s0.loss_mask: 0.2469, s1.loss_cls: 0.0848, s1.acc: 94.1621, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1217, s2.loss_cls: 0.0402, s2.acc: 94.2948, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0570, loss: 1.1897 +2025-07-02 11:03:11,439 - mmdet - INFO - Epoch [8][6750/7330] lr: 1.000e-04, eta: 2 days, 10:04:46, time: 0.962, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0269, s0.loss_cls: 0.1835, s0.acc: 93.7759, s0.loss_bbox: 0.2431, s0.loss_mask: 0.2497, s1.loss_cls: 0.0846, s1.acc: 94.1314, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1227, s2.loss_cls: 0.0411, s2.acc: 94.1929, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0574, loss: 1.1999 +2025-07-02 11:04:07,934 - mmdet - INFO - Epoch [8][6800/7330] lr: 1.000e-04, eta: 2 days, 10:04:22, time: 1.129, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0383, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1845, s0.acc: 93.7461, s0.loss_bbox: 0.2475, s0.loss_mask: 0.2464, s1.loss_cls: 0.0856, s1.acc: 94.0283, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1200, s2.loss_cls: 0.0412, s2.acc: 94.0820, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0558, loss: 1.1994 +2025-07-02 11:05:11,207 - mmdet - INFO - Epoch [8][6850/7330] lr: 1.000e-04, eta: 2 days, 10:04:30, time: 1.266, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1788, s0.acc: 93.9470, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2457, s1.loss_cls: 0.0834, s1.acc: 94.2506, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1203, s2.loss_cls: 0.0406, s2.acc: 94.2363, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0563, loss: 1.1757 +2025-07-02 11:05:59,380 - mmdet - INFO - Epoch [8][6900/7330] lr: 1.000e-04, eta: 2 days, 10:03:27, time: 0.963, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1880, s0.acc: 93.6057, s0.loss_bbox: 0.2477, s0.loss_mask: 0.2450, s1.loss_cls: 0.0870, s1.acc: 93.9104, s1.loss_bbox: 0.1102, s1.loss_mask: 0.1223, s2.loss_cls: 0.0420, s2.acc: 93.9132, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0571, loss: 1.2097 +2025-07-02 11:06:47,836 - mmdet - INFO - Epoch [8][6950/7330] lr: 1.000e-04, eta: 2 days, 10:02:25, time: 0.969, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1913, s0.acc: 93.5222, s0.loss_bbox: 0.2490, s0.loss_mask: 0.2462, s1.loss_cls: 0.0888, s1.acc: 93.9335, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1220, s2.loss_cls: 0.0425, s2.acc: 93.9423, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0569, loss: 1.2223 +2025-07-02 11:07:35,808 - mmdet - INFO - Epoch [8][7000/7330] lr: 1.000e-04, eta: 2 days, 10:01:20, time: 0.959, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1862, s0.acc: 93.8423, s0.loss_bbox: 0.2415, s0.loss_mask: 0.2487, s1.loss_cls: 0.0851, s1.acc: 94.2193, s1.loss_bbox: 0.1085, s1.loss_mask: 0.1223, s2.loss_cls: 0.0411, s2.acc: 94.2027, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0575, loss: 1.2004 +2025-07-02 11:08:23,333 - mmdet - INFO - Epoch [8][7050/7330] lr: 1.000e-04, eta: 2 days, 10:00:14, time: 0.951, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0290, s0.loss_cls: 0.1845, s0.acc: 93.8433, s0.loss_bbox: 0.2400, s0.loss_mask: 0.2488, s1.loss_cls: 0.0845, s1.acc: 94.2022, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1222, s2.loss_cls: 0.0404, s2.acc: 94.2974, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0575, loss: 1.1963 +2025-07-02 11:09:11,877 - mmdet - INFO - Epoch [8][7100/7330] lr: 1.000e-04, eta: 2 days, 9:59:13, time: 0.971, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1833, s0.acc: 93.8796, s0.loss_bbox: 0.2380, s0.loss_mask: 0.2468, s1.loss_cls: 0.0843, s1.acc: 94.1854, s1.loss_bbox: 0.1065, s1.loss_mask: 0.1216, s2.loss_cls: 0.0401, s2.acc: 94.2938, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0570, loss: 1.1893 +2025-07-02 11:09:59,688 - mmdet - INFO - Epoch [8][7150/7330] lr: 1.000e-04, eta: 2 days, 9:58:08, time: 0.956, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1892, s0.acc: 93.6438, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2458, s1.loss_cls: 0.0870, s1.acc: 94.0157, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1209, s2.loss_cls: 0.0417, s2.acc: 94.0446, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0567, loss: 1.2083 +2025-07-02 11:10:47,647 - mmdet - INFO - Epoch [8][7200/7330] lr: 1.000e-04, eta: 2 days, 9:57:04, time: 0.959, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1842, s0.acc: 93.8972, s0.loss_bbox: 0.2379, s0.loss_mask: 0.2448, s1.loss_cls: 0.0849, s1.acc: 94.1768, s1.loss_bbox: 0.1071, s1.loss_mask: 0.1209, s2.loss_cls: 0.0414, s2.acc: 94.2439, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0572, loss: 1.1892 +2025-07-02 11:11:55,992 - mmdet - INFO - Epoch [8][7250/7330] lr: 1.000e-04, eta: 2 days, 9:57:35, time: 1.366, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0388, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1776, s0.acc: 94.0098, s0.loss_bbox: 0.2376, s0.loss_mask: 0.2471, s1.loss_cls: 0.0819, s1.acc: 94.2580, s1.loss_bbox: 0.1058, s1.loss_mask: 0.1207, s2.loss_cls: 0.0397, s2.acc: 94.1755, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0565, loss: 1.1754 +2025-07-02 11:12:45,505 - mmdet - INFO - Epoch [8][7300/7330] lr: 1.000e-04, eta: 2 days, 9:56:38, time: 0.991, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0403, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1899, s0.acc: 93.5466, s0.loss_bbox: 0.2508, s0.loss_mask: 0.2554, s1.loss_cls: 0.0877, s1.acc: 93.8666, s1.loss_bbox: 0.1120, s1.loss_mask: 0.1255, s2.loss_cls: 0.0425, s2.acc: 93.8973, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0586, loss: 1.2346 +2025-07-02 11:13:22,921 - mmdet - INFO - Saving checkpoint at 8 epochs +2025-07-02 11:16:36,350 - mmdet - INFO - Evaluating bbox... +2025-07-02 11:17:11,319 - mmdet - INFO - Evaluating segm... +2025-07-02 11:17:45,627 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py +2025-07-02 11:17:45,627 - mmdet - INFO - Epoch(val) [8][7330] bbox_mAP: 0.4140, bbox_mAP_50: 0.5920, bbox_mAP_75: 0.4500, bbox_mAP_s: 0.2610, bbox_mAP_m: 0.4450, bbox_mAP_l: 0.5440, bbox_mAP_copypaste: 0.414 0.592 0.450 0.261 0.445 0.544, segm_mAP: 0.3580, segm_mAP_50: 0.5620, segm_mAP_75: 0.3800, segm_mAP_s: 0.2120, segm_mAP_m: 0.3900, segm_mAP_l: 0.4870, segm_mAP_copypaste: 0.358 0.562 0.380 0.212 0.390 0.487 +2025-07-02 11:19:54,859 - mmdet - INFO - Epoch [9][50/7330] lr: 1.000e-04, eta: 2 days, 9:59:00, time: 2.584, data_time: 1.571, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1833, s0.acc: 93.8872, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2493, s1.loss_cls: 0.0838, s1.acc: 94.2003, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1225, s2.loss_cls: 0.0398, s2.acc: 94.3666, s2.loss_bbox: 0.0400, s2.loss_mask: 0.0574, loss: 1.1867 +2025-07-02 11:20:47,691 - mmdet - INFO - Epoch [9][100/7330] lr: 1.000e-04, eta: 2 days, 9:58:19, time: 1.057, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0425, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1883, s0.acc: 93.5605, s0.loss_bbox: 0.2532, s0.loss_mask: 0.2482, s1.loss_cls: 0.0864, s1.acc: 93.9338, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1215, s2.loss_cls: 0.0411, s2.acc: 94.0239, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0566, loss: 1.2214 +2025-07-02 11:21:39,937 - mmdet - INFO - Epoch [9][150/7330] lr: 1.000e-04, eta: 2 days, 9:57:34, time: 1.045, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0409, loss_rpn_bbox: 0.0296, s0.loss_cls: 0.1822, s0.acc: 93.7341, s0.loss_bbox: 0.2463, s0.loss_mask: 0.2450, s1.loss_cls: 0.0847, s1.acc: 94.0221, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1200, s2.loss_cls: 0.0405, s2.acc: 94.0771, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0562, loss: 1.1967 +2025-07-02 11:22:32,493 - mmdet - INFO - Epoch [9][200/7330] lr: 1.000e-04, eta: 2 days, 9:56:51, time: 1.051, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0414, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1868, s0.acc: 93.6687, s0.loss_bbox: 0.2416, s0.loss_mask: 0.2475, s1.loss_cls: 0.0865, s1.acc: 94.0495, s1.loss_bbox: 0.1079, s1.loss_mask: 0.1219, s2.loss_cls: 0.0414, s2.acc: 94.1653, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0573, loss: 1.2030 +2025-07-02 11:23:38,680 - mmdet - INFO - Epoch [9][250/7330] lr: 1.000e-04, eta: 2 days, 9:57:11, time: 1.323, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1825, s0.acc: 93.9871, s0.loss_bbox: 0.2333, s0.loss_mask: 0.2467, s1.loss_cls: 0.0825, s1.acc: 94.4399, s1.loss_bbox: 0.1043, s1.loss_mask: 0.1216, s2.loss_cls: 0.0399, s2.acc: 94.5099, s2.loss_bbox: 0.0401, s2.loss_mask: 0.0567, loss: 1.1736 +2025-07-02 11:24:32,267 - mmdet - INFO - Epoch [9][300/7330] lr: 1.000e-04, eta: 2 days, 9:56:33, time: 1.072, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0380, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1848, s0.acc: 93.7751, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2434, s1.loss_cls: 0.0843, s1.acc: 94.1384, s1.loss_bbox: 0.1067, s1.loss_mask: 0.1190, s2.loss_cls: 0.0402, s2.acc: 94.3353, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0558, loss: 1.1801 +2025-07-02 11:25:22,599 - mmdet - INFO - Epoch [9][350/7330] lr: 1.000e-04, eta: 2 days, 9:55:39, time: 1.007, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1897, s0.acc: 93.5601, s0.loss_bbox: 0.2485, s0.loss_mask: 0.2558, s1.loss_cls: 0.0881, s1.acc: 93.8986, s1.loss_bbox: 0.1082, s1.loss_mask: 0.1239, s2.loss_cls: 0.0415, s2.acc: 94.0545, s2.loss_bbox: 0.0412, s2.loss_mask: 0.0576, loss: 1.2248 +2025-07-02 11:26:12,587 - mmdet - INFO - Epoch [9][400/7330] lr: 1.000e-04, eta: 2 days, 9:54:44, time: 0.999, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0253, s0.loss_cls: 0.1736, s0.acc: 94.1150, s0.loss_bbox: 0.2327, s0.loss_mask: 0.2481, s1.loss_cls: 0.0794, s1.acc: 94.4696, s1.loss_bbox: 0.1032, s1.loss_mask: 0.1221, s2.loss_cls: 0.0387, s2.acc: 94.4416, s2.loss_bbox: 0.0403, s2.loss_mask: 0.0570, loss: 1.1580 +2025-07-02 11:27:05,612 - mmdet - INFO - Epoch [9][450/7330] lr: 1.000e-04, eta: 2 days, 9:54:03, time: 1.061, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1768, s0.acc: 93.9949, s0.loss_bbox: 0.2371, s0.loss_mask: 0.2398, s1.loss_cls: 0.0817, s1.acc: 94.2437, s1.loss_bbox: 0.1060, s1.loss_mask: 0.1187, s2.loss_cls: 0.0391, s2.acc: 94.3785, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0557, loss: 1.1654 +2025-07-02 11:27:55,375 - mmdet - INFO - Epoch [9][500/7330] lr: 1.000e-04, eta: 2 days, 9:53:07, time: 0.995, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0366, loss_rpn_bbox: 0.0264, s0.loss_cls: 0.1775, s0.acc: 94.0286, s0.loss_bbox: 0.2343, s0.loss_mask: 0.2435, s1.loss_cls: 0.0811, s1.acc: 94.4406, s1.loss_bbox: 0.1056, s1.loss_mask: 0.1201, s2.loss_cls: 0.0386, s2.acc: 94.4677, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0560, loss: 1.1614 +2025-07-02 11:28:44,883 - mmdet - INFO - Epoch [9][550/7330] lr: 1.000e-04, eta: 2 days, 9:52:10, time: 0.990, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1817, s0.acc: 93.7729, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2452, s1.loss_cls: 0.0847, s1.acc: 94.1128, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1208, s2.loss_cls: 0.0402, s2.acc: 94.2692, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0559, loss: 1.1839 +2025-07-02 11:29:34,671 - mmdet - INFO - Epoch [9][600/7330] lr: 1.000e-04, eta: 2 days, 9:51:14, time: 0.996, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0270, s0.loss_cls: 0.1920, s0.acc: 93.4856, s0.loss_bbox: 0.2506, s0.loss_mask: 0.2495, s1.loss_cls: 0.0897, s1.acc: 93.7680, s1.loss_bbox: 0.1114, s1.loss_mask: 0.1217, s2.loss_cls: 0.0420, s2.acc: 93.9407, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0568, loss: 1.2264 +2025-07-02 11:30:35,173 - mmdet - INFO - Epoch [9][650/7330] lr: 1.000e-04, eta: 2 days, 9:51:07, time: 1.210, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0424, loss_rpn_bbox: 0.0295, s0.loss_cls: 0.2004, s0.acc: 93.0862, s0.loss_bbox: 0.2616, s0.loss_mask: 0.2512, s1.loss_cls: 0.0935, s1.acc: 93.3727, s1.loss_bbox: 0.1145, s1.loss_mask: 0.1232, s2.loss_cls: 0.0443, s2.acc: 93.6189, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0576, loss: 1.2629 +2025-07-02 11:31:34,000 - mmdet - INFO - Epoch [9][700/7330] lr: 1.000e-04, eta: 2 days, 9:50:53, time: 1.176, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0398, loss_rpn_bbox: 0.0279, s0.loss_cls: 0.1845, s0.acc: 93.7207, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2489, s1.loss_cls: 0.0851, s1.acc: 94.0315, s1.loss_bbox: 0.1109, s1.loss_mask: 0.1212, s2.loss_cls: 0.0412, s2.acc: 94.0209, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0563, loss: 1.2094 +2025-07-02 11:32:23,973 - mmdet - INFO - Epoch [9][750/7330] lr: 1.000e-04, eta: 2 days, 9:49:57, time: 1.000, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0364, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1800, s0.acc: 93.8374, s0.loss_bbox: 0.2436, s0.loss_mask: 0.2446, s1.loss_cls: 0.0830, s1.acc: 94.0883, s1.loss_bbox: 0.1096, s1.loss_mask: 0.1208, s2.loss_cls: 0.0396, s2.acc: 94.2819, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0563, loss: 1.1848 +2025-07-02 11:33:13,458 - mmdet - INFO - Epoch [9][800/7330] lr: 1.000e-04, eta: 2 days, 9:49:00, time: 0.990, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0421, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1904, s0.acc: 93.5576, s0.loss_bbox: 0.2457, s0.loss_mask: 0.2429, s1.loss_cls: 0.0877, s1.acc: 93.9320, s1.loss_bbox: 0.1097, s1.loss_mask: 0.1194, s2.loss_cls: 0.0418, s2.acc: 94.0194, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0556, loss: 1.2065 +2025-07-02 11:34:05,221 - mmdet - INFO - Epoch [9][850/7330] lr: 1.000e-04, eta: 2 days, 9:48:13, time: 1.035, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0357, loss_rpn_bbox: 0.0275, s0.loss_cls: 0.1767, s0.acc: 94.0352, s0.loss_bbox: 0.2340, s0.loss_mask: 0.2438, s1.loss_cls: 0.0806, s1.acc: 94.4293, s1.loss_bbox: 0.1046, s1.loss_mask: 0.1195, s2.loss_cls: 0.0384, s2.acc: 94.5609, s2.loss_bbox: 0.0406, s2.loss_mask: 0.0559, loss: 1.1585 +2025-07-02 11:34:55,037 - mmdet - INFO - Epoch [9][900/7330] lr: 1.000e-04, eta: 2 days, 9:47:17, time: 0.997, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0396, loss_rpn_bbox: 0.0257, s0.loss_cls: 0.1891, s0.acc: 93.6113, s0.loss_bbox: 0.2478, s0.loss_mask: 0.2529, s1.loss_cls: 0.0880, s1.acc: 93.8862, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1250, s2.loss_cls: 0.0422, s2.acc: 93.9470, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0579, loss: 1.2212 +2025-07-02 11:35:44,723 - mmdet - INFO - Epoch [9][950/7330] lr: 1.000e-04, eta: 2 days, 9:46:21, time: 0.994, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0410, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1854, s0.acc: 93.7634, s0.loss_bbox: 0.2432, s0.loss_mask: 0.2489, s1.loss_cls: 0.0848, s1.acc: 94.1175, s1.loss_bbox: 0.1074, s1.loss_mask: 0.1223, s2.loss_cls: 0.0409, s2.acc: 94.1963, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0570, loss: 1.2001 +2025-07-02 11:36:34,293 - mmdet - INFO - Epoch [9][1000/7330] lr: 1.000e-04, eta: 2 days, 9:45:24, time: 0.991, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0422, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1913, s0.acc: 93.4446, s0.loss_bbox: 0.2537, s0.loss_mask: 0.2525, s1.loss_cls: 0.0883, s1.acc: 93.7681, s1.loss_bbox: 0.1132, s1.loss_mask: 0.1227, s2.loss_cls: 0.0422, s2.acc: 93.8698, s2.loss_bbox: 0.0439, s2.loss_mask: 0.0575, loss: 1.2374 +2025-07-02 11:37:27,350 - mmdet - INFO - Epoch [9][1050/7330] lr: 1.000e-04, eta: 2 days, 9:44:43, time: 1.062, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0391, loss_rpn_bbox: 0.0285, s0.loss_cls: 0.1924, s0.acc: 93.6265, s0.loss_bbox: 0.2540, s0.loss_mask: 0.2522, s1.loss_cls: 0.0880, s1.acc: 93.9781, s1.loss_bbox: 0.1126, s1.loss_mask: 0.1238, s2.loss_cls: 0.0420, s2.acc: 94.1399, s2.loss_bbox: 0.0430, s2.loss_mask: 0.0578, loss: 1.2346 +2025-07-02 11:38:32,324 - mmdet - INFO - Epoch [9][1100/7330] lr: 1.000e-04, eta: 2 days, 9:44:55, time: 1.299, data_time: 0.031, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0378, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1972, s0.acc: 93.4407, s0.loss_bbox: 0.2533, s0.loss_mask: 0.2497, s1.loss_cls: 0.0895, s1.acc: 93.8578, s1.loss_bbox: 0.1119, s1.loss_mask: 0.1222, s2.loss_cls: 0.0435, s2.acc: 93.9578, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0571, loss: 1.2345 +2025-07-02 11:39:22,117 - mmdet - INFO - Epoch [9][1150/7330] lr: 1.000e-04, eta: 2 days, 9:43:59, time: 0.996, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0284, s0.loss_cls: 0.1871, s0.acc: 93.6663, s0.loss_bbox: 0.2445, s0.loss_mask: 0.2474, s1.loss_cls: 0.0861, s1.acc: 93.9448, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1223, s2.loss_cls: 0.0412, s2.acc: 94.0798, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0570, loss: 1.2067 +2025-07-02 11:40:11,355 - mmdet - INFO - Epoch [9][1200/7330] lr: 1.000e-04, eta: 2 days, 9:43:01, time: 0.985, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0265, s0.loss_cls: 0.1822, s0.acc: 93.9978, s0.loss_bbox: 0.2348, s0.loss_mask: 0.2466, s1.loss_cls: 0.0832, s1.acc: 94.3526, s1.loss_bbox: 0.1041, s1.loss_mask: 0.1218, s2.loss_cls: 0.0397, s2.acc: 94.3989, s2.loss_bbox: 0.0404, s2.loss_mask: 0.0568, loss: 1.1757 +2025-07-02 11:41:04,365 - mmdet - INFO - Epoch [9][1250/7330] lr: 1.000e-04, eta: 2 days, 9:42:19, time: 1.060, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0389, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1842, s0.acc: 93.7766, s0.loss_bbox: 0.2381, s0.loss_mask: 0.2432, s1.loss_cls: 0.0847, s1.acc: 94.0992, s1.loss_bbox: 0.1068, s1.loss_mask: 0.1202, s2.loss_cls: 0.0407, s2.acc: 94.1389, s2.loss_bbox: 0.0411, s2.loss_mask: 0.0566, loss: 1.1824 +2025-07-02 11:41:53,000 - mmdet - INFO - Epoch [9][1300/7330] lr: 1.000e-04, eta: 2 days, 9:41:18, time: 0.973, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0341, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1796, s0.acc: 94.0532, s0.loss_bbox: 0.2319, s0.loss_mask: 0.2402, s1.loss_cls: 0.0820, s1.acc: 94.3444, s1.loss_bbox: 0.1044, s1.loss_mask: 0.1188, s2.loss_cls: 0.0392, s2.acc: 94.3784, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0558, loss: 1.1525 +2025-07-02 11:42:42,407 - mmdet - INFO - Epoch [9][1350/7330] lr: 1.000e-04, eta: 2 days, 9:40:20, time: 0.988, data_time: 0.037, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0292, s0.loss_cls: 0.1915, s0.acc: 93.6519, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2459, s1.loss_cls: 0.0882, s1.acc: 93.9214, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1209, s2.loss_cls: 0.0422, s2.acc: 93.9681, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0570, loss: 1.2124 +2025-07-02 11:43:31,269 - mmdet - INFO - Epoch [9][1400/7330] lr: 1.000e-04, eta: 2 days, 9:39:20, time: 0.977, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1776, s0.acc: 94.0232, s0.loss_bbox: 0.2392, s0.loss_mask: 0.2391, s1.loss_cls: 0.0800, s1.acc: 94.4325, s1.loss_bbox: 0.1066, s1.loss_mask: 0.1169, s2.loss_cls: 0.0386, s2.acc: 94.4301, s2.loss_bbox: 0.0414, s2.loss_mask: 0.0541, loss: 1.1580 +2025-07-02 11:44:20,252 - mmdet - INFO - Epoch [9][1450/7330] lr: 1.000e-04, eta: 2 days, 9:38:21, time: 0.980, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0419, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1879, s0.acc: 93.7534, s0.loss_bbox: 0.2402, s0.loss_mask: 0.2452, s1.loss_cls: 0.0857, s1.acc: 94.1160, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1214, s2.loss_cls: 0.0410, s2.acc: 94.2254, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0569, loss: 1.1987 +2025-07-02 11:45:24,618 - mmdet - INFO - Epoch [9][1500/7330] lr: 1.000e-04, eta: 2 days, 9:38:30, time: 1.287, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0399, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1857, s0.acc: 93.6716, s0.loss_bbox: 0.2491, s0.loss_mask: 0.2508, s1.loss_cls: 0.0848, s1.acc: 94.0504, s1.loss_bbox: 0.1121, s1.loss_mask: 0.1226, s2.loss_cls: 0.0409, s2.acc: 94.0351, s2.loss_bbox: 0.0436, s2.loss_mask: 0.0570, loss: 1.2151 +2025-07-02 11:46:17,181 - mmdet - INFO - Epoch [9][1550/7330] lr: 1.000e-04, eta: 2 days, 9:37:46, time: 1.051, data_time: 0.038, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0379, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1862, s0.acc: 93.6858, s0.loss_bbox: 0.2453, s0.loss_mask: 0.2452, s1.loss_cls: 0.0850, s1.acc: 94.0771, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1207, s2.loss_cls: 0.0408, s2.acc: 94.1057, s2.loss_bbox: 0.0428, s2.loss_mask: 0.0570, loss: 1.1998 +2025-07-02 11:47:05,908 - mmdet - INFO - Epoch [9][1600/7330] lr: 1.000e-04, eta: 2 days, 9:36:46, time: 0.975, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1847, s0.acc: 93.7588, s0.loss_bbox: 0.2390, s0.loss_mask: 0.2462, s1.loss_cls: 0.0853, s1.acc: 94.0652, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1218, s2.loss_cls: 0.0410, s2.acc: 94.1217, s2.loss_bbox: 0.0408, s2.loss_mask: 0.0568, loss: 1.1875 +2025-07-02 11:47:54,652 - mmdet - INFO - Epoch [9][1650/7330] lr: 1.000e-04, eta: 2 days, 9:35:45, time: 0.975, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1828, s0.acc: 93.8240, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2394, s1.loss_cls: 0.0834, s1.acc: 94.2147, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1177, s2.loss_cls: 0.0402, s2.acc: 94.2170, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0545, loss: 1.1890 +2025-07-02 11:48:47,565 - mmdet - INFO - Epoch [9][1700/7330] lr: 1.000e-04, eta: 2 days, 9:35:03, time: 1.058, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1949, s0.acc: 93.3999, s0.loss_bbox: 0.2546, s0.loss_mask: 0.2484, s1.loss_cls: 0.0900, s1.acc: 93.7098, s1.loss_bbox: 0.1144, s1.loss_mask: 0.1219, s2.loss_cls: 0.0433, s2.acc: 93.7659, s2.loss_bbox: 0.0440, s2.loss_mask: 0.0569, loss: 1.2366 +2025-07-02 11:49:36,402 - mmdet - INFO - Epoch [9][1750/7330] lr: 1.000e-04, eta: 2 days, 9:34:03, time: 0.977, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0260, s0.loss_cls: 0.1877, s0.acc: 93.7402, s0.loss_bbox: 0.2424, s0.loss_mask: 0.2430, s1.loss_cls: 0.0857, s1.acc: 94.1067, s1.loss_bbox: 0.1090, s1.loss_mask: 0.1189, s2.loss_cls: 0.0411, s2.acc: 94.1870, s2.loss_bbox: 0.0424, s2.loss_mask: 0.0562, loss: 1.1929 +2025-07-02 11:50:23,925 - mmdet - INFO - Epoch [9][1800/7330] lr: 1.000e-04, eta: 2 days, 9:32:57, time: 0.950, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0363, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1720, s0.acc: 94.2466, s0.loss_bbox: 0.2240, s0.loss_mask: 0.2442, s1.loss_cls: 0.0785, s1.acc: 94.5825, s1.loss_bbox: 0.1011, s1.loss_mask: 0.1194, s2.loss_cls: 0.0377, s2.acc: 94.6711, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0560, loss: 1.1358 +2025-07-02 11:51:13,028 - mmdet - INFO - Epoch [9][1850/7330] lr: 1.000e-04, eta: 2 days, 9:31:58, time: 0.982, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0280, s0.loss_cls: 0.1890, s0.acc: 93.6589, s0.loss_bbox: 0.2467, s0.loss_mask: 0.2484, s1.loss_cls: 0.0865, s1.acc: 93.9808, s1.loss_bbox: 0.1101, s1.loss_mask: 0.1216, s2.loss_cls: 0.0416, s2.acc: 94.0023, s2.loss_bbox: 0.0426, s2.loss_mask: 0.0572, loss: 1.2114 +2025-07-02 11:52:14,425 - mmdet - INFO - Epoch [9][1900/7330] lr: 1.000e-04, eta: 2 days, 9:31:53, time: 1.228, data_time: 0.035, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0420, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1855, s0.acc: 93.7300, s0.loss_bbox: 0.2459, s0.loss_mask: 0.2426, s1.loss_cls: 0.0838, s1.acc: 94.1246, s1.loss_bbox: 0.1087, s1.loss_mask: 0.1196, s2.loss_cls: 0.0400, s2.acc: 94.2965, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0563, loss: 1.1960 +2025-07-02 11:53:09,339 - mmdet - INFO - Epoch [9][1950/7330] lr: 1.000e-04, eta: 2 days, 9:31:20, time: 1.098, data_time: 0.034, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1780, s0.acc: 93.9905, s0.loss_bbox: 0.2345, s0.loss_mask: 0.2397, s1.loss_cls: 0.0813, s1.acc: 94.3533, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1194, s2.loss_cls: 0.0387, s2.acc: 94.4751, s2.loss_bbox: 0.0413, s2.loss_mask: 0.0564, loss: 1.1628 +2025-07-02 11:53:57,944 - mmdet - INFO - Epoch [9][2000/7330] lr: 1.000e-04, eta: 2 days, 9:30:19, time: 0.972, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0354, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1782, s0.acc: 93.9170, s0.loss_bbox: 0.2388, s0.loss_mask: 0.2467, s1.loss_cls: 0.0829, s1.acc: 94.2253, s1.loss_bbox: 0.1089, s1.loss_mask: 0.1193, s2.loss_cls: 0.0397, s2.acc: 94.2965, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0560, loss: 1.1753 +2025-07-02 11:54:46,850 - mmdet - INFO - Epoch [9][2050/7330] lr: 1.000e-04, eta: 2 days, 9:29:19, time: 0.978, data_time: 0.033, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1831, s0.acc: 93.7925, s0.loss_bbox: 0.2401, s0.loss_mask: 0.2416, s1.loss_cls: 0.0853, s1.acc: 94.0134, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1182, s2.loss_cls: 0.0406, s2.acc: 94.1387, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0553, loss: 1.1807 +2025-07-02 11:55:38,671 - mmdet - INFO - Epoch [9][2100/7330] lr: 1.000e-04, eta: 2 days, 9:28:32, time: 1.036, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1823, s0.acc: 93.8911, s0.loss_bbox: 0.2361, s0.loss_mask: 0.2417, s1.loss_cls: 0.0841, s1.acc: 94.1967, s1.loss_bbox: 0.1069, s1.loss_mask: 0.1173, s2.loss_cls: 0.0402, s2.acc: 94.2979, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0547, loss: 1.1679 +2025-07-02 11:56:27,557 - mmdet - INFO - Epoch [9][2150/7330] lr: 1.000e-04, eta: 2 days, 9:27:32, time: 0.978, data_time: 0.038, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0401, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1872, s0.acc: 93.7563, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2466, s1.loss_cls: 0.0866, s1.acc: 93.9928, s1.loss_bbox: 0.1088, s1.loss_mask: 0.1212, s2.loss_cls: 0.0412, s2.acc: 94.1167, s2.loss_bbox: 0.0416, s2.loss_mask: 0.0564, loss: 1.2040 +2025-07-02 11:57:16,038 - mmdet - INFO - Epoch [9][2200/7330] lr: 1.000e-04, eta: 2 days, 9:26:30, time: 0.970, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0400, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1900, s0.acc: 93.6365, s0.loss_bbox: 0.2412, s0.loss_mask: 0.2469, s1.loss_cls: 0.0879, s1.acc: 93.9203, s1.loss_bbox: 0.1077, s1.loss_mask: 0.1208, s2.loss_cls: 0.0415, s2.acc: 94.0581, s2.loss_bbox: 0.0419, s2.loss_mask: 0.0565, loss: 1.2035 +2025-07-02 11:58:03,718 - mmdet - INFO - Epoch [9][2250/7330] lr: 1.000e-04, eta: 2 days, 9:25:25, time: 0.953, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0394, loss_rpn_bbox: 0.0277, s0.loss_cls: 0.1814, s0.acc: 93.9648, s0.loss_bbox: 0.2370, s0.loss_mask: 0.2482, s1.loss_cls: 0.0848, s1.acc: 94.1851, s1.loss_bbox: 0.1064, s1.loss_mask: 0.1215, s2.loss_cls: 0.0400, s2.acc: 94.3773, s2.loss_bbox: 0.0417, s2.loss_mask: 0.0567, loss: 1.1862 +2025-07-02 11:58:54,468 - mmdet - INFO - Epoch [9][2300/7330] lr: 1.000e-04, eta: 2 days, 9:24:33, time: 1.015, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0395, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1796, s0.acc: 93.9761, s0.loss_bbox: 0.2356, s0.loss_mask: 0.2481, s1.loss_cls: 0.0824, s1.acc: 94.2996, s1.loss_bbox: 0.1053, s1.loss_mask: 0.1209, s2.loss_cls: 0.0392, s2.acc: 94.4048, s2.loss_bbox: 0.0405, s2.loss_mask: 0.0565, loss: 1.1746 +2025-07-02 11:59:59,985 - mmdet - INFO - Epoch [9][2350/7330] lr: 1.000e-04, eta: 2 days, 9:24:46, time: 1.310, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0417, loss_rpn_bbox: 0.0281, s0.loss_cls: 0.1947, s0.acc: 93.4675, s0.loss_bbox: 0.2544, s0.loss_mask: 0.2532, s1.loss_cls: 0.0897, s1.acc: 93.7334, s1.loss_bbox: 0.1136, s1.loss_mask: 0.1230, s2.loss_cls: 0.0426, s2.acc: 93.8361, s2.loss_bbox: 0.0437, s2.loss_mask: 0.0573, loss: 1.2431 +2025-07-02 12:00:48,538 - mmdet - INFO - Epoch [9][2400/7330] lr: 1.000e-04, eta: 2 days, 9:23:45, time: 0.971, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0268, s0.loss_cls: 0.1804, s0.acc: 93.9194, s0.loss_bbox: 0.2422, s0.loss_mask: 0.2487, s1.loss_cls: 0.0837, s1.acc: 94.2085, s1.loss_bbox: 0.1080, s1.loss_mask: 0.1220, s2.loss_cls: 0.0400, s2.acc: 94.2847, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0564, loss: 1.1865 +2025-07-02 12:01:37,411 - mmdet - INFO - Epoch [9][2450/7330] lr: 1.000e-04, eta: 2 days, 9:22:45, time: 0.978, data_time: 0.036, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0372, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1883, s0.acc: 93.7065, s0.loss_bbox: 0.2476, s0.loss_mask: 0.2466, s1.loss_cls: 0.0871, s1.acc: 93.9541, s1.loss_bbox: 0.1115, s1.loss_mask: 0.1220, s2.loss_cls: 0.0423, s2.acc: 93.9802, s2.loss_bbox: 0.0435, s2.loss_mask: 0.0571, loss: 1.2114 +2025-07-02 12:02:28,995 - mmdet - INFO - Epoch [9][2500/7330] lr: 1.000e-04, eta: 2 days, 9:21:57, time: 1.032, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0356, loss_rpn_bbox: 0.0263, s0.loss_cls: 0.1953, s0.acc: 93.5618, s0.loss_bbox: 0.2461, s0.loss_mask: 0.2430, s1.loss_cls: 0.0900, s1.acc: 93.9182, s1.loss_bbox: 0.1094, s1.loss_mask: 0.1194, s2.loss_cls: 0.0426, s2.acc: 94.1101, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0557, loss: 1.2067 +2025-07-02 12:03:17,653 - mmdet - INFO - Epoch [9][2550/7330] lr: 1.000e-04, eta: 2 days, 9:20:56, time: 0.973, data_time: 0.038, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1841, s0.acc: 93.8193, s0.loss_bbox: 0.2418, s0.loss_mask: 0.2436, s1.loss_cls: 0.0847, s1.acc: 94.1643, s1.loss_bbox: 0.1093, s1.loss_mask: 0.1201, s2.loss_cls: 0.0405, s2.acc: 94.2450, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0559, loss: 1.1926 +2025-07-02 12:04:06,612 - mmdet - INFO - Epoch [9][2600/7330] lr: 1.000e-04, eta: 2 days, 9:19:57, time: 0.979, data_time: 0.041, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0373, loss_rpn_bbox: 0.0267, s0.loss_cls: 0.1816, s0.acc: 93.9175, s0.loss_bbox: 0.2396, s0.loss_mask: 0.2444, s1.loss_cls: 0.0834, s1.acc: 94.2725, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1209, s2.loss_cls: 0.0397, s2.acc: 94.3818, s2.loss_bbox: 0.0423, s2.loss_mask: 0.0565, loss: 1.1816 +2025-07-02 12:04:55,007 - mmdet - INFO - Epoch [9][2650/7330] lr: 1.000e-04, eta: 2 days, 9:18:55, time: 0.968, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0353, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1769, s0.acc: 94.0156, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2394, s1.loss_cls: 0.0820, s1.acc: 94.3901, s1.loss_bbox: 0.1029, s1.loss_mask: 0.1182, s2.loss_cls: 0.0390, s2.acc: 94.5133, s2.loss_bbox: 0.0402, s2.loss_mask: 0.0557, loss: 1.1449 +2025-07-02 12:05:43,583 - mmdet - INFO - Epoch [9][2700/7330] lr: 1.000e-04, eta: 2 days, 9:17:54, time: 0.972, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0406, loss_rpn_bbox: 0.0255, s0.loss_cls: 0.1846, s0.acc: 93.7490, s0.loss_bbox: 0.2413, s0.loss_mask: 0.2408, s1.loss_cls: 0.0851, s1.acc: 94.1530, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1198, s2.loss_cls: 0.0411, s2.acc: 94.1480, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0563, loss: 1.1867 +2025-07-02 12:06:50,707 - mmdet - INFO - Epoch [9][2750/7330] lr: 1.000e-04, eta: 2 days, 9:18:13, time: 1.342, data_time: 0.032, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0387, loss_rpn_bbox: 0.0245, s0.loss_cls: 0.1883, s0.acc: 93.8892, s0.loss_bbox: 0.2385, s0.loss_mask: 0.2423, s1.loss_cls: 0.0853, s1.acc: 94.2696, s1.loss_bbox: 0.1070, s1.loss_mask: 0.1190, s2.loss_cls: 0.0403, s2.acc: 94.3832, s2.loss_bbox: 0.0418, s2.loss_mask: 0.0555, loss: 1.1825 +2025-07-02 12:07:39,370 - mmdet - INFO - Epoch [9][2800/7330] lr: 1.000e-04, eta: 2 days, 9:17:12, time: 0.974, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0392, loss_rpn_bbox: 0.0272, s0.loss_cls: 0.1869, s0.acc: 93.7334, s0.loss_bbox: 0.2456, s0.loss_mask: 0.2439, s1.loss_cls: 0.0857, s1.acc: 94.0768, s1.loss_bbox: 0.1104, s1.loss_mask: 0.1191, s2.loss_cls: 0.0415, s2.acc: 94.0571, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0556, loss: 1.1995 +2025-07-02 12:08:28,132 - mmdet - INFO - Epoch [9][2850/7330] lr: 1.000e-04, eta: 2 days, 9:16:12, time: 0.975, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0407, loss_rpn_bbox: 0.0287, s0.loss_cls: 0.1921, s0.acc: 93.6040, s0.loss_bbox: 0.2460, s0.loss_mask: 0.2411, s1.loss_cls: 0.0888, s1.acc: 93.9781, s1.loss_bbox: 0.1108, s1.loss_mask: 0.1189, s2.loss_cls: 0.0427, s2.acc: 93.9494, s2.loss_bbox: 0.0434, s2.loss_mask: 0.0559, loss: 1.2104 +2025-07-02 12:09:16,557 - mmdet - INFO - Epoch [9][2900/7330] lr: 1.000e-04, eta: 2 days, 9:15:10, time: 0.968, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0416, loss_rpn_bbox: 0.0283, s0.loss_cls: 0.1864, s0.acc: 93.6858, s0.loss_bbox: 0.2484, s0.loss_mask: 0.2448, s1.loss_cls: 0.0859, s1.acc: 94.0120, s1.loss_bbox: 0.1105, s1.loss_mask: 0.1207, s2.loss_cls: 0.0415, s2.acc: 94.0239, s2.loss_bbox: 0.0429, s2.loss_mask: 0.0567, loss: 1.2090 +2025-07-02 12:10:09,898 - mmdet - INFO - Epoch [9][2950/7330] lr: 1.000e-04, eta: 2 days, 9:14:30, time: 1.067, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0427, loss_rpn_bbox: 0.0307, s0.loss_cls: 0.1929, s0.acc: 93.4272, s0.loss_bbox: 0.2585, s0.loss_mask: 0.2461, s1.loss_cls: 0.0879, s1.acc: 93.8118, s1.loss_bbox: 0.1155, s1.loss_mask: 0.1208, s2.loss_cls: 0.0423, s2.acc: 93.8821, s2.loss_bbox: 0.0447, s2.loss_mask: 0.0565, loss: 1.2397 +2025-07-02 12:10:58,395 - mmdet - INFO - Epoch [9][3000/7330] lr: 1.000e-04, eta: 2 days, 9:13:28, time: 0.969, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0402, loss_rpn_bbox: 0.0286, s0.loss_cls: 0.1874, s0.acc: 93.7637, s0.loss_bbox: 0.2411, s0.loss_mask: 0.2483, s1.loss_cls: 0.0860, s1.acc: 94.0994, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1221, s2.loss_cls: 0.0412, s2.acc: 94.2131, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0569, loss: 1.2031 +2025-07-02 12:11:46,834 - mmdet - INFO - Epoch [9][3050/7330] lr: 1.000e-04, eta: 2 days, 9:12:26, time: 0.969, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0381, loss_rpn_bbox: 0.0256, s0.loss_cls: 0.1828, s0.acc: 93.8547, s0.loss_bbox: 0.2404, s0.loss_mask: 0.2425, s1.loss_cls: 0.0841, s1.acc: 94.2328, s1.loss_bbox: 0.1083, s1.loss_mask: 0.1197, s2.loss_cls: 0.0404, s2.acc: 94.2978, s2.loss_bbox: 0.0425, s2.loss_mask: 0.0562, loss: 1.1818 +2025-07-02 12:12:35,538 - mmdet - INFO - Epoch [9][3100/7330] lr: 1.000e-04, eta: 2 days, 9:11:26, time: 0.974, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0404, loss_rpn_bbox: 0.0298, s0.loss_cls: 0.1895, s0.acc: 93.6079, s0.loss_bbox: 0.2520, s0.loss_mask: 0.2495, s1.loss_cls: 0.0868, s1.acc: 93.8983, s1.loss_bbox: 0.1099, s1.loss_mask: 0.1214, s2.loss_cls: 0.0413, s2.acc: 94.0271, s2.loss_bbox: 0.0415, s2.loss_mask: 0.0568, loss: 1.2203 +2025-07-02 12:13:36,607 - mmdet - INFO - Epoch [9][3150/7330] lr: 1.000e-04, eta: 2 days, 9:11:18, time: 1.221, data_time: 0.028, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0385, loss_rpn_bbox: 0.0278, s0.loss_cls: 0.1862, s0.acc: 93.7349, s0.loss_bbox: 0.2428, s0.loss_mask: 0.2446, s1.loss_cls: 0.0851, s1.acc: 93.9806, s1.loss_bbox: 0.1084, s1.loss_mask: 0.1200, s2.loss_cls: 0.0416, s2.acc: 93.9513, s2.loss_bbox: 0.0422, s2.loss_mask: 0.0565, loss: 1.1949 +2025-07-02 12:14:30,369 - mmdet - INFO - Epoch [9][3200/7330] lr: 1.000e-04, eta: 2 days, 9:10:40, time: 1.075, data_time: 0.026, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0243, s0.loss_cls: 0.1717, s0.acc: 94.2056, s0.loss_bbox: 0.2251, s0.loss_mask: 0.2410, s1.loss_cls: 0.0782, s1.acc: 94.6099, s1.loss_bbox: 0.1019, s1.loss_mask: 0.1184, s2.loss_cls: 0.0375, s2.acc: 94.6075, s2.loss_bbox: 0.0399, s2.loss_mask: 0.0556, loss: 1.1316 +2025-07-02 12:15:18,989 - mmdet - INFO - Epoch [9][3250/7330] lr: 1.000e-04, eta: 2 days, 9:09:39, time: 0.972, data_time: 0.025, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0390, loss_rpn_bbox: 0.0273, s0.loss_cls: 0.1832, s0.acc: 93.8325, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2452, s1.loss_cls: 0.0847, s1.acc: 94.1897, s1.loss_bbox: 0.1086, s1.loss_mask: 0.1206, s2.loss_cls: 0.0405, s2.acc: 94.3567, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0563, loss: 1.1914 +2025-07-02 12:16:06,974 - mmdet - INFO - Epoch [9][3300/7330] lr: 1.000e-04, eta: 2 days, 9:08:35, time: 0.960, data_time: 0.030, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0411, loss_rpn_bbox: 0.0274, s0.loss_cls: 0.1769, s0.acc: 94.0044, s0.loss_bbox: 0.2289, s0.loss_mask: 0.2405, s1.loss_cls: 0.0812, s1.acc: 94.3407, s1.loss_bbox: 0.1015, s1.loss_mask: 0.1176, s2.loss_cls: 0.0388, s2.acc: 94.4408, s2.loss_bbox: 0.0393, s2.loss_mask: 0.0548, loss: 1.1492 +2025-07-02 12:16:58,074 - mmdet - INFO - Epoch [9][3350/7330] lr: 1.000e-04, eta: 2 days, 9:07:45, time: 1.022, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0408, loss_rpn_bbox: 0.0291, s0.loss_cls: 0.1843, s0.acc: 93.6948, s0.loss_bbox: 0.2497, s0.loss_mask: 0.2522, s1.loss_cls: 0.0849, s1.acc: 93.9412, s1.loss_bbox: 0.1118, s1.loss_mask: 0.1246, s2.loss_cls: 0.0409, s2.acc: 94.0229, s2.loss_bbox: 0.0432, s2.loss_mask: 0.0582, loss: 1.2209 +2025-07-02 12:17:46,758 - mmdet - INFO - Epoch [9][3400/7330] lr: 1.000e-04, eta: 2 days, 9:06:44, time: 0.974, data_time: 0.024, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0365, loss_rpn_bbox: 0.0261, s0.loss_cls: 0.1838, s0.acc: 93.8633, s0.loss_bbox: 0.2397, s0.loss_mask: 0.2475, s1.loss_cls: 0.0838, s1.acc: 94.2111, s1.loss_bbox: 0.1081, s1.loss_mask: 0.1214, s2.loss_cls: 0.0400, s2.acc: 94.3744, s2.loss_bbox: 0.0427, s2.loss_mask: 0.0569, loss: 1.1878 +2025-07-02 12:18:35,123 - mmdet - INFO - Epoch [9][3450/7330] lr: 1.000e-04, eta: 2 days, 9:05:43, time: 0.967, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0382, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1894, s0.acc: 93.7954, s0.loss_bbox: 0.2373, s0.loss_mask: 0.2422, s1.loss_cls: 0.0860, s1.acc: 94.0939, s1.loss_bbox: 0.1052, s1.loss_mask: 0.1196, s2.loss_cls: 0.0403, s2.acc: 94.4325, s2.loss_bbox: 0.0410, s2.loss_mask: 0.0561, loss: 1.1837 +2025-07-02 12:19:23,747 - mmdet - INFO - Epoch [9][3500/7330] lr: 1.000e-04, eta: 2 days, 9:04:42, time: 0.972, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0368, loss_rpn_bbox: 0.0258, s0.loss_cls: 0.1763, s0.acc: 94.0603, s0.loss_bbox: 0.2357, s0.loss_mask: 0.2420, s1.loss_cls: 0.0822, s1.acc: 94.2794, s1.loss_bbox: 0.1072, s1.loss_mask: 0.1181, s2.loss_cls: 0.0396, s2.acc: 94.3653, s2.loss_bbox: 0.0420, s2.loss_mask: 0.0550, loss: 1.1618 +2025-07-02 12:20:16,310 - mmdet - INFO - Epoch [9][3550/7330] lr: 1.000e-04, eta: 2 days, 9:03:58, time: 1.051, data_time: 0.029, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0367, loss_rpn_bbox: 0.0252, s0.loss_cls: 0.1725, s0.acc: 94.1802, s0.loss_bbox: 0.2257, s0.loss_mask: 0.2446, s1.loss_cls: 0.0799, s1.acc: 94.4243, s1.loss_bbox: 0.1022, s1.loss_mask: 0.1195, s2.loss_cls: 0.0390, s2.acc: 94.4337, s2.loss_bbox: 0.0398, s2.loss_mask: 0.0556, loss: 1.1419 +2025-07-02 12:21:17,436 - mmdet - INFO - Epoch [9][3600/7330] lr: 1.000e-04, eta: 2 days, 9:03:50, time: 1.223, data_time: 0.027, memory: 15033, balance_loss: 0.0012, loss_rpn_cls: 0.0375, loss_rpn_bbox: 0.0271, s0.loss_cls: 0.1850, s0.acc: 93.8398, s0.loss_bbox: 0.2427, s0.loss_mask: 0.2439, s1.loss_cls: 0.0846, s1.acc: 94.2017, s1.loss_bbox: 0.1073, s1.loss_mask: 0.1188, s2.loss_cls: 0.0400, s2.acc: 94.3925, s2.loss_bbox: 0.0421, s2.loss_mask: 0.0557, loss: 1.1859 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/20250701_221906.log.json b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/20250701_221906.log.json new file mode 100644 index 0000000000000000000000000000000000000000..dffdb1b3bfb0f2486f55b31df26f4cc65ac4f413 --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/20250701_221906.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:7c9d9887f6a21ace57f98f302c2bb6826d666b369471e7493dc9aea0fe321218 +size 483395 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..c9ba8c965de3530e064af4207de380dbbbe9283e --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/cascade_mask_swin_base_3x_coco_sample_1_bs_16_mona_prune_llama_moe.py @@ -0,0 +1,439 @@ +model = dict( + type='CascadeRCNN_loss', + pretrained=None, + backbone=dict( + type='SwinTransformer_mona_prune_llama_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False, + prune_ratio=0.875), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = None +resume_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_2.pth' +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_1.pth b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..c76518b5f412a39617e9b2cfd0a159b04a81e5d1 --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:58c6fe18884f5d8ac115dc73f4e8428570d889fb9934c23b8e6b7beeaedb9de5 +size 1456144240 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_8.pth b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_8.pth new file mode 100644 index 0000000000000000000000000000000000000000..b9db8071e202924aedfb770efebee5aadf222f6d --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/epoch_8.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4591a1b66663fab4f0bc9b5a69dfe047569a4a71ef60b1c572fc3f44e1ed1263 +size 1456148336 diff --git a/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/latest.pth b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..43a237689b6fc0b54dc9cd3c81af7b99679ff80b --- /dev/null +++ b/mmdet/results/train/mona_wanda_act_60000_0.875s-2_llama_moe_7/latest.pth @@ -0,0 +1 @@ +epoch_8.pth \ No newline at end of file diff --git a/mmdet/results/train/swin_moe_4_16/20250618_171536.log b/mmdet/results/train/swin_moe_4_16/20250618_171536.log new file mode 100644 index 0000000000000000000000000000000000000000..23fdb4ccae04884c8efbaf18fe7f1e82197671ca --- /dev/null +++ b/mmdet/results/train/swin_moe_4_16/20250618_171536.log @@ -0,0 +1,692 @@ +2025-06-18 17:15:36,693 - mmdet - INFO - Environment info: +------------------------------------------------------------ +sys.platform: linux +Python: 3.8.20 (default, Oct 3 2024, 15:24:27) [GCC 11.2.0] +CUDA available: True +GPU 0,1,2,3,4,5,6,7: NVIDIA GeForce RTX 4090 +CUDA_HOME: /root/autodl-tmp/cuda/cuda-11.7 +NVCC: Cuda compilation tools, release 11.7, V11.7.64 +GCC: gcc (Ubuntu 9.4.0-1ubuntu1~20.04.1) 9.4.0 +PyTorch: 1.13.1+cu117 +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 11.7 + - 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 8.5 + - Magma 2.6.1 + - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=11.7, CUDNN_VERSION=8.5.0, CXX_COMPILER=/opt/rh/devtoolset-9/root/usr/bin/c++, CXX_FLAGS= -fabi-version=11 -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 -Werror=non-virtual-dtor -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wunused-local-typedefs -Wno-unused-parameter -Wno-unused-function -Wno-unused-result -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=1.13.1, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, USE_ROCM=OFF, + +TorchVision: 0.14.1+cu117 +OpenCV: 4.11.0 +MMCV: 1.7.2 +MMCV Compiler: GCC 9.3 +MMCV CUDA Compiler: 11.7 +MMDetection: 2.11.0+6ceea3a +------------------------------------------------------------ + +2025-06-18 17:15:39,890 - mmdet - INFO - Distributed training: True +2025-06-18 17:15:43,121 - mmdet - INFO - Config: +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/swin_moe/' +gpu_ids = range(0, 8) + +2025-06-18 17:16:21,452 - mmdet - INFO - load checkpoint from local path: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_moe_16.pth +2025-06-18 17:16:21,811 - mmdet - WARNING - The model and loaded state dict do not match exactly + +unexpected key in source state_dict: backbone.norm.weight, backbone.norm.bias, backbone.head.weight, backbone.head.bias, backbone.layers.0.blocks.1.attn_mask, backbone.layers.1.blocks.1.attn_mask, backbone.layers.2.blocks.1.attn_mask, backbone.layers.2.blocks.3.attn_mask, backbone.layers.2.blocks.5.attn_mask, backbone.layers.2.blocks.7.attn_mask, backbone.layers.2.blocks.9.attn_mask, backbone.layers.2.blocks.11.attn_mask, backbone.layers.2.blocks.13.attn_mask, backbone.layers.2.blocks.15.attn_mask, backbone.layers.2.blocks.17.attn_mask + +missing keys in source state_dict: backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.0.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.gate_network.2.weight, backbone.layers.0.blocks.0.mlp.fc1.gate.weight_noise.weight, 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roi_head.mask_head.2.conv_logits.weight, roi_head.mask_head.2.conv_logits.bias + +2025-06-18 17:16:21,854 - mmdet - INFO - Start running, host: root@autodl-container-313040b114-67ed2cfc, work_dir: /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/swin_moe +2025-06-18 17:16:21,854 - mmdet - INFO - Hooks will be executed in the following order: +before_run: +(VERY_HIGH ) StepLrUpdaterHook +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_epoch: +(VERY_HIGH ) StepLrUpdaterHook +(NORMAL ) DistSamplerSeedHook +(NORMAL ) DistEvalHook +(NORMAL ) NumClassCheckHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_train_iter: +(VERY_HIGH ) StepLrUpdaterHook +(LOW ) IterTimerHook + -------------------- +after_train_iter: +(ABOVE_NORMAL) DistOptimizerHook +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(LOW ) IterTimerHook +(VERY_LOW ) TextLoggerHook + -------------------- +after_train_epoch: +(NORMAL ) CheckpointHook +(NORMAL ) DistEvalHook +(VERY_LOW ) TextLoggerHook + -------------------- +before_val_epoch: +(NORMAL ) DistSamplerSeedHook +(NORMAL ) NumClassCheckHook +(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 + -------------------- +2025-06-18 17:16:21,855 - mmdet - INFO - workflow: [('train', 1)], max: 36 epochs +2025-06-18 17:16:21,855 - mmdet - INFO - Checkpoints will be saved to /root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/results/train/swin_moe by HardDiskBackend. +2025-06-18 17:18:29,721 - mmdet - INFO - Epoch [1][50/7330] lr: 9.890e-06, eta: 7 days, 19:23:34, time: 2.557, data_time: 1.522, memory: 17728, loss_rpn_cls: 0.5989, loss_rpn_bbox: 0.0700, s0.loss_cls: 3.0262, s0.acc: 59.1501, s0.loss_bbox: 0.1012, s0.loss_mask: 0.8827, s1.loss_cls: 1.2916, s1.acc: 77.1040, s1.loss_bbox: 0.0136, s1.loss_mask: 0.4888, s2.loss_cls: 0.6478, s2.acc: 73.1172, s2.loss_bbox: 0.0016, s2.loss_mask: 0.2453, loss: 7.3677 +2025-06-18 17:19:13,444 - mmdet - INFO - Epoch [1][100/7330] lr: 1.988e-05, eta: 5 days, 5:41:58, time: 0.874, data_time: 0.024, memory: 17728, loss_rpn_cls: 0.3480, loss_rpn_bbox: 0.0616, s0.loss_cls: 0.4208, s0.acc: 94.3862, s0.loss_bbox: 0.1893, s0.loss_mask: 0.7230, s1.loss_cls: 0.1256, s1.acc: 97.1121, s1.loss_bbox: 0.0274, s1.loss_mask: 0.3705, s2.loss_cls: 0.0436, s2.acc: 98.2190, s2.loss_bbox: 0.0032, s2.loss_mask: 0.1847, loss: 2.4976 +2025-06-18 17:19:56,129 - mmdet - INFO - Epoch [1][150/7330] lr: 2.987e-05, eta: 4 days, 8:38:09, time: 0.854, data_time: 0.022, memory: 17770, loss_rpn_cls: 0.2463, loss_rpn_bbox: 0.0568, s0.loss_cls: 0.3667, s0.acc: 94.5063, s0.loss_bbox: 0.1816, s0.loss_mask: 0.6922, s1.loss_cls: 0.1119, s1.acc: 97.0583, s1.loss_bbox: 0.0276, s1.loss_mask: 0.3450, s2.loss_cls: 0.0380, s2.acc: 98.1799, s2.loss_bbox: 0.0032, s2.loss_mask: 0.1715, loss: 2.2409 +2025-06-18 17:20:38,985 - mmdet - INFO - Epoch [1][200/7330] lr: 3.986e-05, eta: 3 days, 22:09:31, time: 0.857, data_time: 0.021, memory: 17770, loss_rpn_cls: 0.2425, loss_rpn_bbox: 0.0577, s0.loss_cls: 0.3705, s0.acc: 94.3103, s0.loss_bbox: 0.1866, s0.loss_mask: 0.6833, s1.loss_cls: 0.1131, s1.acc: 96.9458, s1.loss_bbox: 0.0282, s1.loss_mask: 0.3395, s2.loss_cls: 0.0389, s2.acc: 98.0671, s2.loss_bbox: 0.0035, s2.loss_mask: 0.1680, loss: 2.2319 +2025-06-18 17:21:46,595 - mmdet - INFO - Epoch [1][250/7330] lr: 4.985e-05, eta: 3 days, 23:06:58, time: 1.352, data_time: 0.026, memory: 17770, loss_rpn_cls: 0.2457, loss_rpn_bbox: 0.0609, s0.loss_cls: 0.3697, s0.acc: 94.2617, s0.loss_bbox: 0.1907, s0.loss_mask: 0.6725, s1.loss_cls: 0.1115, s1.acc: 96.9255, s1.loss_bbox: 0.0289, s1.loss_mask: 0.3311, s2.loss_cls: 0.0377, s2.acc: 98.0745, s2.loss_bbox: 0.0035, s2.loss_mask: 0.1625, loss: 2.2145 +2025-06-18 17:22:28,697 - mmdet - INFO - Epoch [1][300/7330] lr: 5.984e-05, eta: 3 days, 17:31:22, time: 0.842, data_time: 0.030, memory: 17770, loss_rpn_cls: 0.2323, loss_rpn_bbox: 0.0577, s0.loss_cls: 0.3563, s0.acc: 94.4111, s0.loss_bbox: 0.1887, s0.loss_mask: 0.6652, s1.loss_cls: 0.1052, s1.acc: 97.0735, s1.loss_bbox: 0.0279, s1.loss_mask: 0.3277, s2.loss_cls: 0.0351, s2.acc: 98.1826, s2.loss_bbox: 0.0034, s2.loss_mask: 0.1609, loss: 2.1604 +2025-06-18 17:23:10,507 - mmdet - INFO - Epoch [1][350/7330] lr: 6.983e-05, eta: 3 days, 13:27:54, time: 0.836, data_time: 0.025, memory: 17770, loss_rpn_cls: 0.2229, loss_rpn_bbox: 0.0566, s0.loss_cls: 0.3565, s0.acc: 94.3330, s0.loss_bbox: 0.1922, s0.loss_mask: 0.6624, s1.loss_cls: 0.1051, s1.acc: 97.0098, s1.loss_bbox: 0.0294, s1.loss_mask: 0.3240, s2.loss_cls: 0.0344, s2.acc: 98.1689, s2.loss_bbox: 0.0036, s2.loss_mask: 0.1594, loss: 2.1464 +2025-06-18 17:23:52,605 - mmdet - INFO - Epoch [1][400/7330] lr: 7.982e-05, eta: 3 days, 10:27:51, time: 0.841, data_time: 0.025, memory: 17770, loss_rpn_cls: 0.2314, loss_rpn_bbox: 0.0613, s0.loss_cls: 0.3673, s0.acc: 94.1606, s0.loss_bbox: 0.1974, s0.loss_mask: 0.6490, s1.loss_cls: 0.1083, s1.acc: 96.8882, s1.loss_bbox: 0.0304, s1.loss_mask: 0.3181, s2.loss_cls: 0.0354, s2.acc: 98.0823, s2.loss_bbox: 0.0038, s2.loss_mask: 0.1558, loss: 2.1583 +2025-06-18 17:24:34,387 - mmdet - INFO - Epoch [1][450/7330] lr: 8.981e-05, eta: 3 days, 8:05:11, time: 0.836, data_time: 0.024, memory: 17770, loss_rpn_cls: 0.2075, loss_rpn_bbox: 0.0563, s0.loss_cls: 0.3566, s0.acc: 94.2668, s0.loss_bbox: 0.1956, s0.loss_mask: 0.6403, s1.loss_cls: 0.1057, s1.acc: 96.9639, s1.loss_bbox: 0.0304, s1.loss_mask: 0.3135, s2.loss_cls: 0.0349, s2.acc: 98.1470, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1537, loss: 2.0983 +2025-06-18 17:25:16,198 - mmdet - INFO - Epoch [1][500/7330] lr: 9.980e-05, eta: 3 days, 6:10:48, time: 0.836, data_time: 0.020, memory: 17770, loss_rpn_cls: 0.2057, loss_rpn_bbox: 0.0586, s0.loss_cls: 0.3841, s0.acc: 93.9192, s0.loss_bbox: 0.2098, s0.loss_mask: 0.6347, s1.loss_cls: 0.1119, s1.acc: 96.8257, s1.loss_bbox: 0.0320, s1.loss_mask: 0.3095, s2.loss_cls: 0.0365, s2.acc: 98.0854, s2.loss_bbox: 0.0040, s2.loss_mask: 0.1515, loss: 2.1382 +2025-06-18 17:25:58,231 - mmdet - INFO - Epoch [1][550/7330] lr: 1.000e-04, eta: 3 days, 4:39:07, time: 0.841, data_time: 0.022, memory: 17770, loss_rpn_cls: 0.2001, loss_rpn_bbox: 0.0575, s0.loss_cls: 0.3967, s0.acc: 93.8384, s0.loss_bbox: 0.2145, s0.loss_mask: 0.6304, s1.loss_cls: 0.1134, s1.acc: 96.8416, s1.loss_bbox: 0.0319, s1.loss_mask: 0.3050, s2.loss_cls: 0.0369, s2.acc: 98.0916, s2.loss_bbox: 0.0039, s2.loss_mask: 0.1488, loss: 2.1390 +2025-06-18 17:26:40,316 - mmdet - INFO - Epoch [1][600/7330] lr: 1.000e-04, eta: 3 days, 3:22:47, time: 0.842, data_time: 0.022, memory: 17770, loss_rpn_cls: 0.1935, loss_rpn_bbox: 0.0577, s0.loss_cls: 0.3923, s0.acc: 93.8242, s0.loss_bbox: 0.2149, s0.loss_mask: 0.6256, s1.loss_cls: 0.1132, s1.acc: 96.8025, s1.loss_bbox: 0.0328, s1.loss_mask: 0.3036, s2.loss_cls: 0.0365, s2.acc: 98.0894, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1480, loss: 2.1222 +2025-06-18 17:27:21,935 - mmdet - INFO - Epoch [1][650/7330] lr: 1.000e-04, eta: 3 days, 2:15:02, time: 0.832, data_time: 0.026, memory: 17770, loss_rpn_cls: 0.2038, loss_rpn_bbox: 0.0586, s0.loss_cls: 0.4021, s0.acc: 93.6448, s0.loss_bbox: 0.2212, s0.loss_mask: 0.6174, s1.loss_cls: 0.1141, s1.acc: 96.7473, s1.loss_bbox: 0.0332, s1.loss_mask: 0.2984, s2.loss_cls: 0.0367, s2.acc: 98.0540, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1452, loss: 2.1348 +2025-06-18 17:28:10,110 - mmdet - INFO - Epoch [1][700/7330] lr: 1.000e-04, eta: 3 days, 1:57:52, time: 0.963, data_time: 0.023, memory: 17770, loss_rpn_cls: 0.2068, loss_rpn_bbox: 0.0600, s0.loss_cls: 0.4129, s0.acc: 93.4211, s0.loss_bbox: 0.2298, s0.loss_mask: 0.6108, s1.loss_cls: 0.1170, s1.acc: 96.6516, s1.loss_bbox: 0.0339, s1.loss_mask: 0.2961, s2.loss_cls: 0.0376, s2.acc: 97.9851, s2.loss_bbox: 0.0041, s2.loss_mask: 0.1439, loss: 2.1528 +2025-06-18 17:29:10,623 - mmdet - INFO - Epoch [1][750/7330] lr: 1.000e-04, eta: 3 days, 2:55:04, time: 1.210, data_time: 0.022, memory: 17770, loss_rpn_cls: 0.1946, loss_rpn_bbox: 0.0569, s0.loss_cls: 0.4430, s0.acc: 92.8359, s0.loss_bbox: 0.2546, s0.loss_mask: 0.6109, s1.loss_cls: 0.1258, s1.acc: 96.3684, s1.loss_bbox: 0.0392, s1.loss_mask: 0.2956, s2.loss_cls: 0.0386, s2.acc: 97.9209, s2.loss_bbox: 0.0047, s2.loss_mask: 0.1428, loss: 2.2068 +2025-06-18 17:29:53,207 - mmdet - INFO - Epoch [1][800/7330] lr: 1.000e-04, eta: 3 days, 2:06:37, time: 0.851, data_time: 0.025, memory: 17770, loss_rpn_cls: 0.1844, loss_rpn_bbox: 0.0548, s0.loss_cls: 0.4678, s0.acc: 92.5442, s0.loss_bbox: 0.2699, s0.loss_mask: 0.6069, s1.loss_cls: 0.1285, s1.acc: 96.3230, s1.loss_bbox: 0.0406, s1.loss_mask: 0.2948, s2.loss_cls: 0.0383, s2.acc: 97.9646, s2.loss_bbox: 0.0047, s2.loss_mask: 0.1439, loss: 2.2346 +2025-06-18 17:30:35,708 - mmdet - INFO - Epoch [1][850/7330] lr: 1.000e-04, eta: 3 days, 1:23:28, time: 0.850, data_time: 0.027, memory: 17770, loss_rpn_cls: 0.1906, loss_rpn_bbox: 0.0567, s0.loss_cls: 0.4498, s0.acc: 92.9302, s0.loss_bbox: 0.2531, s0.loss_mask: 0.5988, s1.loss_cls: 0.1224, s1.acc: 96.5042, s1.loss_bbox: 0.0374, s1.loss_mask: 0.2906, s2.loss_cls: 0.0373, s2.acc: 98.0007, s2.loss_bbox: 0.0045, s2.loss_mask: 0.1406, loss: 2.1819 +2025-06-18 17:31:18,586 - mmdet - INFO - Epoch [1][900/7330] lr: 1.000e-04, eta: 3 days, 0:46:44, time: 0.857, data_time: 0.023, memory: 17770, loss_rpn_cls: 0.1873, loss_rpn_bbox: 0.0562, s0.loss_cls: 0.4776, s0.acc: 92.2981, s0.loss_bbox: 0.2803, s0.loss_mask: 0.5996, s1.loss_cls: 0.1286, s1.acc: 96.2644, s1.loss_bbox: 0.0413, s1.loss_mask: 0.2905, s2.loss_cls: 0.0385, s2.acc: 97.9211, s2.loss_bbox: 0.0048, s2.loss_mask: 0.1408, loss: 2.2454 +2025-06-18 17:32:01,385 - mmdet - INFO - Epoch [1][950/7330] lr: 1.000e-04, eta: 3 days, 0:13:42, time: 0.857, data_time: 0.025, memory: 17770, loss_rpn_cls: 0.1791, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.4795, s0.acc: 92.3228, s0.loss_bbox: 0.2804, s0.loss_mask: 0.5913, s1.loss_cls: 0.1289, s1.acc: 96.2766, s1.loss_bbox: 0.0416, s1.loss_mask: 0.2872, s2.loss_cls: 0.0382, s2.acc: 97.9399, s2.loss_bbox: 0.0050, s2.loss_mask: 0.1394, loss: 2.2242 +2025-06-18 17:32:44,579 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 17:32:44,579 - mmdet - INFO - Epoch [1][1000/7330] lr: 1.000e-04, eta: 2 days, 23:45:29, time: 0.864, data_time: 0.026, memory: 17770, loss_rpn_cls: 0.1878, loss_rpn_bbox: 0.0571, s0.loss_cls: 0.4748, s0.acc: 92.2959, s0.loss_bbox: 0.2800, s0.loss_mask: 0.5885, s1.loss_cls: 0.1277, s1.acc: 96.2412, s1.loss_bbox: 0.0416, s1.loss_mask: 0.2856, s2.loss_cls: 0.0378, s2.acc: 97.9197, s2.loss_bbox: 0.0048, s2.loss_mask: 0.1386, loss: 2.2243 +2025-06-18 17:33:27,289 - mmdet - INFO - Epoch [1][1050/7330] lr: 1.000e-04, eta: 2 days, 23:17:52, time: 0.854, data_time: 0.026, memory: 17770, loss_rpn_cls: 0.1787, loss_rpn_bbox: 0.0543, s0.loss_cls: 0.4732, s0.acc: 92.3450, s0.loss_bbox: 0.2792, s0.loss_mask: 0.5820, s1.loss_cls: 0.1275, s1.acc: 96.2732, s1.loss_bbox: 0.0420, s1.loss_mask: 0.2816, s2.loss_cls: 0.0375, s2.acc: 97.9641, s2.loss_bbox: 0.0049, s2.loss_mask: 0.1373, loss: 2.1982 +2025-06-18 17:34:09,843 - mmdet - INFO - Epoch [1][1100/7330] lr: 1.000e-04, eta: 2 days, 22:52:03, time: 0.851, data_time: 0.024, memory: 17770, loss_rpn_cls: 0.1670, loss_rpn_bbox: 0.0539, s0.loss_cls: 0.4717, s0.acc: 92.1492, s0.loss_bbox: 0.2894, s0.loss_mask: 0.5775, s1.loss_cls: 0.1275, s1.acc: 96.1724, s1.loss_bbox: 0.0443, s1.loss_mask: 0.2811, s2.loss_cls: 0.0366, s2.acc: 97.9641, s2.loss_bbox: 0.0051, s2.loss_mask: 0.1370, loss: 2.1909 +2025-06-18 17:34:52,804 - mmdet - INFO - Epoch [1][1150/7330] lr: 1.000e-04, eta: 2 days, 22:29:55, time: 0.859, data_time: 0.023, memory: 17770, loss_rpn_cls: 0.1831, loss_rpn_bbox: 0.0567, s0.loss_cls: 0.4713, s0.acc: 92.2454, s0.loss_bbox: 0.2813, s0.loss_mask: 0.5720, s1.loss_cls: 0.1297, s1.acc: 96.0981, s1.loss_bbox: 0.0444, s1.loss_mask: 0.2779, s2.loss_cls: 0.0375, s2.acc: 97.8948, s2.loss_bbox: 0.0052, s2.loss_mask: 0.1354, loss: 2.1946 +2025-06-18 17:35:55,467 - mmdet - INFO - Epoch [1][1200/7330] lr: 1.000e-04, eta: 2 days, 23:21:34, time: 1.254, data_time: 0.024, memory: 17770, loss_rpn_cls: 0.1898, loss_rpn_bbox: 0.0583, s0.loss_cls: 0.4699, s0.acc: 92.0410, s0.loss_bbox: 0.2854, s0.loss_mask: 0.5717, s1.loss_cls: 0.1332, s1.acc: 95.8618, s1.loss_bbox: 0.0468, s1.loss_mask: 0.2771, s2.loss_cls: 0.0394, s2.acc: 97.7266, s2.loss_bbox: 0.0057, s2.loss_mask: 0.1345, loss: 2.2118 +2025-06-18 17:36:44,117 - mmdet - INFO - Epoch [1][1250/7330] lr: 1.000e-04, eta: 2 days, 23:19:53, time: 0.973, data_time: 0.026, memory: 17770, loss_rpn_cls: 0.1706, loss_rpn_bbox: 0.0492, s0.loss_cls: 0.4534, s0.acc: 92.5154, s0.loss_bbox: 0.2713, s0.loss_mask: 0.5680, s1.loss_cls: 0.1294, s1.acc: 96.0645, s1.loss_bbox: 0.0464, s1.loss_mask: 0.2762, s2.loss_cls: 0.0372, s2.acc: 97.9126, s2.loss_bbox: 0.0056, s2.loss_mask: 0.1340, loss: 2.1414 +2025-06-18 17:37:26,969 - mmdet - INFO - Epoch [1][1300/7330] lr: 1.000e-04, eta: 2 days, 22:58:45, time: 0.857, data_time: 0.022, memory: 17770, loss_rpn_cls: 0.1718, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.4613, s0.acc: 92.3647, s0.loss_bbox: 0.2748, s0.loss_mask: 0.5559, s1.loss_cls: 0.1338, s1.acc: 95.8872, s1.loss_bbox: 0.0483, s1.loss_mask: 0.2693, s2.loss_cls: 0.0383, s2.acc: 97.8123, s2.loss_bbox: 0.0058, s2.loss_mask: 0.1305, loss: 2.1423 +2025-06-18 17:38:10,913 - mmdet - INFO - Epoch [1][1350/7330] lr: 1.000e-04, eta: 2 days, 22:42:39, time: 0.879, data_time: 0.023, memory: 18008, loss_rpn_cls: 0.1850, loss_rpn_bbox: 0.0590, s0.loss_cls: 0.4668, s0.acc: 92.0100, s0.loss_bbox: 0.2851, s0.loss_mask: 0.5612, s1.loss_cls: 0.1387, s1.acc: 95.5908, s1.loss_bbox: 0.0522, s1.loss_mask: 0.2710, s2.loss_cls: 0.0402, s2.acc: 97.6624, s2.loss_bbox: 0.0064, s2.loss_mask: 0.1314, loss: 2.1969 +2025-06-18 17:38:53,618 - mmdet - INFO - Epoch [1][1400/7330] lr: 1.000e-04, eta: 2 days, 22:23:48, time: 0.854, data_time: 0.022, memory: 18008, loss_rpn_cls: 0.1659, loss_rpn_bbox: 0.0519, s0.loss_cls: 0.4433, s0.acc: 92.5325, s0.loss_bbox: 0.2675, s0.loss_mask: 0.5603, s1.loss_cls: 0.1319, s1.acc: 95.8406, s1.loss_bbox: 0.0496, s1.loss_mask: 0.2701, s2.loss_cls: 0.0383, s2.acc: 97.7881, s2.loss_bbox: 0.0063, s2.loss_mask: 0.1314, loss: 2.1164 +2025-06-18 17:39:36,194 - mmdet - INFO - Epoch [1][1450/7330] lr: 1.000e-04, eta: 2 days, 22:05:49, time: 0.852, data_time: 0.023, memory: 18008, loss_rpn_cls: 0.1734, loss_rpn_bbox: 0.0534, s0.loss_cls: 0.4596, s0.acc: 91.9651, s0.loss_bbox: 0.2867, s0.loss_mask: 0.5589, s1.loss_cls: 0.1383, s1.acc: 95.4976, s1.loss_bbox: 0.0537, s1.loss_mask: 0.2695, s2.loss_cls: 0.0396, s2.acc: 97.6284, s2.loss_bbox: 0.0067, s2.loss_mask: 0.1300, loss: 2.1699 +2025-06-18 17:40:19,475 - mmdet - INFO - Epoch [1][1500/7330] lr: 1.000e-04, eta: 2 days, 21:51:01, time: 0.866, data_time: 0.030, memory: 18008, loss_rpn_cls: 0.1717, loss_rpn_bbox: 0.0563, s0.loss_cls: 0.4797, s0.acc: 91.7424, s0.loss_bbox: 0.2931, s0.loss_mask: 0.5575, s1.loss_cls: 0.1472, s1.acc: 95.2234, s1.loss_bbox: 0.0575, s1.loss_mask: 0.2683, s2.loss_cls: 0.0424, s2.acc: 97.4817, s2.loss_bbox: 0.0074, s2.loss_mask: 0.1301, loss: 2.2112 +2025-06-18 17:41:02,364 - mmdet - INFO - Epoch [1][1550/7330] lr: 1.000e-04, eta: 2 days, 21:36:02, time: 0.858, data_time: 0.030, memory: 18008, loss_rpn_cls: 0.1649, loss_rpn_bbox: 0.0543, s0.loss_cls: 0.4514, s0.acc: 92.3613, s0.loss_bbox: 0.2707, s0.loss_mask: 0.5542, s1.loss_cls: 0.1378, s1.acc: 95.5972, s1.loss_bbox: 0.0527, s1.loss_mask: 0.2674, s2.loss_cls: 0.0401, s2.acc: 97.6428, s2.loss_bbox: 0.0069, s2.loss_mask: 0.1289, loss: 2.1291 +2025-06-18 17:41:45,541 - mmdet - INFO - Epoch [1][1600/7330] lr: 1.000e-04, eta: 2 days, 21:22:42, time: 0.863, data_time: 0.020, memory: 18008, loss_rpn_cls: 0.1665, loss_rpn_bbox: 0.0523, s0.loss_cls: 0.4725, s0.acc: 92.0493, s0.loss_bbox: 0.2846, s0.loss_mask: 0.5536, s1.loss_cls: 0.1455, s1.acc: 95.3679, s1.loss_bbox: 0.0564, s1.loss_mask: 0.2672, s2.loss_cls: 0.0414, s2.acc: 97.5481, s2.loss_bbox: 0.0074, s2.loss_mask: 0.1291, loss: 2.1765 +2025-06-18 17:42:33,482 - mmdet - INFO - Epoch [1][1650/7330] lr: 1.000e-04, eta: 2 days, 21:22:48, time: 0.959, data_time: 0.026, memory: 18008, loss_rpn_cls: 0.1619, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.4483, s0.acc: 92.2812, s0.loss_bbox: 0.2727, s0.loss_mask: 0.5548, s1.loss_cls: 0.1417, s1.acc: 95.3586, s1.loss_bbox: 0.0564, s1.loss_mask: 0.2679, s2.loss_cls: 0.0410, s2.acc: 97.5315, s2.loss_bbox: 0.0075, s2.loss_mask: 0.1295, loss: 2.1346 +2025-06-18 17:43:32,996 - mmdet - INFO - Epoch [1][1700/7330] lr: 1.000e-04, eta: 2 days, 21:52:33, time: 1.190, data_time: 0.025, memory: 18008, loss_rpn_cls: 0.1676, loss_rpn_bbox: 0.0521, s0.loss_cls: 0.4691, s0.acc: 91.9556, s0.loss_bbox: 0.2839, s0.loss_mask: 0.5505, s1.loss_cls: 0.1502, s1.acc: 95.0935, s1.loss_bbox: 0.0599, s1.loss_mask: 0.2656, s2.loss_cls: 0.0433, s2.acc: 97.3970, s2.loss_bbox: 0.0081, s2.loss_mask: 0.1281, loss: 2.1784 +2025-06-18 17:44:16,001 - mmdet - INFO - Epoch [1][1750/7330] lr: 1.000e-04, eta: 2 days, 21:39:21, time: 0.860, data_time: 0.024, memory: 18008, loss_rpn_cls: 0.1622, loss_rpn_bbox: 0.0541, s0.loss_cls: 0.4809, s0.acc: 91.7627, s0.loss_bbox: 0.2907, s0.loss_mask: 0.5510, s1.loss_cls: 0.1557, s1.acc: 94.8977, s1.loss_bbox: 0.0631, s1.loss_mask: 0.2645, s2.loss_cls: 0.0446, s2.acc: 97.3020, s2.loss_bbox: 0.0086, s2.loss_mask: 0.1276, loss: 2.2031 +2025-06-18 17:44:58,928 - mmdet - INFO - Epoch [1][1800/7330] lr: 1.000e-04, eta: 2 days, 21:26:40, time: 0.859, data_time: 0.025, memory: 18008, loss_rpn_cls: 0.1662, loss_rpn_bbox: 0.0552, s0.loss_cls: 0.4588, s0.acc: 92.1555, s0.loss_bbox: 0.2750, s0.loss_mask: 0.5443, s1.loss_cls: 0.1477, s1.acc: 95.1711, s1.loss_bbox: 0.0587, s1.loss_mask: 0.2620, s2.loss_cls: 0.0425, s2.acc: 97.4282, s2.loss_bbox: 0.0078, s2.loss_mask: 0.1266, loss: 2.1450 +2025-06-18 17:45:41,994 - mmdet - INFO - Epoch [1][1850/7330] lr: 1.000e-04, eta: 2 days, 21:14:51, time: 0.861, data_time: 0.025, memory: 18008, loss_rpn_cls: 0.1614, loss_rpn_bbox: 0.0529, s0.loss_cls: 0.4606, s0.acc: 92.0293, s0.loss_bbox: 0.2823, s0.loss_mask: 0.5430, s1.loss_cls: 0.1502, s1.acc: 94.9985, s1.loss_bbox: 0.0621, s1.loss_mask: 0.2614, s2.loss_cls: 0.0434, s2.acc: 97.3132, s2.loss_bbox: 0.0087, s2.loss_mask: 0.1262, loss: 2.1521 +2025-06-18 17:46:25,107 - mmdet - INFO - Epoch [1][1900/7330] lr: 1.000e-04, eta: 2 days, 21:03:53, time: 0.863, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1601, loss_rpn_bbox: 0.0542, s0.loss_cls: 0.4672, s0.acc: 91.9451, s0.loss_bbox: 0.2832, s0.loss_mask: 0.5487, s1.loss_cls: 0.1520, s1.acc: 94.9631, s1.loss_bbox: 0.0624, s1.loss_mask: 0.2635, s2.loss_cls: 0.0435, s2.acc: 97.3267, s2.loss_bbox: 0.0087, s2.loss_mask: 0.1267, loss: 2.1703 +2025-06-18 17:47:08,525 - mmdet - INFO - Epoch [1][1950/7330] lr: 1.000e-04, eta: 2 days, 20:54:04, time: 0.868, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1570, loss_rpn_bbox: 0.0540, s0.loss_cls: 0.4684, s0.acc: 91.6570, s0.loss_bbox: 0.2963, s0.loss_mask: 0.5410, s1.loss_cls: 0.1539, s1.acc: 94.6584, s1.loss_bbox: 0.0670, s1.loss_mask: 0.2592, s2.loss_cls: 0.0447, s2.acc: 97.1646, s2.loss_bbox: 0.0096, s2.loss_mask: 0.1251, loss: 2.1763 +2025-06-18 17:47:51,777 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 17:47:51,777 - mmdet - INFO - Epoch [1][2000/7330] lr: 1.000e-04, eta: 2 days, 20:44:17, time: 0.865, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1553, loss_rpn_bbox: 0.0515, s0.loss_cls: 0.4703, s0.acc: 91.6504, s0.loss_bbox: 0.2924, s0.loss_mask: 0.5383, s1.loss_cls: 0.1585, s1.acc: 94.5530, s1.loss_bbox: 0.0685, s1.loss_mask: 0.2589, s2.loss_cls: 0.0456, s2.acc: 97.1028, s2.loss_bbox: 0.0100, s2.loss_mask: 0.1239, loss: 2.1731 +2025-06-18 17:48:35,293 - mmdet - INFO - Epoch [1][2050/7330] lr: 1.000e-04, eta: 2 days, 20:35:36, time: 0.871, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1556, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.4682, s0.acc: 91.6375, s0.loss_bbox: 0.2943, s0.loss_mask: 0.5432, s1.loss_cls: 0.1568, s1.acc: 94.5686, s1.loss_bbox: 0.0685, s1.loss_mask: 0.2619, s2.loss_cls: 0.0453, s2.acc: 97.0930, s2.loss_bbox: 0.0100, s2.loss_mask: 0.1259, loss: 2.1823 +2025-06-18 17:49:20,831 - mmdet - INFO - Epoch [1][2100/7330] lr: 1.000e-04, eta: 2 days, 20:31:27, time: 0.911, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1518, loss_rpn_bbox: 0.0507, s0.loss_cls: 0.4510, s0.acc: 92.0239, s0.loss_bbox: 0.2817, s0.loss_mask: 0.5295, s1.loss_cls: 0.1514, s1.acc: 94.7544, s1.loss_bbox: 0.0661, s1.loss_mask: 0.2533, s2.loss_cls: 0.0445, s2.acc: 97.1641, s2.loss_bbox: 0.0100, s2.loss_mask: 0.1220, loss: 2.1121 +2025-06-18 17:50:14,589 - mmdet - INFO - Epoch [1][2150/7330] lr: 1.000e-04, eta: 2 days, 20:44:08, time: 1.075, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1553, loss_rpn_bbox: 0.0533, s0.loss_cls: 0.4486, s0.acc: 92.0525, s0.loss_bbox: 0.2784, s0.loss_mask: 0.5314, s1.loss_cls: 0.1540, s1.acc: 94.6514, s1.loss_bbox: 0.0676, s1.loss_mask: 0.2559, s2.loss_cls: 0.0449, s2.acc: 97.0854, s2.loss_bbox: 0.0104, s2.loss_mask: 0.1228, loss: 2.1226 +2025-06-18 17:51:05,022 - mmdet - INFO - Epoch [1][2200/7330] lr: 1.000e-04, eta: 2 days, 20:49:37, time: 1.009, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1532, loss_rpn_bbox: 0.0523, s0.loss_cls: 0.4595, s0.acc: 91.8923, s0.loss_bbox: 0.2839, s0.loss_mask: 0.5301, s1.loss_cls: 0.1578, s1.acc: 94.5740, s1.loss_bbox: 0.0686, s1.loss_mask: 0.2542, s2.loss_cls: 0.0463, s2.acc: 97.0259, s2.loss_bbox: 0.0106, s2.loss_mask: 0.1223, loss: 2.1389 +2025-06-18 17:51:48,275 - mmdet - INFO - Epoch [1][2250/7330] lr: 1.000e-04, eta: 2 days, 20:40:54, time: 0.865, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1514, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.4491, s0.acc: 92.0071, s0.loss_bbox: 0.2788, s0.loss_mask: 0.5232, s1.loss_cls: 0.1568, s1.acc: 94.5042, s1.loss_bbox: 0.0697, s1.loss_mask: 0.2512, s2.loss_cls: 0.0466, s2.acc: 96.9285, s2.loss_bbox: 0.0111, s2.loss_mask: 0.1204, loss: 2.1114 +2025-06-18 17:52:32,054 - mmdet - INFO - Epoch [1][2300/7330] lr: 1.000e-04, eta: 2 days, 20:33:31, time: 0.875, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1587, loss_rpn_bbox: 0.0550, s0.loss_cls: 0.4775, s0.acc: 91.4578, s0.loss_bbox: 0.3001, s0.loss_mask: 0.5312, s1.loss_cls: 0.1649, s1.acc: 94.1768, s1.loss_bbox: 0.0747, s1.loss_mask: 0.2551, s2.loss_cls: 0.0481, s2.acc: 96.8159, s2.loss_bbox: 0.0116, s2.loss_mask: 0.1227, loss: 2.1997 +2025-06-18 17:53:15,237 - mmdet - INFO - Epoch [1][2350/7330] lr: 1.000e-04, eta: 2 days, 20:25:16, time: 0.863, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1492, loss_rpn_bbox: 0.0526, s0.loss_cls: 0.4594, s0.acc: 91.7837, s0.loss_bbox: 0.2863, s0.loss_mask: 0.5250, s1.loss_cls: 0.1611, s1.acc: 94.3164, s1.loss_bbox: 0.0727, s1.loss_mask: 0.2513, s2.loss_cls: 0.0474, s2.acc: 96.8567, s2.loss_bbox: 0.0116, s2.loss_mask: 0.1209, loss: 2.1375 +2025-06-18 17:53:58,751 - mmdet - INFO - Epoch [1][2400/7330] lr: 1.000e-04, eta: 2 days, 20:18:02, time: 0.871, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1527, loss_rpn_bbox: 0.0530, s0.loss_cls: 0.4583, s0.acc: 91.7800, s0.loss_bbox: 0.2857, s0.loss_mask: 0.5221, s1.loss_cls: 0.1648, s1.acc: 94.1660, s1.loss_bbox: 0.0745, s1.loss_mask: 0.2504, s2.loss_cls: 0.0484, s2.acc: 96.7720, s2.loss_bbox: 0.0120, s2.loss_mask: 0.1199, loss: 2.1417 +2025-06-18 17:54:42,304 - mmdet - INFO - Epoch [1][2450/7330] lr: 1.000e-04, eta: 2 days, 20:11:06, time: 0.871, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1535, loss_rpn_bbox: 0.0528, s0.loss_cls: 0.4701, s0.acc: 91.4604, s0.loss_bbox: 0.2978, s0.loss_mask: 0.5226, s1.loss_cls: 0.1684, s1.acc: 93.9175, s1.loss_bbox: 0.0785, s1.loss_mask: 0.2512, s2.loss_cls: 0.0497, s2.acc: 96.6301, s2.loss_bbox: 0.0127, s2.loss_mask: 0.1205, loss: 2.1778 +2025-06-18 17:55:26,275 - mmdet - INFO - Epoch [1][2500/7330] lr: 1.000e-04, eta: 2 days, 20:05:08, time: 0.879, data_time: 0.019, memory: 20529, loss_rpn_cls: 0.1502, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.4594, s0.acc: 91.6719, s0.loss_bbox: 0.2873, s0.loss_mask: 0.5117, s1.loss_cls: 0.1655, s1.acc: 94.0002, s1.loss_bbox: 0.0773, s1.loss_mask: 0.2439, s2.loss_cls: 0.0492, s2.acc: 96.6028, s2.loss_bbox: 0.0130, s2.loss_mask: 0.1172, loss: 2.1255 +2025-06-18 17:56:12,785 - mmdet - INFO - Epoch [1][2550/7330] lr: 1.000e-04, eta: 2 days, 20:03:39, time: 0.930, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1517, loss_rpn_bbox: 0.0514, s0.loss_cls: 0.4745, s0.acc: 91.4443, s0.loss_bbox: 0.2980, s0.loss_mask: 0.5226, s1.loss_cls: 0.1704, s1.acc: 93.9116, s1.loss_bbox: 0.0780, s1.loss_mask: 0.2500, s2.loss_cls: 0.0506, s2.acc: 96.5930, s2.loss_bbox: 0.0129, s2.loss_mask: 0.1198, loss: 2.1800 +2025-06-18 17:56:59,169 - mmdet - INFO - Epoch [1][2600/7330] lr: 1.000e-04, eta: 2 days, 20:02:02, time: 0.928, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1440, loss_rpn_bbox: 0.0513, s0.loss_cls: 0.4677, s0.acc: 91.3604, s0.loss_bbox: 0.2989, s0.loss_mask: 0.5108, s1.loss_cls: 0.1681, s1.acc: 93.8481, s1.loss_bbox: 0.0791, s1.loss_mask: 0.2447, s2.loss_cls: 0.0508, s2.acc: 96.4731, s2.loss_bbox: 0.0137, s2.loss_mask: 0.1168, loss: 2.1459 +2025-06-18 17:57:55,543 - mmdet - INFO - Epoch [1][2650/7330] lr: 1.000e-04, eta: 2 days, 20:16:56, time: 1.128, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1477, loss_rpn_bbox: 0.0537, s0.loss_cls: 0.4660, s0.acc: 91.3108, s0.loss_bbox: 0.3035, s0.loss_mask: 0.5079, s1.loss_cls: 0.1689, s1.acc: 93.7161, s1.loss_bbox: 0.0815, s1.loss_mask: 0.2436, s2.loss_cls: 0.0510, s2.acc: 96.3933, s2.loss_bbox: 0.0140, s2.loss_mask: 0.1167, loss: 2.1545 +2025-06-18 17:58:44,250 - mmdet - INFO - Epoch [1][2700/7330] lr: 1.000e-04, eta: 2 days, 20:18:49, time: 0.974, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1516, loss_rpn_bbox: 0.0527, s0.loss_cls: 0.4666, s0.acc: 91.3198, s0.loss_bbox: 0.3024, s0.loss_mask: 0.5186, s1.loss_cls: 0.1717, s1.acc: 93.5220, s1.loss_bbox: 0.0846, s1.loss_mask: 0.2479, s2.loss_cls: 0.0518, s2.acc: 96.2676, s2.loss_bbox: 0.0148, s2.loss_mask: 0.1181, loss: 2.1809 +2025-06-18 17:59:28,506 - mmdet - INFO - Epoch [1][2750/7330] lr: 1.000e-04, eta: 2 days, 20:13:30, time: 0.884, data_time: 0.028, memory: 20529, loss_rpn_cls: 0.1428, loss_rpn_bbox: 0.0509, s0.loss_cls: 0.4589, s0.acc: 91.5901, s0.loss_bbox: 0.2889, s0.loss_mask: 0.4993, s1.loss_cls: 0.1703, s1.acc: 93.7007, s1.loss_bbox: 0.0821, s1.loss_mask: 0.2364, s2.loss_cls: 0.0517, s2.acc: 96.3445, s2.loss_bbox: 0.0148, s2.loss_mask: 0.1123, loss: 2.1084 +2025-06-18 18:00:12,207 - mmdet - INFO - Epoch [1][2800/7330] lr: 1.000e-04, eta: 2 days, 20:07:36, time: 0.875, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1445, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.4472, s0.acc: 91.5627, s0.loss_bbox: 0.2892, s0.loss_mask: 0.5095, s1.loss_cls: 0.1670, s1.acc: 93.6152, s1.loss_bbox: 0.0826, s1.loss_mask: 0.2423, s2.loss_cls: 0.0519, s2.acc: 96.2715, s2.loss_bbox: 0.0151, s2.loss_mask: 0.1162, loss: 2.1156 +2025-06-18 18:00:56,984 - mmdet - INFO - Epoch [1][2850/7330] lr: 1.000e-04, eta: 2 days, 20:03:27, time: 0.895, data_time: 0.031, memory: 20529, loss_rpn_cls: 0.1463, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.4670, s0.acc: 91.2300, s0.loss_bbox: 0.3014, s0.loss_mask: 0.5077, s1.loss_cls: 0.1752, s1.acc: 93.3843, s1.loss_bbox: 0.0855, s1.loss_mask: 0.2422, s2.loss_cls: 0.0544, s2.acc: 96.0518, s2.loss_bbox: 0.0158, s2.loss_mask: 0.1160, loss: 2.1639 +2025-06-18 18:01:41,103 - mmdet - INFO - Epoch [1][2900/7330] lr: 1.000e-04, eta: 2 days, 19:58:28, time: 0.883, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1408, loss_rpn_bbox: 0.0533, s0.loss_cls: 0.4504, s0.acc: 91.3499, s0.loss_bbox: 0.2987, s0.loss_mask: 0.5102, s1.loss_cls: 0.1673, s1.acc: 93.5156, s1.loss_bbox: 0.0845, s1.loss_mask: 0.2429, s2.loss_cls: 0.0518, s2.acc: 96.1843, s2.loss_bbox: 0.0156, s2.loss_mask: 0.1159, loss: 2.1313 +2025-06-18 18:02:25,226 - mmdet - INFO - Epoch [1][2950/7330] lr: 1.000e-04, eta: 2 days, 19:53:37, time: 0.883, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1429, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4473, s0.acc: 91.4668, s0.loss_bbox: 0.2943, s0.loss_mask: 0.5108, s1.loss_cls: 0.1688, s1.acc: 93.4934, s1.loss_bbox: 0.0851, s1.loss_mask: 0.2432, s2.loss_cls: 0.0525, s2.acc: 96.1018, s2.loss_bbox: 0.0160, s2.loss_mask: 0.1161, loss: 2.1287 +2025-06-18 18:03:12,095 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 18:03:12,095 - mmdet - INFO - Epoch [1][3000/7330] lr: 1.000e-04, eta: 2 days, 19:52:53, time: 0.937, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1510, loss_rpn_bbox: 0.0542, s0.loss_cls: 0.4496, s0.acc: 91.6221, s0.loss_bbox: 0.2859, s0.loss_mask: 0.5013, s1.loss_cls: 0.1700, s1.acc: 93.6134, s1.loss_bbox: 0.0821, s1.loss_mask: 0.2396, s2.loss_cls: 0.0537, s2.acc: 96.1425, s2.loss_bbox: 0.0157, s2.loss_mask: 0.1147, loss: 2.1180 +2025-06-18 18:03:56,219 - mmdet - INFO - Epoch [1][3050/7330] lr: 1.000e-04, eta: 2 days, 19:48:14, time: 0.882, data_time: 0.028, memory: 20529, loss_rpn_cls: 0.1494, loss_rpn_bbox: 0.0503, s0.loss_cls: 0.4676, s0.acc: 91.1360, s0.loss_bbox: 0.3028, s0.loss_mask: 0.5022, s1.loss_cls: 0.1764, s1.acc: 93.1626, s1.loss_bbox: 0.0881, s1.loss_mask: 0.2400, s2.loss_cls: 0.0557, s2.acc: 95.8608, s2.loss_bbox: 0.0169, s2.loss_mask: 0.1144, loss: 2.1638 +2025-06-18 18:04:51,002 - mmdet - INFO - Epoch [1][3100/7330] lr: 1.000e-04, eta: 2 days, 19:58:39, time: 1.095, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1449, loss_rpn_bbox: 0.0482, s0.loss_cls: 0.4493, s0.acc: 91.5535, s0.loss_bbox: 0.2899, s0.loss_mask: 0.5023, s1.loss_cls: 0.1692, s1.acc: 93.5315, s1.loss_bbox: 0.0843, s1.loss_mask: 0.2398, s2.loss_cls: 0.0530, s2.acc: 96.0820, s2.loss_bbox: 0.0161, s2.loss_mask: 0.1143, loss: 2.1113 +2025-06-18 18:05:40,135 - mmdet - INFO - Epoch [1][3150/7330] lr: 1.000e-04, eta: 2 days, 20:00:55, time: 0.983, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1363, loss_rpn_bbox: 0.0527, s0.loss_cls: 0.4494, s0.acc: 91.5020, s0.loss_bbox: 0.2925, s0.loss_mask: 0.5097, s1.loss_cls: 0.1689, s1.acc: 93.5083, s1.loss_bbox: 0.0855, s1.loss_mask: 0.2420, s2.loss_cls: 0.0526, s2.acc: 96.0902, s2.loss_bbox: 0.0163, s2.loss_mask: 0.1152, loss: 2.1210 +2025-06-18 18:06:27,464 - mmdet - INFO - Epoch [1][3200/7330] lr: 1.000e-04, eta: 2 days, 20:00:39, time: 0.947, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1453, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.4608, s0.acc: 91.3223, s0.loss_bbox: 0.2967, s0.loss_mask: 0.5099, s1.loss_cls: 0.1752, s1.acc: 93.3320, s1.loss_bbox: 0.0865, s1.loss_mask: 0.2426, s2.loss_cls: 0.0555, s2.acc: 95.8999, s2.loss_bbox: 0.0169, s2.loss_mask: 0.1153, loss: 2.1561 +2025-06-18 18:07:12,039 - mmdet - INFO - Epoch [1][3250/7330] lr: 1.000e-04, eta: 2 days, 19:56:41, time: 0.892, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1450, loss_rpn_bbox: 0.0508, s0.loss_cls: 0.4684, s0.acc: 90.8796, s0.loss_bbox: 0.3127, s0.loss_mask: 0.5013, s1.loss_cls: 0.1799, s1.acc: 92.8672, s1.loss_bbox: 0.0926, s1.loss_mask: 0.2391, s2.loss_cls: 0.0568, s2.acc: 95.6626, s2.loss_bbox: 0.0181, s2.loss_mask: 0.1137, loss: 2.1784 +2025-06-18 18:07:56,473 - mmdet - INFO - Epoch [1][3300/7330] lr: 1.000e-04, eta: 2 days, 19:52:36, time: 0.888, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1448, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.4641, s0.acc: 91.0222, s0.loss_bbox: 0.3081, s0.loss_mask: 0.4955, s1.loss_cls: 0.1780, s1.acc: 93.0112, s1.loss_bbox: 0.0913, s1.loss_mask: 0.2364, s2.loss_cls: 0.0563, s2.acc: 95.7556, s2.loss_bbox: 0.0179, s2.loss_mask: 0.1124, loss: 2.1572 +2025-06-18 18:08:40,621 - mmdet - INFO - Epoch [1][3350/7330] lr: 1.000e-04, eta: 2 days, 19:48:16, time: 0.883, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1347, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.4562, s0.acc: 91.2988, s0.loss_bbox: 0.2973, s0.loss_mask: 0.5013, s1.loss_cls: 0.1755, s1.acc: 93.1409, s1.loss_bbox: 0.0908, s1.loss_mask: 0.2391, s2.loss_cls: 0.0550, s2.acc: 95.8557, s2.loss_bbox: 0.0176, s2.loss_mask: 0.1137, loss: 2.1269 +2025-06-18 18:09:25,405 - mmdet - INFO - Epoch [1][3400/7330] lr: 1.000e-04, eta: 2 days, 19:44:52, time: 0.896, data_time: 0.031, memory: 20529, loss_rpn_cls: 0.1423, loss_rpn_bbox: 0.0500, s0.loss_cls: 0.4444, s0.acc: 91.3550, s0.loss_bbox: 0.2957, s0.loss_mask: 0.4971, s1.loss_cls: 0.1705, s1.acc: 93.2146, s1.loss_bbox: 0.0888, s1.loss_mask: 0.2364, s2.loss_cls: 0.0553, s2.acc: 95.7153, s2.loss_bbox: 0.0182, s2.loss_mask: 0.1121, loss: 2.1107 +2025-06-18 18:10:10,683 - mmdet - INFO - Epoch [1][3450/7330] lr: 1.000e-04, eta: 2 days, 19:42:09, time: 0.906, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1392, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.4607, s0.acc: 91.0295, s0.loss_bbox: 0.3061, s0.loss_mask: 0.4948, s1.loss_cls: 0.1781, s1.acc: 92.8804, s1.loss_bbox: 0.0933, s1.loss_mask: 0.2366, s2.loss_cls: 0.0576, s2.acc: 95.5593, s2.loss_bbox: 0.0190, s2.loss_mask: 0.1118, loss: 2.1473 +2025-06-18 18:10:58,917 - mmdet - INFO - Epoch [1][3500/7330] lr: 1.000e-04, eta: 2 days, 19:43:10, time: 0.965, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1425, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.4571, s0.acc: 90.9448, s0.loss_bbox: 0.3094, s0.loss_mask: 0.4913, s1.loss_cls: 0.1767, s1.acc: 92.8525, s1.loss_bbox: 0.0946, s1.loss_mask: 0.2335, s2.loss_cls: 0.0574, s2.acc: 95.4600, s2.loss_bbox: 0.0197, s2.loss_mask: 0.1109, loss: 2.1423 +2025-06-18 18:11:44,097 - mmdet - INFO - Epoch [1][3550/7330] lr: 1.000e-04, eta: 2 days, 19:40:23, time: 0.904, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1294, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.4588, s0.acc: 91.0325, s0.loss_bbox: 0.3046, s0.loss_mask: 0.4956, s1.loss_cls: 0.1794, s1.acc: 92.8471, s1.loss_bbox: 0.0944, s1.loss_mask: 0.2368, s2.loss_cls: 0.0583, s2.acc: 95.4648, s2.loss_bbox: 0.0197, s2.loss_mask: 0.1116, loss: 2.1371 +2025-06-18 18:12:42,288 - mmdet - INFO - Epoch [1][3600/7330] lr: 1.000e-04, eta: 2 days, 19:53:20, time: 1.164, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1384, loss_rpn_bbox: 0.0516, s0.loss_cls: 0.4542, s0.acc: 90.9368, s0.loss_bbox: 0.3078, s0.loss_mask: 0.4901, s1.loss_cls: 0.1753, s1.acc: 92.8015, s1.loss_bbox: 0.0947, s1.loss_mask: 0.2322, s2.loss_cls: 0.0576, s2.acc: 95.4177, s2.loss_bbox: 0.0197, s2.loss_mask: 0.1100, loss: 2.1315 +2025-06-18 18:13:32,678 - mmdet - INFO - Epoch [1][3650/7330] lr: 1.000e-04, eta: 2 days, 19:56:39, time: 1.008, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1386, loss_rpn_bbox: 0.0506, s0.loss_cls: 0.4558, s0.acc: 91.1130, s0.loss_bbox: 0.3010, s0.loss_mask: 0.4865, s1.loss_cls: 0.1768, s1.acc: 92.9548, s1.loss_bbox: 0.0918, s1.loss_mask: 0.2305, s2.loss_cls: 0.0583, s2.acc: 95.4827, s2.loss_bbox: 0.0193, s2.loss_mask: 0.1097, loss: 2.1188 +2025-06-18 18:14:17,752 - mmdet - INFO - Epoch [1][3700/7330] lr: 1.000e-04, eta: 2 days, 19:53:36, time: 0.901, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1327, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.4618, s0.acc: 90.9353, s0.loss_bbox: 0.3094, s0.loss_mask: 0.4798, s1.loss_cls: 0.1801, s1.acc: 92.7733, s1.loss_bbox: 0.0960, s1.loss_mask: 0.2284, s2.loss_cls: 0.0591, s2.acc: 95.3480, s2.loss_bbox: 0.0206, s2.loss_mask: 0.1077, loss: 2.1268 +2025-06-18 18:15:03,506 - mmdet - INFO - Epoch [1][3750/7330] lr: 1.000e-04, eta: 2 days, 19:51:22, time: 0.914, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1391, loss_rpn_bbox: 0.0525, s0.loss_cls: 0.4612, s0.acc: 91.0056, s0.loss_bbox: 0.3058, s0.loss_mask: 0.4901, s1.loss_cls: 0.1802, s1.acc: 92.7846, s1.loss_bbox: 0.0938, s1.loss_mask: 0.2330, s2.loss_cls: 0.0596, s2.acc: 95.3481, s2.loss_bbox: 0.0198, s2.loss_mask: 0.1109, loss: 2.1460 +2025-06-18 18:15:48,702 - mmdet - INFO - Epoch [1][3800/7330] lr: 1.000e-04, eta: 2 days, 19:48:38, time: 0.905, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1395, loss_rpn_bbox: 0.0512, s0.loss_cls: 0.4551, s0.acc: 91.0540, s0.loss_bbox: 0.3042, s0.loss_mask: 0.4803, s1.loss_cls: 0.1782, s1.acc: 92.8638, s1.loss_bbox: 0.0941, s1.loss_mask: 0.2271, s2.loss_cls: 0.0589, s2.acc: 95.4023, s2.loss_bbox: 0.0201, s2.loss_mask: 0.1072, loss: 2.1159 +2025-06-18 18:16:34,226 - mmdet - INFO - Epoch [1][3850/7330] lr: 1.000e-04, eta: 2 days, 19:46:16, time: 0.910, data_time: 0.028, memory: 20529, loss_rpn_cls: 0.1366, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4556, s0.acc: 90.9556, s0.loss_bbox: 0.3086, s0.loss_mask: 0.4866, s1.loss_cls: 0.1760, s1.acc: 92.8464, s1.loss_bbox: 0.0938, s1.loss_mask: 0.2305, s2.loss_cls: 0.0581, s2.acc: 95.3831, s2.loss_bbox: 0.0200, s2.loss_mask: 0.1091, loss: 2.1260 +2025-06-18 18:17:19,424 - mmdet - INFO - Epoch [1][3900/7330] lr: 1.000e-04, eta: 2 days, 19:43:34, time: 0.904, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1295, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.4584, s0.acc: 90.7280, s0.loss_bbox: 0.3148, s0.loss_mask: 0.4854, s1.loss_cls: 0.1809, s1.acc: 92.5107, s1.loss_bbox: 0.0994, s1.loss_mask: 0.2305, s2.loss_cls: 0.0601, s2.acc: 95.1409, s2.loss_bbox: 0.0215, s2.loss_mask: 0.1088, loss: 2.1370 +2025-06-18 18:18:06,698 - mmdet - INFO - Epoch [1][3950/7330] lr: 1.000e-04, eta: 2 days, 19:43:11, time: 0.945, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1337, loss_rpn_bbox: 0.0498, s0.loss_cls: 0.4485, s0.acc: 91.1614, s0.loss_bbox: 0.3016, s0.loss_mask: 0.4874, s1.loss_cls: 0.1752, s1.acc: 92.8579, s1.loss_bbox: 0.0951, s1.loss_mask: 0.2295, s2.loss_cls: 0.0575, s2.acc: 95.3518, s2.loss_bbox: 0.0207, s2.loss_mask: 0.1083, loss: 2.1073 +2025-06-18 18:18:52,242 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 18:18:52,242 - mmdet - INFO - Epoch [1][4000/7330] lr: 1.000e-04, eta: 2 days, 19:40:58, time: 0.912, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1301, loss_rpn_bbox: 0.0501, s0.loss_cls: 0.4551, s0.acc: 91.0889, s0.loss_bbox: 0.3009, s0.loss_mask: 0.4841, s1.loss_cls: 0.1796, s1.acc: 92.7409, s1.loss_bbox: 0.0953, s1.loss_mask: 0.2290, s2.loss_cls: 0.0601, s2.acc: 95.2254, s2.loss_bbox: 0.0210, s2.loss_mask: 0.1082, loss: 2.1135 +2025-06-18 18:19:45,097 - mmdet - INFO - Epoch [1][4050/7330] lr: 1.000e-04, eta: 2 days, 19:46:34, time: 1.057, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1243, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.4449, s0.acc: 91.0945, s0.loss_bbox: 0.3025, s0.loss_mask: 0.4808, s1.loss_cls: 0.1744, s1.acc: 92.7868, s1.loss_bbox: 0.0961, s1.loss_mask: 0.2258, s2.loss_cls: 0.0591, s2.acc: 95.1754, s2.loss_bbox: 0.0216, s2.loss_mask: 0.1070, loss: 2.0840 +2025-06-18 18:20:37,754 - mmdet - INFO - Epoch [1][4100/7330] lr: 1.000e-04, eta: 2 days, 19:51:49, time: 1.053, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1348, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.4388, s0.acc: 91.3564, s0.loss_bbox: 0.2948, s0.loss_mask: 0.4855, s1.loss_cls: 0.1743, s1.acc: 93.0079, s1.loss_bbox: 0.0918, s1.loss_mask: 0.2298, s2.loss_cls: 0.0590, s2.acc: 95.4016, s2.loss_bbox: 0.0203, s2.loss_mask: 0.1081, loss: 2.0852 +2025-06-18 18:21:25,721 - mmdet - INFO - Epoch [1][4150/7330] lr: 1.000e-04, eta: 2 days, 19:52:01, time: 0.959, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1389, loss_rpn_bbox: 0.0519, s0.loss_cls: 0.4563, s0.acc: 90.8567, s0.loss_bbox: 0.3092, s0.loss_mask: 0.4858, s1.loss_cls: 0.1822, s1.acc: 92.5076, s1.loss_bbox: 0.0989, s1.loss_mask: 0.2311, s2.loss_cls: 0.0617, s2.acc: 95.0122, s2.loss_bbox: 0.0222, s2.loss_mask: 0.1091, loss: 2.1474 +2025-06-18 18:22:10,893 - mmdet - INFO - Epoch [1][4200/7330] lr: 1.000e-04, eta: 2 days, 19:49:19, time: 0.903, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1298, loss_rpn_bbox: 0.0490, s0.loss_cls: 0.4475, s0.acc: 91.1250, s0.loss_bbox: 0.3019, s0.loss_mask: 0.4701, s1.loss_cls: 0.1770, s1.acc: 92.7036, s1.loss_bbox: 0.0965, s1.loss_mask: 0.2221, s2.loss_cls: 0.0600, s2.acc: 95.1147, s2.loss_bbox: 0.0222, s2.loss_mask: 0.1048, loss: 2.0807 +2025-06-18 18:22:56,017 - mmdet - INFO - Epoch [1][4250/7330] lr: 1.000e-04, eta: 2 days, 19:46:37, time: 0.903, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1334, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4402, s0.acc: 91.1465, s0.loss_bbox: 0.2985, s0.loss_mask: 0.4795, s1.loss_cls: 0.1758, s1.acc: 92.6947, s1.loss_bbox: 0.0968, s1.loss_mask: 0.2275, s2.loss_cls: 0.0600, s2.acc: 95.0790, s2.loss_bbox: 0.0222, s2.loss_mask: 0.1072, loss: 2.0922 +2025-06-18 18:23:41,409 - mmdet - INFO - Epoch [1][4300/7330] lr: 1.000e-04, eta: 2 days, 19:44:13, time: 0.908, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1331, loss_rpn_bbox: 0.0511, s0.loss_cls: 0.4492, s0.acc: 90.9180, s0.loss_bbox: 0.3096, s0.loss_mask: 0.4731, s1.loss_cls: 0.1786, s1.acc: 92.5078, s1.loss_bbox: 0.1001, s1.loss_mask: 0.2234, s2.loss_cls: 0.0607, s2.acc: 94.9066, s2.loss_bbox: 0.0232, s2.loss_mask: 0.1054, loss: 2.1074 +2025-06-18 18:24:26,481 - mmdet - INFO - Epoch [1][4350/7330] lr: 1.000e-04, eta: 2 days, 19:41:33, time: 0.901, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1246, loss_rpn_bbox: 0.0482, s0.loss_cls: 0.4316, s0.acc: 91.3618, s0.loss_bbox: 0.2901, s0.loss_mask: 0.4722, s1.loss_cls: 0.1721, s1.acc: 92.8594, s1.loss_bbox: 0.0951, s1.loss_mask: 0.2238, s2.loss_cls: 0.0594, s2.acc: 95.0679, s2.loss_bbox: 0.0224, s2.loss_mask: 0.1058, loss: 2.0454 +2025-06-18 18:25:11,915 - mmdet - INFO - Epoch [1][4400/7330] lr: 1.000e-04, eta: 2 days, 19:39:16, time: 0.909, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1236, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.4416, s0.acc: 91.1394, s0.loss_bbox: 0.3026, s0.loss_mask: 0.4836, s1.loss_cls: 0.1741, s1.acc: 92.8030, s1.loss_bbox: 0.0968, s1.loss_mask: 0.2281, s2.loss_cls: 0.0586, s2.acc: 95.1833, s2.loss_bbox: 0.0224, s2.loss_mask: 0.1076, loss: 2.0849 +2025-06-18 18:25:59,828 - mmdet - INFO - Epoch [1][4450/7330] lr: 1.000e-04, eta: 2 days, 19:39:27, time: 0.958, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1345, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.4456, s0.acc: 91.0752, s0.loss_bbox: 0.3019, s0.loss_mask: 0.4719, s1.loss_cls: 0.1753, s1.acc: 92.7039, s1.loss_bbox: 0.0959, s1.loss_mask: 0.2232, s2.loss_cls: 0.0594, s2.acc: 95.1465, s2.loss_bbox: 0.0217, s2.loss_mask: 0.1042, loss: 2.0811 +2025-06-18 18:26:47,643 - mmdet - INFO - Epoch [1][4500/7330] lr: 1.000e-04, eta: 2 days, 19:39:27, time: 0.955, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1350, loss_rpn_bbox: 0.0476, s0.loss_cls: 0.4390, s0.acc: 91.1274, s0.loss_bbox: 0.2980, s0.loss_mask: 0.4620, s1.loss_cls: 0.1768, s1.acc: 92.5822, s1.loss_bbox: 0.0980, s1.loss_mask: 0.2173, s2.loss_cls: 0.0607, s2.acc: 94.9242, s2.loss_bbox: 0.0232, s2.loss_mask: 0.1023, loss: 2.0598 +2025-06-18 18:27:40,081 - mmdet - INFO - Epoch [1][4550/7330] lr: 1.000e-04, eta: 2 days, 19:43:56, time: 1.050, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1302, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.4255, s0.acc: 91.3975, s0.loss_bbox: 0.2907, s0.loss_mask: 0.4654, s1.loss_cls: 0.1688, s1.acc: 92.9052, s1.loss_bbox: 0.0943, s1.loss_mask: 0.2200, s2.loss_cls: 0.0581, s2.acc: 95.1261, s2.loss_bbox: 0.0222, s2.loss_mask: 0.1032, loss: 2.0279 +2025-06-18 18:28:30,259 - mmdet - INFO - Epoch [1][4600/7330] lr: 1.000e-04, eta: 2 days, 19:46:07, time: 1.004, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1210, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.4255, s0.acc: 91.3701, s0.loss_bbox: 0.2937, s0.loss_mask: 0.4715, s1.loss_cls: 0.1696, s1.acc: 92.8777, s1.loss_bbox: 0.0962, s1.loss_mask: 0.2216, s2.loss_cls: 0.0585, s2.acc: 95.1174, s2.loss_bbox: 0.0228, s2.loss_mask: 0.1043, loss: 2.0289 +2025-06-18 18:29:18,757 - mmdet - INFO - Epoch [1][4650/7330] lr: 1.000e-04, eta: 2 days, 19:46:40, time: 0.970, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1269, loss_rpn_bbox: 0.0507, s0.loss_cls: 0.4458, s0.acc: 90.8477, s0.loss_bbox: 0.3089, s0.loss_mask: 0.4675, s1.loss_cls: 0.1800, s1.acc: 92.3369, s1.loss_bbox: 0.1017, s1.loss_mask: 0.2226, s2.loss_cls: 0.0626, s2.acc: 94.7129, s2.loss_bbox: 0.0242, s2.loss_mask: 0.1054, loss: 2.0964 +2025-06-18 18:30:03,956 - mmdet - INFO - Epoch [1][4700/7330] lr: 1.000e-04, eta: 2 days, 19:44:11, time: 0.904, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1263, loss_rpn_bbox: 0.0474, s0.loss_cls: 0.4369, s0.acc: 91.1670, s0.loss_bbox: 0.2989, s0.loss_mask: 0.4640, s1.loss_cls: 0.1743, s1.acc: 92.6538, s1.loss_bbox: 0.0981, s1.loss_mask: 0.2189, s2.loss_cls: 0.0604, s2.acc: 94.9088, s2.loss_bbox: 0.0236, s2.loss_mask: 0.1030, loss: 2.0517 +2025-06-18 18:30:49,768 - mmdet - INFO - Epoch [1][4750/7330] lr: 1.000e-04, eta: 2 days, 19:42:17, time: 0.916, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1346, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.4445, s0.acc: 90.8896, s0.loss_bbox: 0.3092, s0.loss_mask: 0.4746, s1.loss_cls: 0.1800, s1.acc: 92.2878, s1.loss_bbox: 0.1023, s1.loss_mask: 0.2242, s2.loss_cls: 0.0630, s2.acc: 94.5963, s2.loss_bbox: 0.0248, s2.loss_mask: 0.1052, loss: 2.1113 +2025-06-18 18:31:35,001 - mmdet - INFO - Epoch [1][4800/7330] lr: 1.000e-04, eta: 2 days, 19:39:53, time: 0.905, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1288, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4221, s0.acc: 91.3113, s0.loss_bbox: 0.2927, s0.loss_mask: 0.4703, s1.loss_cls: 0.1710, s1.acc: 92.6468, s1.loss_bbox: 0.0974, s1.loss_mask: 0.2230, s2.loss_cls: 0.0603, s2.acc: 94.8444, s2.loss_bbox: 0.0238, s2.loss_mask: 0.1050, loss: 2.0456 +2025-06-18 18:32:20,140 - mmdet - INFO - Epoch [1][4850/7330] lr: 1.000e-04, eta: 2 days, 19:37:24, time: 0.902, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1331, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.4340, s0.acc: 91.0718, s0.loss_bbox: 0.3020, s0.loss_mask: 0.4656, s1.loss_cls: 0.1735, s1.acc: 92.5733, s1.loss_bbox: 0.0976, s1.loss_mask: 0.2204, s2.loss_cls: 0.0604, s2.acc: 94.8770, s2.loss_bbox: 0.0230, s2.loss_mask: 0.1033, loss: 2.0624 +2025-06-18 18:33:08,392 - mmdet - INFO - Epoch [1][4900/7330] lr: 1.000e-04, eta: 2 days, 19:37:45, time: 0.966, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1313, loss_rpn_bbox: 0.0487, s0.loss_cls: 0.4263, s0.acc: 91.1909, s0.loss_bbox: 0.2976, s0.loss_mask: 0.4673, s1.loss_cls: 0.1717, s1.acc: 92.6425, s1.loss_bbox: 0.0981, s1.loss_mask: 0.2205, s2.loss_cls: 0.0603, s2.acc: 94.8054, s2.loss_bbox: 0.0239, s2.loss_mask: 0.1045, loss: 2.0502 +2025-06-18 18:33:57,466 - mmdet - INFO - Epoch [1][4950/7330] lr: 1.000e-04, eta: 2 days, 19:38:47, time: 0.982, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1315, loss_rpn_bbox: 0.0542, s0.loss_cls: 0.4367, s0.acc: 90.8301, s0.loss_bbox: 0.3096, s0.loss_mask: 0.4685, s1.loss_cls: 0.1760, s1.acc: 92.3663, s1.loss_bbox: 0.1021, s1.loss_mask: 0.2239, s2.loss_cls: 0.0615, s2.acc: 94.6901, s2.loss_bbox: 0.0245, s2.loss_mask: 0.1063, loss: 2.0947 +2025-06-18 18:34:47,832 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 18:34:47,832 - mmdet - INFO - Epoch [1][5000/7330] lr: 1.000e-04, eta: 2 days, 19:40:52, time: 1.007, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1216, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.4317, s0.acc: 91.3293, s0.loss_bbox: 0.2916, s0.loss_mask: 0.4606, s1.loss_cls: 0.1766, s1.acc: 92.6331, s1.loss_bbox: 0.0984, s1.loss_mask: 0.2170, s2.loss_cls: 0.0623, s2.acc: 94.7903, s2.loss_bbox: 0.0241, s2.loss_mask: 0.1016, loss: 2.0318 +2025-06-18 18:35:36,406 - mmdet - INFO - Epoch [1][5050/7330] lr: 1.000e-04, eta: 2 days, 19:41:22, time: 0.971, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1315, loss_rpn_bbox: 0.0493, s0.loss_cls: 0.4360, s0.acc: 91.0366, s0.loss_bbox: 0.3010, s0.loss_mask: 0.4643, s1.loss_cls: 0.1771, s1.acc: 92.4261, s1.loss_bbox: 0.1007, s1.loss_mask: 0.2196, s2.loss_cls: 0.0621, s2.acc: 94.6369, s2.loss_bbox: 0.0244, s2.loss_mask: 0.1029, loss: 2.0690 +2025-06-18 18:36:27,209 - mmdet - INFO - Epoch [1][5100/7330] lr: 1.000e-04, eta: 2 days, 19:43:45, time: 1.016, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.4278, s0.acc: 91.2485, s0.loss_bbox: 0.2941, s0.loss_mask: 0.4646, s1.loss_cls: 0.1717, s1.acc: 92.6865, s1.loss_bbox: 0.0972, s1.loss_mask: 0.2187, s2.loss_cls: 0.0599, s2.acc: 94.8860, s2.loss_bbox: 0.0236, s2.loss_mask: 0.1025, loss: 2.0277 +2025-06-18 18:37:15,276 - mmdet - INFO - Epoch [1][5150/7330] lr: 1.000e-04, eta: 2 days, 19:43:46, time: 0.961, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1327, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.4237, s0.acc: 91.0959, s0.loss_bbox: 0.3010, s0.loss_mask: 0.4622, s1.loss_cls: 0.1697, s1.acc: 92.5688, s1.loss_bbox: 0.1001, s1.loss_mask: 0.2198, s2.loss_cls: 0.0601, s2.acc: 94.7528, s2.loss_bbox: 0.0247, s2.loss_mask: 0.1038, loss: 2.0474 +2025-06-18 18:38:01,281 - mmdet - INFO - Epoch [1][5200/7330] lr: 1.000e-04, eta: 2 days, 19:42:03, time: 0.920, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1357, loss_rpn_bbox: 0.0510, s0.loss_cls: 0.4296, s0.acc: 91.0759, s0.loss_bbox: 0.2961, s0.loss_mask: 0.4574, s1.loss_cls: 0.1743, s1.acc: 92.4898, s1.loss_bbox: 0.0995, s1.loss_mask: 0.2166, s2.loss_cls: 0.0624, s2.acc: 94.6265, s2.loss_bbox: 0.0250, s2.loss_mask: 0.1018, loss: 2.0494 +2025-06-18 18:38:47,256 - mmdet - INFO - Epoch [1][5250/7330] lr: 1.000e-04, eta: 2 days, 19:40:20, time: 0.919, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1283, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4579, s0.acc: 90.4548, s0.loss_bbox: 0.3216, s0.loss_mask: 0.4677, s1.loss_cls: 0.1862, s1.acc: 91.9245, s1.loss_bbox: 0.1073, s1.loss_mask: 0.2200, s2.loss_cls: 0.0657, s2.acc: 94.2601, s2.loss_bbox: 0.0264, s2.loss_mask: 0.1027, loss: 2.1355 +2025-06-18 18:39:32,662 - mmdet - INFO - Epoch [1][5300/7330] lr: 1.000e-04, eta: 2 days, 19:38:11, time: 0.908, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1226, loss_rpn_bbox: 0.0495, s0.loss_cls: 0.4455, s0.acc: 90.7595, s0.loss_bbox: 0.3155, s0.loss_mask: 0.4736, s1.loss_cls: 0.1784, s1.acc: 92.2918, s1.loss_bbox: 0.1030, s1.loss_mask: 0.2243, s2.loss_cls: 0.0631, s2.acc: 94.6560, s2.loss_bbox: 0.0248, s2.loss_mask: 0.1053, loss: 2.1056 +2025-06-18 18:40:20,899 - mmdet - INFO - Epoch [1][5350/7330] lr: 1.000e-04, eta: 2 days, 19:38:20, time: 0.965, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.4386, s0.acc: 90.8518, s0.loss_bbox: 0.3131, s0.loss_mask: 0.4605, s1.loss_cls: 0.1764, s1.acc: 92.3095, s1.loss_bbox: 0.1042, s1.loss_mask: 0.2166, s2.loss_cls: 0.0625, s2.acc: 94.5347, s2.loss_bbox: 0.0260, s2.loss_mask: 0.1017, loss: 2.0723 +2025-06-18 18:41:10,149 - mmdet - INFO - Epoch [1][5400/7330] lr: 1.000e-04, eta: 2 days, 19:39:15, time: 0.985, data_time: 0.018, memory: 20529, loss_rpn_cls: 0.1231, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.4336, s0.acc: 91.0435, s0.loss_bbox: 0.3003, s0.loss_mask: 0.4606, s1.loss_cls: 0.1759, s1.acc: 92.4598, s1.loss_bbox: 0.1000, s1.loss_mask: 0.2161, s2.loss_cls: 0.0622, s2.acc: 94.6759, s2.loss_bbox: 0.0248, s2.loss_mask: 0.1014, loss: 2.0446 +2025-06-18 18:41:56,433 - mmdet - INFO - Epoch [1][5450/7330] lr: 1.000e-04, eta: 2 days, 19:37:49, time: 0.926, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1259, loss_rpn_bbox: 0.0491, s0.loss_cls: 0.4308, s0.acc: 90.8877, s0.loss_bbox: 0.3042, s0.loss_mask: 0.4529, s1.loss_cls: 0.1769, s1.acc: 92.1387, s1.loss_bbox: 0.1041, s1.loss_mask: 0.2150, s2.loss_cls: 0.0641, s2.acc: 94.2593, s2.loss_bbox: 0.0267, s2.loss_mask: 0.1012, loss: 2.0508 +2025-06-18 18:42:49,913 - mmdet - INFO - Epoch [1][5500/7330] lr: 1.000e-04, eta: 2 days, 19:42:01, time: 1.070, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1223, loss_rpn_bbox: 0.0513, s0.loss_cls: 0.4375, s0.acc: 90.8059, s0.loss_bbox: 0.3095, s0.loss_mask: 0.4599, s1.loss_cls: 0.1765, s1.acc: 92.2806, s1.loss_bbox: 0.1039, s1.loss_mask: 0.2175, s2.loss_cls: 0.0627, s2.acc: 94.4205, s2.loss_bbox: 0.0263, s2.loss_mask: 0.1015, loss: 2.0688 +2025-06-18 18:43:41,884 - mmdet - INFO - Epoch [1][5550/7330] lr: 1.000e-04, eta: 2 days, 19:44:58, time: 1.039, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.4496, s0.acc: 90.7275, s0.loss_bbox: 0.3137, s0.loss_mask: 0.4593, s1.loss_cls: 0.1811, s1.acc: 92.2611, s1.loss_bbox: 0.1034, s1.loss_mask: 0.2166, s2.loss_cls: 0.0646, s2.acc: 94.4577, s2.loss_bbox: 0.0258, s2.loss_mask: 0.1014, loss: 2.0884 +2025-06-18 18:44:30,147 - mmdet - INFO - Epoch [1][5600/7330] lr: 1.000e-04, eta: 2 days, 19:44:59, time: 0.965, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1288, loss_rpn_bbox: 0.0465, s0.loss_cls: 0.4314, s0.acc: 91.0366, s0.loss_bbox: 0.3022, s0.loss_mask: 0.4482, s1.loss_cls: 0.1751, s1.acc: 92.3732, s1.loss_bbox: 0.1018, s1.loss_mask: 0.2122, s2.loss_cls: 0.0629, s2.acc: 94.4599, s2.loss_bbox: 0.0258, s2.loss_mask: 0.0991, loss: 2.0340 +2025-06-18 18:45:16,504 - mmdet - INFO - Epoch [1][5650/7330] lr: 1.000e-04, eta: 2 days, 19:43:33, time: 0.927, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1341, loss_rpn_bbox: 0.0517, s0.loss_cls: 0.4504, s0.acc: 90.6929, s0.loss_bbox: 0.3109, s0.loss_mask: 0.4585, s1.loss_cls: 0.1835, s1.acc: 92.1135, s1.loss_bbox: 0.1033, s1.loss_mask: 0.2154, s2.loss_cls: 0.0661, s2.acc: 94.3291, s2.loss_bbox: 0.0257, s2.loss_mask: 0.1003, loss: 2.1000 +2025-06-18 18:46:02,751 - mmdet - INFO - Epoch [1][5700/7330] lr: 1.000e-04, eta: 2 days, 19:42:02, time: 0.925, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1217, loss_rpn_bbox: 0.0462, s0.loss_cls: 0.4358, s0.acc: 90.7249, s0.loss_bbox: 0.3133, s0.loss_mask: 0.4468, s1.loss_cls: 0.1783, s1.acc: 92.0681, s1.loss_bbox: 0.1051, s1.loss_mask: 0.2097, s2.loss_cls: 0.0642, s2.acc: 94.2356, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0987, loss: 2.0467 +2025-06-18 18:46:48,895 - mmdet - INFO - Epoch [1][5750/7330] lr: 1.000e-04, eta: 2 days, 19:40:28, time: 0.923, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1214, loss_rpn_bbox: 0.0478, s0.loss_cls: 0.4438, s0.acc: 90.5715, s0.loss_bbox: 0.3142, s0.loss_mask: 0.4568, s1.loss_cls: 0.1807, s1.acc: 91.9630, s1.loss_bbox: 0.1062, s1.loss_mask: 0.2167, s2.loss_cls: 0.0652, s2.acc: 94.1534, s2.loss_bbox: 0.0269, s2.loss_mask: 0.1020, loss: 2.0816 +2025-06-18 18:47:38,147 - mmdet - INFO - Epoch [1][5800/7330] lr: 1.000e-04, eta: 2 days, 19:41:12, time: 0.985, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1310, loss_rpn_bbox: 0.0524, s0.loss_cls: 0.4494, s0.acc: 90.4705, s0.loss_bbox: 0.3208, s0.loss_mask: 0.4560, s1.loss_cls: 0.1821, s1.acc: 91.9945, s1.loss_bbox: 0.1076, s1.loss_mask: 0.2137, s2.loss_cls: 0.0658, s2.acc: 94.1551, s2.loss_bbox: 0.0272, s2.loss_mask: 0.1000, loss: 2.1061 +2025-06-18 18:48:24,061 - mmdet - INFO - Epoch [1][5850/7330] lr: 1.000e-04, eta: 2 days, 19:39:28, time: 0.918, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1227, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.4242, s0.acc: 90.9724, s0.loss_bbox: 0.3006, s0.loss_mask: 0.4466, s1.loss_cls: 0.1728, s1.acc: 92.2301, s1.loss_bbox: 0.1034, s1.loss_mask: 0.2102, s2.loss_cls: 0.0629, s2.acc: 94.3535, s2.loss_bbox: 0.0268, s2.loss_mask: 0.0979, loss: 2.0151 +2025-06-18 18:49:14,637 - mmdet - INFO - Epoch [1][5900/7330] lr: 1.000e-04, eta: 2 days, 19:41:08, time: 1.011, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1309, loss_rpn_bbox: 0.0487, s0.loss_cls: 0.4529, s0.acc: 90.3826, s0.loss_bbox: 0.3229, s0.loss_mask: 0.4571, s1.loss_cls: 0.1858, s1.acc: 91.7135, s1.loss_bbox: 0.1110, s1.loss_mask: 0.2154, s2.loss_cls: 0.0673, s2.acc: 93.9055, s2.loss_bbox: 0.0287, s2.loss_mask: 0.1010, loss: 2.1218 +2025-06-18 18:50:05,751 - mmdet - INFO - Epoch [1][5950/7330] lr: 1.000e-04, eta: 2 days, 19:43:10, time: 1.022, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1119, loss_rpn_bbox: 0.0440, s0.loss_cls: 0.4222, s0.acc: 90.9363, s0.loss_bbox: 0.3085, s0.loss_mask: 0.4558, s1.loss_cls: 0.1733, s1.acc: 92.2429, s1.loss_bbox: 0.1053, s1.loss_mask: 0.2140, s2.loss_cls: 0.0621, s2.acc: 94.3915, s2.loss_bbox: 0.0270, s2.loss_mask: 0.0998, loss: 2.0240 +2025-06-18 18:50:57,135 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 18:50:57,135 - mmdet - INFO - Epoch [1][6000/7330] lr: 1.000e-04, eta: 2 days, 19:45:18, time: 1.027, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1203, loss_rpn_bbox: 0.0443, s0.loss_cls: 0.4226, s0.acc: 91.0427, s0.loss_bbox: 0.3013, s0.loss_mask: 0.4509, s1.loss_cls: 0.1712, s1.acc: 92.4068, s1.loss_bbox: 0.1019, s1.loss_mask: 0.2120, s2.loss_cls: 0.0617, s2.acc: 94.4545, s2.loss_bbox: 0.0263, s2.loss_mask: 0.0989, loss: 2.0113 +2025-06-18 18:51:48,887 - mmdet - INFO - Epoch [1][6050/7330] lr: 1.000e-04, eta: 2 days, 19:47:42, time: 1.036, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1220, loss_rpn_bbox: 0.0473, s0.loss_cls: 0.4239, s0.acc: 90.8879, s0.loss_bbox: 0.3033, s0.loss_mask: 0.4469, s1.loss_cls: 0.1755, s1.acc: 92.0888, s1.loss_bbox: 0.1043, s1.loss_mask: 0.2105, s2.loss_cls: 0.0637, s2.acc: 94.2250, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0983, loss: 2.0230 +2025-06-18 18:52:35,109 - mmdet - INFO - Epoch [1][6100/7330] lr: 1.000e-04, eta: 2 days, 19:46:08, time: 0.924, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1149, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.4137, s0.acc: 91.0874, s0.loss_bbox: 0.2991, s0.loss_mask: 0.4396, s1.loss_cls: 0.1716, s1.acc: 92.2012, s1.loss_bbox: 0.1046, s1.loss_mask: 0.2089, s2.loss_cls: 0.0630, s2.acc: 94.1967, s2.loss_bbox: 0.0283, s2.loss_mask: 0.0976, loss: 1.9872 +2025-06-18 18:53:20,834 - mmdet - INFO - Epoch [1][6150/7330] lr: 1.000e-04, eta: 2 days, 19:44:14, time: 0.914, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1156, loss_rpn_bbox: 0.0442, s0.loss_cls: 0.4105, s0.acc: 91.1636, s0.loss_bbox: 0.2959, s0.loss_mask: 0.4474, s1.loss_cls: 0.1694, s1.acc: 92.3987, s1.loss_bbox: 0.1021, s1.loss_mask: 0.2095, s2.loss_cls: 0.0625, s2.acc: 94.3216, s2.loss_bbox: 0.0269, s2.loss_mask: 0.0983, loss: 1.9824 +2025-06-18 18:54:07,114 - mmdet - INFO - Epoch [1][6200/7330] lr: 1.000e-04, eta: 2 days, 19:42:44, time: 0.926, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1256, loss_rpn_bbox: 0.0486, s0.loss_cls: 0.4404, s0.acc: 90.5552, s0.loss_bbox: 0.3161, s0.loss_mask: 0.4512, s1.loss_cls: 0.1823, s1.acc: 91.8922, s1.loss_bbox: 0.1090, s1.loss_mask: 0.2121, s2.loss_cls: 0.0675, s2.acc: 93.9540, s2.loss_bbox: 0.0295, s2.loss_mask: 0.0995, loss: 2.0818 +2025-06-18 18:54:55,704 - mmdet - INFO - Epoch [1][6250/7330] lr: 1.000e-04, eta: 2 days, 19:42:50, time: 0.972, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1171, loss_rpn_bbox: 0.0460, s0.loss_cls: 0.4169, s0.acc: 91.0017, s0.loss_bbox: 0.2994, s0.loss_mask: 0.4448, s1.loss_cls: 0.1728, s1.acc: 92.2014, s1.loss_bbox: 0.1028, s1.loss_mask: 0.2095, s2.loss_cls: 0.0639, s2.acc: 94.2436, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0984, loss: 1.9989 +2025-06-18 18:55:41,752 - mmdet - INFO - Epoch [1][6300/7330] lr: 1.000e-04, eta: 2 days, 19:41:11, time: 0.921, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1201, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.4240, s0.acc: 90.9136, s0.loss_bbox: 0.3019, s0.loss_mask: 0.4481, s1.loss_cls: 0.1728, s1.acc: 92.2874, s1.loss_bbox: 0.1031, s1.loss_mask: 0.2109, s2.loss_cls: 0.0635, s2.acc: 94.2922, s2.loss_bbox: 0.0272, s2.loss_mask: 0.0979, loss: 2.0161 +2025-06-18 18:56:30,631 - mmdet - INFO - Epoch [1][6350/7330] lr: 1.000e-04, eta: 2 days, 19:41:27, time: 0.978, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1251, loss_rpn_bbox: 0.0459, s0.loss_cls: 0.4200, s0.acc: 91.0598, s0.loss_bbox: 0.2998, s0.loss_mask: 0.4466, s1.loss_cls: 0.1731, s1.acc: 92.2954, s1.loss_bbox: 0.1041, s1.loss_mask: 0.2102, s2.loss_cls: 0.0629, s2.acc: 94.3464, s2.loss_bbox: 0.0275, s2.loss_mask: 0.0980, loss: 2.0132 +2025-06-18 18:57:19,201 - mmdet - INFO - Epoch [1][6400/7330] lr: 1.000e-04, eta: 2 days, 19:41:29, time: 0.971, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1145, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.4181, s0.acc: 91.0730, s0.loss_bbox: 0.3001, s0.loss_mask: 0.4514, s1.loss_cls: 0.1713, s1.acc: 92.3810, s1.loss_bbox: 0.1023, s1.loss_mask: 0.2118, s2.loss_cls: 0.0633, s2.acc: 94.3558, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0988, loss: 2.0038 +2025-06-18 18:58:10,663 - mmdet - INFO - Epoch [1][6450/7330] lr: 1.000e-04, eta: 2 days, 19:43:29, time: 1.030, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1167, loss_rpn_bbox: 0.0438, s0.loss_cls: 0.4070, s0.acc: 91.0798, s0.loss_bbox: 0.2978, s0.loss_mask: 0.4442, s1.loss_cls: 0.1681, s1.acc: 92.2914, s1.loss_bbox: 0.1027, s1.loss_mask: 0.2088, s2.loss_cls: 0.0623, s2.acc: 94.2529, s2.loss_bbox: 0.0274, s2.loss_mask: 0.0976, loss: 1.9763 +2025-06-18 18:59:00,113 - mmdet - INFO - Epoch [1][6500/7330] lr: 1.000e-04, eta: 2 days, 19:44:04, time: 0.989, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1215, loss_rpn_bbox: 0.0496, s0.loss_cls: 0.4206, s0.acc: 90.8960, s0.loss_bbox: 0.3076, s0.loss_mask: 0.4415, s1.loss_cls: 0.1732, s1.acc: 92.1517, s1.loss_bbox: 0.1047, s1.loss_mask: 0.2079, s2.loss_cls: 0.0636, s2.acc: 94.2411, s2.loss_bbox: 0.0276, s2.loss_mask: 0.0976, loss: 2.0155 +2025-06-18 18:59:51,103 - mmdet - INFO - Epoch [1][6550/7330] lr: 1.000e-04, eta: 2 days, 19:45:39, time: 1.020, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1113, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.4107, s0.acc: 91.1738, s0.loss_bbox: 0.2962, s0.loss_mask: 0.4483, s1.loss_cls: 0.1697, s1.acc: 92.3338, s1.loss_bbox: 0.1036, s1.loss_mask: 0.2097, s2.loss_cls: 0.0629, s2.acc: 94.2526, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0973, loss: 1.9851 +2025-06-18 19:00:37,492 - mmdet - INFO - Epoch [1][6600/7330] lr: 1.000e-04, eta: 2 days, 19:44:12, time: 0.928, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1188, loss_rpn_bbox: 0.0468, s0.loss_cls: 0.4275, s0.acc: 90.6714, s0.loss_bbox: 0.3153, s0.loss_mask: 0.4505, s1.loss_cls: 0.1753, s1.acc: 91.9533, s1.loss_bbox: 0.1086, s1.loss_mask: 0.2115, s2.loss_cls: 0.0644, s2.acc: 94.0106, s2.loss_bbox: 0.0290, s2.loss_mask: 0.0985, loss: 2.0462 +2025-06-18 19:01:24,205 - mmdet - INFO - Epoch [1][6650/7330] lr: 1.000e-04, eta: 2 days, 19:42:59, time: 0.934, data_time: 0.024, memory: 20529, loss_rpn_cls: 0.1172, loss_rpn_bbox: 0.0479, s0.loss_cls: 0.4224, s0.acc: 90.8589, s0.loss_bbox: 0.3058, s0.loss_mask: 0.4443, s1.loss_cls: 0.1763, s1.acc: 91.9833, s1.loss_bbox: 0.1071, s1.loss_mask: 0.2087, s2.loss_cls: 0.0661, s2.acc: 93.9580, s2.loss_bbox: 0.0294, s2.loss_mask: 0.0975, loss: 2.0226 +2025-06-18 19:02:13,647 - mmdet - INFO - Epoch [1][6700/7330] lr: 1.000e-04, eta: 2 days, 19:43:30, time: 0.989, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1192, loss_rpn_bbox: 0.0488, s0.loss_cls: 0.4123, s0.acc: 91.0647, s0.loss_bbox: 0.3052, s0.loss_mask: 0.4501, s1.loss_cls: 0.1691, s1.acc: 92.3193, s1.loss_bbox: 0.1048, s1.loss_mask: 0.2119, s2.loss_cls: 0.0633, s2.acc: 94.2115, s2.loss_bbox: 0.0280, s2.loss_mask: 0.0995, loss: 2.0123 +2025-06-18 19:03:00,234 - mmdet - INFO - Epoch [1][6750/7330] lr: 1.000e-04, eta: 2 days, 19:42:11, time: 0.932, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1207, loss_rpn_bbox: 0.0448, s0.loss_cls: 0.4352, s0.acc: 90.5718, s0.loss_bbox: 0.3161, s0.loss_mask: 0.4403, s1.loss_cls: 0.1798, s1.acc: 91.8030, s1.loss_bbox: 0.1102, s1.loss_mask: 0.2059, s2.loss_cls: 0.0674, s2.acc: 93.7993, s2.loss_bbox: 0.0302, s2.loss_mask: 0.0949, loss: 2.0453 +2025-06-18 19:03:49,686 - mmdet - INFO - Epoch [1][6800/7330] lr: 1.000e-04, eta: 2 days, 19:42:42, time: 0.989, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1238, loss_rpn_bbox: 0.0502, s0.loss_cls: 0.4340, s0.acc: 90.6160, s0.loss_bbox: 0.3171, s0.loss_mask: 0.4460, s1.loss_cls: 0.1792, s1.acc: 91.8726, s1.loss_bbox: 0.1096, s1.loss_mask: 0.2103, s2.loss_cls: 0.0667, s2.acc: 93.9049, s2.loss_bbox: 0.0294, s2.loss_mask: 0.0974, loss: 2.0638 +2025-06-18 19:04:39,027 - mmdet - INFO - Epoch [1][6850/7330] lr: 1.000e-04, eta: 2 days, 19:43:06, time: 0.986, data_time: 0.027, memory: 20529, loss_rpn_cls: 0.1195, loss_rpn_bbox: 0.0477, s0.loss_cls: 0.4336, s0.acc: 90.3579, s0.loss_bbox: 0.3238, s0.loss_mask: 0.4406, s1.loss_cls: 0.1813, s1.acc: 91.5990, s1.loss_bbox: 0.1128, s1.loss_mask: 0.2076, s2.loss_cls: 0.0680, s2.acc: 93.5975, s2.loss_bbox: 0.0305, s2.loss_mask: 0.0965, loss: 2.0619 +2025-06-18 19:05:27,516 - mmdet - INFO - Epoch [1][6900/7330] lr: 1.000e-04, eta: 2 days, 19:42:59, time: 0.971, data_time: 0.023, memory: 20529, loss_rpn_cls: 0.1154, loss_rpn_bbox: 0.0469, s0.loss_cls: 0.4045, s0.acc: 91.1682, s0.loss_bbox: 0.2952, s0.loss_mask: 0.4378, s1.loss_cls: 0.1660, s1.acc: 92.4111, s1.loss_bbox: 0.1018, s1.loss_mask: 0.2060, s2.loss_cls: 0.0620, s2.acc: 94.2669, s2.loss_bbox: 0.0281, s2.loss_mask: 0.0965, loss: 1.9603 +2025-06-18 19:06:19,108 - mmdet - INFO - Epoch [1][6950/7330] lr: 1.000e-04, eta: 2 days, 19:44:46, time: 1.032, data_time: 0.025, memory: 20529, loss_rpn_cls: 0.1129, loss_rpn_bbox: 0.0434, s0.loss_cls: 0.4231, s0.acc: 90.7065, s0.loss_bbox: 0.3105, s0.loss_mask: 0.4422, s1.loss_cls: 0.1754, s1.acc: 91.9511, s1.loss_bbox: 0.1083, s1.loss_mask: 0.2075, s2.loss_cls: 0.0654, s2.acc: 93.9148, s2.loss_bbox: 0.0296, s2.loss_mask: 0.0967, loss: 2.0151 +2025-06-18 19:07:05,539 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 19:07:05,540 - mmdet - INFO - Epoch [1][7000/7330] lr: 1.000e-04, eta: 2 days, 19:43:20, time: 0.929, data_time: 0.019, memory: 20529, loss_rpn_cls: 0.1171, loss_rpn_bbox: 0.0463, s0.loss_cls: 0.4080, s0.acc: 91.1899, s0.loss_bbox: 0.3007, s0.loss_mask: 0.4462, s1.loss_cls: 0.1682, s1.acc: 92.4109, s1.loss_bbox: 0.1043, s1.loss_mask: 0.2095, s2.loss_cls: 0.0630, s2.acc: 94.2094, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0980, loss: 1.9898 +2025-06-18 19:07:57,306 - mmdet - INFO - Epoch [1][7050/7330] lr: 1.000e-04, eta: 2 days, 19:45:10, time: 1.035, data_time: 0.026, memory: 20529, loss_rpn_cls: 0.1174, loss_rpn_bbox: 0.0467, s0.loss_cls: 0.4235, s0.acc: 90.8701, s0.loss_bbox: 0.3055, s0.loss_mask: 0.4433, s1.loss_cls: 0.1729, s1.acc: 92.1852, s1.loss_bbox: 0.1051, s1.loss_mask: 0.2081, s2.loss_cls: 0.0642, s2.acc: 94.1504, s2.loss_bbox: 0.0285, s2.loss_mask: 0.0963, loss: 2.0115 +2025-06-18 19:08:43,980 - mmdet - INFO - Epoch [1][7100/7330] lr: 1.000e-04, eta: 2 days, 19:43:52, time: 0.933, data_time: 0.020, memory: 20529, loss_rpn_cls: 0.1124, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.4213, s0.acc: 90.8250, s0.loss_bbox: 0.3086, s0.loss_mask: 0.4340, s1.loss_cls: 0.1743, s1.acc: 91.9770, s1.loss_bbox: 0.1074, s1.loss_mask: 0.2056, s2.loss_cls: 0.0647, s2.acc: 93.9798, s2.loss_bbox: 0.0291, s2.loss_mask: 0.0958, loss: 1.9978 +2025-06-18 19:09:30,650 - mmdet - INFO - Epoch [1][7150/7330] lr: 1.000e-04, eta: 2 days, 19:42:37, time: 0.934, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1163, loss_rpn_bbox: 0.0466, s0.loss_cls: 0.4208, s0.acc: 90.6548, s0.loss_bbox: 0.3149, s0.loss_mask: 0.4500, s1.loss_cls: 0.1728, s1.acc: 91.9830, s1.loss_bbox: 0.1081, s1.loss_mask: 0.2125, s2.loss_cls: 0.0643, s2.acc: 93.9806, s2.loss_bbox: 0.0295, s2.loss_mask: 0.0988, loss: 2.0347 +2025-06-18 19:10:19,770 - mmdet - INFO - Epoch [1][7200/7330] lr: 1.000e-04, eta: 2 days, 19:42:48, time: 0.982, data_time: 0.021, memory: 20529, loss_rpn_cls: 0.1200, loss_rpn_bbox: 0.0478, s0.loss_cls: 0.4111, s0.acc: 91.0068, s0.loss_bbox: 0.2995, s0.loss_mask: 0.4377, s1.loss_cls: 0.1711, s1.acc: 92.1260, s1.loss_bbox: 0.1057, s1.loss_mask: 0.2055, s2.loss_cls: 0.0649, s2.acc: 94.0080, s2.loss_bbox: 0.0291, s2.loss_mask: 0.0962, loss: 1.9885 +2025-06-18 19:11:05,660 - mmdet - INFO - Epoch [1][7250/7330] lr: 1.000e-04, eta: 2 days, 19:41:03, time: 0.917, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1185, loss_rpn_bbox: 0.0447, s0.loss_cls: 0.4040, s0.acc: 91.2148, s0.loss_bbox: 0.2943, s0.loss_mask: 0.4453, s1.loss_cls: 0.1666, s1.acc: 92.3785, s1.loss_bbox: 0.1021, s1.loss_mask: 0.2089, s2.loss_cls: 0.0617, s2.acc: 94.2393, s2.loss_bbox: 0.0277, s2.loss_mask: 0.0970, loss: 1.9707 +2025-06-18 19:11:54,624 - mmdet - INFO - Epoch [1][7300/7330] lr: 1.000e-04, eta: 2 days, 19:41:09, time: 0.980, data_time: 0.022, memory: 20529, loss_rpn_cls: 0.1132, loss_rpn_bbox: 0.0461, s0.loss_cls: 0.4125, s0.acc: 90.6726, s0.loss_bbox: 0.3130, s0.loss_mask: 0.4374, s1.loss_cls: 0.1729, s1.acc: 91.8075, s1.loss_bbox: 0.1112, s1.loss_mask: 0.2063, s2.loss_cls: 0.0654, s2.acc: 93.6888, s2.loss_bbox: 0.0313, s2.loss_mask: 0.0961, loss: 2.0053 +2025-06-18 19:12:34,182 - mmdet - INFO - Saving checkpoint at 1 epochs +2025-06-18 19:16:02,084 - mmdet - INFO - Evaluating bbox... +2025-06-18 19:16:40,431 - mmdet - INFO - Evaluating segm... +2025-06-18 19:17:22,525 - mmdet - INFO - Exp name: cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py +2025-06-18 19:17:22,525 - mmdet - INFO - Epoch(val) [1][7330] bbox_mAP: 0.0590, bbox_mAP_50: 0.1120, bbox_mAP_75: 0.0570, bbox_mAP_s: 0.0280, bbox_mAP_m: 0.0620, bbox_mAP_l: 0.0800, bbox_mAP_copypaste: 0.059 0.112 0.057 0.028 0.062 0.080, segm_mAP: 0.0540, segm_mAP_50: 0.1040, segm_mAP_75: 0.0500, segm_mAP_s: 0.0220, segm_mAP_m: 0.0580, segm_mAP_l: 0.0760, segm_mAP_copypaste: 0.054 0.104 0.050 0.022 0.058 0.076 diff --git a/mmdet/results/train/swin_moe_4_16/20250618_171536.log.json b/mmdet/results/train/swin_moe_4_16/20250618_171536.log.json new file mode 100644 index 0000000000000000000000000000000000000000..06feec2e85da16f43fa104884aa2252ca94ff72f --- /dev/null +++ b/mmdet/results/train/swin_moe_4_16/20250618_171536.log.json @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:fbc70bf9a76478e9baf905e4945a94cc27caf75eda90c34d42c1258b8143d9ac +size 87109 diff --git a/mmdet/results/train/swin_moe_4_16/cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py b/mmdet/results/train/swin_moe_4_16/cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py new file mode 100644 index 0000000000000000000000000000000000000000..03dfc550fa35a27d7704d432cdef70215184a7f4 --- /dev/null +++ b/mmdet/results/train/swin_moe_4_16/cascade_mask_swin_base_3x_coco_sample_1_bs_16_moe.py @@ -0,0 +1,438 @@ +model = dict( + type='CascadeRCNN', + pretrained=None, + backbone=dict( + type='SwinTransformer_moe', + embed_dim=128, + depths=[2, 2, 18, 2], + num_heads=[4, 8, 16, 32], + window_size=7, + mlp_ratio=4.0, + qkv_bias=True, + qk_scale=None, + drop_rate=0.0, + attn_drop_rate=0.0, + drop_path_rate=0.3, + ape=False, + patch_norm=True, + out_indices=(0, 1, 2, 3), + use_checkpoint=False), + neck=dict( + type='FPN', + in_channels=[128, 256, 512, 1024], + out_channels=256, + num_outs=5), + rpn_head=dict( + type='RPNHead', + in_channels=256, + feat_channels=256, + anchor_generator=dict( + type='AnchorGenerator', + scales=[8], + ratios=[0.5, 1.0, 2.0], + strides=[4, 8, 16, 32, 64]), + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[1.0, 1.0, 1.0, 1.0]), + loss_cls=dict( + type='CrossEntropyLoss', use_sigmoid=True, loss_weight=1.0), + loss_bbox=dict( + type='SmoothL1Loss', beta=0.1111111111111111, loss_weight=1.0)), + roi_head=dict( + type='CascadeRoIHead', + num_stages=3, + stage_loss_weights=[1, 0.5, 0.25], + bbox_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=7, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + bbox_head=[ + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.1, 0.1, 0.2, 0.2]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.05, 0.05, 0.1, 0.1]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)), + dict( + type='ConvFCBBoxHead', + num_shared_convs=4, + num_shared_fcs=1, + in_channels=256, + conv_out_channels=256, + fc_out_channels=1024, + roi_feat_size=7, + num_classes=80, + bbox_coder=dict( + type='DeltaXYWHBBoxCoder', + target_means=[0.0, 0.0, 0.0, 0.0], + target_stds=[0.033, 0.033, 0.067, 0.067]), + reg_class_agnostic=False, + reg_decoded_bbox=True, + norm_cfg=dict(type='SyncBN', requires_grad=True), + loss_cls=dict( + type='CrossEntropyLoss', + use_sigmoid=False, + loss_weight=1.0), + loss_bbox=dict(type='GIoULoss', loss_weight=10.0)) + ], + mask_roi_extractor=dict( + type='SingleRoIExtractor', + roi_layer=dict(type='RoIAlign', output_size=14, sampling_ratio=0), + out_channels=256, + featmap_strides=[4, 8, 16, 32]), + mask_head=dict( + type='FCNMaskHead', + num_convs=4, + in_channels=256, + conv_out_channels=256, + num_classes=80, + loss_mask=dict( + type='CrossEntropyLoss', use_mask=True, loss_weight=1.0))), + train_cfg=dict( + rpn=dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.3, + min_pos_iou=0.3, + match_low_quality=True, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=256, + pos_fraction=0.5, + neg_pos_ub=-1, + add_gt_as_proposals=False), + allowed_border=0, + pos_weight=-1, + debug=False), + rpn_proposal=dict( + nms_across_levels=False, + nms_pre=2000, + nms_post=2000, + max_per_img=2000, + nms=dict(type='nms', iou_threshold=0.7), + min_bbox_size=0), + rcnn=[ + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.5, + neg_iou_thr=0.5, + min_pos_iou=0.5, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.6, + neg_iou_thr=0.6, + min_pos_iou=0.6, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False), + dict( + assigner=dict( + type='MaxIoUAssigner', + pos_iou_thr=0.7, + neg_iou_thr=0.7, + min_pos_iou=0.7, + match_low_quality=False, + ignore_iof_thr=-1), + sampler=dict( + type='RandomSampler', + num=512, + pos_fraction=0.25, + neg_pos_ub=-1, + add_gt_as_proposals=True), + mask_size=28, + pos_weight=-1, + debug=False) + ]), + test_cfg=dict( + rpn=dict( + nms_across_levels=False, + nms_pre=1000, + nms_post=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 = '/root/autodl-tmp/COCO2017/' +img_norm_cfg = dict( + mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_rgb=True) +train_pipeline = [ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), (576, 1333), + (608, 1333), (640, 1333), (672, 1333), (704, 1333), + (736, 1333), (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict(type='Collect', keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) +] +test_pipeline = [ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) +] +data = dict( + samples_per_gpu=2, + workers_per_gpu=4, + train=dict( + type='CocoDataset', + ann_file= + '/root/autodl-tmp/COCO2017/annotations/instances_train2017.json', + img_prefix='/root/autodl-tmp/COCO2017/train2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict(type='LoadAnnotations', with_bbox=True, with_mask=True), + dict(type='RandomFlip', flip_ratio=0.5), + dict( + type='AutoAugment', + policies=[[{ + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), (544, 1333), + (576, 1333), (608, 1333), (640, 1333), + (672, 1333), (704, 1333), (736, 1333), + (768, 1333), (800, 1333)], + 'multiscale_mode': + 'value', + 'keep_ratio': + True + }], + [{ + 'type': 'Resize', + 'img_scale': [(400, 1333), (500, 1333), + (600, 1333)], + 'multiscale_mode': 'value', + 'keep_ratio': True + }, { + 'type': 'RandomCrop', + 'crop_type': 'absolute_range', + 'crop_size': (384, 600), + 'allow_negative_crop': True + }, { + 'type': + 'Resize', + 'img_scale': [(480, 1333), (512, 1333), + (544, 1333), (576, 1333), + (608, 1333), (640, 1333), + (672, 1333), (704, 1333), + (736, 1333), (768, 1333), + (800, 1333)], + 'multiscale_mode': + 'value', + 'override': + True, + 'keep_ratio': + True + }]]), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='DefaultFormatBundle'), + dict( + type='Collect', + keys=['img', 'gt_bboxes', 'gt_labels', 'gt_masks']) + ]), + val=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ]), + test=dict( + type='CocoDataset', + ann_file='/root/autodl-tmp/COCO2017/annotations/instances_val2017.json', + img_prefix='/root/autodl-tmp/COCO2017/val2017/', + pipeline=[ + dict(type='LoadImageFromFile'), + dict( + type='MultiScaleFlipAug', + img_scale=(1333, 800), + flip=False, + transforms=[ + dict(type='Resize', keep_ratio=True), + dict(type='RandomFlip'), + dict( + type='Normalize', + mean=[123.675, 116.28, 103.53], + std=[58.395, 57.12, 57.375], + to_rgb=True), + dict(type='Pad', size_divisor=32), + dict(type='ImageToTensor', keys=['img']), + dict(type='Collect', keys=['img']) + ]) + ])) +evaluation = dict(metric=['bbox', 'segm'], gpu_collect=True) +optimizer = dict( + type='AdamW', + lr=0.0001, + betas=(0.9, 0.999), + weight_decay=0.05, + paramwise_cfg=dict( + custom_keys=dict( + absolute_pos_embed=dict(decay_mult=0.0), + relative_position_bias_table=dict(decay_mult=0.0), + norm=dict(decay_mult=0.0)))) +optimizer_config = dict( + grad_clip=None, + type='DistOptimizerHook', + update_interval=1, + coalesce=True, + bucket_size_mb=-1, + use_fp16=True) +lr_config = dict( + policy='step', + warmup='linear', + warmup_iters=500, + warmup_ratio=0.001, + step=[27, 33]) +runner = dict(type='EpochBasedRunnerAmp', max_epochs=36) +checkpoint_config = dict(interval=1) +log_config = dict(interval=50, hooks=[dict(type='TextLoggerHook')]) +custom_hooks = [dict(type='NumClassCheckHook')] +dist_params = dict(backend='nccl') +log_level = 'INFO' +load_from = '/root/autodl-tmp/caihaojie/mona/Swin-Transformer-Object-Detection/pretrained_model/swin_base_moe_16.pth' +resume_from = None +workflow = [('train', 1)] +fp16 = None +work_dir = './results/train/swin_moe/' +gpu_ids = range(0, 8) diff --git a/mmdet/results/train/swin_moe_4_16/epoch_1.pth b/mmdet/results/train/swin_moe_4_16/epoch_1.pth new file mode 100644 index 0000000000000000000000000000000000000000..d5ac5bbced4c2a13a1e53a951018dac45533ec48 --- /dev/null +++ b/mmdet/results/train/swin_moe_4_16/epoch_1.pth @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:f68ee64ec6afc557351f05145ae1bbf042cdab3380a510d3a85c5b6487e4a0ef +size 1502177584 diff --git a/mmdet/results/train/swin_moe_4_16/latest.pth b/mmdet/results/train/swin_moe_4_16/latest.pth new file mode 120000 index 0000000000000000000000000000000000000000..1448b9847a673dd71d8809d8853e076666cc274b --- /dev/null +++ b/mmdet/results/train/swin_moe_4_16/latest.pth @@ -0,0 +1 @@ +epoch_1.pth \ No newline at end of file