convnext_exp9(1).log

2022-03-24 08:12:58,805 - mmdet - INFO - Environment info:
------------------------------------------------------------
sys.platform: linux
Python: 3.7.11 (default, Jul 27 2021, 14:32:16) [GCC 7.5.0]
CUDA available: True
GPU 0,1,2,3,4,5,6,7: Tesla V100-SXM2-32GB
CUDA_HOME: None
GCC: gcc (GCC) 4.8.5 20150623 (Red Hat 4.8.5-44)
PyTorch: 1.10.2
PyTorch compiling details: PyTorch built with:
  - GCC 7.3
  - C++ Version: 201402
  - Intel(R) oneAPI Math Kernel Library Version 2021.4-Product Build 20210904 for Intel(R) 64 architecture applications
  - Intel(R) MKL-DNN v2.2.3 (Git Hash 7336ca9f055cf1bfa13efb658fe15dc9b41f0740)
  - OpenMP 201511 (a.k.a. OpenMP 4.5)
  - LAPACK is enabled (usually provided by MKL)
  - NNPACK is enabled
  - CPU capability usage: AVX2
  - CUDA Runtime 10.2
  - 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_61,code=sm_61;-gencode;arch=compute_70,code=sm_70;-gencode;arch=compute_75,code=sm_75;-gencode;arch=compute_37,code=compute_37
  - CuDNN 7.6.5
  - Magma 2.5.2
  - Build settings: BLAS_INFO=mkl, BUILD_TYPE=Release, CUDA_VERSION=10.2, CUDNN_VERSION=7.6.5, CXX_COMPILER=/opt/rh/devtoolset-7/root/usr/bin/c++, CXX_FLAGS= -Wno-deprecated -fvisibility-inlines-hidden -DUSE_PTHREADPOOL -fopenmp -DNDEBUG -DUSE_KINETO -DUSE_FBGEMM -DUSE_QNNPACK -DUSE_PYTORCH_QNNPACK -DUSE_XNNPACK -DSYMBOLICATE_MOBILE_DEBUG_HANDLE -DEDGE_PROFILER_USE_KINETO -O2 -fPIC -Wno-narrowing -Wall -Wextra -Werror=return-type -Wno-missing-field-initializers -Wno-type-limits -Wno-array-bounds -Wno-unknown-pragmas -Wno-sign-compare -Wno-unused-parameter -Wno-unused-variable -Wno-unused-function -Wno-unused-result -Wno-unused-local-typedefs -Wno-strict-overflow -Wno-strict-aliasing -Wno-error=deprecated-declarations -Wno-stringop-overflow -Wno-psabi -Wno-error=pedantic -Wno-error=redundant-decls -Wno-error=old-style-cast -fdiagnostics-color=always -faligned-new -Wno-unused-but-set-variable -Wno-maybe-uninitialized -fno-math-errno -fno-trapping-math -Werror=format -Wno-stringop-overflow, LAPACK_INFO=mkl, PERF_WITH_AVX=1, PERF_WITH_AVX2=1, PERF_WITH_AVX512=1, TORCH_VERSION=1.10.2, USE_CUDA=ON, USE_CUDNN=ON, USE_EXCEPTION_PTR=1, USE_GFLAGS=OFF, USE_GLOG=OFF, USE_MKL=ON, USE_MKLDNN=ON, USE_MPI=OFF, USE_NCCL=ON, USE_NNPACK=ON, USE_OPENMP=ON, 

TorchVision: 0.11.3
OpenCV: 4.5.5
MMCV: 1.4.0
MMCV Compiler: GCC 7.3
MMCV CUDA Compiler: 10.2
MMDetection: 2.11.0+
------------------------------------------------------------

2022-03-24 08:12:59,332 - mmdet - INFO - Distributed training: True
2022-03-24 08:12:59,924 - mmdet - INFO - Config:
fp16 = None
model = dict(
    type='CascadeRCNN',
    pretrained=None,
    backbone=dict(
        type='ConvNeXt',
        in_chans=3,
        depths=[3, 3, 27, 3],
        dims=[256, 512, 1024, 2048],
        drop_path_rate=0.8,
        layer_scale_init_value=1.0,
        out_indices=[0, 1, 2, 3]),
    neck=dict(
        type='FPN',
        in_channels=[256, 512, 1024, 2048],
        out_channels=256,
        num_outs=5),
    rpn_head=dict(
        type='RPNHead',
        in_channels=256,
        feat_channels=256,
        anchor_generator=dict(
            type='AnchorGenerator',
            scales=[2],
            ratios=[0.2, 0.5, 1.0, 2.0, 5.0],
            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=2,
                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=2,
                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=2,
                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))
        ]),
    train_cfg=dict(
        rpn=dict(
            assigner=dict(
                type='MaxIoUAssigner',
                pos_iou_thr=0.5,
                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=0.3,
                    neg_iou_thr=0.3,
                    min_pos_iou=0.3,
                    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),
                pos_weight=-1,
                debug=False),
            dict(
                assigner=dict(
                    type='MaxIoUAssigner',
                    pos_iou_thr=0.4,
                    neg_iou_thr=0.4,
                    min_pos_iou=0.4,
                    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),
                pos_weight=-1,
                debug=False),
            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),
                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=0.1,
            nms=dict(type='nms', iou_threshold=0.5),
            max_per_img=100)))
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),
    dict(type='Resize', img_scale=(9999, 256), keep_ratio=True),
    dict(type='RandomFlip', flip_ratio=0.5, direction='horizontal'),
    dict(type='Grid', use_h=True, use_w=True, prob=0.5),
    dict(type='Translate', level=1, prob=0.5, img_fill_val=0),
    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'])
]
test_pipeline = [
    dict(type='LoadImageFromFile'),
    dict(
        type='MultiScaleFlipAug',
        img_scale=(9999, 256),
        flip=False,
        transforms=[
            dict(type='Resize', img_scale=(9999, 256), keep_ratio=True),
            dict(type='RandomFlip', flip_ratio=0.5, direction='horizontal'),
            dict(type='Grid', use_h=True, use_w=True, prob=0.5),
            dict(type='Translate', level=1, prob=0.5, img_fill_val=0),
            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=8,
    workers_per_gpu=2,
    train=dict(
        type='CocoDataset',
        ann_file='full_data/dcic_full_coco_2cls_dataset/annotations/train.json',
        img_prefix='full_data/dcic_full_coco_2cls_dataset/train/',
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(type='LoadAnnotations', with_bbox=True),
            dict(type='Resize', img_scale=(9999, 256), keep_ratio=True),
            dict(type='RandomFlip', flip_ratio=0.5, direction='horizontal'),
            dict(type='Grid', use_h=True, use_w=True, prob=0.5),
            dict(type='Translate', level=1, prob=0.5, img_fill_val=0),
            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'])
        ]),
    val=dict(
        type='CocoDataset',
        ann_file='full_data/dcic_full_coco_2cls_dataset/annotations/val.json',
        img_prefix='full_data/dcic_full_coco_2cls_dataset/val/',
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(
                type='MultiScaleFlipAug',
                img_scale=(9999, 256),
                flip=False,
                transforms=[
                    dict(
                        type='Resize', img_scale=(9999, 256), keep_ratio=True),
                    dict(
                        type='RandomFlip',
                        flip_ratio=0.5,
                        direction='horizontal'),
                    dict(type='Grid', use_h=True, use_w=True, prob=0.5),
                    dict(type='Translate', level=1, prob=0.5, img_fill_val=0),
                    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='full_data/dcic_full_coco_2cls_dataset/annotations/test.json',
        img_prefix='full_data/dcic_full_coco_2cls_dataset/test/',
        pipeline=[
            dict(type='LoadImageFromFile'),
            dict(
                type='MultiScaleFlipAug',
                img_scale=(9999, 256),
                flip=False,
                transforms=[
                    dict(
                        type='Resize', img_scale=(9999, 256), keep_ratio=True),
                    dict(
                        type='RandomFlip',
                        flip_ratio=0.5,
                        direction='horizontal'),
                    dict(type='Grid', use_h=True, use_w=True, prob=0.5),
                    dict(type='Translate', level=1, prob=0.5, img_fill_val=0),
                    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(interval=1, metric='bbox')
optimizer = dict(
    constructor='LearningRateDecayOptimizerConstructor',
    type='AdamW',
    lr=0.0002,
    betas=(0.9, 0.999),
    weight_decay=0.05,
    paramwise_cfg=dict(decay_rate=0.7, decay_type='layer_wise', num_layers=12))
optimizer_config = dict(
    type='DistOptimizerHook',
    update_interval=1,
    grad_clip=None,
    coalesce=True,
    bucket_size_mb=-1,
    use_fp16=True)
lr_config = dict(
    policy='step',
    warmup='linear',
    warmup_iters=500,
    warmup_ratio=0.001,
    step=[28, 34])
runner = dict(type='EpochBasedRunnerAmp', max_epochs=48)
checkpoint_config = dict(interval=4)
log_config = dict(interval=10, hooks=[dict(type='TextLoggerHook')])
dist_params = dict(backend='nccl')
log_level = 'INFO'
load_from = '/data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp1/latest.pth'
resume_from = None
workflow = [('train', 1)]
work_dir = '/data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp9_aug'
gpu_ids = range(0, 8)

2022-03-24 08:13:17,464 - mmdet - INFO - load checkpoint from local path: /data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp1/latest.pth
2022-03-24 08:13:47,667 - mmdet - WARNING - The model and loaded state dict do not match exactly

size mismatch for roi_head.bbox_head.0.fc_cls.weight: copying a param with shape torch.Size([2, 1024]) from checkpoint, the shape in current model is torch.Size([3, 1024]).
size mismatch for roi_head.bbox_head.0.fc_cls.bias: copying a param with shape torch.Size([2]) from checkpoint, the shape in current model is torch.Size([3]).
size mismatch for roi_head.bbox_head.0.fc_reg.weight: copying a param with shape torch.Size([4, 1024]) from checkpoint, the shape in current model is torch.Size([8, 1024]).
size mismatch for roi_head.bbox_head.0.fc_reg.bias: copying a param with shape torch.Size([4]) from checkpoint, the shape in current model is torch.Size([8]).
size mismatch for roi_head.bbox_head.1.fc_cls.weight: copying a param with shape torch.Size([2, 1024]) from checkpoint, the shape in current model is torch.Size([3, 1024]).
size mismatch for roi_head.bbox_head.1.fc_cls.bias: copying a param with shape torch.Size([2]) from checkpoint, the shape in current model is torch.Size([3]).
size mismatch for roi_head.bbox_head.1.fc_reg.weight: copying a param with shape torch.Size([4, 1024]) from checkpoint, the shape in current model is torch.Size([8, 1024]).
size mismatch for roi_head.bbox_head.1.fc_reg.bias: copying a param with shape torch.Size([4]) from checkpoint, the shape in current model is torch.Size([8]).
size mismatch for roi_head.bbox_head.2.fc_cls.weight: copying a param with shape torch.Size([2, 1024]) from checkpoint, the shape in current model is torch.Size([3, 1024]).
size mismatch for roi_head.bbox_head.2.fc_cls.bias: copying a param with shape torch.Size([2]) from checkpoint, the shape in current model is torch.Size([3]).
size mismatch for roi_head.bbox_head.2.fc_reg.weight: copying a param with shape torch.Size([4, 1024]) from checkpoint, the shape in current model is torch.Size([8, 1024]).
size mismatch for roi_head.bbox_head.2.fc_reg.bias: copying a param with shape torch.Size([4]) from checkpoint, the shape in current model is torch.Size([8]).
2022-03-24 08:13:47,738 - mmdet - INFO - Start running, host: scv1442@g0017, work_dir: /data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp9_aug
2022-03-24 08:13:47,738 - 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                       
(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                
(LOW         ) IterTimerHook                      
(VERY_LOW    ) TextLoggerHook                     
 -------------------- 
before_val_iter:
(LOW         ) IterTimerHook                      
 -------------------- 
after_val_iter:
(LOW         ) IterTimerHook                      
 -------------------- 
after_val_epoch:
(VERY_LOW    ) TextLoggerHook                     
 -------------------- 
after_run:
(VERY_LOW    ) TextLoggerHook                     
 -------------------- 
2022-03-24 08:13:47,739 - mmdet - INFO - workflow: [('train', 1)], max: 48 epochs
2022-03-24 08:13:47,739 - mmdet - INFO - Checkpoints will be saved to /data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp9_aug by HardDiskBackend.
2022-03-24 08:14:15,524 - mmdet - INFO - Epoch [1][10/336]	lr: 3.678e-08, eta: 12:24:01, time: 2.770, data_time: 1.900, memory: 15318, loss_rpn_cls: 0.2828, loss_rpn_bbox: 0.0112, s0.loss_cls: 3.5656, s0.acc: 4.4998, s0.loss_bbox: 0.4802, s1.loss_cls: 0.2723, s1.acc: 88.2715, s1.loss_bbox: 0.1137, s2.loss_cls: 0.7265, s2.acc: 0.9338, s2.loss_bbox: 0.0231, loss: 5.4754
2022-03-24 08:14:22,810 - mmdet - INFO - Epoch [1][20/336]	lr: 7.550e-08, eta: 7:50:32, time: 0.736, data_time: 0.016, memory: 15321, loss_rpn_cls: 0.2718, loss_rpn_bbox: 0.0111, s0.loss_cls: 3.1833, s0.acc: 5.7413, s0.loss_bbox: 0.4832, s1.loss_cls: 0.2242, s1.acc: 92.1448, s1.loss_bbox: 0.1147, s2.loss_cls: 0.6479, s2.acc: 1.0217, s2.loss_bbox: 0.0232, loss: 4.9594
2022-03-24 08:14:29,983 - mmdet - INFO - Epoch [1][30/336]	lr: 1.142e-07, eta: 6:17:38, time: 0.717, data_time: 0.009, memory: 15327, loss_rpn_cls: 0.2462, loss_rpn_bbox: 0.0103, s0.loss_cls: 2.3797, s0.acc: 10.1913, s0.loss_bbox: 0.4816, s1.loss_cls: 0.1563, s1.acc: 93.8907, s1.loss_bbox: 0.1160, s2.loss_cls: 0.4921, s2.acc: 1.8091, s2.loss_bbox: 0.0241, loss: 3.9064
2022-03-24 08:14:37,205 - mmdet - INFO - Epoch [1][40/336]	lr: 1.529e-07, eta: 5:31:28, time: 0.722, data_time: 0.010, memory: 15327, loss_rpn_cls: 0.2037, loss_rpn_bbox: 0.0084, s0.loss_cls: 1.3751, s0.acc: 33.7897, s0.loss_bbox: 0.4555, s1.loss_cls: 0.1101, s1.acc: 94.6765, s1.loss_bbox: 0.1122, s2.loss_cls: 0.3065, s2.acc: 25.8987, s2.loss_bbox: 0.0236, loss: 2.5950
2022-03-24 08:14:46,195 - mmdet - INFO - Epoch [1][50/336]	lr: 1.917e-07, eta: 5:13:12, time: 0.899, data_time: 0.012, memory: 15327, loss_rpn_cls: 0.1627, loss_rpn_bbox: 0.0075, s0.loss_cls: 0.6593, s0.acc: 81.6754, s0.loss_bbox: 0.4611, s1.loss_cls: 0.0821, s1.acc: 95.0278, s1.loss_bbox: 0.1130, s2.loss_cls: 0.1613, s2.acc: 84.1876, s2.loss_bbox: 0.0240, loss: 1.6711
2022-03-24 08:14:56,046 - mmdet - INFO - Epoch [1][60/336]	lr: 2.304e-07, eta: 5:04:29, time: 0.978, data_time: 0.011, memory: 15327, loss_rpn_cls: 0.1380, loss_rpn_bbox: 0.0072, s0.loss_cls: 0.4074, s0.acc: 91.4987, s0.loss_bbox: 0.4452, s1.loss_cls: 0.0666, s1.acc: 95.3946, s1.loss_bbox: 0.1104, s2.loss_cls: 0.0850, s2.acc: 94.1782, s2.loss_bbox: 0.0231, loss: 1.2829
2022-03-24 08:15:04,989 - mmdet - INFO - Epoch [1][70/336]	lr: 2.691e-07, eta: 4:55:01, time: 0.894, data_time: 0.017, memory: 15327, loss_rpn_cls: 0.1020, loss_rpn_bbox: 0.0064, s0.loss_cls: 0.2772, s0.acc: 93.1396, s0.loss_bbox: 0.4099, s1.loss_cls: 0.0561, s1.acc: 95.7632, s1.loss_bbox: 0.1034, s2.loss_cls: 0.0477, s2.acc: 96.1438, s2.loss_bbox: 0.0225, loss: 1.0252
2022-03-24 08:15:13,926 - mmdet - INFO - Epoch [1][80/336]	lr: 3.078e-07, eta: 4:47:51, time: 0.894, data_time: 0.016, memory: 15327, loss_rpn_cls: 0.0873, loss_rpn_bbox: 0.0067, s0.loss_cls: 0.2150, s0.acc: 93.2101, s0.loss_bbox: 0.4174, s1.loss_cls: 0.0564, s1.acc: 95.6274, s1.loss_bbox: 0.1083, s2.loss_cls: 0.0336, s2.acc: 96.6553, s2.loss_bbox: 0.0243, loss: 0.9490
2022-03-24 08:15:22,850 - mmdet - INFO - Epoch [1][90/336]	lr: 3.465e-07, eta: 4:42:13, time: 0.892, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0736, loss_rpn_bbox: 0.0065, s0.loss_cls: 0.1659, s0.acc: 93.8925, s0.loss_bbox: 0.3915, s1.loss_cls: 0.0516, s1.acc: 95.9998, s1.loss_bbox: 0.1019, s2.loss_cls: 0.0249, s2.acc: 97.0389, s2.loss_bbox: 0.0236, loss: 0.8394
2022-03-24 08:15:31,799 - mmdet - INFO - Epoch [1][100/336]	lr: 3.852e-07, eta: 4:37:56, time: 0.902, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0636, loss_rpn_bbox: 0.0071, s0.loss_cls: 0.1619, s0.acc: 93.6414, s0.loss_bbox: 0.4088, s1.loss_cls: 0.0556, s1.acc: 95.9503, s1.loss_bbox: 0.1101, s2.loss_cls: 0.0233, s2.acc: 97.0724, s2.loss_bbox: 0.0255, loss: 0.8559
2022-03-24 08:15:40,584 - mmdet - INFO - Epoch [1][110/336]	lr: 4.240e-07, eta: 4:33:49, time: 0.878, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0479, loss_rpn_bbox: 0.0065, s0.loss_cls: 0.1641, s0.acc: 93.5544, s0.loss_bbox: 0.4334, s1.loss_cls: 0.0568, s1.acc: 96.1014, s1.loss_bbox: 0.1186, s2.loss_cls: 0.0230, s2.acc: 97.0395, s2.loss_bbox: 0.0275, loss: 0.8779
2022-03-24 08:15:47,836 - mmdet - INFO - Epoch [1][120/336]	lr: 4.627e-07, eta: 4:26:57, time: 0.725, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0397, loss_rpn_bbox: 0.0069, s0.loss_cls: 0.1745, s0.acc: 93.0707, s0.loss_bbox: 0.4823, s1.loss_cls: 0.0608, s1.acc: 95.8826, s1.loss_bbox: 0.1345, s2.loss_cls: 0.0249, s2.acc: 96.7825, s2.loss_bbox: 0.0321, loss: 0.9557
2022-03-24 08:15:55,575 - mmdet - INFO - Epoch [1][130/336]	lr: 5.014e-07, eta: 4:22:09, time: 0.774, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0318, loss_rpn_bbox: 0.0069, s0.loss_cls: 0.1804, s0.acc: 93.2983, s0.loss_bbox: 0.4883, s1.loss_cls: 0.0638, s1.acc: 95.9335, s1.loss_bbox: 0.1398, s2.loss_cls: 0.0264, s2.acc: 96.8085, s2.loss_bbox: 0.0351, loss: 0.9724
2022-03-24 08:16:04,565 - mmdet - INFO - Epoch [1][140/336]	lr: 5.401e-07, eta: 4:20:16, time: 0.893, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0245, loss_rpn_bbox: 0.0063, s0.loss_cls: 0.1676, s0.acc: 93.8297, s0.loss_bbox: 0.4864, s1.loss_cls: 0.0598, s1.acc: 95.9567, s1.loss_bbox: 0.1455, s2.loss_cls: 0.0254, s2.acc: 96.7999, s2.loss_bbox: 0.0396, loss: 0.9552
2022-03-24 08:16:12,951 - mmdet - INFO - Epoch [1][150/336]	lr: 5.788e-07, eta: 4:17:45, time: 0.845, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0061, s0.loss_cls: 0.1659, s0.acc: 94.2233, s0.loss_bbox: 0.4867, s1.loss_cls: 0.0588, s1.acc: 95.8392, s1.loss_bbox: 0.1533, s2.loss_cls: 0.0259, s2.acc: 96.7557, s2.loss_bbox: 0.0459, loss: 0.9633
2022-03-24 08:16:21,338 - mmdet - INFO - Epoch [1][160/336]	lr: 6.175e-07, eta: 4:15:27, time: 0.839, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0222, loss_rpn_bbox: 0.0065, s0.loss_cls: 0.1620, s0.acc: 94.5319, s0.loss_bbox: 0.4888, s1.loss_cls: 0.0579, s1.acc: 95.6564, s1.loss_bbox: 0.1598, s2.loss_cls: 0.0255, s2.acc: 96.6260, s2.loss_bbox: 0.0517, loss: 0.9745
2022-03-24 08:16:28,812 - mmdet - INFO - Epoch [1][170/336]	lr: 6.563e-07, eta: 4:11:58, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0191, loss_rpn_bbox: 0.0061, s0.loss_cls: 0.1501, s0.acc: 95.0525, s0.loss_bbox: 0.4743, s1.loss_cls: 0.0541, s1.acc: 95.8270, s1.loss_bbox: 0.1605, s2.loss_cls: 0.0241, s2.acc: 96.5649, s2.loss_bbox: 0.0549, loss: 0.9433
2022-03-24 08:16:36,108 - mmdet - INFO - Epoch [1][180/336]	lr: 6.950e-07, eta: 4:08:35, time: 0.729, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0209, loss_rpn_bbox: 0.0061, s0.loss_cls: 0.1507, s0.acc: 95.3061, s0.loss_bbox: 0.4477, s1.loss_cls: 0.0534, s1.acc: 96.0893, s1.loss_bbox: 0.1519, s2.loss_cls: 0.0240, s2.acc: 96.4044, s2.loss_bbox: 0.0560, loss: 0.9107
2022-03-24 08:16:44,000 - mmdet - INFO - Epoch [1][190/336]	lr: 7.337e-07, eta: 4:06:18, time: 0.783, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0197, loss_rpn_bbox: 0.0060, s0.loss_cls: 0.1400, s0.acc: 95.4526, s0.loss_bbox: 0.4273, s1.loss_cls: 0.0510, s1.acc: 96.1730, s1.loss_bbox: 0.1520, s2.loss_cls: 0.0232, s2.acc: 96.2415, s2.loss_bbox: 0.0595, loss: 0.8788
2022-03-24 08:16:52,719 - mmdet - INFO - Epoch [1][200/336]	lr: 7.724e-07, eta: 4:05:24, time: 0.872, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0186, loss_rpn_bbox: 0.0060, s0.loss_cls: 0.1389, s0.acc: 95.4666, s0.loss_bbox: 0.4045, s1.loss_cls: 0.0514, s1.acc: 96.2566, s1.loss_bbox: 0.1503, s2.loss_cls: 0.0239, s2.acc: 96.1744, s2.loss_bbox: 0.0602, loss: 0.8540
2022-03-24 08:17:00,856 - mmdet - INFO - Epoch [1][210/336]	lr: 8.111e-07, eta: 4:03:56, time: 0.820, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0157, loss_rpn_bbox: 0.0058, s0.loss_cls: 0.1267, s0.acc: 95.5496, s0.loss_bbox: 0.3724, s1.loss_cls: 0.0494, s1.acc: 96.1046, s1.loss_bbox: 0.1542, s2.loss_cls: 0.0242, s2.acc: 95.9320, s2.loss_bbox: 0.0640, loss: 0.8124
2022-03-24 08:17:08,995 - mmdet - INFO - Epoch [1][220/336]	lr: 8.498e-07, eta: 4:02:31, time: 0.814, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0156, loss_rpn_bbox: 0.0059, s0.loss_cls: 0.1352, s0.acc: 95.3323, s0.loss_bbox: 0.3637, s1.loss_cls: 0.0524, s1.acc: 96.0351, s1.loss_bbox: 0.1555, s2.loss_cls: 0.0254, s2.acc: 95.7255, s2.loss_bbox: 0.0645, loss: 0.8182
2022-03-24 08:17:16,320 - mmdet - INFO - Epoch [1][230/336]	lr: 8.886e-07, eta: 4:00:16, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0163, loss_rpn_bbox: 0.0058, s0.loss_cls: 0.1295, s0.acc: 95.4733, s0.loss_bbox: 0.3401, s1.loss_cls: 0.0522, s1.acc: 96.0822, s1.loss_bbox: 0.1536, s2.loss_cls: 0.0254, s2.acc: 95.7060, s2.loss_bbox: 0.0644, loss: 0.7873
2022-03-24 08:17:23,670 - mmdet - INFO - Epoch [1][240/336]	lr: 9.273e-07, eta: 3:58:13, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0167, loss_rpn_bbox: 0.0063, s0.loss_cls: 0.1306, s0.acc: 95.4385, s0.loss_bbox: 0.3467, s1.loss_cls: 0.0524, s1.acc: 95.9986, s1.loss_bbox: 0.1614, s2.loss_cls: 0.0258, s2.acc: 95.6229, s2.loss_bbox: 0.0696, loss: 0.8095
2022-03-24 08:17:31,013 - mmdet - INFO - Epoch [1][250/336]	lr: 9.660e-07, eta: 3:56:19, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0145, loss_rpn_bbox: 0.0058, s0.loss_cls: 0.1264, s0.acc: 95.6158, s0.loss_bbox: 0.3256, s1.loss_cls: 0.0511, s1.acc: 96.1889, s1.loss_bbox: 0.1519, s2.loss_cls: 0.0251, s2.acc: 95.9055, s2.loss_bbox: 0.0654, loss: 0.7657
2022-03-24 08:17:39,704 - mmdet - INFO - Epoch [1][260/336]	lr: 1.005e-06, eta: 3:55:55, time: 0.869, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0054, s0.loss_cls: 0.1205, s0.acc: 95.6958, s0.loss_bbox: 0.3182, s1.loss_cls: 0.0485, s1.acc: 96.2049, s1.loss_bbox: 0.1511, s2.loss_cls: 0.0243, s2.acc: 95.9202, s2.loss_bbox: 0.0658, loss: 0.7467
2022-03-24 08:17:47,053 - mmdet - INFO - Epoch [1][270/336]	lr: 1.043e-06, eta: 3:54:14, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0059, s0.loss_cls: 0.1306, s0.acc: 95.3934, s0.loss_bbox: 0.3388, s1.loss_cls: 0.0536, s1.acc: 95.9768, s1.loss_bbox: 0.1592, s2.loss_cls: 0.0268, s2.acc: 95.5308, s2.loss_bbox: 0.0692, loss: 0.7989
2022-03-24 08:17:54,416 - mmdet - INFO - Epoch [1][280/336]	lr: 1.082e-06, eta: 3:52:40, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0150, loss_rpn_bbox: 0.0059, s0.loss_cls: 0.1234, s0.acc: 95.5673, s0.loss_bbox: 0.3223, s1.loss_cls: 0.0498, s1.acc: 96.1820, s1.loss_bbox: 0.1530, s2.loss_cls: 0.0252, s2.acc: 95.7531, s2.loss_bbox: 0.0673, loss: 0.7618
2022-03-24 08:18:01,771 - mmdet - INFO - Epoch [1][290/336]	lr: 1.121e-06, eta: 3:51:12, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0148, loss_rpn_bbox: 0.0056, s0.loss_cls: 0.1185, s0.acc: 95.7779, s0.loss_bbox: 0.3177, s1.loss_cls: 0.0477, s1.acc: 96.3983, s1.loss_bbox: 0.1554, s2.loss_cls: 0.0240, s2.acc: 96.0658, s2.loss_bbox: 0.0692, loss: 0.7529
2022-03-24 08:18:10,351 - mmdet - INFO - Epoch [1][300/336]	lr: 1.160e-06, eta: 3:50:50, time: 0.850, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0057, s0.loss_cls: 0.1167, s0.acc: 95.7794, s0.loss_bbox: 0.3201, s1.loss_cls: 0.0486, s1.acc: 96.2259, s1.loss_bbox: 0.1565, s2.loss_cls: 0.0248, s2.acc: 95.8773, s2.loss_bbox: 0.0711, loss: 0.7569
2022-03-24 08:18:19,568 - mmdet - INFO - Epoch [1][310/336]	lr: 1.198e-06, eta: 3:51:05, time: 0.922, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0144, loss_rpn_bbox: 0.0059, s0.loss_cls: 0.1251, s0.acc: 95.5048, s0.loss_bbox: 0.3305, s1.loss_cls: 0.0517, s1.acc: 96.1219, s1.loss_bbox: 0.1595, s2.loss_cls: 0.0261, s2.acc: 95.7234, s2.loss_bbox: 0.0702, loss: 0.7834
2022-03-24 08:18:28,215 - mmdet - INFO - Epoch [1][320/336]	lr: 1.237e-06, eta: 3:50:50, time: 0.865, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0140, loss_rpn_bbox: 0.0059, s0.loss_cls: 0.1252, s0.acc: 95.4071, s0.loss_bbox: 0.3388, s1.loss_cls: 0.0525, s1.acc: 95.9940, s1.loss_bbox: 0.1679, s2.loss_cls: 0.0267, s2.acc: 95.5392, s2.loss_bbox: 0.0740, loss: 0.8049
2022-03-24 08:18:36,436 - mmdet - INFO - Epoch [1][330/336]	lr: 1.276e-06, eta: 3:50:19, time: 0.829, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0128, loss_rpn_bbox: 0.0054, s0.loss_cls: 0.1149, s0.acc: 95.6778, s0.loss_bbox: 0.3198, s1.loss_cls: 0.0481, s1.acc: 96.2343, s1.loss_bbox: 0.1604, s2.loss_cls: 0.0243, s2.acc: 95.8908, s2.loss_bbox: 0.0732, loss: 0.7587
2022-03-24 08:19:02,219 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:19:02,545 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:19:02,546 - mmdet - INFO - Epoch(val) [1][336]	bbox_mAP: 0.0760, bbox_mAP_50: 0.1750, bbox_mAP_75: 0.0500, bbox_mAP_s: 0.0570, bbox_mAP_m: 0.1420, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.076 0.175 0.050 0.057 0.142 -1.000
2022-03-24 08:19:31,102 - mmdet - INFO - Epoch [2][10/336]	lr: 1.338e-06, eta: 4:01:09, time: 2.854, data_time: 1.895, memory: 15335, loss_rpn_cls: 0.0127, loss_rpn_bbox: 0.0055, s0.loss_cls: 0.1158, s0.acc: 95.7547, s0.loss_bbox: 0.3130, s1.loss_cls: 0.0465, s1.acc: 96.3765, s1.loss_bbox: 0.1558, s2.loss_cls: 0.0237, s2.acc: 96.0634, s2.loss_bbox: 0.0706, loss: 0.7437
2022-03-24 08:19:39,471 - mmdet - INFO - Epoch [2][20/336]	lr: 1.376e-06, eta: 4:00:24, time: 0.837, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1083, s0.acc: 95.8426, s0.loss_bbox: 0.3102, s1.loss_cls: 0.0447, s1.acc: 96.4385, s1.loss_bbox: 0.1572, s2.loss_cls: 0.0229, s2.acc: 96.1940, s2.loss_bbox: 0.0714, loss: 0.7302
2022-03-24 08:19:46,852 - mmdet - INFO - Epoch [2][30/336]	lr: 1.415e-06, eta: 3:58:59, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0125, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1152, s0.acc: 95.7617, s0.loss_bbox: 0.3137, s1.loss_cls: 0.0481, s1.acc: 96.3056, s1.loss_bbox: 0.1588, s2.loss_cls: 0.0235, s2.acc: 96.1581, s2.loss_bbox: 0.0714, loss: 0.7485
2022-03-24 08:19:54,249 - mmdet - INFO - Epoch [2][40/336]	lr: 1.454e-06, eta: 3:57:38, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0054, s0.loss_cls: 0.1150, s0.acc: 95.7864, s0.loss_bbox: 0.3097, s1.loss_cls: 0.0464, s1.acc: 96.5125, s1.loss_bbox: 0.1569, s2.loss_cls: 0.0236, s2.acc: 96.1770, s2.loss_bbox: 0.0717, loss: 0.7394
2022-03-24 08:20:01,689 - mmdet - INFO - Epoch [2][50/336]	lr: 1.493e-06, eta: 3:56:24, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0117, loss_rpn_bbox: 0.0054, s0.loss_cls: 0.1152, s0.acc: 95.6909, s0.loss_bbox: 0.3186, s1.loss_cls: 0.0470, s1.acc: 96.3346, s1.loss_bbox: 0.1619, s2.loss_cls: 0.0241, s2.acc: 96.0188, s2.loss_bbox: 0.0738, loss: 0.7577
2022-03-24 08:20:09,065 - mmdet - INFO - Epoch [2][60/336]	lr: 1.531e-06, eta: 3:55:10, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0133, loss_rpn_bbox: 0.0054, s0.loss_cls: 0.1208, s0.acc: 95.6525, s0.loss_bbox: 0.3132, s1.loss_cls: 0.0483, s1.acc: 96.4323, s1.loss_bbox: 0.1555, s2.loss_cls: 0.0242, s2.acc: 96.1257, s2.loss_bbox: 0.0696, loss: 0.7504
2022-03-24 08:20:16,669 - mmdet - INFO - Epoch [2][70/336]	lr: 1.570e-06, eta: 3:54:08, time: 0.761, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0121, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1124, s0.acc: 95.7083, s0.loss_bbox: 0.3085, s1.loss_cls: 0.0452, s1.acc: 96.4449, s1.loss_bbox: 0.1526, s2.loss_cls: 0.0233, s2.acc: 96.1555, s2.loss_bbox: 0.0679, loss: 0.7271
2022-03-24 08:20:24,071 - mmdet - INFO - Epoch [2][80/336]	lr: 1.609e-06, eta: 3:53:01, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0116, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1141, s0.acc: 95.6375, s0.loss_bbox: 0.3154, s1.loss_cls: 0.0469, s1.acc: 96.3247, s1.loss_bbox: 0.1604, s2.loss_cls: 0.0240, s2.acc: 95.9037, s2.loss_bbox: 0.0742, loss: 0.7520
2022-03-24 08:20:31,439 - mmdet - INFO - Epoch [2][90/336]	lr: 1.647e-06, eta: 3:51:56, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0103, loss_rpn_bbox: 0.0049, s0.loss_cls: 0.1086, s0.acc: 95.8459, s0.loss_bbox: 0.3097, s1.loss_cls: 0.0438, s1.acc: 96.5594, s1.loss_bbox: 0.1587, s2.loss_cls: 0.0227, s2.acc: 96.2842, s2.loss_bbox: 0.0737, loss: 0.7322
2022-03-24 08:20:39,543 - mmdet - INFO - Epoch [2][100/336]	lr: 1.686e-06, eta: 3:51:17, time: 0.804, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.1061, s0.acc: 95.9280, s0.loss_bbox: 0.3013, s1.loss_cls: 0.0413, s1.acc: 96.8018, s1.loss_bbox: 0.1548, s2.loss_cls: 0.0211, s2.acc: 96.6261, s2.loss_bbox: 0.0730, loss: 0.7121
2022-03-24 08:20:48,004 - mmdet - INFO - Epoch [2][110/336]	lr: 1.725e-06, eta: 3:50:57, time: 0.853, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0115, loss_rpn_bbox: 0.0052, s0.loss_cls: 0.1198, s0.acc: 95.6201, s0.loss_bbox: 0.3252, s1.loss_cls: 0.0480, s1.acc: 96.3792, s1.loss_bbox: 0.1626, s2.loss_cls: 0.0248, s2.acc: 95.9686, s2.loss_bbox: 0.0724, loss: 0.7694
2022-03-24 08:20:56,314 - mmdet - INFO - Epoch [2][120/336]	lr: 1.764e-06, eta: 3:50:30, time: 0.831, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0050, s0.loss_cls: 0.1085, s0.acc: 95.8939, s0.loss_bbox: 0.3105, s1.loss_cls: 0.0440, s1.acc: 96.5690, s1.loss_bbox: 0.1563, s2.loss_cls: 0.0221, s2.acc: 96.4660, s2.loss_bbox: 0.0716, loss: 0.7282
2022-03-24 08:21:03,680 - mmdet - INFO - Epoch [2][130/336]	lr: 1.802e-06, eta: 3:49:32, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0114, loss_rpn_bbox: 0.0052, s0.loss_cls: 0.1128, s0.acc: 95.8270, s0.loss_bbox: 0.3145, s1.loss_cls: 0.0443, s1.acc: 96.6794, s1.loss_bbox: 0.1578, s2.loss_cls: 0.0223, s2.acc: 96.4894, s2.loss_bbox: 0.0712, loss: 0.7394
2022-03-24 08:21:11,071 - mmdet - INFO - Epoch [2][140/336]	lr: 1.841e-06, eta: 3:48:37, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0056, s0.loss_cls: 0.1103, s0.acc: 95.7779, s0.loss_bbox: 0.3173, s1.loss_cls: 0.0424, s1.acc: 96.6989, s1.loss_bbox: 0.1598, s2.loss_cls: 0.0217, s2.acc: 96.4785, s2.loss_bbox: 0.0739, loss: 0.7417
2022-03-24 08:21:18,413 - mmdet - INFO - Epoch [2][150/336]	lr: 1.880e-06, eta: 3:47:43, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0110, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1147, s0.acc: 95.8252, s0.loss_bbox: 0.3060, s1.loss_cls: 0.0453, s1.acc: 96.6234, s1.loss_bbox: 0.1539, s2.loss_cls: 0.0226, s2.acc: 96.4788, s2.loss_bbox: 0.0703, loss: 0.7290
2022-03-24 08:21:25,780 - mmdet - INFO - Epoch [2][160/336]	lr: 1.918e-06, eta: 3:46:51, time: 0.737, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0111, loss_rpn_bbox: 0.0052, s0.loss_cls: 0.1111, s0.acc: 95.8954, s0.loss_bbox: 0.3105, s1.loss_cls: 0.0444, s1.acc: 96.5939, s1.loss_bbox: 0.1587, s2.loss_cls: 0.0224, s2.acc: 96.3622, s2.loss_bbox: 0.0713, loss: 0.7347
2022-03-24 08:21:33,149 - mmdet - INFO - Epoch [2][170/336]	lr: 1.938e-06, eta: 3:46:01, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0107, loss_rpn_bbox: 0.0052, s0.loss_cls: 0.1105, s0.acc: 95.8420, s0.loss_bbox: 0.3171, s1.loss_cls: 0.0431, s1.acc: 96.7282, s1.loss_bbox: 0.1601, s2.loss_cls: 0.0220, s2.acc: 96.5017, s2.loss_bbox: 0.0731, loss: 0.7419
2022-03-24 08:21:40,498 - mmdet - INFO - Epoch [2][180/336]	lr: 1.938e-06, eta: 3:45:12, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0052, s0.loss_cls: 0.1033, s0.acc: 96.0910, s0.loss_bbox: 0.3085, s1.loss_cls: 0.0405, s1.acc: 96.9270, s1.loss_bbox: 0.1562, s2.loss_cls: 0.0212, s2.acc: 96.5140, s2.loss_bbox: 0.0723, loss: 0.7180
2022-03-24 08:21:47,874 - mmdet - INFO - Epoch [2][190/336]	lr: 1.938e-06, eta: 3:44:25, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0091, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.1059, s0.acc: 95.9402, s0.loss_bbox: 0.3041, s1.loss_cls: 0.0411, s1.acc: 96.8883, s1.loss_bbox: 0.1562, s2.loss_cls: 0.0209, s2.acc: 96.6281, s2.loss_bbox: 0.0726, loss: 0.7146
2022-03-24 08:21:55,386 - mmdet - INFO - Epoch [2][200/336]	lr: 1.938e-06, eta: 3:43:44, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0118, loss_rpn_bbox: 0.0051, s0.loss_cls: 0.1101, s0.acc: 95.9137, s0.loss_bbox: 0.3060, s1.loss_cls: 0.0435, s1.acc: 96.7042, s1.loss_bbox: 0.1545, s2.loss_cls: 0.0213, s2.acc: 96.5827, s2.loss_bbox: 0.0699, loss: 0.7222
2022-03-24 08:22:03,239 - mmdet - INFO - Epoch [2][210/336]	lr: 1.938e-06, eta: 3:43:08, time: 0.765, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0106, loss_rpn_bbox: 0.0051, s0.loss_cls: 0.1034, s0.acc: 96.0953, s0.loss_bbox: 0.3008, s1.loss_cls: 0.0405, s1.acc: 96.9562, s1.loss_bbox: 0.1512, s2.loss_cls: 0.0201, s2.acc: 96.8063, s2.loss_bbox: 0.0691, loss: 0.7009
2022-03-24 08:22:11,277 - mmdet - INFO - Epoch [2][220/336]	lr: 1.938e-06, eta: 3:42:50, time: 0.824, data_time: 0.030, memory: 15335, loss_rpn_cls: 0.0120, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1046, s0.acc: 96.0843, s0.loss_bbox: 0.2997, s1.loss_cls: 0.0415, s1.acc: 96.8669, s1.loss_bbox: 0.1509, s2.loss_cls: 0.0208, s2.acc: 96.7069, s2.loss_bbox: 0.0686, loss: 0.7033
2022-03-24 08:22:18,654 - mmdet - INFO - Epoch [2][230/336]	lr: 1.938e-06, eta: 3:42:08, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0108, loss_rpn_bbox: 0.0052, s0.loss_cls: 0.1016, s0.acc: 96.2277, s0.loss_bbox: 0.2899, s1.loss_cls: 0.0395, s1.acc: 96.9744, s1.loss_bbox: 0.1459, s2.loss_cls: 0.0198, s2.acc: 96.7466, s2.loss_bbox: 0.0667, loss: 0.6793
2022-03-24 08:22:26,250 - mmdet - INFO - Epoch [2][240/336]	lr: 1.938e-06, eta: 3:41:33, time: 0.760, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0109, loss_rpn_bbox: 0.0054, s0.loss_cls: 0.1098, s0.acc: 95.9952, s0.loss_bbox: 0.3108, s1.loss_cls: 0.0428, s1.acc: 96.8666, s1.loss_bbox: 0.1542, s2.loss_cls: 0.0210, s2.acc: 96.6141, s2.loss_bbox: 0.0692, loss: 0.7240
2022-03-24 08:22:33,641 - mmdet - INFO - Epoch [2][250/336]	lr: 1.938e-06, eta: 3:40:54, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0050, s0.loss_cls: 0.1092, s0.acc: 96.0068, s0.loss_bbox: 0.3191, s1.loss_cls: 0.0435, s1.acc: 96.7172, s1.loss_bbox: 0.1611, s2.loss_cls: 0.0221, s2.acc: 96.3596, s2.loss_bbox: 0.0733, loss: 0.7432
2022-03-24 08:22:40,990 - mmdet - INFO - Epoch [2][260/336]	lr: 1.938e-06, eta: 3:40:15, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0049, s0.loss_cls: 0.1012, s0.acc: 96.1755, s0.loss_bbox: 0.3047, s1.loss_cls: 0.0399, s1.acc: 96.9823, s1.loss_bbox: 0.1553, s2.loss_cls: 0.0206, s2.acc: 96.7221, s2.loss_bbox: 0.0723, loss: 0.7086
2022-03-24 08:22:48,405 - mmdet - INFO - Epoch [2][270/336]	lr: 1.938e-06, eta: 3:39:38, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0053, s0.loss_cls: 0.1049, s0.acc: 96.0052, s0.loss_bbox: 0.3182, s1.loss_cls: 0.0416, s1.acc: 96.7705, s1.loss_bbox: 0.1624, s2.loss_cls: 0.0219, s2.acc: 96.3422, s2.loss_bbox: 0.0754, loss: 0.7411
2022-03-24 08:22:55,782 - mmdet - INFO - Epoch [2][280/336]	lr: 1.938e-06, eta: 3:39:02, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0050, s0.loss_cls: 0.1067, s0.acc: 96.0168, s0.loss_bbox: 0.3157, s1.loss_cls: 0.0404, s1.acc: 96.9382, s1.loss_bbox: 0.1605, s2.loss_cls: 0.0209, s2.acc: 96.7476, s2.loss_bbox: 0.0726, loss: 0.7316
2022-03-24 08:23:03,141 - mmdet - INFO - Epoch [2][290/336]	lr: 1.938e-06, eta: 3:38:26, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0980, s0.acc: 96.2610, s0.loss_bbox: 0.3023, s1.loss_cls: 0.0386, s1.acc: 97.0372, s1.loss_bbox: 0.1549, s2.loss_cls: 0.0202, s2.acc: 96.7029, s2.loss_bbox: 0.0711, loss: 0.6978
2022-03-24 08:23:10,679 - mmdet - INFO - Epoch [2][300/336]	lr: 1.938e-06, eta: 3:37:55, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0096, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.1042, s0.acc: 96.1661, s0.loss_bbox: 0.3074, s1.loss_cls: 0.0395, s1.acc: 97.0865, s1.loss_bbox: 0.1580, s2.loss_cls: 0.0198, s2.acc: 96.8569, s2.loss_bbox: 0.0735, loss: 0.7167
2022-03-24 08:23:18,700 - mmdet - INFO - Epoch [2][310/336]	lr: 1.938e-06, eta: 3:37:36, time: 0.802, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.1019, s0.acc: 96.1212, s0.loss_bbox: 0.3137, s1.loss_cls: 0.0392, s1.acc: 96.9804, s1.loss_bbox: 0.1622, s2.loss_cls: 0.0209, s2.acc: 96.6157, s2.loss_bbox: 0.0750, loss: 0.7258
2022-03-24 08:23:26,527 - mmdet - INFO - Epoch [2][320/336]	lr: 1.938e-06, eta: 3:37:14, time: 0.783, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0050, s0.loss_cls: 0.1077, s0.acc: 95.9781, s0.loss_bbox: 0.3172, s1.loss_cls: 0.0415, s1.acc: 96.8926, s1.loss_bbox: 0.1617, s2.loss_cls: 0.0210, s2.acc: 96.6682, s2.loss_bbox: 0.0746, loss: 0.7383
2022-03-24 08:23:33,887 - mmdet - INFO - Epoch [2][330/336]	lr: 1.938e-06, eta: 3:36:40, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.0985, s0.acc: 96.2204, s0.loss_bbox: 0.3076, s1.loss_cls: 0.0375, s1.acc: 97.0977, s1.loss_bbox: 0.1601, s2.loss_cls: 0.0196, s2.acc: 96.8132, s2.loss_bbox: 0.0742, loss: 0.7116
2022-03-24 08:23:59,638 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:23:59,938 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:23:59,938 - mmdet - INFO - Epoch(val) [2][336]	bbox_mAP: 0.0790, bbox_mAP_50: 0.1870, bbox_mAP_75: 0.0560, bbox_mAP_s: 0.0590, bbox_mAP_m: 0.1340, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.079 0.187 0.056 0.059 0.134 -1.000
2022-03-24 08:24:28,166 - mmdet - INFO - Epoch [3][10/336]	lr: 1.938e-06, eta: 3:42:01, time: 2.822, data_time: 1.874, memory: 15335, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0055, s0.loss_cls: 0.1029, s0.acc: 96.0883, s0.loss_bbox: 0.3188, s1.loss_cls: 0.0405, s1.acc: 96.8917, s1.loss_bbox: 0.1622, s2.loss_cls: 0.0204, s2.acc: 96.6508, s2.loss_bbox: 0.0742, loss: 0.7340
2022-03-24 08:24:36,288 - mmdet - INFO - Epoch [3][20/336]	lr: 1.938e-06, eta: 3:41:41, time: 0.811, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.0988, s0.acc: 96.2875, s0.loss_bbox: 0.3047, s1.loss_cls: 0.0386, s1.acc: 97.0899, s1.loss_bbox: 0.1541, s2.loss_cls: 0.0199, s2.acc: 96.8394, s2.loss_bbox: 0.0712, loss: 0.7015
2022-03-24 08:24:43,657 - mmdet - INFO - Epoch [3][30/336]	lr: 1.938e-06, eta: 3:41:05, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0094, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.1025, s0.acc: 96.3065, s0.loss_bbox: 0.3007, s1.loss_cls: 0.0405, s1.acc: 97.0840, s1.loss_bbox: 0.1540, s2.loss_cls: 0.0200, s2.acc: 96.9840, s2.loss_bbox: 0.0714, loss: 0.7028
2022-03-24 08:24:51,008 - mmdet - INFO - Epoch [3][40/336]	lr: 1.938e-06, eta: 3:40:30, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.1056, s0.acc: 96.1984, s0.loss_bbox: 0.3093, s1.loss_cls: 0.0407, s1.acc: 96.9734, s1.loss_bbox: 0.1570, s2.loss_cls: 0.0195, s2.acc: 96.9310, s2.loss_bbox: 0.0730, loss: 0.7196
2022-03-24 08:24:58,566 - mmdet - INFO - Epoch [3][50/336]	lr: 1.938e-06, eta: 3:39:59, time: 0.756, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0942, s0.acc: 96.4886, s0.loss_bbox: 0.3052, s1.loss_cls: 0.0348, s1.acc: 97.3148, s1.loss_bbox: 0.1569, s2.loss_cls: 0.0180, s2.acc: 97.1148, s2.loss_bbox: 0.0720, loss: 0.6937
2022-03-24 08:25:06,070 - mmdet - INFO - Epoch [3][60/336]	lr: 1.938e-06, eta: 3:39:27, time: 0.743, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0113, loss_rpn_bbox: 0.0050, s0.loss_cls: 0.1056, s0.acc: 96.1569, s0.loss_bbox: 0.3236, s1.loss_cls: 0.0410, s1.acc: 96.9911, s1.loss_bbox: 0.1617, s2.loss_cls: 0.0207, s2.acc: 96.7612, s2.loss_bbox: 0.0734, loss: 0.7424
2022-03-24 08:25:14,153 - mmdet - INFO - Epoch [3][70/336]	lr: 1.938e-06, eta: 3:39:10, time: 0.816, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.1020, s0.acc: 96.1710, s0.loss_bbox: 0.3139, s1.loss_cls: 0.0383, s1.acc: 97.0702, s1.loss_bbox: 0.1601, s2.loss_cls: 0.0197, s2.acc: 96.8280, s2.loss_bbox: 0.0749, loss: 0.7222
2022-03-24 08:25:22,024 - mmdet - INFO - Epoch [3][80/336]	lr: 1.938e-06, eta: 3:38:48, time: 0.787, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.1004, s0.acc: 96.2671, s0.loss_bbox: 0.3087, s1.loss_cls: 0.0396, s1.acc: 96.9897, s1.loss_bbox: 0.1557, s2.loss_cls: 0.0199, s2.acc: 96.7971, s2.loss_bbox: 0.0713, loss: 0.7087
2022-03-24 08:25:29,403 - mmdet - INFO - Epoch [3][90/336]	lr: 1.938e-06, eta: 3:38:16, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.0975, s0.acc: 96.3187, s0.loss_bbox: 0.3082, s1.loss_cls: 0.0365, s1.acc: 97.1827, s1.loss_bbox: 0.1603, s2.loss_cls: 0.0188, s2.acc: 96.9686, s2.loss_bbox: 0.0742, loss: 0.7102
2022-03-24 08:25:36,760 - mmdet - INFO - Epoch [3][100/336]	lr: 1.938e-06, eta: 3:37:44, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.0941, s0.acc: 96.5103, s0.loss_bbox: 0.3008, s1.loss_cls: 0.0363, s1.acc: 97.3219, s1.loss_bbox: 0.1529, s2.loss_cls: 0.0186, s2.acc: 96.9931, s2.loss_bbox: 0.0701, loss: 0.6860
2022-03-24 08:25:44,081 - mmdet - INFO - Epoch [3][110/336]	lr: 1.938e-06, eta: 3:37:12, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0102, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.1018, s0.acc: 96.3727, s0.loss_bbox: 0.3070, s1.loss_cls: 0.0388, s1.acc: 97.1770, s1.loss_bbox: 0.1547, s2.loss_cls: 0.0194, s2.acc: 96.8805, s2.loss_bbox: 0.0705, loss: 0.7071
2022-03-24 08:25:51,431 - mmdet - INFO - Epoch [3][120/336]	lr: 1.938e-06, eta: 3:36:42, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0099, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0937, s0.acc: 96.5909, s0.loss_bbox: 0.2969, s1.loss_cls: 0.0364, s1.acc: 97.2501, s1.loss_bbox: 0.1516, s2.loss_cls: 0.0188, s2.acc: 96.9578, s2.loss_bbox: 0.0695, loss: 0.6812
2022-03-24 08:25:58,769 - mmdet - INFO - Epoch [3][130/336]	lr: 1.938e-06, eta: 3:36:11, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0098, loss_rpn_bbox: 0.0048, s0.loss_cls: 0.0991, s0.acc: 96.3440, s0.loss_bbox: 0.3075, s1.loss_cls: 0.0371, s1.acc: 97.2733, s1.loss_bbox: 0.1573, s2.loss_cls: 0.0189, s2.acc: 96.9809, s2.loss_bbox: 0.0730, loss: 0.7075
2022-03-24 08:26:06,141 - mmdet - INFO - Epoch [3][140/336]	lr: 1.938e-06, eta: 3:35:42, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0100, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.0993, s0.acc: 96.3470, s0.loss_bbox: 0.3065, s1.loss_cls: 0.0398, s1.acc: 96.9393, s1.loss_bbox: 0.1555, s2.loss_cls: 0.0199, s2.acc: 96.8382, s2.loss_bbox: 0.0713, loss: 0.7070
2022-03-24 08:26:13,714 - mmdet - INFO - Epoch [3][150/336]	lr: 1.938e-06, eta: 3:35:17, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0051, s0.loss_cls: 0.1018, s0.acc: 96.2573, s0.loss_bbox: 0.3254, s1.loss_cls: 0.0392, s1.acc: 97.0638, s1.loss_bbox: 0.1646, s2.loss_cls: 0.0203, s2.acc: 96.8092, s2.loss_bbox: 0.0754, loss: 0.7413
2022-03-24 08:26:21,267 - mmdet - INFO - Epoch [3][160/336]	lr: 1.938e-06, eta: 3:34:53, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0942, s0.acc: 96.5427, s0.loss_bbox: 0.2923, s1.loss_cls: 0.0356, s1.acc: 97.3928, s1.loss_bbox: 0.1518, s2.loss_cls: 0.0183, s2.acc: 97.0555, s2.loss_bbox: 0.0713, loss: 0.6777
2022-03-24 08:26:29,356 - mmdet - INFO - Epoch [3][170/336]	lr: 1.938e-06, eta: 3:34:35, time: 0.795, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0907, s0.acc: 96.6977, s0.loss_bbox: 0.2869, s1.loss_cls: 0.0344, s1.acc: 97.4576, s1.loss_bbox: 0.1492, s2.loss_cls: 0.0174, s2.acc: 97.2462, s2.loss_bbox: 0.0693, loss: 0.6617
2022-03-24 08:26:37,037 - mmdet - INFO - Epoch [3][180/336]	lr: 1.938e-06, eta: 3:34:16, time: 0.782, data_time: 0.024, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0881, s0.acc: 96.6290, s0.loss_bbox: 0.2944, s1.loss_cls: 0.0331, s1.acc: 97.4547, s1.loss_bbox: 0.1539, s2.loss_cls: 0.0168, s2.acc: 97.3372, s2.loss_bbox: 0.0713, loss: 0.6697
2022-03-24 08:26:44,387 - mmdet - INFO - Epoch [3][190/336]	lr: 1.938e-06, eta: 3:33:49, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0958, s0.acc: 96.4160, s0.loss_bbox: 0.3094, s1.loss_cls: 0.0378, s1.acc: 97.1060, s1.loss_bbox: 0.1605, s2.loss_cls: 0.0200, s2.acc: 96.7993, s2.loss_bbox: 0.0735, loss: 0.7101
2022-03-24 08:26:51,733 - mmdet - INFO - Epoch [3][200/336]	lr: 1.938e-06, eta: 3:33:22, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0933, s0.acc: 96.6068, s0.loss_bbox: 0.2920, s1.loss_cls: 0.0355, s1.acc: 97.4173, s1.loss_bbox: 0.1518, s2.loss_cls: 0.0184, s2.acc: 97.1215, s2.loss_bbox: 0.0706, loss: 0.6746
2022-03-24 08:26:59,091 - mmdet - INFO - Epoch [3][210/336]	lr: 1.938e-06, eta: 3:32:56, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0947, s0.acc: 96.4575, s0.loss_bbox: 0.3063, s1.loss_cls: 0.0363, s1.acc: 97.2308, s1.loss_bbox: 0.1613, s2.loss_cls: 0.0187, s2.acc: 97.0076, s2.loss_bbox: 0.0759, loss: 0.7063
2022-03-24 08:27:06,478 - mmdet - INFO - Epoch [3][220/336]	lr: 1.938e-06, eta: 3:32:30, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0980, s0.acc: 96.3486, s0.loss_bbox: 0.3099, s1.loss_cls: 0.0376, s1.acc: 97.1419, s1.loss_bbox: 0.1621, s2.loss_cls: 0.0195, s2.acc: 96.8574, s2.loss_bbox: 0.0768, loss: 0.7165
2022-03-24 08:27:13,838 - mmdet - INFO - Epoch [3][230/336]	lr: 1.938e-06, eta: 3:32:05, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0955, s0.acc: 96.4484, s0.loss_bbox: 0.3091, s1.loss_cls: 0.0379, s1.acc: 97.1635, s1.loss_bbox: 0.1610, s2.loss_cls: 0.0196, s2.acc: 96.9414, s2.loss_bbox: 0.0747, loss: 0.7100
2022-03-24 08:27:21,199 - mmdet - INFO - Epoch [3][240/336]	lr: 1.938e-06, eta: 3:31:40, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.1025, s0.acc: 96.2375, s0.loss_bbox: 0.3193, s1.loss_cls: 0.0393, s1.acc: 97.0873, s1.loss_bbox: 0.1656, s2.loss_cls: 0.0197, s2.acc: 96.8881, s2.loss_bbox: 0.0767, loss: 0.7365
2022-03-24 08:27:28,796 - mmdet - INFO - Epoch [3][250/336]	lr: 1.938e-06, eta: 3:31:19, time: 0.760, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0922, s0.acc: 96.6068, s0.loss_bbox: 0.3045, s1.loss_cls: 0.0347, s1.acc: 97.3511, s1.loss_bbox: 0.1586, s2.loss_cls: 0.0179, s2.acc: 97.1441, s2.loss_bbox: 0.0734, loss: 0.6940
2022-03-24 08:27:36,265 - mmdet - INFO - Epoch [3][260/336]	lr: 1.938e-06, eta: 3:30:57, time: 0.747, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0923, s0.acc: 96.5533, s0.loss_bbox: 0.3019, s1.loss_cls: 0.0344, s1.acc: 97.4280, s1.loss_bbox: 0.1587, s2.loss_cls: 0.0178, s2.acc: 97.1852, s2.loss_bbox: 0.0761, loss: 0.6942
2022-03-24 08:27:44,220 - mmdet - INFO - Epoch [3][270/336]	lr: 1.938e-06, eta: 3:30:42, time: 0.795, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0946, s0.acc: 96.5201, s0.loss_bbox: 0.3033, s1.loss_cls: 0.0359, s1.acc: 97.2972, s1.loss_bbox: 0.1585, s2.loss_cls: 0.0189, s2.acc: 97.0082, s2.loss_bbox: 0.0734, loss: 0.6986
2022-03-24 08:27:52,110 - mmdet - INFO - Epoch [3][280/336]	lr: 1.938e-06, eta: 3:30:27, time: 0.789, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0086, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0895, s0.acc: 96.7108, s0.loss_bbox: 0.2905, s1.loss_cls: 0.0348, s1.acc: 97.4379, s1.loss_bbox: 0.1517, s2.loss_cls: 0.0177, s2.acc: 97.2132, s2.loss_bbox: 0.0716, loss: 0.6687
2022-03-24 08:27:59,489 - mmdet - INFO - Epoch [3][290/336]	lr: 1.938e-06, eta: 3:30:04, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0988, s0.acc: 96.3699, s0.loss_bbox: 0.3224, s1.loss_cls: 0.0382, s1.acc: 97.1269, s1.loss_bbox: 0.1651, s2.loss_cls: 0.0200, s2.acc: 96.8384, s2.loss_bbox: 0.0763, loss: 0.7337
2022-03-24 08:28:06,838 - mmdet - INFO - Epoch [3][300/336]	lr: 1.938e-06, eta: 3:29:41, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0886, s0.acc: 96.6809, s0.loss_bbox: 0.3003, s1.loss_cls: 0.0351, s1.acc: 97.2457, s1.loss_bbox: 0.1576, s2.loss_cls: 0.0184, s2.acc: 96.9167, s2.loss_bbox: 0.0741, loss: 0.6864
2022-03-24 08:28:14,157 - mmdet - INFO - Epoch [3][310/336]	lr: 1.938e-06, eta: 3:29:17, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0917, s0.acc: 96.5353, s0.loss_bbox: 0.2982, s1.loss_cls: 0.0372, s1.acc: 97.1682, s1.loss_bbox: 0.1564, s2.loss_cls: 0.0194, s2.acc: 96.9166, s2.loss_bbox: 0.0724, loss: 0.6891
2022-03-24 08:28:21,539 - mmdet - INFO - Epoch [3][320/336]	lr: 1.938e-06, eta: 3:28:55, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0886, s0.acc: 96.7047, s0.loss_bbox: 0.2937, s1.loss_cls: 0.0350, s1.acc: 97.4020, s1.loss_bbox: 0.1576, s2.loss_cls: 0.0181, s2.acc: 97.1056, s2.loss_bbox: 0.0746, loss: 0.6797
2022-03-24 08:28:28,867 - mmdet - INFO - Epoch [3][330/336]	lr: 1.938e-06, eta: 3:28:32, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0941, s0.acc: 96.5118, s0.loss_bbox: 0.2958, s1.loss_cls: 0.0376, s1.acc: 97.1200, s1.loss_bbox: 0.1535, s2.loss_cls: 0.0188, s2.acc: 96.9348, s2.loss_bbox: 0.0720, loss: 0.6854
2022-03-24 08:28:54,321 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:28:54,629 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:28:54,630 - mmdet - INFO - Epoch(val) [3][336]	bbox_mAP: 0.1010, bbox_mAP_50: 0.2270, bbox_mAP_75: 0.0720, bbox_mAP_s: 0.0850, bbox_mAP_m: 0.1550, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.101 0.227 0.072 0.085 0.155 -1.000
2022-03-24 08:29:22,732 - mmdet - INFO - Epoch [4][10/336]	lr: 1.938e-06, eta: 3:31:58, time: 2.801, data_time: 1.906, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0922, s0.acc: 96.5237, s0.loss_bbox: 0.3101, s1.loss_cls: 0.0345, s1.acc: 97.4043, s1.loss_bbox: 0.1643, s2.loss_cls: 0.0182, s2.acc: 97.1044, s2.loss_bbox: 0.0771, loss: 0.7090
2022-03-24 08:29:31,606 - mmdet - INFO - Epoch [4][20/336]	lr: 1.938e-06, eta: 3:31:58, time: 0.895, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0967, s0.acc: 96.4575, s0.loss_bbox: 0.3064, s1.loss_cls: 0.0382, s1.acc: 97.1381, s1.loss_bbox: 0.1632, s2.loss_cls: 0.0200, s2.acc: 96.8438, s2.loss_bbox: 0.0778, loss: 0.7155
2022-03-24 08:29:40,547 - mmdet - INFO - Epoch [4][30/336]	lr: 1.938e-06, eta: 3:31:57, time: 0.894, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0092, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0932, s0.acc: 96.5564, s0.loss_bbox: 0.3037, s1.loss_cls: 0.0351, s1.acc: 97.3788, s1.loss_bbox: 0.1573, s2.loss_cls: 0.0177, s2.acc: 97.2592, s2.loss_bbox: 0.0743, loss: 0.6951
2022-03-24 08:29:48,657 - mmdet - INFO - Epoch [4][40/336]	lr: 1.938e-06, eta: 3:31:43, time: 0.804, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0914, s0.acc: 96.6272, s0.loss_bbox: 0.3006, s1.loss_cls: 0.0353, s1.acc: 97.3674, s1.loss_bbox: 0.1564, s2.loss_cls: 0.0177, s2.acc: 97.1294, s2.loss_bbox: 0.0738, loss: 0.6875
2022-03-24 08:29:56,121 - mmdet - INFO - Epoch [4][50/336]	lr: 1.938e-06, eta: 3:31:22, time: 0.753, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0885, s0.acc: 96.7303, s0.loss_bbox: 0.3019, s1.loss_cls: 0.0346, s1.acc: 97.3957, s1.loss_bbox: 0.1590, s2.loss_cls: 0.0178, s2.acc: 97.1840, s2.loss_bbox: 0.0755, loss: 0.6892
2022-03-24 08:30:03,865 - mmdet - INFO - Epoch [4][60/336]	lr: 1.938e-06, eta: 3:31:04, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0097, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0932, s0.acc: 96.5317, s0.loss_bbox: 0.3043, s1.loss_cls: 0.0362, s1.acc: 97.2426, s1.loss_bbox: 0.1610, s2.loss_cls: 0.0188, s2.acc: 97.0537, s2.loss_bbox: 0.0756, loss: 0.7035
2022-03-24 08:30:11,440 - mmdet - INFO - Epoch [4][70/336]	lr: 1.938e-06, eta: 3:30:44, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0084, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0914, s0.acc: 96.6602, s0.loss_bbox: 0.3049, s1.loss_cls: 0.0352, s1.acc: 97.3897, s1.loss_bbox: 0.1556, s2.loss_cls: 0.0181, s2.acc: 97.1538, s2.loss_bbox: 0.0709, loss: 0.6889
2022-03-24 08:30:18,779 - mmdet - INFO - Epoch [4][80/336]	lr: 1.938e-06, eta: 3:30:21, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0807, s0.acc: 96.9247, s0.loss_bbox: 0.2884, s1.loss_cls: 0.0295, s1.acc: 97.7069, s1.loss_bbox: 0.1504, s2.loss_cls: 0.0156, s2.acc: 97.4011, s2.loss_bbox: 0.0711, loss: 0.6464
2022-03-24 08:30:26,117 - mmdet - INFO - Epoch [4][90/336]	lr: 1.938e-06, eta: 3:29:58, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0936, s0.acc: 96.5231, s0.loss_bbox: 0.3149, s1.loss_cls: 0.0358, s1.acc: 97.3051, s1.loss_bbox: 0.1616, s2.loss_cls: 0.0177, s2.acc: 97.1616, s2.loss_bbox: 0.0742, loss: 0.7097
2022-03-24 08:30:33,617 - mmdet - INFO - Epoch [4][100/336]	lr: 1.938e-06, eta: 3:29:38, time: 0.750, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0088, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0934, s0.acc: 96.6180, s0.loss_bbox: 0.3164, s1.loss_cls: 0.0345, s1.acc: 97.4649, s1.loss_bbox: 0.1622, s2.loss_cls: 0.0173, s2.acc: 97.3144, s2.loss_bbox: 0.0754, loss: 0.7125
2022-03-24 08:30:41,267 - mmdet - INFO - Epoch [4][110/336]	lr: 1.938e-06, eta: 3:29:20, time: 0.765, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0926, s0.acc: 96.6000, s0.loss_bbox: 0.3028, s1.loss_cls: 0.0359, s1.acc: 97.3192, s1.loss_bbox: 0.1571, s2.loss_cls: 0.0182, s2.acc: 97.1725, s2.loss_bbox: 0.0727, loss: 0.6903
2022-03-24 08:30:48,670 - mmdet - INFO - Epoch [4][120/336]	lr: 1.938e-06, eta: 3:28:58, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0903, s0.acc: 96.6409, s0.loss_bbox: 0.3065, s1.loss_cls: 0.0341, s1.acc: 97.4943, s1.loss_bbox: 0.1597, s2.loss_cls: 0.0175, s2.acc: 97.2657, s2.loss_bbox: 0.0749, loss: 0.6947
2022-03-24 08:30:56,813 - mmdet - INFO - Epoch [4][130/336]	lr: 1.938e-06, eta: 3:28:44, time: 0.788, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0933, s0.acc: 96.6174, s0.loss_bbox: 0.3021, s1.loss_cls: 0.0365, s1.acc: 97.2848, s1.loss_bbox: 0.1553, s2.loss_cls: 0.0179, s2.acc: 97.1557, s2.loss_bbox: 0.0730, loss: 0.6905
2022-03-24 08:31:06,039 - mmdet - INFO - Epoch [4][140/336]	lr: 1.938e-06, eta: 3:28:50, time: 0.950, data_time: 0.038, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0862, s0.acc: 96.7603, s0.loss_bbox: 0.2965, s1.loss_cls: 0.0334, s1.acc: 97.5056, s1.loss_bbox: 0.1589, s2.loss_cls: 0.0176, s2.acc: 97.1810, s2.loss_bbox: 0.0748, loss: 0.6779
2022-03-24 08:31:13,534 - mmdet - INFO - Epoch [4][150/336]	lr: 1.938e-06, eta: 3:28:30, time: 0.749, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0906, s0.acc: 96.6937, s0.loss_bbox: 0.3007, s1.loss_cls: 0.0335, s1.acc: 97.5191, s1.loss_bbox: 0.1607, s2.loss_cls: 0.0169, s2.acc: 97.3526, s2.loss_bbox: 0.0764, loss: 0.6897
2022-03-24 08:31:20,929 - mmdet - INFO - Epoch [4][160/336]	lr: 1.938e-06, eta: 3:28:10, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0095, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.0959, s0.acc: 96.4896, s0.loss_bbox: 0.3100, s1.loss_cls: 0.0364, s1.acc: 97.3366, s1.loss_bbox: 0.1585, s2.loss_cls: 0.0178, s2.acc: 97.2012, s2.loss_bbox: 0.0732, loss: 0.7060
2022-03-24 08:31:28,388 - mmdet - INFO - Epoch [4][170/336]	lr: 1.938e-06, eta: 3:27:50, time: 0.746, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0815, s0.acc: 96.9150, s0.loss_bbox: 0.2890, s1.loss_cls: 0.0304, s1.acc: 97.7191, s1.loss_bbox: 0.1483, s2.loss_cls: 0.0155, s2.acc: 97.5175, s2.loss_bbox: 0.0696, loss: 0.6459
2022-03-24 08:31:35,717 - mmdet - INFO - Epoch [4][180/336]	lr: 1.938e-06, eta: 3:27:29, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0870, s0.acc: 96.7825, s0.loss_bbox: 0.2880, s1.loss_cls: 0.0334, s1.acc: 97.4693, s1.loss_bbox: 0.1501, s2.loss_cls: 0.0171, s2.acc: 97.2051, s2.loss_bbox: 0.0689, loss: 0.6564
2022-03-24 08:31:43,072 - mmdet - INFO - Epoch [4][190/336]	lr: 1.938e-06, eta: 3:27:09, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0891, s0.acc: 96.7499, s0.loss_bbox: 0.2975, s1.loss_cls: 0.0328, s1.acc: 97.6082, s1.loss_bbox: 0.1531, s2.loss_cls: 0.0163, s2.acc: 97.4522, s2.loss_bbox: 0.0718, loss: 0.6717
2022-03-24 08:31:50,441 - mmdet - INFO - Epoch [4][200/336]	lr: 1.938e-06, eta: 3:26:48, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0090, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0909, s0.acc: 96.8317, s0.loss_bbox: 0.2882, s1.loss_cls: 0.0346, s1.acc: 97.5726, s1.loss_bbox: 0.1466, s2.loss_cls: 0.0169, s2.acc: 97.4887, s2.loss_bbox: 0.0679, loss: 0.6580
2022-03-24 08:31:57,984 - mmdet - INFO - Epoch [4][210/336]	lr: 1.938e-06, eta: 3:26:31, time: 0.754, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0818, s0.acc: 97.0819, s0.loss_bbox: 0.2790, s1.loss_cls: 0.0315, s1.acc: 97.7128, s1.loss_bbox: 0.1475, s2.loss_cls: 0.0159, s2.acc: 97.4497, s2.loss_bbox: 0.0696, loss: 0.6358
2022-03-24 08:32:05,352 - mmdet - INFO - Epoch [4][220/336]	lr: 1.938e-06, eta: 3:26:11, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0849, s0.acc: 96.8829, s0.loss_bbox: 0.2923, s1.loss_cls: 0.0336, s1.acc: 97.4649, s1.loss_bbox: 0.1517, s2.loss_cls: 0.0173, s2.acc: 97.2355, s2.loss_bbox: 0.0693, loss: 0.6599
2022-03-24 08:32:14,190 - mmdet - INFO - Epoch [4][230/336]	lr: 1.938e-06, eta: 3:26:09, time: 0.884, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0857, s0.acc: 96.8375, s0.loss_bbox: 0.2821, s1.loss_cls: 0.0338, s1.acc: 97.4927, s1.loss_bbox: 0.1450, s2.loss_cls: 0.0173, s2.acc: 97.3114, s2.loss_bbox: 0.0674, loss: 0.6428
2022-03-24 08:32:23,646 - mmdet - INFO - Epoch [4][240/336]	lr: 1.938e-06, eta: 3:26:14, time: 0.945, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0868, s0.acc: 96.7645, s0.loss_bbox: 0.2982, s1.loss_cls: 0.0325, s1.acc: 97.5146, s1.loss_bbox: 0.1519, s2.loss_cls: 0.0166, s2.acc: 97.3571, s2.loss_bbox: 0.0702, loss: 0.6678
2022-03-24 08:32:32,050 - mmdet - INFO - Epoch [4][250/336]	lr: 1.938e-06, eta: 3:26:07, time: 0.840, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0855, s0.acc: 96.8185, s0.loss_bbox: 0.2942, s1.loss_cls: 0.0327, s1.acc: 97.5535, s1.loss_bbox: 0.1509, s2.loss_cls: 0.0167, s2.acc: 97.2591, s2.loss_bbox: 0.0691, loss: 0.6613
2022-03-24 08:32:39,532 - mmdet - INFO - Epoch [4][260/336]	lr: 1.938e-06, eta: 3:25:49, time: 0.748, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0093, loss_rpn_bbox: 0.0047, s0.loss_cls: 0.0910, s0.acc: 96.6705, s0.loss_bbox: 0.3105, s1.loss_cls: 0.0338, s1.acc: 97.5043, s1.loss_bbox: 0.1569, s2.loss_cls: 0.0170, s2.acc: 97.4072, s2.loss_bbox: 0.0726, loss: 0.6956
2022-03-24 08:32:46,926 - mmdet - INFO - Epoch [4][270/336]	lr: 1.938e-06, eta: 3:25:30, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0101, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0890, s0.acc: 96.7746, s0.loss_bbox: 0.2908, s1.loss_cls: 0.0340, s1.acc: 97.5299, s1.loss_bbox: 0.1487, s2.loss_cls: 0.0173, s2.acc: 97.2511, s2.loss_bbox: 0.0674, loss: 0.6619
2022-03-24 08:32:54,297 - mmdet - INFO - Epoch [4][280/336]	lr: 1.938e-06, eta: 3:25:11, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0831, s0.acc: 96.9470, s0.loss_bbox: 0.2898, s1.loss_cls: 0.0315, s1.acc: 97.6846, s1.loss_bbox: 0.1477, s2.loss_cls: 0.0156, s2.acc: 97.6343, s2.loss_bbox: 0.0685, loss: 0.6480
2022-03-24 08:33:01,675 - mmdet - INFO - Epoch [4][290/336]	lr: 1.938e-06, eta: 3:24:52, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0898, s0.acc: 96.7215, s0.loss_bbox: 0.3063, s1.loss_cls: 0.0339, s1.acc: 97.5505, s1.loss_bbox: 0.1589, s2.loss_cls: 0.0172, s2.acc: 97.4012, s2.loss_bbox: 0.0733, loss: 0.6921
2022-03-24 08:33:09,179 - mmdet - INFO - Epoch [4][300/336]	lr: 1.938e-06, eta: 3:24:35, time: 0.750, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0089, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0993, s0.acc: 96.4151, s0.loss_bbox: 0.3124, s1.loss_cls: 0.0378, s1.acc: 97.1652, s1.loss_bbox: 0.1612, s2.loss_cls: 0.0187, s2.acc: 97.1077, s2.loss_bbox: 0.0746, loss: 0.7173
2022-03-24 08:33:16,753 - mmdet - INFO - Epoch [4][310/336]	lr: 1.938e-06, eta: 3:24:19, time: 0.757, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0919, s0.acc: 96.5833, s0.loss_bbox: 0.2990, s1.loss_cls: 0.0362, s1.acc: 97.3351, s1.loss_bbox: 0.1568, s2.loss_cls: 0.0181, s2.acc: 97.1400, s2.loss_bbox: 0.0738, loss: 0.6872
2022-03-24 08:33:24,155 - mmdet - INFO - Epoch [4][320/336]	lr: 1.938e-06, eta: 3:24:01, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0958, s0.acc: 96.4743, s0.loss_bbox: 0.3169, s1.loss_cls: 0.0367, s1.acc: 97.3009, s1.loss_bbox: 0.1622, s2.loss_cls: 0.0188, s2.acc: 96.9358, s2.loss_bbox: 0.0757, loss: 0.7192
2022-03-24 08:33:32,337 - mmdet - INFO - Epoch [4][330/336]	lr: 1.938e-06, eta: 3:23:51, time: 0.818, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0046, s0.loss_cls: 0.0916, s0.acc: 96.5918, s0.loss_bbox: 0.3151, s1.loss_cls: 0.0352, s1.acc: 97.4164, s1.loss_bbox: 0.1640, s2.loss_cls: 0.0176, s2.acc: 97.2892, s2.loss_bbox: 0.0759, loss: 0.7122
2022-03-24 08:33:38,412 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-03-24 08:34:15,802 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:34:16,086 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:34:16,086 - mmdet - INFO - Epoch(val) [4][336]	bbox_mAP: 0.0850, bbox_mAP_50: 0.1900, bbox_mAP_75: 0.0660, bbox_mAP_s: 0.0870, bbox_mAP_m: 0.1000, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.085 0.190 0.066 0.087 0.100 -1.000
2022-03-24 08:34:42,643 - mmdet - INFO - Epoch [5][10/336]	lr: 1.938e-06, eta: 3:26:03, time: 2.654, data_time: 1.872, memory: 15335, loss_rpn_cls: 0.0087, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0916, s0.acc: 96.7368, s0.loss_bbox: 0.3016, s1.loss_cls: 0.0349, s1.acc: 97.4512, s1.loss_bbox: 0.1525, s2.loss_cls: 0.0169, s2.acc: 97.3389, s2.loss_bbox: 0.0705, loss: 0.6811
2022-03-24 08:34:50,115 - mmdet - INFO - Epoch [5][20/336]	lr: 1.938e-06, eta: 3:25:45, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0884, s0.acc: 96.7526, s0.loss_bbox: 0.2957, s1.loss_cls: 0.0342, s1.acc: 97.4603, s1.loss_bbox: 0.1557, s2.loss_cls: 0.0171, s2.acc: 97.3277, s2.loss_bbox: 0.0729, loss: 0.6767
2022-03-24 08:34:57,513 - mmdet - INFO - Epoch [5][30/336]	lr: 1.938e-06, eta: 3:25:27, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0852, s0.acc: 96.9409, s0.loss_bbox: 0.2803, s1.loss_cls: 0.0316, s1.acc: 97.7613, s1.loss_bbox: 0.1461, s2.loss_cls: 0.0159, s2.acc: 97.5674, s2.loss_bbox: 0.0690, loss: 0.6407
2022-03-24 08:35:04,919 - mmdet - INFO - Epoch [5][40/336]	lr: 1.938e-06, eta: 3:25:08, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0874, s0.acc: 96.8256, s0.loss_bbox: 0.2937, s1.loss_cls: 0.0330, s1.acc: 97.4909, s1.loss_bbox: 0.1508, s2.loss_cls: 0.0168, s2.acc: 97.3152, s2.loss_bbox: 0.0693, loss: 0.6631
2022-03-24 08:35:12,357 - mmdet - INFO - Epoch [5][50/336]	lr: 1.938e-06, eta: 3:24:50, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0828, s0.acc: 96.9647, s0.loss_bbox: 0.2883, s1.loss_cls: 0.0303, s1.acc: 97.7252, s1.loss_bbox: 0.1481, s2.loss_cls: 0.0156, s2.acc: 97.4733, s2.loss_bbox: 0.0694, loss: 0.6460
2022-03-24 08:35:19,914 - mmdet - INFO - Epoch [5][60/336]	lr: 1.938e-06, eta: 3:24:34, time: 0.756, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0085, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0823, s0.acc: 97.0392, s0.loss_bbox: 0.2855, s1.loss_cls: 0.0314, s1.acc: 97.7395, s1.loss_bbox: 0.1442, s2.loss_cls: 0.0156, s2.acc: 97.6091, s2.loss_bbox: 0.0675, loss: 0.6394
2022-03-24 08:35:27,290 - mmdet - INFO - Epoch [5][70/336]	lr: 1.938e-06, eta: 3:24:15, time: 0.737, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0835, s0.acc: 97.0270, s0.loss_bbox: 0.2774, s1.loss_cls: 0.0320, s1.acc: 97.6857, s1.loss_bbox: 0.1408, s2.loss_cls: 0.0157, s2.acc: 97.5986, s2.loss_bbox: 0.0648, loss: 0.6256
2022-03-24 08:35:34,690 - mmdet - INFO - Epoch [5][80/336]	lr: 1.938e-06, eta: 3:23:57, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0910, s0.acc: 96.6891, s0.loss_bbox: 0.3097, s1.loss_cls: 0.0351, s1.acc: 97.4405, s1.loss_bbox: 0.1589, s2.loss_cls: 0.0177, s2.acc: 97.2171, s2.loss_bbox: 0.0717, loss: 0.6964
2022-03-24 08:35:44,624 - mmdet - INFO - Epoch [5][90/336]	lr: 1.938e-06, eta: 3:24:05, time: 0.993, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0796, s0.acc: 97.0667, s0.loss_bbox: 0.2850, s1.loss_cls: 0.0298, s1.acc: 97.7975, s1.loss_bbox: 0.1472, s2.loss_cls: 0.0152, s2.acc: 97.6464, s2.loss_bbox: 0.0699, loss: 0.6380
2022-03-24 08:35:52,177 - mmdet - INFO - Epoch [5][100/336]	lr: 1.938e-06, eta: 3:23:49, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0785, s0.acc: 97.1298, s0.loss_bbox: 0.2817, s1.loss_cls: 0.0296, s1.acc: 97.8534, s1.loss_bbox: 0.1463, s2.loss_cls: 0.0148, s2.acc: 97.6519, s2.loss_bbox: 0.0698, loss: 0.6311
2022-03-24 08:35:59,546 - mmdet - INFO - Epoch [5][110/336]	lr: 1.938e-06, eta: 3:23:31, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0898, s0.acc: 96.7654, s0.loss_bbox: 0.2983, s1.loss_cls: 0.0364, s1.acc: 97.3486, s1.loss_bbox: 0.1525, s2.loss_cls: 0.0185, s2.acc: 97.1424, s2.loss_bbox: 0.0694, loss: 0.6767
2022-03-24 08:36:06,912 - mmdet - INFO - Epoch [5][120/336]	lr: 1.938e-06, eta: 3:23:13, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0833, s0.acc: 96.9693, s0.loss_bbox: 0.2866, s1.loss_cls: 0.0321, s1.acc: 97.6126, s1.loss_bbox: 0.1473, s2.loss_cls: 0.0159, s2.acc: 97.5139, s2.loss_bbox: 0.0695, loss: 0.6463
2022-03-24 08:36:14,260 - mmdet - INFO - Epoch [5][130/336]	lr: 1.938e-06, eta: 3:22:55, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0805, s0.acc: 97.0520, s0.loss_bbox: 0.2819, s1.loss_cls: 0.0303, s1.acc: 97.7778, s1.loss_bbox: 0.1457, s2.loss_cls: 0.0157, s2.acc: 97.5789, s2.loss_bbox: 0.0681, loss: 0.6348
2022-03-24 08:36:21,636 - mmdet - INFO - Epoch [5][140/336]	lr: 1.938e-06, eta: 3:22:38, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0797, s0.acc: 97.0908, s0.loss_bbox: 0.2733, s1.loss_cls: 0.0304, s1.acc: 97.7740, s1.loss_bbox: 0.1429, s2.loss_cls: 0.0154, s2.acc: 97.6301, s2.loss_bbox: 0.0677, loss: 0.6207
2022-03-24 08:36:29,031 - mmdet - INFO - Epoch [5][150/336]	lr: 1.938e-06, eta: 3:22:21, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0848, s0.acc: 96.9815, s0.loss_bbox: 0.2758, s1.loss_cls: 0.0325, s1.acc: 97.6779, s1.loss_bbox: 0.1406, s2.loss_cls: 0.0167, s2.acc: 97.4594, s2.loss_bbox: 0.0656, loss: 0.6282
2022-03-24 08:36:36,605 - mmdet - INFO - Epoch [5][160/336]	lr: 1.938e-06, eta: 3:22:05, time: 0.758, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0759, s0.acc: 97.2116, s0.loss_bbox: 0.2705, s1.loss_cls: 0.0275, s1.acc: 98.0505, s1.loss_bbox: 0.1421, s2.loss_cls: 0.0142, s2.acc: 97.8763, s2.loss_bbox: 0.0680, loss: 0.6098
2022-03-24 08:36:44,350 - mmdet - INFO - Epoch [5][170/336]	lr: 1.938e-06, eta: 3:21:52, time: 0.774, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0854, s0.acc: 96.9064, s0.loss_bbox: 0.2901, s1.loss_cls: 0.0320, s1.acc: 97.6726, s1.loss_bbox: 0.1484, s2.loss_cls: 0.0161, s2.acc: 97.5455, s2.loss_bbox: 0.0700, loss: 0.6539
2022-03-24 08:36:52,190 - mmdet - INFO - Epoch [5][180/336]	lr: 1.938e-06, eta: 3:21:39, time: 0.785, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0860, s0.acc: 96.8692, s0.loss_bbox: 0.2849, s1.loss_cls: 0.0324, s1.acc: 97.6214, s1.loss_bbox: 0.1440, s2.loss_cls: 0.0157, s2.acc: 97.5232, s2.loss_bbox: 0.0675, loss: 0.6426
2022-03-24 08:37:01,864 - mmdet - INFO - Epoch [5][190/336]	lr: 1.938e-06, eta: 3:21:44, time: 0.967, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0797, s0.acc: 97.1075, s0.loss_bbox: 0.2703, s1.loss_cls: 0.0307, s1.acc: 97.7637, s1.loss_bbox: 0.1403, s2.loss_cls: 0.0154, s2.acc: 97.6198, s2.loss_bbox: 0.0665, loss: 0.6138
2022-03-24 08:37:09,944 - mmdet - INFO - Epoch [5][200/336]	lr: 1.938e-06, eta: 3:21:34, time: 0.807, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0860, s0.acc: 96.7703, s0.loss_bbox: 0.2941, s1.loss_cls: 0.0344, s1.acc: 97.3785, s1.loss_bbox: 0.1549, s2.loss_cls: 0.0179, s2.acc: 97.1224, s2.loss_bbox: 0.0722, loss: 0.6718
2022-03-24 08:37:17,306 - mmdet - INFO - Epoch [5][210/336]	lr: 1.938e-06, eta: 3:21:17, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0729, s0.acc: 97.3428, s0.loss_bbox: 0.2584, s1.loss_cls: 0.0274, s1.acc: 98.0492, s1.loss_bbox: 0.1341, s2.loss_cls: 0.0147, s2.acc: 97.7817, s2.loss_bbox: 0.0631, loss: 0.5811
2022-03-24 08:37:24,662 - mmdet - INFO - Epoch [5][220/336]	lr: 1.938e-06, eta: 3:21:00, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0812, s0.acc: 97.0273, s0.loss_bbox: 0.2832, s1.loss_cls: 0.0319, s1.acc: 97.6704, s1.loss_bbox: 0.1453, s2.loss_cls: 0.0155, s2.acc: 97.6014, s2.loss_bbox: 0.0668, loss: 0.6354
2022-03-24 08:37:32,017 - mmdet - INFO - Epoch [5][230/336]	lr: 1.938e-06, eta: 3:20:43, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0083, loss_rpn_bbox: 0.0044, s0.loss_cls: 0.0910, s0.acc: 96.8369, s0.loss_bbox: 0.2953, s1.loss_cls: 0.0343, s1.acc: 97.5615, s1.loss_bbox: 0.1521, s2.loss_cls: 0.0167, s2.acc: 97.4170, s2.loss_bbox: 0.0704, loss: 0.6724
2022-03-24 08:37:39,392 - mmdet - INFO - Epoch [5][240/336]	lr: 1.938e-06, eta: 3:20:26, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0866, s0.acc: 96.9943, s0.loss_bbox: 0.2855, s1.loss_cls: 0.0329, s1.acc: 97.6842, s1.loss_bbox: 0.1497, s2.loss_cls: 0.0163, s2.acc: 97.6015, s2.loss_bbox: 0.0703, loss: 0.6526
2022-03-24 08:37:46,761 - mmdet - INFO - Epoch [5][250/336]	lr: 1.938e-06, eta: 3:20:10, time: 0.737, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0784, s0.acc: 97.0947, s0.loss_bbox: 0.2765, s1.loss_cls: 0.0292, s1.acc: 97.8277, s1.loss_bbox: 0.1443, s2.loss_cls: 0.0150, s2.acc: 97.5391, s2.loss_bbox: 0.0672, loss: 0.6226
2022-03-24 08:37:54,326 - mmdet - INFO - Epoch [5][260/336]	lr: 1.938e-06, eta: 3:19:55, time: 0.756, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0815, s0.acc: 96.9803, s0.loss_bbox: 0.2826, s1.loss_cls: 0.0315, s1.acc: 97.6696, s1.loss_bbox: 0.1484, s2.loss_cls: 0.0154, s2.acc: 97.5880, s2.loss_bbox: 0.0705, loss: 0.6409
2022-03-24 08:38:01,741 - mmdet - INFO - Epoch [5][270/336]	lr: 1.938e-06, eta: 3:19:40, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0890, s0.acc: 96.7062, s0.loss_bbox: 0.3075, s1.loss_cls: 0.0341, s1.acc: 97.4460, s1.loss_bbox: 0.1595, s2.loss_cls: 0.0171, s2.acc: 97.3391, s2.loss_bbox: 0.0737, loss: 0.6922
2022-03-24 08:38:09,142 - mmdet - INFO - Epoch [5][280/336]	lr: 1.938e-06, eta: 3:19:24, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0918, s0.acc: 96.7612, s0.loss_bbox: 0.3090, s1.loss_cls: 0.0352, s1.acc: 97.5500, s1.loss_bbox: 0.1593, s2.loss_cls: 0.0174, s2.acc: 97.3524, s2.loss_bbox: 0.0742, loss: 0.6988
2022-03-24 08:38:17,787 - mmdet - INFO - Epoch [5][290/336]	lr: 1.938e-06, eta: 3:19:19, time: 0.864, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0870, s0.acc: 96.7868, s0.loss_bbox: 0.3067, s1.loss_cls: 0.0327, s1.acc: 97.5744, s1.loss_bbox: 0.1578, s2.loss_cls: 0.0167, s2.acc: 97.4107, s2.loss_bbox: 0.0751, loss: 0.6872
2022-03-24 08:38:25,180 - mmdet - INFO - Epoch [5][300/336]	lr: 1.938e-06, eta: 3:19:03, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0780, s0.acc: 97.1271, s0.loss_bbox: 0.2818, s1.loss_cls: 0.0295, s1.acc: 97.8299, s1.loss_bbox: 0.1484, s2.loss_cls: 0.0149, s2.acc: 97.7326, s2.loss_bbox: 0.0709, loss: 0.6350
2022-03-24 08:38:32,943 - mmdet - INFO - Epoch [5][310/336]	lr: 1.938e-06, eta: 3:18:51, time: 0.776, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0854, s0.acc: 96.9592, s0.loss_bbox: 0.2953, s1.loss_cls: 0.0327, s1.acc: 97.6393, s1.loss_bbox: 0.1530, s2.loss_cls: 0.0157, s2.acc: 97.6138, s2.loss_bbox: 0.0712, loss: 0.6648
2022-03-24 08:38:40,372 - mmdet - INFO - Epoch [5][320/336]	lr: 1.938e-06, eta: 3:18:35, time: 0.743, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0804, s0.acc: 97.0685, s0.loss_bbox: 0.2869, s1.loss_cls: 0.0303, s1.acc: 97.7848, s1.loss_bbox: 0.1502, s2.loss_cls: 0.0153, s2.acc: 97.6409, s2.loss_bbox: 0.0716, loss: 0.6453
2022-03-24 08:38:47,776 - mmdet - INFO - Epoch [5][330/336]	lr: 1.938e-06, eta: 3:18:20, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0080, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0878, s0.acc: 96.8628, s0.loss_bbox: 0.2835, s1.loss_cls: 0.0342, s1.acc: 97.5687, s1.loss_bbox: 0.1457, s2.loss_cls: 0.0164, s2.acc: 97.5320, s2.loss_bbox: 0.0681, loss: 0.6477
2022-03-24 08:39:13,431 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:39:13,718 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:39:13,718 - mmdet - INFO - Epoch(val) [5][336]	bbox_mAP: 0.1010, bbox_mAP_50: 0.2100, bbox_mAP_75: 0.0900, bbox_mAP_s: 0.0940, bbox_mAP_m: 0.1340, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.101 0.210 0.090 0.094 0.134 -1.000
2022-03-24 08:39:40,953 - mmdet - INFO - Epoch [6][10/336]	lr: 1.938e-06, eta: 3:20:07, time: 2.722, data_time: 1.853, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0863, s0.acc: 96.9443, s0.loss_bbox: 0.2935, s1.loss_cls: 0.0308, s1.acc: 97.8155, s1.loss_bbox: 0.1499, s2.loss_cls: 0.0148, s2.acc: 97.7762, s2.loss_bbox: 0.0706, loss: 0.6575
2022-03-24 08:39:49,100 - mmdet - INFO - Epoch [6][20/336]	lr: 1.938e-06, eta: 3:19:56, time: 0.808, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0785, s0.acc: 97.1729, s0.loss_bbox: 0.2765, s1.loss_cls: 0.0281, s1.acc: 98.0103, s1.loss_bbox: 0.1424, s2.loss_cls: 0.0143, s2.acc: 97.8103, s2.loss_bbox: 0.0667, loss: 0.6186
2022-03-24 08:39:57,083 - mmdet - INFO - Epoch [6][30/336]	lr: 1.938e-06, eta: 3:19:46, time: 0.806, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0774, s0.acc: 97.1951, s0.loss_bbox: 0.2724, s1.loss_cls: 0.0295, s1.acc: 97.8377, s1.loss_bbox: 0.1419, s2.loss_cls: 0.0144, s2.acc: 97.7614, s2.loss_bbox: 0.0662, loss: 0.6123
2022-03-24 08:40:04,665 - mmdet - INFO - Epoch [6][40/336]	lr: 1.938e-06, eta: 3:19:31, time: 0.758, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0883, s0.acc: 96.8118, s0.loss_bbox: 0.2977, s1.loss_cls: 0.0331, s1.acc: 97.6337, s1.loss_bbox: 0.1537, s2.loss_cls: 0.0163, s2.acc: 97.4296, s2.loss_bbox: 0.0722, loss: 0.6717
2022-03-24 08:40:13,016 - mmdet - INFO - Epoch [6][50/336]	lr: 1.938e-06, eta: 3:19:23, time: 0.836, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0865, s0.acc: 96.9009, s0.loss_bbox: 0.2928, s1.loss_cls: 0.0328, s1.acc: 97.6169, s1.loss_bbox: 0.1523, s2.loss_cls: 0.0161, s2.acc: 97.5541, s2.loss_bbox: 0.0710, loss: 0.6625
2022-03-24 08:40:20,658 - mmdet - INFO - Epoch [6][60/336]	lr: 1.938e-06, eta: 3:19:09, time: 0.757, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0835, s0.acc: 96.8802, s0.loss_bbox: 0.3040, s1.loss_cls: 0.0313, s1.acc: 97.5938, s1.loss_bbox: 0.1574, s2.loss_cls: 0.0155, s2.acc: 97.5486, s2.loss_bbox: 0.0744, loss: 0.6772
2022-03-24 08:40:28,996 - mmdet - INFO - Epoch [6][70/336]	lr: 1.938e-06, eta: 3:19:02, time: 0.841, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0819, s0.acc: 97.0560, s0.loss_bbox: 0.2810, s1.loss_cls: 0.0312, s1.acc: 97.7257, s1.loss_bbox: 0.1456, s2.loss_cls: 0.0160, s2.acc: 97.4887, s2.loss_bbox: 0.0672, loss: 0.6344
2022-03-24 08:40:36,341 - mmdet - INFO - Epoch [6][80/336]	lr: 1.938e-06, eta: 3:18:45, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0793, s0.acc: 97.1133, s0.loss_bbox: 0.2776, s1.loss_cls: 0.0303, s1.acc: 97.6962, s1.loss_bbox: 0.1447, s2.loss_cls: 0.0151, s2.acc: 97.6420, s2.loss_bbox: 0.0676, loss: 0.6249
2022-03-24 08:40:43,737 - mmdet - INFO - Epoch [6][90/336]	lr: 1.938e-06, eta: 3:18:30, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0045, s0.loss_cls: 0.0837, s0.acc: 96.8042, s0.loss_bbox: 0.2940, s1.loss_cls: 0.0318, s1.acc: 97.5450, s1.loss_bbox: 0.1555, s2.loss_cls: 0.0165, s2.acc: 97.3089, s2.loss_bbox: 0.0745, loss: 0.6672
2022-03-24 08:40:52,896 - mmdet - INFO - Epoch [6][100/336]	lr: 1.938e-06, eta: 3:18:28, time: 0.916, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0733, s0.acc: 97.3425, s0.loss_bbox: 0.2774, s1.loss_cls: 0.0268, s1.acc: 98.0338, s1.loss_bbox: 0.1473, s2.loss_cls: 0.0138, s2.acc: 97.8748, s2.loss_bbox: 0.0713, loss: 0.6193
2022-03-24 08:41:01,875 - mmdet - INFO - Epoch [6][110/336]	lr: 1.938e-06, eta: 3:18:25, time: 0.891, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0079, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0869, s0.acc: 96.9397, s0.loss_bbox: 0.2959, s1.loss_cls: 0.0328, s1.acc: 97.6586, s1.loss_bbox: 0.1521, s2.loss_cls: 0.0158, s2.acc: 97.6351, s2.loss_bbox: 0.0723, loss: 0.6679
2022-03-24 08:41:09,460 - mmdet - INFO - Epoch [6][120/336]	lr: 1.938e-06, eta: 3:18:12, time: 0.765, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0794, s0.acc: 97.1378, s0.loss_bbox: 0.2757, s1.loss_cls: 0.0302, s1.acc: 97.8149, s1.loss_bbox: 0.1433, s2.loss_cls: 0.0149, s2.acc: 97.6965, s2.loss_bbox: 0.0667, loss: 0.6209
2022-03-24 08:41:16,860 - mmdet - INFO - Epoch [6][130/336]	lr: 1.938e-06, eta: 3:17:56, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0749, s0.acc: 97.3053, s0.loss_bbox: 0.2655, s1.loss_cls: 0.0286, s1.acc: 97.9107, s1.loss_bbox: 0.1375, s2.loss_cls: 0.0148, s2.acc: 97.7175, s2.loss_bbox: 0.0637, loss: 0.5963
2022-03-24 08:41:24,401 - mmdet - INFO - Epoch [6][140/336]	lr: 1.938e-06, eta: 3:17:42, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0745, s0.acc: 97.3657, s0.loss_bbox: 0.2687, s1.loss_cls: 0.0279, s1.acc: 97.9746, s1.loss_bbox: 0.1399, s2.loss_cls: 0.0136, s2.acc: 97.9386, s2.loss_bbox: 0.0661, loss: 0.6023
2022-03-24 08:41:32,515 - mmdet - INFO - Epoch [6][150/336]	lr: 1.938e-06, eta: 3:17:32, time: 0.811, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0819, s0.acc: 97.0325, s0.loss_bbox: 0.2844, s1.loss_cls: 0.0308, s1.acc: 97.7481, s1.loss_bbox: 0.1477, s2.loss_cls: 0.0151, s2.acc: 97.6331, s2.loss_bbox: 0.0687, loss: 0.6400
2022-03-24 08:41:39,859 - mmdet - INFO - Epoch [6][160/336]	lr: 1.938e-06, eta: 3:17:17, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0729, s0.acc: 97.2656, s0.loss_bbox: 0.2769, s1.loss_cls: 0.0278, s1.acc: 97.8735, s1.loss_bbox: 0.1452, s2.loss_cls: 0.0150, s2.acc: 97.5592, s2.loss_bbox: 0.0681, loss: 0.6158
2022-03-24 08:41:47,182 - mmdet - INFO - Epoch [6][170/336]	lr: 1.938e-06, eta: 3:17:01, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0839, s0.acc: 96.9019, s0.loss_bbox: 0.2974, s1.loss_cls: 0.0326, s1.acc: 97.5841, s1.loss_bbox: 0.1550, s2.loss_cls: 0.0162, s2.acc: 97.4452, s2.loss_bbox: 0.0728, loss: 0.6689
2022-03-24 08:41:54,563 - mmdet - INFO - Epoch [6][180/336]	lr: 1.938e-06, eta: 3:16:46, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0077, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0841, s0.acc: 96.9812, s0.loss_bbox: 0.2846, s1.loss_cls: 0.0334, s1.acc: 97.5718, s1.loss_bbox: 0.1484, s2.loss_cls: 0.0166, s2.acc: 97.4621, s2.loss_bbox: 0.0688, loss: 0.6478
2022-03-24 08:42:01,901 - mmdet - INFO - Epoch [6][190/336]	lr: 1.938e-06, eta: 3:16:30, time: 0.735, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0871, s0.acc: 96.9400, s0.loss_bbox: 0.2922, s1.loss_cls: 0.0341, s1.acc: 97.6093, s1.loss_bbox: 0.1514, s2.loss_cls: 0.0166, s2.acc: 97.5635, s2.loss_bbox: 0.0696, loss: 0.6631
2022-03-24 08:42:09,221 - mmdet - INFO - Epoch [6][200/336]	lr: 1.938e-06, eta: 3:16:15, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0849, s0.acc: 97.0471, s0.loss_bbox: 0.2829, s1.loss_cls: 0.0321, s1.acc: 97.7747, s1.loss_bbox: 0.1447, s2.loss_cls: 0.0155, s2.acc: 97.7391, s2.loss_bbox: 0.0672, loss: 0.6388
2022-03-24 08:42:16,679 - mmdet - INFO - Epoch [6][210/336]	lr: 1.938e-06, eta: 3:16:00, time: 0.746, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0761, s0.acc: 97.2043, s0.loss_bbox: 0.2890, s1.loss_cls: 0.0272, s1.acc: 98.0465, s1.loss_bbox: 0.1502, s2.loss_cls: 0.0141, s2.acc: 97.8747, s2.loss_bbox: 0.0705, loss: 0.6369
2022-03-24 08:42:24,022 - mmdet - INFO - Epoch [6][220/336]	lr: 1.938e-06, eta: 3:15:45, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0768, s0.acc: 97.1478, s0.loss_bbox: 0.2808, s1.loss_cls: 0.0286, s1.acc: 97.8976, s1.loss_bbox: 0.1492, s2.loss_cls: 0.0146, s2.acc: 97.7292, s2.loss_bbox: 0.0702, loss: 0.6307
2022-03-24 08:42:31,379 - mmdet - INFO - Epoch [6][230/336]	lr: 1.938e-06, eta: 3:15:30, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0788, s0.acc: 97.1802, s0.loss_bbox: 0.2781, s1.loss_cls: 0.0298, s1.acc: 97.9427, s1.loss_bbox: 0.1442, s2.loss_cls: 0.0150, s2.acc: 97.7733, s2.loss_bbox: 0.0671, loss: 0.6235
2022-03-24 08:42:38,926 - mmdet - INFO - Epoch [6][240/336]	lr: 1.938e-06, eta: 3:15:17, time: 0.755, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0784, s0.acc: 97.1106, s0.loss_bbox: 0.2769, s1.loss_cls: 0.0299, s1.acc: 97.7620, s1.loss_bbox: 0.1432, s2.loss_cls: 0.0153, s2.acc: 97.6289, s2.loss_bbox: 0.0662, loss: 0.6206
2022-03-24 08:42:47,227 - mmdet - INFO - Epoch [6][250/336]	lr: 1.938e-06, eta: 3:15:09, time: 0.829, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0761, s0.acc: 97.2275, s0.loss_bbox: 0.2680, s1.loss_cls: 0.0292, s1.acc: 97.8743, s1.loss_bbox: 0.1432, s2.loss_cls: 0.0147, s2.acc: 97.7202, s2.loss_bbox: 0.0670, loss: 0.6092
2022-03-24 08:42:55,444 - mmdet - INFO - Epoch [6][260/336]	lr: 1.938e-06, eta: 3:15:00, time: 0.816, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0794, s0.acc: 97.1661, s0.loss_bbox: 0.2901, s1.loss_cls: 0.0295, s1.acc: 97.8918, s1.loss_bbox: 0.1528, s2.loss_cls: 0.0150, s2.acc: 97.6682, s2.loss_bbox: 0.0715, loss: 0.6481
2022-03-24 08:43:03,128 - mmdet - INFO - Epoch [6][270/336]	lr: 1.938e-06, eta: 3:14:48, time: 0.775, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0760, s0.acc: 97.2372, s0.loss_bbox: 0.2766, s1.loss_cls: 0.0284, s1.acc: 97.8736, s1.loss_bbox: 0.1419, s2.loss_cls: 0.0144, s2.acc: 97.8402, s2.loss_bbox: 0.0663, loss: 0.6144
2022-03-24 08:43:10,925 - mmdet - INFO - Epoch [6][280/336]	lr: 1.938e-06, eta: 3:14:36, time: 0.773, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0826, s0.acc: 97.0401, s0.loss_bbox: 0.2838, s1.loss_cls: 0.0316, s1.acc: 97.7802, s1.loss_bbox: 0.1469, s2.loss_cls: 0.0155, s2.acc: 97.7242, s2.loss_bbox: 0.0684, loss: 0.6393
2022-03-24 08:43:20,066 - mmdet - INFO - Epoch [6][290/336]	lr: 1.938e-06, eta: 3:14:34, time: 0.914, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0836, s0.acc: 97.0343, s0.loss_bbox: 0.2858, s1.loss_cls: 0.0318, s1.acc: 97.7189, s1.loss_bbox: 0.1499, s2.loss_cls: 0.0153, s2.acc: 97.6478, s2.loss_bbox: 0.0704, loss: 0.6492
2022-03-24 08:43:28,334 - mmdet - INFO - Epoch [6][300/336]	lr: 1.938e-06, eta: 3:14:27, time: 0.834, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0812, s0.acc: 97.0566, s0.loss_bbox: 0.2796, s1.loss_cls: 0.0317, s1.acc: 97.6825, s1.loss_bbox: 0.1465, s2.loss_cls: 0.0157, s2.acc: 97.6342, s2.loss_bbox: 0.0692, loss: 0.6344
2022-03-24 08:43:35,702 - mmdet - INFO - Epoch [6][310/336]	lr: 1.938e-06, eta: 3:14:12, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0753, s0.acc: 97.2375, s0.loss_bbox: 0.2698, s1.loss_cls: 0.0289, s1.acc: 97.8999, s1.loss_bbox: 0.1398, s2.loss_cls: 0.0140, s2.acc: 97.8587, s2.loss_bbox: 0.0671, loss: 0.6052
2022-03-24 08:43:43,572 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:43:43,573 - mmdet - INFO - Epoch [6][320/336]	lr: 1.938e-06, eta: 3:14:02, time: 0.787, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0799, s0.acc: 97.0236, s0.loss_bbox: 0.2772, s1.loss_cls: 0.0305, s1.acc: 97.7009, s1.loss_bbox: 0.1446, s2.loss_cls: 0.0157, s2.acc: 97.5442, s2.loss_bbox: 0.0684, loss: 0.6272
2022-03-24 08:43:50,965 - mmdet - INFO - Epoch [6][330/336]	lr: 1.938e-06, eta: 3:13:47, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0706, s0.acc: 97.3856, s0.loss_bbox: 0.2645, s1.loss_cls: 0.0270, s1.acc: 97.9793, s1.loss_bbox: 0.1424, s2.loss_cls: 0.0139, s2.acc: 97.8129, s2.loss_bbox: 0.0685, loss: 0.5970
2022-03-24 08:44:17,180 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:44:17,487 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:44:17,487 - mmdet - INFO - Epoch(val) [6][336]	bbox_mAP: 0.1030, bbox_mAP_50: 0.2240, bbox_mAP_75: 0.0790, bbox_mAP_s: 0.1050, bbox_mAP_m: 0.1070, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.103 0.224 0.079 0.105 0.107 -1.000
2022-03-24 08:44:46,442 - mmdet - INFO - Epoch [7][10/336]	lr: 1.938e-06, eta: 3:15:24, time: 2.894, data_time: 1.883, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0806, s0.acc: 97.2070, s0.loss_bbox: 0.2760, s1.loss_cls: 0.0296, s1.acc: 97.9371, s1.loss_bbox: 0.1423, s2.loss_cls: 0.0144, s2.acc: 97.8918, s2.loss_bbox: 0.0676, loss: 0.6214
2022-03-24 08:44:53,829 - mmdet - INFO - Epoch [7][20/336]	lr: 1.938e-06, eta: 3:15:09, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0081, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0829, s0.acc: 96.9928, s0.loss_bbox: 0.2954, s1.loss_cls: 0.0314, s1.acc: 97.6569, s1.loss_bbox: 0.1509, s2.loss_cls: 0.0158, s2.acc: 97.5793, s2.loss_bbox: 0.0687, loss: 0.6576
2022-03-24 08:45:01,191 - mmdet - INFO - Epoch [7][30/336]	lr: 1.938e-06, eta: 3:14:54, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0825, s0.acc: 97.0215, s0.loss_bbox: 0.2921, s1.loss_cls: 0.0301, s1.acc: 97.7890, s1.loss_bbox: 0.1514, s2.loss_cls: 0.0150, s2.acc: 97.7846, s2.loss_bbox: 0.0711, loss: 0.6542
2022-03-24 08:45:08,524 - mmdet - INFO - Epoch [7][40/336]	lr: 1.938e-06, eta: 3:14:39, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0757, s0.acc: 97.2375, s0.loss_bbox: 0.2743, s1.loss_cls: 0.0293, s1.acc: 97.8739, s1.loss_bbox: 0.1456, s2.loss_cls: 0.0148, s2.acc: 97.7190, s2.loss_bbox: 0.0685, loss: 0.6192
2022-03-24 08:45:15,890 - mmdet - INFO - Epoch [7][50/336]	lr: 1.938e-06, eta: 3:14:25, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0757, s0.acc: 97.1548, s0.loss_bbox: 0.2803, s1.loss_cls: 0.0292, s1.acc: 97.8120, s1.loss_bbox: 0.1501, s2.loss_cls: 0.0154, s2.acc: 97.5813, s2.loss_bbox: 0.0720, loss: 0.6330
2022-03-24 08:45:23,481 - mmdet - INFO - Epoch [7][60/336]	lr: 1.938e-06, eta: 3:14:12, time: 0.760, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0825, s0.acc: 97.0636, s0.loss_bbox: 0.2897, s1.loss_cls: 0.0314, s1.acc: 97.7827, s1.loss_bbox: 0.1510, s2.loss_cls: 0.0158, s2.acc: 97.6016, s2.loss_bbox: 0.0708, loss: 0.6531
2022-03-24 08:45:30,815 - mmdet - INFO - Epoch [7][70/336]	lr: 1.938e-06, eta: 3:13:57, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0772, s0.acc: 97.1301, s0.loss_bbox: 0.2824, s1.loss_cls: 0.0290, s1.acc: 97.7892, s1.loss_bbox: 0.1486, s2.loss_cls: 0.0148, s2.acc: 97.6457, s2.loss_bbox: 0.0710, loss: 0.6340
2022-03-24 08:45:39,652 - mmdet - INFO - Epoch [7][80/336]	lr: 1.938e-06, eta: 3:13:52, time: 0.884, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0738, s0.acc: 97.3502, s0.loss_bbox: 0.2741, s1.loss_cls: 0.0284, s1.acc: 97.9501, s1.loss_bbox: 0.1440, s2.loss_cls: 0.0148, s2.acc: 97.7293, s2.loss_bbox: 0.0690, loss: 0.6136
2022-03-24 08:45:47,788 - mmdet - INFO - Epoch [7][90/336]	lr: 1.938e-06, eta: 3:13:43, time: 0.813, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0828, s0.acc: 97.0370, s0.loss_bbox: 0.2864, s1.loss_cls: 0.0312, s1.acc: 97.7264, s1.loss_bbox: 0.1497, s2.loss_cls: 0.0158, s2.acc: 97.6026, s2.loss_bbox: 0.0712, loss: 0.6477
2022-03-24 08:45:55,334 - mmdet - INFO - Epoch [7][100/336]	lr: 1.938e-06, eta: 3:13:30, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0775, s0.acc: 97.2421, s0.loss_bbox: 0.2741, s1.loss_cls: 0.0284, s1.acc: 98.0186, s1.loss_bbox: 0.1425, s2.loss_cls: 0.0143, s2.acc: 97.8548, s2.loss_bbox: 0.0673, loss: 0.6154
2022-03-24 08:46:03,632 - mmdet - INFO - Epoch [7][110/336]	lr: 1.938e-06, eta: 3:13:22, time: 0.830, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0740, s0.acc: 97.2421, s0.loss_bbox: 0.2793, s1.loss_cls: 0.0277, s1.acc: 97.9406, s1.loss_bbox: 0.1485, s2.loss_cls: 0.0137, s2.acc: 97.8876, s2.loss_bbox: 0.0717, loss: 0.6260
2022-03-24 08:46:10,991 - mmdet - INFO - Epoch [7][120/336]	lr: 1.938e-06, eta: 3:13:07, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0784, s0.acc: 97.2415, s0.loss_bbox: 0.2676, s1.loss_cls: 0.0301, s1.acc: 97.8188, s1.loss_bbox: 0.1418, s2.loss_cls: 0.0148, s2.acc: 97.8043, s2.loss_bbox: 0.0674, loss: 0.6108
2022-03-24 08:46:18,328 - mmdet - INFO - Epoch [7][130/336]	lr: 1.938e-06, eta: 3:12:53, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0717, s0.acc: 97.3929, s0.loss_bbox: 0.2669, s1.loss_cls: 0.0275, s1.acc: 97.9709, s1.loss_bbox: 0.1402, s2.loss_cls: 0.0138, s2.acc: 97.8516, s2.loss_bbox: 0.0656, loss: 0.5948
2022-03-24 08:46:25,661 - mmdet - INFO - Epoch [7][140/336]	lr: 1.938e-06, eta: 3:12:38, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0716, s0.acc: 97.3730, s0.loss_bbox: 0.2738, s1.loss_cls: 0.0262, s1.acc: 98.0947, s1.loss_bbox: 0.1431, s2.loss_cls: 0.0135, s2.acc: 97.8801, s2.loss_bbox: 0.0674, loss: 0.6054
2022-03-24 08:46:32,980 - mmdet - INFO - Epoch [7][150/336]	lr: 1.938e-06, eta: 3:12:24, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0815, s0.acc: 97.1899, s0.loss_bbox: 0.2836, s1.loss_cls: 0.0309, s1.acc: 97.8865, s1.loss_bbox: 0.1452, s2.loss_cls: 0.0152, s2.acc: 97.8232, s2.loss_bbox: 0.0668, loss: 0.6347
2022-03-24 08:46:40,677 - mmdet - INFO - Epoch [7][160/336]	lr: 1.938e-06, eta: 3:12:12, time: 0.770, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0710, s0.acc: 97.3358, s0.loss_bbox: 0.2717, s1.loss_cls: 0.0265, s1.acc: 97.9991, s1.loss_bbox: 0.1429, s2.loss_cls: 0.0137, s2.acc: 97.8845, s2.loss_bbox: 0.0678, loss: 0.6031
2022-03-24 08:46:49,453 - mmdet - INFO - Epoch [7][170/336]	lr: 1.938e-06, eta: 3:12:07, time: 0.870, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0763, s0.acc: 97.2031, s0.loss_bbox: 0.2730, s1.loss_cls: 0.0294, s1.acc: 97.8653, s1.loss_bbox: 0.1449, s2.loss_cls: 0.0149, s2.acc: 97.6683, s2.loss_bbox: 0.0690, loss: 0.6188
2022-03-24 08:46:58,581 - mmdet - INFO - Epoch [7][180/336]	lr: 1.938e-06, eta: 3:12:04, time: 0.913, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0754, s0.acc: 97.3712, s0.loss_bbox: 0.2700, s1.loss_cls: 0.0284, s1.acc: 97.9826, s1.loss_bbox: 0.1444, s2.loss_cls: 0.0143, s2.acc: 97.8600, s2.loss_bbox: 0.0695, loss: 0.6134
2022-03-24 08:47:07,695 - mmdet - INFO - Epoch [7][190/336]	lr: 1.938e-06, eta: 3:12:01, time: 0.912, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0724, s0.acc: 97.4759, s0.loss_bbox: 0.2593, s1.loss_cls: 0.0261, s1.acc: 98.2088, s1.loss_bbox: 0.1346, s2.loss_cls: 0.0133, s2.acc: 98.0444, s2.loss_bbox: 0.0625, loss: 0.5795
2022-03-24 08:47:17,166 - mmdet - INFO - Epoch [7][200/336]	lr: 1.938e-06, eta: 3:11:59, time: 0.936, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0722, s0.acc: 97.3825, s0.loss_bbox: 0.2641, s1.loss_cls: 0.0269, s1.acc: 98.0134, s1.loss_bbox: 0.1335, s2.loss_cls: 0.0134, s2.acc: 97.9602, s2.loss_bbox: 0.0621, loss: 0.5823
2022-03-24 08:47:26,928 - mmdet - INFO - Epoch [7][210/336]	lr: 1.938e-06, eta: 3:12:01, time: 0.987, data_time: 0.028, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0778, s0.acc: 97.3212, s0.loss_bbox: 0.2674, s1.loss_cls: 0.0290, s1.acc: 97.9981, s1.loss_bbox: 0.1354, s2.loss_cls: 0.0140, s2.acc: 97.9095, s2.loss_bbox: 0.0631, loss: 0.5975
2022-03-24 08:47:34,743 - mmdet - INFO - Epoch [7][220/336]	lr: 1.938e-06, eta: 3:11:50, time: 0.789, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0785, s0.acc: 97.1204, s0.loss_bbox: 0.2752, s1.loss_cls: 0.0294, s1.acc: 97.8453, s1.loss_bbox: 0.1420, s2.loss_cls: 0.0146, s2.acc: 97.7159, s2.loss_bbox: 0.0662, loss: 0.6164
2022-03-24 08:47:42,107 - mmdet - INFO - Epoch [7][230/336]	lr: 1.938e-06, eta: 3:11:36, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0738, s0.acc: 97.2794, s0.loss_bbox: 0.2699, s1.loss_cls: 0.0276, s1.acc: 97.9269, s1.loss_bbox: 0.1396, s2.loss_cls: 0.0137, s2.acc: 97.8370, s2.loss_bbox: 0.0648, loss: 0.5998
2022-03-24 08:47:49,473 - mmdet - INFO - Epoch [7][240/336]	lr: 1.938e-06, eta: 3:11:22, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0082, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0776, s0.acc: 97.3273, s0.loss_bbox: 0.2570, s1.loss_cls: 0.0297, s1.acc: 97.9819, s1.loss_bbox: 0.1298, s2.loss_cls: 0.0142, s2.acc: 97.8723, s2.loss_bbox: 0.0591, loss: 0.5796
2022-03-24 08:47:56,855 - mmdet - INFO - Epoch [7][250/336]	lr: 1.938e-06, eta: 3:11:09, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0662, s0.acc: 97.6410, s0.loss_bbox: 0.2497, s1.loss_cls: 0.0249, s1.acc: 98.2266, s1.loss_bbox: 0.1295, s2.loss_cls: 0.0126, s2.acc: 98.0730, s2.loss_bbox: 0.0606, loss: 0.5534
2022-03-24 08:48:04,346 - mmdet - INFO - Epoch [7][260/336]	lr: 1.938e-06, eta: 3:10:55, time: 0.749, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0774, s0.acc: 97.2388, s0.loss_bbox: 0.2694, s1.loss_cls: 0.0295, s1.acc: 97.9059, s1.loss_bbox: 0.1391, s2.loss_cls: 0.0141, s2.acc: 97.9192, s2.loss_bbox: 0.0650, loss: 0.6057
2022-03-24 08:48:11,669 - mmdet - INFO - Epoch [7][270/336]	lr: 1.938e-06, eta: 3:10:41, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0779, s0.acc: 97.1774, s0.loss_bbox: 0.2789, s1.loss_cls: 0.0301, s1.acc: 97.8676, s1.loss_bbox: 0.1440, s2.loss_cls: 0.0146, s2.acc: 97.7765, s2.loss_bbox: 0.0675, loss: 0.6239
2022-03-24 08:48:19,004 - mmdet - INFO - Epoch [7][280/336]	lr: 1.938e-06, eta: 3:10:28, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0800, s0.acc: 97.0682, s0.loss_bbox: 0.2838, s1.loss_cls: 0.0301, s1.acc: 97.7999, s1.loss_bbox: 0.1468, s2.loss_cls: 0.0143, s2.acc: 97.7577, s2.loss_bbox: 0.0676, loss: 0.6331
2022-03-24 08:48:26,350 - mmdet - INFO - Epoch [7][290/336]	lr: 1.938e-06, eta: 3:10:14, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0730, s0.acc: 97.3697, s0.loss_bbox: 0.2713, s1.loss_cls: 0.0271, s1.acc: 98.0523, s1.loss_bbox: 0.1389, s2.loss_cls: 0.0138, s2.acc: 97.9685, s2.loss_bbox: 0.0645, loss: 0.5997
2022-03-24 08:48:34,075 - mmdet - INFO - Epoch [7][300/336]	lr: 1.938e-06, eta: 3:10:02, time: 0.772, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0078, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0838, s0.acc: 97.0059, s0.loss_bbox: 0.2852, s1.loss_cls: 0.0326, s1.acc: 97.6472, s1.loss_bbox: 0.1465, s2.loss_cls: 0.0162, s2.acc: 97.5394, s2.loss_bbox: 0.0677, loss: 0.6439
2022-03-24 08:48:42,031 - mmdet - INFO - Epoch [7][310/336]	lr: 1.938e-06, eta: 3:09:52, time: 0.796, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0750, s0.acc: 97.2897, s0.loss_bbox: 0.2667, s1.loss_cls: 0.0289, s1.acc: 97.9140, s1.loss_bbox: 0.1404, s2.loss_cls: 0.0144, s2.acc: 97.9168, s2.loss_bbox: 0.0667, loss: 0.6018
2022-03-24 08:48:49,401 - mmdet - INFO - Epoch [7][320/336]	lr: 1.938e-06, eta: 3:09:39, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0706, s0.acc: 97.4960, s0.loss_bbox: 0.2580, s1.loss_cls: 0.0257, s1.acc: 98.1879, s1.loss_bbox: 0.1350, s2.loss_cls: 0.0130, s2.acc: 98.0630, s2.loss_bbox: 0.0646, loss: 0.5767
2022-03-24 08:48:56,757 - mmdet - INFO - Epoch [7][330/336]	lr: 1.938e-06, eta: 3:09:25, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0723, s0.acc: 97.3328, s0.loss_bbox: 0.2743, s1.loss_cls: 0.0274, s1.acc: 97.9600, s1.loss_bbox: 0.1450, s2.loss_cls: 0.0143, s2.acc: 97.8281, s2.loss_bbox: 0.0695, loss: 0.6126
2022-03-24 08:49:23,552 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:49:23,845 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:49:23,846 - mmdet - INFO - Epoch(val) [7][336]	bbox_mAP: 0.1000, bbox_mAP_50: 0.2080, bbox_mAP_75: 0.0810, bbox_mAP_s: 0.0820, bbox_mAP_m: 0.1620, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.100 0.208 0.081 0.082 0.162 -1.000
2022-03-24 08:49:50,729 - mmdet - INFO - Epoch [8][10/336]	lr: 1.938e-06, eta: 3:10:31, time: 2.680, data_time: 1.958, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0774, s0.acc: 97.2119, s0.loss_bbox: 0.2652, s1.loss_cls: 0.0290, s1.acc: 97.9197, s1.loss_bbox: 0.1316, s2.loss_cls: 0.0137, s2.acc: 97.9152, s2.loss_bbox: 0.0599, loss: 0.5876
2022-03-24 08:49:58,066 - mmdet - INFO - Epoch [8][20/336]	lr: 1.938e-06, eta: 3:10:18, time: 0.741, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0747, s0.acc: 97.2897, s0.loss_bbox: 0.2747, s1.loss_cls: 0.0269, s1.acc: 98.0994, s1.loss_bbox: 0.1397, s2.loss_cls: 0.0128, s2.acc: 98.0906, s2.loss_bbox: 0.0648, loss: 0.6041
2022-03-24 08:50:05,411 - mmdet - INFO - Epoch [8][30/336]	lr: 1.938e-06, eta: 3:10:04, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0746, s0.acc: 97.3413, s0.loss_bbox: 0.2759, s1.loss_cls: 0.0271, s1.acc: 98.1248, s1.loss_bbox: 0.1432, s2.loss_cls: 0.0135, s2.acc: 98.0669, s2.loss_bbox: 0.0679, loss: 0.6128
2022-03-24 08:50:12,736 - mmdet - INFO - Epoch [8][40/336]	lr: 1.938e-06, eta: 3:09:50, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0783, s0.acc: 97.2229, s0.loss_bbox: 0.2680, s1.loss_cls: 0.0289, s1.acc: 97.9502, s1.loss_bbox: 0.1368, s2.loss_cls: 0.0142, s2.acc: 97.8171, s2.loss_bbox: 0.0632, loss: 0.6006
2022-03-24 08:50:20,056 - mmdet - INFO - Epoch [8][50/336]	lr: 1.938e-06, eta: 3:09:36, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0770, s0.acc: 97.2626, s0.loss_bbox: 0.2656, s1.loss_cls: 0.0282, s1.acc: 97.9907, s1.loss_bbox: 0.1355, s2.loss_cls: 0.0139, s2.acc: 97.8082, s2.loss_bbox: 0.0635, loss: 0.5937
2022-03-24 08:50:27,734 - mmdet - INFO - Epoch [8][60/336]	lr: 1.938e-06, eta: 3:09:25, time: 0.768, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0782, s0.acc: 97.0966, s0.loss_bbox: 0.2723, s1.loss_cls: 0.0298, s1.acc: 97.7896, s1.loss_bbox: 0.1417, s2.loss_cls: 0.0156, s2.acc: 97.6048, s2.loss_bbox: 0.0653, loss: 0.6124
2022-03-24 08:50:35,945 - mmdet - INFO - Epoch [8][70/336]	lr: 1.938e-06, eta: 3:09:16, time: 0.821, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0803, s0.acc: 97.1350, s0.loss_bbox: 0.2902, s1.loss_cls: 0.0311, s1.acc: 97.7184, s1.loss_bbox: 0.1500, s2.loss_cls: 0.0156, s2.acc: 97.5424, s2.loss_bbox: 0.0692, loss: 0.6463
2022-03-24 08:50:43,534 - mmdet - INFO - Epoch [8][80/336]	lr: 1.938e-06, eta: 3:09:04, time: 0.759, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0775, s0.acc: 97.1643, s0.loss_bbox: 0.2825, s1.loss_cls: 0.0283, s1.acc: 97.8890, s1.loss_bbox: 0.1499, s2.loss_cls: 0.0147, s2.acc: 97.7175, s2.loss_bbox: 0.0703, loss: 0.6334
2022-03-24 08:50:50,867 - mmdet - INFO - Epoch [8][90/336]	lr: 1.938e-06, eta: 3:08:50, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0739, s0.acc: 97.2974, s0.loss_bbox: 0.2851, s1.loss_cls: 0.0270, s1.acc: 98.0655, s1.loss_bbox: 0.1479, s2.loss_cls: 0.0134, s2.acc: 97.9033, s2.loss_bbox: 0.0687, loss: 0.6254
2022-03-24 08:50:58,378 - mmdet - INFO - Epoch [8][100/336]	lr: 1.938e-06, eta: 3:08:38, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0832, s0.acc: 97.1021, s0.loss_bbox: 0.2875, s1.loss_cls: 0.0309, s1.acc: 97.8763, s1.loss_bbox: 0.1452, s2.loss_cls: 0.0145, s2.acc: 97.9016, s2.loss_bbox: 0.0668, loss: 0.6395
2022-03-24 08:51:05,719 - mmdet - INFO - Epoch [8][110/336]	lr: 1.938e-06, eta: 3:08:24, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0759, s0.acc: 97.2964, s0.loss_bbox: 0.2766, s1.loss_cls: 0.0280, s1.acc: 98.0291, s1.loss_bbox: 0.1435, s2.loss_cls: 0.0147, s2.acc: 97.8104, s2.loss_bbox: 0.0662, loss: 0.6163
2022-03-24 08:51:13,064 - mmdet - INFO - Epoch [8][120/336]	lr: 1.938e-06, eta: 3:08:11, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0730, s0.acc: 97.3657, s0.loss_bbox: 0.2772, s1.loss_cls: 0.0266, s1.acc: 98.0680, s1.loss_bbox: 0.1429, s2.loss_cls: 0.0132, s2.acc: 98.0023, s2.loss_bbox: 0.0662, loss: 0.6097
2022-03-24 08:51:20,532 - mmdet - INFO - Epoch [8][130/336]	lr: 1.938e-06, eta: 3:07:58, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0784, s0.acc: 97.1207, s0.loss_bbox: 0.2859, s1.loss_cls: 0.0281, s1.acc: 97.9749, s1.loss_bbox: 0.1470, s2.loss_cls: 0.0141, s2.acc: 97.8508, s2.loss_bbox: 0.0687, loss: 0.6327
2022-03-24 08:51:27,983 - mmdet - INFO - Epoch [8][140/336]	lr: 1.938e-06, eta: 3:07:45, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0752, s0.acc: 97.3288, s0.loss_bbox: 0.2742, s1.loss_cls: 0.0278, s1.acc: 97.9991, s1.loss_bbox: 0.1417, s2.loss_cls: 0.0138, s2.acc: 97.8823, s2.loss_bbox: 0.0666, loss: 0.6095
2022-03-24 08:51:35,328 - mmdet - INFO - Epoch [8][150/336]	lr: 1.938e-06, eta: 3:07:32, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0717, s0.acc: 97.3862, s0.loss_bbox: 0.2694, s1.loss_cls: 0.0270, s1.acc: 98.0318, s1.loss_bbox: 0.1372, s2.loss_cls: 0.0132, s2.acc: 97.9922, s2.loss_bbox: 0.0623, loss: 0.5910
2022-03-24 08:51:43,084 - mmdet - INFO - Epoch [8][160/336]	lr: 1.938e-06, eta: 3:07:21, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0704, s0.acc: 97.4310, s0.loss_bbox: 0.2693, s1.loss_cls: 0.0264, s1.acc: 98.0832, s1.loss_bbox: 0.1388, s2.loss_cls: 0.0132, s2.acc: 97.9941, s2.loss_bbox: 0.0651, loss: 0.5933
2022-03-24 08:51:51,162 - mmdet - INFO - Epoch [8][170/336]	lr: 1.938e-06, eta: 3:07:12, time: 0.808, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0708, s0.acc: 97.3813, s0.loss_bbox: 0.2712, s1.loss_cls: 0.0264, s1.acc: 98.0543, s1.loss_bbox: 0.1410, s2.loss_cls: 0.0134, s2.acc: 97.9543, s2.loss_bbox: 0.0660, loss: 0.5982
2022-03-24 08:51:58,510 - mmdet - INFO - Epoch [8][180/336]	lr: 1.938e-06, eta: 3:06:59, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0766, s0.acc: 97.2433, s0.loss_bbox: 0.2734, s1.loss_cls: 0.0290, s1.acc: 97.8673, s1.loss_bbox: 0.1436, s2.loss_cls: 0.0143, s2.acc: 97.7882, s2.loss_bbox: 0.0671, loss: 0.6138
2022-03-24 08:52:05,930 - mmdet - INFO - Epoch [8][190/336]	lr: 1.938e-06, eta: 3:06:46, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0744, s0.acc: 97.3660, s0.loss_bbox: 0.2709, s1.loss_cls: 0.0277, s1.acc: 98.0802, s1.loss_bbox: 0.1393, s2.loss_cls: 0.0139, s2.acc: 97.9405, s2.loss_bbox: 0.0648, loss: 0.6013
2022-03-24 08:52:13,470 - mmdet - INFO - Epoch [8][200/336]	lr: 1.938e-06, eta: 3:06:34, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0715, s0.acc: 97.3996, s0.loss_bbox: 0.2649, s1.loss_cls: 0.0268, s1.acc: 98.0788, s1.loss_bbox: 0.1369, s2.loss_cls: 0.0133, s2.acc: 98.0007, s2.loss_bbox: 0.0636, loss: 0.5875
2022-03-24 08:52:20,940 - mmdet - INFO - Epoch [8][210/336]	lr: 1.938e-06, eta: 3:06:22, time: 0.747, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0761, s0.acc: 97.3090, s0.loss_bbox: 0.2715, s1.loss_cls: 0.0277, s1.acc: 98.0173, s1.loss_bbox: 0.1405, s2.loss_cls: 0.0130, s2.acc: 98.0488, s2.loss_bbox: 0.0658, loss: 0.6050
2022-03-24 08:52:28,308 - mmdet - INFO - Epoch [8][220/336]	lr: 1.938e-06, eta: 3:06:09, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0742, s0.acc: 97.3642, s0.loss_bbox: 0.2650, s1.loss_cls: 0.0266, s1.acc: 98.1497, s1.loss_bbox: 0.1353, s2.loss_cls: 0.0134, s2.acc: 98.1212, s2.loss_bbox: 0.0626, loss: 0.5879
2022-03-24 08:52:35,642 - mmdet - INFO - Epoch [8][230/336]	lr: 1.938e-06, eta: 3:05:56, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0774, s0.acc: 97.1561, s0.loss_bbox: 0.2752, s1.loss_cls: 0.0295, s1.acc: 97.8023, s1.loss_bbox: 0.1386, s2.loss_cls: 0.0149, s2.acc: 97.6098, s2.loss_bbox: 0.0637, loss: 0.6103
2022-03-24 08:52:42,981 - mmdet - INFO - Epoch [8][240/336]	lr: 1.938e-06, eta: 3:05:43, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0725, s0.acc: 97.4982, s0.loss_bbox: 0.2594, s1.loss_cls: 0.0269, s1.acc: 98.1582, s1.loss_bbox: 0.1362, s2.loss_cls: 0.0132, s2.acc: 98.1278, s2.loss_bbox: 0.0644, loss: 0.5830
2022-03-24 08:52:50,496 - mmdet - INFO - Epoch [8][250/336]	lr: 1.938e-06, eta: 3:05:31, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0787, s0.acc: 97.2180, s0.loss_bbox: 0.2743, s1.loss_cls: 0.0290, s1.acc: 98.0252, s1.loss_bbox: 0.1419, s2.loss_cls: 0.0137, s2.acc: 97.9835, s2.loss_bbox: 0.0669, loss: 0.6150
2022-03-24 08:52:58,484 - mmdet - INFO - Epoch [8][260/336]	lr: 1.938e-06, eta: 3:05:21, time: 0.799, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0717, s0.acc: 97.3441, s0.loss_bbox: 0.2764, s1.loss_cls: 0.0264, s1.acc: 97.9867, s1.loss_bbox: 0.1455, s2.loss_cls: 0.0135, s2.acc: 97.8981, s2.loss_bbox: 0.0696, loss: 0.6132
2022-03-24 08:53:06,358 - mmdet - INFO - Epoch [8][270/336]	lr: 1.938e-06, eta: 3:05:11, time: 0.787, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0776, s0.acc: 97.2284, s0.loss_bbox: 0.2894, s1.loss_cls: 0.0276, s1.acc: 98.0186, s1.loss_bbox: 0.1509, s2.loss_cls: 0.0138, s2.acc: 97.9405, s2.loss_bbox: 0.0712, loss: 0.6411
2022-03-24 08:53:13,727 - mmdet - INFO - Epoch [8][280/336]	lr: 1.938e-06, eta: 3:04:59, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0849, s0.acc: 96.9873, s0.loss_bbox: 0.2833, s1.loss_cls: 0.0329, s1.acc: 97.6894, s1.loss_bbox: 0.1460, s2.loss_cls: 0.0156, s2.acc: 97.7005, s2.loss_bbox: 0.0663, loss: 0.6405
2022-03-24 08:53:21,080 - mmdet - INFO - Epoch [8][290/336]	lr: 1.938e-06, eta: 3:04:46, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0712, s0.acc: 97.4771, s0.loss_bbox: 0.2538, s1.loss_cls: 0.0266, s1.acc: 98.1440, s1.loss_bbox: 0.1306, s2.loss_cls: 0.0130, s2.acc: 98.0670, s2.loss_bbox: 0.0618, loss: 0.5661
2022-03-24 08:53:29,782 - mmdet - INFO - Epoch [8][300/336]	lr: 1.938e-06, eta: 3:04:40, time: 0.864, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0675, s0.acc: 97.4368, s0.loss_bbox: 0.2625, s1.loss_cls: 0.0245, s1.acc: 98.1297, s1.loss_bbox: 0.1379, s2.loss_cls: 0.0128, s2.acc: 97.9250, s2.loss_bbox: 0.0657, loss: 0.5796
2022-03-24 08:53:37,284 - mmdet - INFO - Epoch [8][310/336]	lr: 1.938e-06, eta: 3:04:28, time: 0.757, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0801, s0.acc: 97.2104, s0.loss_bbox: 0.2777, s1.loss_cls: 0.0297, s1.acc: 97.9177, s1.loss_bbox: 0.1460, s2.loss_cls: 0.0147, s2.acc: 97.8304, s2.loss_bbox: 0.0699, loss: 0.6290
2022-03-24 08:53:44,684 - mmdet - INFO - Epoch [8][320/336]	lr: 1.938e-06, eta: 3:04:16, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0748, s0.acc: 97.3849, s0.loss_bbox: 0.2752, s1.loss_cls: 0.0275, s1.acc: 98.0726, s1.loss_bbox: 0.1409, s2.loss_cls: 0.0133, s2.acc: 98.0110, s2.loss_bbox: 0.0662, loss: 0.6093
2022-03-24 08:53:52,047 - mmdet - INFO - Epoch [8][330/336]	lr: 1.938e-06, eta: 3:04:04, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0720, s0.acc: 97.4106, s0.loss_bbox: 0.2672, s1.loss_cls: 0.0267, s1.acc: 98.0931, s1.loss_bbox: 0.1400, s2.loss_cls: 0.0129, s2.acc: 98.1043, s2.loss_bbox: 0.0674, loss: 0.5956
2022-03-24 08:53:57,730 - mmdet - INFO - Saving checkpoint at 8 epochs
2022-03-24 08:54:34,968 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:54:35,257 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:54:35,258 - mmdet - INFO - Epoch(val) [8][336]	bbox_mAP: 0.1060, bbox_mAP_50: 0.2170, bbox_mAP_75: 0.0930, bbox_mAP_s: 0.0860, bbox_mAP_m: 0.1700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.106 0.217 0.093 0.086 0.170 -1.000
2022-03-24 08:55:01,349 - mmdet - INFO - Epoch [9][10/336]	lr: 1.938e-06, eta: 3:04:55, time: 2.608, data_time: 1.886, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0800, s0.acc: 97.1570, s0.loss_bbox: 0.2874, s1.loss_cls: 0.0299, s1.acc: 97.8026, s1.loss_bbox: 0.1523, s2.loss_cls: 0.0152, s2.acc: 97.6610, s2.loss_bbox: 0.0715, loss: 0.6470
2022-03-24 08:55:09,056 - mmdet - INFO - Epoch [9][20/336]	lr: 1.938e-06, eta: 3:04:44, time: 0.771, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0721, s0.acc: 97.3752, s0.loss_bbox: 0.2778, s1.loss_cls: 0.0265, s1.acc: 98.0605, s1.loss_bbox: 0.1454, s2.loss_cls: 0.0130, s2.acc: 98.0202, s2.loss_bbox: 0.0694, loss: 0.6150
2022-03-24 08:55:17,033 - mmdet - INFO - Epoch [9][30/336]	lr: 1.938e-06, eta: 3:04:34, time: 0.798, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0780, s0.acc: 97.3074, s0.loss_bbox: 0.2738, s1.loss_cls: 0.0292, s1.acc: 97.9952, s1.loss_bbox: 0.1433, s2.loss_cls: 0.0135, s2.acc: 98.0196, s2.loss_bbox: 0.0684, loss: 0.6173
2022-03-24 08:55:24,356 - mmdet - INFO - Epoch [9][40/336]	lr: 1.938e-06, eta: 3:04:21, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0711, s0.acc: 97.4402, s0.loss_bbox: 0.2664, s1.loss_cls: 0.0263, s1.acc: 98.1370, s1.loss_bbox: 0.1421, s2.loss_cls: 0.0134, s2.acc: 97.9650, s2.loss_bbox: 0.0678, loss: 0.5966
2022-03-24 08:55:31,904 - mmdet - INFO - Epoch [9][50/336]	lr: 1.938e-06, eta: 3:04:10, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0766, s0.acc: 97.3032, s0.loss_bbox: 0.2768, s1.loss_cls: 0.0279, s1.acc: 98.0467, s1.loss_bbox: 0.1445, s2.loss_cls: 0.0134, s2.acc: 97.9649, s2.loss_bbox: 0.0691, loss: 0.6187
2022-03-24 08:55:39,359 - mmdet - INFO - Epoch [9][60/336]	lr: 1.938e-06, eta: 3:03:57, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0800, s0.acc: 97.1399, s0.loss_bbox: 0.2832, s1.loss_cls: 0.0304, s1.acc: 97.8611, s1.loss_bbox: 0.1495, s2.loss_cls: 0.0144, s2.acc: 97.8970, s2.loss_bbox: 0.0699, loss: 0.6381
2022-03-24 08:55:46,740 - mmdet - INFO - Epoch [9][70/336]	lr: 1.938e-06, eta: 3:03:45, time: 0.745, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0701, s0.acc: 97.3904, s0.loss_bbox: 0.2728, s1.loss_cls: 0.0271, s1.acc: 97.9682, s1.loss_bbox: 0.1438, s2.loss_cls: 0.0143, s2.acc: 97.6904, s2.loss_bbox: 0.0684, loss: 0.6054
2022-03-24 08:55:54,096 - mmdet - INFO - Epoch [9][80/336]	lr: 1.938e-06, eta: 3:03:32, time: 0.735, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0749, s0.acc: 97.2974, s0.loss_bbox: 0.2812, s1.loss_cls: 0.0281, s1.acc: 98.0579, s1.loss_bbox: 0.1480, s2.loss_cls: 0.0143, s2.acc: 97.8694, s2.loss_bbox: 0.0711, loss: 0.6275
2022-03-24 08:56:01,439 - mmdet - INFO - Epoch [9][90/336]	lr: 1.938e-06, eta: 3:03:20, time: 0.735, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0731, s0.acc: 97.3721, s0.loss_bbox: 0.2746, s1.loss_cls: 0.0279, s1.acc: 97.9473, s1.loss_bbox: 0.1423, s2.loss_cls: 0.0138, s2.acc: 97.9247, s2.loss_bbox: 0.0666, loss: 0.6085
2022-03-24 08:56:08,768 - mmdet - INFO - Epoch [9][100/336]	lr: 1.938e-06, eta: 3:03:07, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0662, s0.acc: 97.5525, s0.loss_bbox: 0.2618, s1.loss_cls: 0.0230, s1.acc: 98.3282, s1.loss_bbox: 0.1379, s2.loss_cls: 0.0120, s2.acc: 98.1659, s2.loss_bbox: 0.0664, loss: 0.5753
2022-03-24 08:56:16,145 - mmdet - INFO - Epoch [9][110/336]	lr: 1.938e-06, eta: 3:02:55, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0712, s0.acc: 97.3349, s0.loss_bbox: 0.2744, s1.loss_cls: 0.0273, s1.acc: 97.9900, s1.loss_bbox: 0.1447, s2.loss_cls: 0.0145, s2.acc: 97.7678, s2.loss_bbox: 0.0679, loss: 0.6093
2022-03-24 08:56:23,842 - mmdet - INFO - Epoch [9][120/336]	lr: 1.938e-06, eta: 3:02:44, time: 0.770, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0750, s0.acc: 97.2815, s0.loss_bbox: 0.2845, s1.loss_cls: 0.0287, s1.acc: 98.0068, s1.loss_bbox: 0.1510, s2.loss_cls: 0.0142, s2.acc: 97.9386, s2.loss_bbox: 0.0715, loss: 0.6343
2022-03-24 08:56:31,912 - mmdet - INFO - Epoch [9][130/336]	lr: 1.938e-06, eta: 3:02:35, time: 0.807, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0782, s0.acc: 97.2543, s0.loss_bbox: 0.2828, s1.loss_cls: 0.0298, s1.acc: 97.9290, s1.loss_bbox: 0.1472, s2.loss_cls: 0.0144, s2.acc: 97.8836, s2.loss_bbox: 0.0698, loss: 0.6331
2022-03-24 08:56:39,245 - mmdet - INFO - Epoch [9][140/336]	lr: 1.938e-06, eta: 3:02:23, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0677, s0.acc: 97.5732, s0.loss_bbox: 0.2548, s1.loss_cls: 0.0257, s1.acc: 98.2141, s1.loss_bbox: 0.1360, s2.loss_cls: 0.0127, s2.acc: 98.1263, s2.loss_bbox: 0.0649, loss: 0.5716
2022-03-24 08:56:46,748 - mmdet - INFO - Epoch [9][150/336]	lr: 1.938e-06, eta: 3:02:11, time: 0.750, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0758, s0.acc: 97.2931, s0.loss_bbox: 0.2762, s1.loss_cls: 0.0281, s1.acc: 97.9783, s1.loss_bbox: 0.1436, s2.loss_cls: 0.0135, s2.acc: 97.9849, s2.loss_bbox: 0.0683, loss: 0.6163
2022-03-24 08:56:54,097 - mmdet - INFO - Epoch [9][160/336]	lr: 1.938e-06, eta: 3:01:59, time: 0.735, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0757, s0.acc: 97.3383, s0.loss_bbox: 0.2715, s1.loss_cls: 0.0279, s1.acc: 98.0467, s1.loss_bbox: 0.1421, s2.loss_cls: 0.0138, s2.acc: 97.8720, s2.loss_bbox: 0.0670, loss: 0.6085
2022-03-24 08:57:01,452 - mmdet - INFO - Epoch [9][170/336]	lr: 1.938e-06, eta: 3:01:47, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0072, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0781, s0.acc: 97.1860, s0.loss_bbox: 0.2812, s1.loss_cls: 0.0299, s1.acc: 97.8152, s1.loss_bbox: 0.1462, s2.loss_cls: 0.0148, s2.acc: 97.7073, s2.loss_bbox: 0.0675, loss: 0.6290
2022-03-24 08:57:08,806 - mmdet - INFO - Epoch [9][180/336]	lr: 1.938e-06, eta: 3:01:34, time: 0.735, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0710, s0.acc: 97.4274, s0.loss_bbox: 0.2644, s1.loss_cls: 0.0274, s1.acc: 98.0296, s1.loss_bbox: 0.1391, s2.loss_cls: 0.0135, s2.acc: 97.9648, s2.loss_bbox: 0.0655, loss: 0.5904
2022-03-24 08:57:16,190 - mmdet - INFO - Epoch [9][190/336]	lr: 1.938e-06, eta: 3:01:22, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0768, s0.acc: 97.2934, s0.loss_bbox: 0.2762, s1.loss_cls: 0.0285, s1.acc: 97.9816, s1.loss_bbox: 0.1425, s2.loss_cls: 0.0137, s2.acc: 97.9437, s2.loss_bbox: 0.0663, loss: 0.6157
2022-03-24 08:57:23,539 - mmdet - INFO - Epoch [9][200/336]	lr: 1.938e-06, eta: 3:01:10, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0659, s0.acc: 97.6395, s0.loss_bbox: 0.2562, s1.loss_cls: 0.0234, s1.acc: 98.3753, s1.loss_bbox: 0.1348, s2.loss_cls: 0.0115, s2.acc: 98.2418, s2.loss_bbox: 0.0644, loss: 0.5653
2022-03-24 08:57:30,879 - mmdet - INFO - Epoch [9][210/336]	lr: 1.938e-06, eta: 3:00:58, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0717, s0.acc: 97.3868, s0.loss_bbox: 0.2741, s1.loss_cls: 0.0258, s1.acc: 98.1427, s1.loss_bbox: 0.1427, s2.loss_cls: 0.0129, s2.acc: 97.9920, s2.loss_bbox: 0.0674, loss: 0.6051
2022-03-24 08:57:38,541 - mmdet - INFO - Epoch [9][220/336]	lr: 1.938e-06, eta: 3:00:47, time: 0.766, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0605, s0.acc: 97.7621, s0.loss_bbox: 0.2508, s1.loss_cls: 0.0213, s1.acc: 98.4340, s1.loss_bbox: 0.1324, s2.loss_cls: 0.0111, s2.acc: 98.2385, s2.loss_bbox: 0.0633, loss: 0.5478
2022-03-24 08:57:46,603 - mmdet - INFO - Epoch [9][230/336]	lr: 1.938e-06, eta: 3:00:38, time: 0.806, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0076, loss_rpn_bbox: 0.0043, s0.loss_cls: 0.0829, s0.acc: 97.0407, s0.loss_bbox: 0.2882, s1.loss_cls: 0.0311, s1.acc: 97.7379, s1.loss_bbox: 0.1489, s2.loss_cls: 0.0155, s2.acc: 97.6839, s2.loss_bbox: 0.0711, loss: 0.6496
2022-03-24 08:57:54,357 - mmdet - INFO - Epoch [9][240/336]	lr: 1.938e-06, eta: 3:00:28, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0703, s0.acc: 97.4677, s0.loss_bbox: 0.2663, s1.loss_cls: 0.0265, s1.acc: 98.0764, s1.loss_bbox: 0.1424, s2.loss_cls: 0.0136, s2.acc: 97.9550, s2.loss_bbox: 0.0686, loss: 0.5970
2022-03-24 08:58:02,084 - mmdet - INFO - Epoch [9][250/336]	lr: 1.938e-06, eta: 3:00:18, time: 0.773, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0731, s0.acc: 97.3746, s0.loss_bbox: 0.2697, s1.loss_cls: 0.0281, s1.acc: 98.0623, s1.loss_bbox: 0.1400, s2.loss_cls: 0.0140, s2.acc: 97.8925, s2.loss_bbox: 0.0656, loss: 0.6007
2022-03-24 08:58:09,479 - mmdet - INFO - Epoch [9][260/336]	lr: 1.938e-06, eta: 3:00:06, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0801, s0.acc: 97.1478, s0.loss_bbox: 0.2834, s1.loss_cls: 0.0291, s1.acc: 97.8979, s1.loss_bbox: 0.1463, s2.loss_cls: 0.0144, s2.acc: 97.8876, s2.loss_bbox: 0.0690, loss: 0.6331
2022-03-24 08:58:16,905 - mmdet - INFO - Epoch [9][270/336]	lr: 1.938e-06, eta: 2:59:54, time: 0.743, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0752, s0.acc: 97.2787, s0.loss_bbox: 0.2686, s1.loss_cls: 0.0275, s1.acc: 97.9415, s1.loss_bbox: 0.1422, s2.loss_cls: 0.0134, s2.acc: 97.9394, s2.loss_bbox: 0.0674, loss: 0.6043
2022-03-24 08:58:24,269 - mmdet - INFO - Epoch [9][280/336]	lr: 1.938e-06, eta: 2:59:42, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0683, s0.acc: 97.4585, s0.loss_bbox: 0.2758, s1.loss_cls: 0.0253, s1.acc: 98.1177, s1.loss_bbox: 0.1464, s2.loss_cls: 0.0130, s2.acc: 98.0051, s2.loss_bbox: 0.0687, loss: 0.6062
2022-03-24 08:58:31,638 - mmdet - INFO - Epoch [9][290/336]	lr: 1.938e-06, eta: 2:59:31, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0723, s0.acc: 97.3877, s0.loss_bbox: 0.2755, s1.loss_cls: 0.0270, s1.acc: 98.1017, s1.loss_bbox: 0.1468, s2.loss_cls: 0.0142, s2.acc: 97.9000, s2.loss_bbox: 0.0697, loss: 0.6153
2022-03-24 08:58:38,986 - mmdet - INFO - Epoch [9][300/336]	lr: 1.938e-06, eta: 2:59:19, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0700, s0.acc: 97.4646, s0.loss_bbox: 0.2579, s1.loss_cls: 0.0269, s1.acc: 98.0023, s1.loss_bbox: 0.1337, s2.loss_cls: 0.0132, s2.acc: 97.9421, s2.loss_bbox: 0.0628, loss: 0.5735
2022-03-24 08:58:46,493 - mmdet - INFO - Epoch [9][310/336]	lr: 1.938e-06, eta: 2:59:08, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0741, s0.acc: 97.3517, s0.loss_bbox: 0.2739, s1.loss_cls: 0.0266, s1.acc: 98.1203, s1.loss_bbox: 0.1415, s2.loss_cls: 0.0133, s2.acc: 98.0121, s2.loss_bbox: 0.0672, loss: 0.6063
2022-03-24 08:58:54,359 - mmdet - INFO - Epoch [9][320/336]	lr: 1.938e-06, eta: 2:58:57, time: 0.767, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0721, s0.acc: 97.3718, s0.loss_bbox: 0.2634, s1.loss_cls: 0.0262, s1.acc: 98.0910, s1.loss_bbox: 0.1358, s2.loss_cls: 0.0130, s2.acc: 98.0346, s2.loss_bbox: 0.0635, loss: 0.5840
2022-03-24 08:59:02,416 - mmdet - INFO - Epoch [9][330/336]	lr: 1.938e-06, eta: 2:58:49, time: 0.822, data_time: 0.029, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0758, s0.acc: 97.3273, s0.loss_bbox: 0.2714, s1.loss_cls: 0.0284, s1.acc: 98.0022, s1.loss_bbox: 0.1394, s2.loss_cls: 0.0143, s2.acc: 97.8923, s2.loss_bbox: 0.0641, loss: 0.6044
2022-03-24 08:59:29,695 - mmdet - INFO - Evaluating bbox...
2022-03-24 08:59:30,158 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 08:59:30,158 - mmdet - INFO - Epoch(val) [9][336]	bbox_mAP: 0.0820, bbox_mAP_50: 0.1750, bbox_mAP_75: 0.0670, bbox_mAP_s: 0.0610, bbox_mAP_m: 0.1490, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.082 0.175 0.067 0.061 0.149 -1.000
2022-03-24 08:59:56,496 - mmdet - INFO - Epoch [10][10/336]	lr: 1.938e-06, eta: 2:59:33, time: 2.632, data_time: 1.880, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0617, s0.acc: 97.8137, s0.loss_bbox: 0.2479, s1.loss_cls: 0.0214, s1.acc: 98.5248, s1.loss_bbox: 0.1305, s2.loss_cls: 0.0104, s2.acc: 98.4820, s2.loss_bbox: 0.0630, loss: 0.5440
2022-03-24 09:00:03,871 - mmdet - INFO - Epoch [10][20/336]	lr: 1.938e-06, eta: 2:59:21, time: 0.738, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0698, s0.acc: 97.5198, s0.loss_bbox: 0.2605, s1.loss_cls: 0.0254, s1.acc: 98.2062, s1.loss_bbox: 0.1354, s2.loss_cls: 0.0126, s2.acc: 98.0745, s2.loss_bbox: 0.0632, loss: 0.5767
2022-03-24 09:00:11,332 - mmdet - INFO - Epoch [10][30/336]	lr: 1.938e-06, eta: 2:59:10, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0757, s0.acc: 97.3547, s0.loss_bbox: 0.2682, s1.loss_cls: 0.0284, s1.acc: 97.9979, s1.loss_bbox: 0.1392, s2.loss_cls: 0.0141, s2.acc: 97.9433, s2.loss_bbox: 0.0643, loss: 0.5999
2022-03-24 09:00:19,755 - mmdet - INFO - Epoch [10][40/336]	lr: 1.938e-06, eta: 2:59:02, time: 0.837, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0737, s0.acc: 97.3627, s0.loss_bbox: 0.2687, s1.loss_cls: 0.0281, s1.acc: 97.9898, s1.loss_bbox: 0.1384, s2.loss_cls: 0.0136, s2.acc: 97.9231, s2.loss_bbox: 0.0632, loss: 0.5963
2022-03-24 09:00:28,721 - mmdet - INFO - Epoch [10][50/336]	lr: 1.938e-06, eta: 2:58:57, time: 0.903, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0644, s0.acc: 97.7234, s0.loss_bbox: 0.2475, s1.loss_cls: 0.0238, s1.acc: 98.3605, s1.loss_bbox: 0.1291, s2.loss_cls: 0.0122, s2.acc: 98.1637, s2.loss_bbox: 0.0617, loss: 0.5479
2022-03-24 09:00:36,002 - mmdet - INFO - Epoch [10][60/336]	lr: 1.938e-06, eta: 2:58:45, time: 0.728, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0672, s0.acc: 97.6065, s0.loss_bbox: 0.2524, s1.loss_cls: 0.0241, s1.acc: 98.2731, s1.loss_bbox: 0.1296, s2.loss_cls: 0.0117, s2.acc: 98.2453, s2.loss_bbox: 0.0605, loss: 0.5562
2022-03-24 09:00:43,328 - mmdet - INFO - Epoch [10][70/336]	lr: 1.938e-06, eta: 2:58:33, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0690, s0.acc: 97.5717, s0.loss_bbox: 0.2526, s1.loss_cls: 0.0244, s1.acc: 98.2841, s1.loss_bbox: 0.1300, s2.loss_cls: 0.0120, s2.acc: 98.2275, s2.loss_bbox: 0.0619, loss: 0.5601
2022-03-24 09:00:51,058 - mmdet - INFO - Epoch [10][80/336]	lr: 1.938e-06, eta: 2:58:23, time: 0.773, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0073, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0707, s0.acc: 97.5040, s0.loss_bbox: 0.2609, s1.loss_cls: 0.0268, s1.acc: 98.0883, s1.loss_bbox: 0.1338, s2.loss_cls: 0.0135, s2.acc: 98.0281, s2.loss_bbox: 0.0628, loss: 0.5799
2022-03-24 09:00:59,039 - mmdet - INFO - Epoch [10][90/336]	lr: 1.938e-06, eta: 2:58:13, time: 0.798, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0641, s0.acc: 97.7097, s0.loss_bbox: 0.2525, s1.loss_cls: 0.0233, s1.acc: 98.3804, s1.loss_bbox: 0.1315, s2.loss_cls: 0.0114, s2.acc: 98.3157, s2.loss_bbox: 0.0618, loss: 0.5546
2022-03-24 09:01:06,530 - mmdet - INFO - Epoch [10][100/336]	lr: 1.938e-06, eta: 2:58:02, time: 0.749, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0716, s0.acc: 97.4451, s0.loss_bbox: 0.2742, s1.loss_cls: 0.0266, s1.acc: 98.1190, s1.loss_bbox: 0.1432, s2.loss_cls: 0.0133, s2.acc: 97.9998, s2.loss_bbox: 0.0673, loss: 0.6064
2022-03-24 09:01:13,875 - mmdet - INFO - Epoch [10][110/336]	lr: 1.938e-06, eta: 2:57:50, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0696, s0.acc: 97.4393, s0.loss_bbox: 0.2654, s1.loss_cls: 0.0262, s1.acc: 98.0566, s1.loss_bbox: 0.1407, s2.loss_cls: 0.0132, s2.acc: 97.9425, s2.loss_bbox: 0.0665, loss: 0.5899
2022-03-24 09:01:21,182 - mmdet - INFO - Epoch [10][120/336]	lr: 1.938e-06, eta: 2:57:38, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0713, s0.acc: 97.3410, s0.loss_bbox: 0.2774, s1.loss_cls: 0.0257, s1.acc: 98.1285, s1.loss_bbox: 0.1461, s2.loss_cls: 0.0133, s2.acc: 97.9582, s2.loss_bbox: 0.0698, loss: 0.6142
2022-03-24 09:01:28,474 - mmdet - INFO - Epoch [10][130/336]	lr: 1.938e-06, eta: 2:57:26, time: 0.729, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0754, s0.acc: 97.3312, s0.loss_bbox: 0.2689, s1.loss_cls: 0.0290, s1.acc: 97.9283, s1.loss_bbox: 0.1369, s2.loss_cls: 0.0144, s2.acc: 97.8068, s2.loss_bbox: 0.0636, loss: 0.5991
2022-03-24 09:01:35,881 - mmdet - INFO - Epoch [10][140/336]	lr: 1.938e-06, eta: 2:57:15, time: 0.741, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0724, s0.acc: 97.3984, s0.loss_bbox: 0.2720, s1.loss_cls: 0.0272, s1.acc: 98.0575, s1.loss_bbox: 0.1413, s2.loss_cls: 0.0139, s2.acc: 97.9598, s2.loss_bbox: 0.0659, loss: 0.6030
2022-03-24 09:01:43,195 - mmdet - INFO - Epoch [10][150/336]	lr: 1.938e-06, eta: 2:57:03, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0725, s0.acc: 97.3904, s0.loss_bbox: 0.2715, s1.loss_cls: 0.0263, s1.acc: 98.1464, s1.loss_bbox: 0.1422, s2.loss_cls: 0.0133, s2.acc: 98.0613, s2.loss_bbox: 0.0664, loss: 0.6018
2022-03-24 09:01:50,513 - mmdet - INFO - Epoch [10][160/336]	lr: 1.938e-06, eta: 2:56:51, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0075, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0683, s0.acc: 97.5684, s0.loss_bbox: 0.2580, s1.loss_cls: 0.0249, s1.acc: 98.2079, s1.loss_bbox: 0.1347, s2.loss_cls: 0.0123, s2.acc: 98.2111, s2.loss_bbox: 0.0640, loss: 0.5735
2022-03-24 09:01:57,974 - mmdet - INFO - Epoch [10][170/336]	lr: 1.938e-06, eta: 2:56:40, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0590, s0.acc: 97.7893, s0.loss_bbox: 0.2470, s1.loss_cls: 0.0216, s1.acc: 98.3715, s1.loss_bbox: 0.1326, s2.loss_cls: 0.0117, s2.acc: 98.2283, s2.loss_bbox: 0.0641, loss: 0.5438
2022-03-24 09:02:06,781 - mmdet - INFO - Epoch [10][180/336]	lr: 1.938e-06, eta: 2:56:34, time: 0.889, data_time: 0.024, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0680, s0.acc: 97.4600, s0.loss_bbox: 0.2678, s1.loss_cls: 0.0260, s1.acc: 98.0669, s1.loss_bbox: 0.1417, s2.loss_cls: 0.0132, s2.acc: 97.8924, s2.loss_bbox: 0.0680, loss: 0.5942
2022-03-24 09:02:16,205 - mmdet - INFO - Epoch [10][190/336]	lr: 1.938e-06, eta: 2:56:31, time: 0.942, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0745, s0.acc: 97.2888, s0.loss_bbox: 0.2810, s1.loss_cls: 0.0279, s1.acc: 97.9781, s1.loss_bbox: 0.1470, s2.loss_cls: 0.0136, s2.acc: 97.8690, s2.loss_bbox: 0.0710, loss: 0.6241
2022-03-24 09:02:24,625 - mmdet - INFO - Epoch [10][200/336]	lr: 1.938e-06, eta: 2:56:24, time: 0.848, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0723, s0.acc: 97.4237, s0.loss_bbox: 0.2719, s1.loss_cls: 0.0258, s1.acc: 98.2163, s1.loss_bbox: 0.1419, s2.loss_cls: 0.0128, s2.acc: 98.0615, s2.loss_bbox: 0.0673, loss: 0.6017
2022-03-24 09:02:31,963 - mmdet - INFO - Epoch [10][210/336]	lr: 1.938e-06, eta: 2:56:12, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0725, s0.acc: 97.4817, s0.loss_bbox: 0.2636, s1.loss_cls: 0.0263, s1.acc: 98.2304, s1.loss_bbox: 0.1340, s2.loss_cls: 0.0130, s2.acc: 98.1048, s2.loss_bbox: 0.0624, loss: 0.5811
2022-03-24 09:02:39,267 - mmdet - INFO - Epoch [10][220/336]	lr: 1.938e-06, eta: 2:56:00, time: 0.730, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0687, s0.acc: 97.5525, s0.loss_bbox: 0.2587, s1.loss_cls: 0.0260, s1.acc: 98.1589, s1.loss_bbox: 0.1336, s2.loss_cls: 0.0130, s2.acc: 98.0790, s2.loss_bbox: 0.0622, loss: 0.5725
2022-03-24 09:02:46,597 - mmdet - INFO - Epoch [10][230/336]	lr: 1.938e-06, eta: 2:55:49, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0701, s0.acc: 97.4115, s0.loss_bbox: 0.2823, s1.loss_cls: 0.0263, s1.acc: 98.0697, s1.loss_bbox: 0.1492, s2.loss_cls: 0.0131, s2.acc: 97.9885, s2.loss_bbox: 0.0722, loss: 0.6223
2022-03-24 09:02:53,928 - mmdet - INFO - Epoch [10][240/336]	lr: 1.938e-06, eta: 2:55:37, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0687, s0.acc: 97.5851, s0.loss_bbox: 0.2573, s1.loss_cls: 0.0256, s1.acc: 98.2389, s1.loss_bbox: 0.1337, s2.loss_cls: 0.0129, s2.acc: 98.1513, s2.loss_bbox: 0.0628, loss: 0.5713
2022-03-24 09:03:01,254 - mmdet - INFO - Epoch [10][250/336]	lr: 1.938e-06, eta: 2:55:26, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0686, s0.acc: 97.5348, s0.loss_bbox: 0.2624, s1.loss_cls: 0.0258, s1.acc: 98.1483, s1.loss_bbox: 0.1348, s2.loss_cls: 0.0129, s2.acc: 98.0298, s2.loss_bbox: 0.0625, loss: 0.5764
2022-03-24 09:03:08,563 - mmdet - INFO - Epoch [10][260/336]	lr: 1.938e-06, eta: 2:55:14, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0648, s0.acc: 97.6462, s0.loss_bbox: 0.2504, s1.loss_cls: 0.0240, s1.acc: 98.2382, s1.loss_bbox: 0.1311, s2.loss_cls: 0.0122, s2.acc: 98.1410, s2.loss_bbox: 0.0617, loss: 0.5536
2022-03-24 09:03:15,885 - mmdet - INFO - Epoch [10][270/336]	lr: 1.938e-06, eta: 2:55:02, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0744, s0.acc: 97.3837, s0.loss_bbox: 0.2645, s1.loss_cls: 0.0270, s1.acc: 98.1187, s1.loss_bbox: 0.1323, s2.loss_cls: 0.0129, s2.acc: 98.0879, s2.loss_bbox: 0.0613, loss: 0.5830
2022-03-24 09:03:23,696 - mmdet - INFO - Epoch [10][280/336]	lr: 1.938e-06, eta: 2:54:53, time: 0.781, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0672, s0.acc: 97.6138, s0.loss_bbox: 0.2630, s1.loss_cls: 0.0248, s1.acc: 98.2337, s1.loss_bbox: 0.1372, s2.loss_cls: 0.0126, s2.acc: 98.1159, s2.loss_bbox: 0.0644, loss: 0.5797
2022-03-24 09:03:31,567 - mmdet - INFO - Epoch [10][290/336]	lr: 1.938e-06, eta: 2:54:43, time: 0.787, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0647, s0.acc: 97.6511, s0.loss_bbox: 0.2551, s1.loss_cls: 0.0234, s1.acc: 98.3138, s1.loss_bbox: 0.1331, s2.loss_cls: 0.0117, s2.acc: 98.2138, s2.loss_bbox: 0.0639, loss: 0.5613
2022-03-24 09:03:39,116 - mmdet - INFO - Epoch [10][300/336]	lr: 1.938e-06, eta: 2:54:33, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0650, s0.acc: 97.5772, s0.loss_bbox: 0.2574, s1.loss_cls: 0.0249, s1.acc: 98.1252, s1.loss_bbox: 0.1332, s2.loss_cls: 0.0127, s2.acc: 97.9962, s2.loss_bbox: 0.0627, loss: 0.5650
2022-03-24 09:03:46,502 - mmdet - INFO - Epoch [10][310/336]	lr: 1.938e-06, eta: 2:54:22, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0712, s0.acc: 97.4484, s0.loss_bbox: 0.2694, s1.loss_cls: 0.0266, s1.acc: 98.1032, s1.loss_bbox: 0.1417, s2.loss_cls: 0.0135, s2.acc: 97.9911, s2.loss_bbox: 0.0662, loss: 0.5983
2022-03-24 09:03:53,898 - mmdet - INFO - Epoch [10][320/336]	lr: 1.938e-06, eta: 2:54:10, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0740, s0.acc: 97.3584, s0.loss_bbox: 0.2595, s1.loss_cls: 0.0270, s1.acc: 98.0961, s1.loss_bbox: 0.1346, s2.loss_cls: 0.0133, s2.acc: 98.0229, s2.loss_bbox: 0.0629, loss: 0.5814
2022-03-24 09:04:01,249 - mmdet - INFO - Epoch [10][330/336]	lr: 1.938e-06, eta: 2:53:59, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0685, s0.acc: 97.5278, s0.loss_bbox: 0.2594, s1.loss_cls: 0.0251, s1.acc: 98.1800, s1.loss_bbox: 0.1337, s2.loss_cls: 0.0126, s2.acc: 98.0678, s2.loss_bbox: 0.0620, loss: 0.5702
2022-03-24 09:04:27,548 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:04:27,846 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:04:27,847 - mmdet - INFO - Epoch(val) [10][336]	bbox_mAP: 0.0840, bbox_mAP_50: 0.1700, bbox_mAP_75: 0.0710, bbox_mAP_s: 0.0720, bbox_mAP_m: 0.1280, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.084 0.170 0.071 0.072 0.128 -1.000
2022-03-24 09:04:54,099 - mmdet - INFO - Epoch [11][10/336]	lr: 1.938e-06, eta: 2:54:36, time: 2.624, data_time: 1.871, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0747, s0.acc: 97.4023, s0.loss_bbox: 0.2598, s1.loss_cls: 0.0283, s1.acc: 98.0192, s1.loss_bbox: 0.1300, s2.loss_cls: 0.0134, s2.acc: 98.0112, s2.loss_bbox: 0.0586, loss: 0.5759
2022-03-24 09:05:01,434 - mmdet - INFO - Epoch [11][20/336]	lr: 1.938e-06, eta: 2:54:24, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0673, s0.acc: 97.5870, s0.loss_bbox: 0.2494, s1.loss_cls: 0.0249, s1.acc: 98.2219, s1.loss_bbox: 0.1278, s2.loss_cls: 0.0123, s2.acc: 98.1616, s2.loss_bbox: 0.0584, loss: 0.5490
2022-03-24 09:05:08,927 - mmdet - INFO - Epoch [11][30/336]	lr: 1.938e-06, eta: 2:54:13, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0657, s0.acc: 97.6981, s0.loss_bbox: 0.2453, s1.loss_cls: 0.0227, s1.acc: 98.4775, s1.loss_bbox: 0.1251, s2.loss_cls: 0.0108, s2.acc: 98.4940, s2.loss_bbox: 0.0599, loss: 0.5394
2022-03-24 09:05:16,639 - mmdet - INFO - Epoch [11][40/336]	lr: 1.938e-06, eta: 2:54:03, time: 0.787, data_time: 0.025, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0723, s0.acc: 97.4789, s0.loss_bbox: 0.2552, s1.loss_cls: 0.0269, s1.acc: 98.1852, s1.loss_bbox: 0.1284, s2.loss_cls: 0.0126, s2.acc: 98.2435, s2.loss_bbox: 0.0591, loss: 0.5641
2022-03-24 09:05:24,855 - mmdet - INFO - Epoch [11][50/336]	lr: 1.938e-06, eta: 2:53:55, time: 0.822, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0634, s0.acc: 97.7780, s0.loss_bbox: 0.2472, s1.loss_cls: 0.0233, s1.acc: 98.4401, s1.loss_bbox: 0.1300, s2.loss_cls: 0.0112, s2.acc: 98.4044, s2.loss_bbox: 0.0623, loss: 0.5471
2022-03-24 09:05:32,254 - mmdet - INFO - Epoch [11][60/336]	lr: 1.938e-06, eta: 2:53:44, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0718, s0.acc: 97.4429, s0.loss_bbox: 0.2657, s1.loss_cls: 0.0261, s1.acc: 98.1897, s1.loss_bbox: 0.1393, s2.loss_cls: 0.0129, s2.acc: 98.1451, s2.loss_bbox: 0.0657, loss: 0.5911
2022-03-24 09:05:39,613 - mmdet - INFO - Epoch [11][70/336]	lr: 1.938e-06, eta: 2:53:33, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0775, s0.acc: 97.2055, s0.loss_bbox: 0.2856, s1.loss_cls: 0.0288, s1.acc: 97.9615, s1.loss_bbox: 0.1491, s2.loss_cls: 0.0142, s2.acc: 97.8714, s2.loss_bbox: 0.0699, loss: 0.6354
2022-03-24 09:05:46,961 - mmdet - INFO - Epoch [11][80/336]	lr: 1.938e-06, eta: 2:53:21, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0737, s0.acc: 97.3196, s0.loss_bbox: 0.2750, s1.loss_cls: 0.0269, s1.acc: 98.0539, s1.loss_bbox: 0.1441, s2.loss_cls: 0.0139, s2.acc: 97.7999, s2.loss_bbox: 0.0690, loss: 0.6128
2022-03-24 09:05:54,508 - mmdet - INFO - Epoch [11][90/336]	lr: 1.938e-06, eta: 2:53:11, time: 0.755, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0750, s0.acc: 97.3203, s0.loss_bbox: 0.2724, s1.loss_cls: 0.0287, s1.acc: 97.9475, s1.loss_bbox: 0.1410, s2.loss_cls: 0.0148, s2.acc: 97.8024, s2.loss_bbox: 0.0663, loss: 0.6082
2022-03-24 09:06:02,048 - mmdet - INFO - Epoch [11][100/336]	lr: 1.938e-06, eta: 2:53:00, time: 0.754, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0742, s0.acc: 97.4762, s0.loss_bbox: 0.2647, s1.loss_cls: 0.0281, s1.acc: 98.1082, s1.loss_bbox: 0.1370, s2.loss_cls: 0.0134, s2.acc: 98.0271, s2.loss_bbox: 0.0638, loss: 0.5912
2022-03-24 09:06:09,418 - mmdet - INFO - Epoch [11][110/336]	lr: 1.938e-06, eta: 2:52:49, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0659, s0.acc: 97.5845, s0.loss_bbox: 0.2538, s1.loss_cls: 0.0252, s1.acc: 98.1545, s1.loss_bbox: 0.1328, s2.loss_cls: 0.0126, s2.acc: 98.1010, s2.loss_bbox: 0.0615, loss: 0.5604
2022-03-24 09:06:16,815 - mmdet - INFO - Epoch [11][120/336]	lr: 1.938e-06, eta: 2:52:38, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0735, s0.acc: 97.4130, s0.loss_bbox: 0.2700, s1.loss_cls: 0.0264, s1.acc: 98.0914, s1.loss_bbox: 0.1381, s2.loss_cls: 0.0130, s2.acc: 98.0026, s2.loss_bbox: 0.0645, loss: 0.5955
2022-03-24 09:06:24,331 - mmdet - INFO - Epoch [11][130/336]	lr: 1.938e-06, eta: 2:52:27, time: 0.751, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0716, s0.acc: 97.4628, s0.loss_bbox: 0.2660, s1.loss_cls: 0.0255, s1.acc: 98.2082, s1.loss_bbox: 0.1384, s2.loss_cls: 0.0127, s2.acc: 98.1389, s2.loss_bbox: 0.0654, loss: 0.5891
2022-03-24 09:06:32,031 - mmdet - INFO - Epoch [11][140/336]	lr: 1.938e-06, eta: 2:52:17, time: 0.770, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0677, s0.acc: 97.6398, s0.loss_bbox: 0.2628, s1.loss_cls: 0.0247, s1.acc: 98.2901, s1.loss_bbox: 0.1372, s2.loss_cls: 0.0120, s2.acc: 98.2691, s2.loss_bbox: 0.0637, loss: 0.5785
2022-03-24 09:06:40,723 - mmdet - INFO - Epoch [11][150/336]	lr: 1.938e-06, eta: 2:52:11, time: 0.861, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0683, s0.acc: 97.6080, s0.loss_bbox: 0.2592, s1.loss_cls: 0.0242, s1.acc: 98.3267, s1.loss_bbox: 0.1351, s2.loss_cls: 0.0123, s2.acc: 98.2537, s2.loss_bbox: 0.0645, loss: 0.5732
2022-03-24 09:06:50,001 - mmdet - INFO - Epoch [11][160/336]	lr: 1.938e-06, eta: 2:52:06, time: 0.928, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0677, s0.acc: 97.5922, s0.loss_bbox: 0.2638, s1.loss_cls: 0.0248, s1.acc: 98.2659, s1.loss_bbox: 0.1399, s2.loss_cls: 0.0126, s2.acc: 98.0319, s2.loss_bbox: 0.0666, loss: 0.5851
2022-03-24 09:06:59,216 - mmdet - INFO - Epoch [11][170/336]	lr: 1.938e-06, eta: 2:52:02, time: 0.922, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0682, s0.acc: 97.4811, s0.loss_bbox: 0.2605, s1.loss_cls: 0.0248, s1.acc: 98.1899, s1.loss_bbox: 0.1389, s2.loss_cls: 0.0123, s2.acc: 98.1485, s2.loss_bbox: 0.0659, loss: 0.5788
2022-03-24 09:07:06,904 - mmdet - INFO - Epoch [11][180/336]	lr: 1.938e-06, eta: 2:51:52, time: 0.776, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0069, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0748, s0.acc: 97.2873, s0.loss_bbox: 0.2749, s1.loss_cls: 0.0281, s1.acc: 97.9496, s1.loss_bbox: 0.1434, s2.loss_cls: 0.0137, s2.acc: 97.8931, s2.loss_bbox: 0.0673, loss: 0.6128
2022-03-24 09:07:14,288 - mmdet - INFO - Epoch [11][190/336]	lr: 1.938e-06, eta: 2:51:41, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0667, s0.acc: 97.6718, s0.loss_bbox: 0.2582, s1.loss_cls: 0.0244, s1.acc: 98.3255, s1.loss_bbox: 0.1329, s2.loss_cls: 0.0118, s2.acc: 98.2647, s2.loss_bbox: 0.0627, loss: 0.5655
2022-03-24 09:07:22,213 - mmdet - INFO - Epoch [11][200/336]	lr: 1.938e-06, eta: 2:51:32, time: 0.786, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0669, s0.acc: 97.5961, s0.loss_bbox: 0.2550, s1.loss_cls: 0.0250, s1.acc: 98.1742, s1.loss_bbox: 0.1331, s2.loss_cls: 0.0122, s2.acc: 98.1710, s2.loss_bbox: 0.0621, loss: 0.5648
2022-03-24 09:07:31,211 - mmdet - INFO - Epoch [11][210/336]	lr: 1.938e-06, eta: 2:51:26, time: 0.900, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0624, s0.acc: 97.7744, s0.loss_bbox: 0.2386, s1.loss_cls: 0.0229, s1.acc: 98.4309, s1.loss_bbox: 0.1249, s2.loss_cls: 0.0115, s2.acc: 98.2857, s2.loss_bbox: 0.0590, loss: 0.5283
2022-03-24 09:07:39,758 - mmdet - INFO - Epoch [11][220/336]	lr: 1.938e-06, eta: 2:51:20, time: 0.861, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0657, s0.acc: 97.6730, s0.loss_bbox: 0.2506, s1.loss_cls: 0.0252, s1.acc: 98.1676, s1.loss_bbox: 0.1295, s2.loss_cls: 0.0123, s2.acc: 98.1465, s2.loss_bbox: 0.0594, loss: 0.5531
2022-03-24 09:07:47,460 - mmdet - INFO - Epoch [11][230/336]	lr: 1.938e-06, eta: 2:51:10, time: 0.770, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0680, s0.acc: 97.6086, s0.loss_bbox: 0.2589, s1.loss_cls: 0.0245, s1.acc: 98.2785, s1.loss_bbox: 0.1337, s2.loss_cls: 0.0121, s2.acc: 98.2102, s2.loss_bbox: 0.0630, loss: 0.5707
2022-03-24 09:07:55,208 - mmdet - INFO - Epoch [11][240/336]	lr: 1.938e-06, eta: 2:51:00, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0706, s0.acc: 97.4841, s0.loss_bbox: 0.2629, s1.loss_cls: 0.0260, s1.acc: 98.2178, s1.loss_bbox: 0.1373, s2.loss_cls: 0.0125, s2.acc: 98.1333, s2.loss_bbox: 0.0648, loss: 0.5833
2022-03-24 09:08:04,441 - mmdet - INFO - Epoch [11][250/336]	lr: 1.938e-06, eta: 2:50:55, time: 0.917, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0719, s0.acc: 97.4930, s0.loss_bbox: 0.2608, s1.loss_cls: 0.0261, s1.acc: 98.1824, s1.loss_bbox: 0.1341, s2.loss_cls: 0.0125, s2.acc: 98.1506, s2.loss_bbox: 0.0632, loss: 0.5785
2022-03-24 09:08:13,457 - mmdet - INFO - Epoch [11][260/336]	lr: 1.938e-06, eta: 2:50:50, time: 0.902, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0708, s0.acc: 97.4191, s0.loss_bbox: 0.2613, s1.loss_cls: 0.0275, s1.acc: 97.9081, s1.loss_bbox: 0.1364, s2.loss_cls: 0.0141, s2.acc: 97.7632, s2.loss_bbox: 0.0637, loss: 0.5842
2022-03-24 09:08:21,293 - mmdet - INFO - Epoch [11][270/336]	lr: 1.938e-06, eta: 2:50:41, time: 0.790, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0668, s0.acc: 97.6196, s0.loss_bbox: 0.2618, s1.loss_cls: 0.0244, s1.acc: 98.2932, s1.loss_bbox: 0.1371, s2.loss_cls: 0.0120, s2.acc: 98.2124, s2.loss_bbox: 0.0650, loss: 0.5777
2022-03-24 09:08:30,049 - mmdet - INFO - Epoch [11][280/336]	lr: 1.938e-06, eta: 2:50:34, time: 0.875, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0714, s0.acc: 97.4054, s0.loss_bbox: 0.2643, s1.loss_cls: 0.0269, s1.acc: 98.0281, s1.loss_bbox: 0.1363, s2.loss_cls: 0.0127, s2.acc: 98.0308, s2.loss_bbox: 0.0638, loss: 0.5851
2022-03-24 09:08:37,467 - mmdet - INFO - Epoch [11][290/336]	lr: 1.938e-06, eta: 2:50:23, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0689, s0.acc: 97.5208, s0.loss_bbox: 0.2671, s1.loss_cls: 0.0255, s1.acc: 98.1527, s1.loss_bbox: 0.1362, s2.loss_cls: 0.0122, s2.acc: 98.1609, s2.loss_bbox: 0.0639, loss: 0.5828
2022-03-24 09:08:44,833 - mmdet - INFO - Epoch [11][300/336]	lr: 1.938e-06, eta: 2:50:12, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0693, s0.acc: 97.4591, s0.loss_bbox: 0.2633, s1.loss_cls: 0.0258, s1.acc: 98.1326, s1.loss_bbox: 0.1361, s2.loss_cls: 0.0130, s2.acc: 98.0771, s2.loss_bbox: 0.0636, loss: 0.5805
2022-03-24 09:08:52,637 - mmdet - INFO - Epoch [11][310/336]	lr: 1.938e-06, eta: 2:50:03, time: 0.773, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0658, s0.acc: 97.6331, s0.loss_bbox: 0.2444, s1.loss_cls: 0.0236, s1.acc: 98.2802, s1.loss_bbox: 0.1270, s2.loss_cls: 0.0116, s2.acc: 98.2626, s2.loss_bbox: 0.0599, loss: 0.5419
2022-03-24 09:08:59,985 - mmdet - INFO - Epoch [11][320/336]	lr: 1.938e-06, eta: 2:49:52, time: 0.742, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0696, s0.acc: 97.6144, s0.loss_bbox: 0.2468, s1.loss_cls: 0.0263, s1.acc: 98.2099, s1.loss_bbox: 0.1273, s2.loss_cls: 0.0122, s2.acc: 98.2484, s2.loss_bbox: 0.0586, loss: 0.5515
2022-03-24 09:09:07,453 - mmdet - INFO - Epoch [11][330/336]	lr: 1.938e-06, eta: 2:49:41, time: 0.747, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0668, s0.acc: 97.6044, s0.loss_bbox: 0.2384, s1.loss_cls: 0.0262, s1.acc: 98.1205, s1.loss_bbox: 0.1260, s2.loss_cls: 0.0131, s2.acc: 98.0432, s2.loss_bbox: 0.0581, loss: 0.5388
2022-03-24 09:09:35,036 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:09:35,528 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:09:35,528 - mmdet - INFO - Epoch(val) [11][336]	bbox_mAP: 0.1230, bbox_mAP_50: 0.2370, bbox_mAP_75: 0.1150, bbox_mAP_s: 0.1110, bbox_mAP_m: 0.1660, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.123 0.237 0.115 0.111 0.166 -1.000
2022-03-24 09:10:05,435 - mmdet - INFO - Epoch [12][10/336]	lr: 1.938e-06, eta: 2:50:24, time: 2.982, data_time: 1.881, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0766, s0.acc: 97.2232, s0.loss_bbox: 0.2758, s1.loss_cls: 0.0289, s1.acc: 97.9159, s1.loss_bbox: 0.1476, s2.loss_cls: 0.0142, s2.acc: 97.8583, s2.loss_bbox: 0.0710, loss: 0.6235
2022-03-24 09:10:13,229 - mmdet - INFO - Epoch [12][20/336]	lr: 1.938e-06, eta: 2:50:15, time: 0.786, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0733, s0.acc: 97.4551, s0.loss_bbox: 0.2534, s1.loss_cls: 0.0281, s1.acc: 98.0339, s1.loss_bbox: 0.1336, s2.loss_cls: 0.0129, s2.acc: 98.1042, s2.loss_bbox: 0.0639, loss: 0.5751
2022-03-24 09:10:21,492 - mmdet - INFO - Epoch [12][30/336]	lr: 1.938e-06, eta: 2:50:07, time: 0.826, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0700, s0.acc: 97.4796, s0.loss_bbox: 0.2652, s1.loss_cls: 0.0256, s1.acc: 98.1509, s1.loss_bbox: 0.1398, s2.loss_cls: 0.0127, s2.acc: 98.0696, s2.loss_bbox: 0.0663, loss: 0.5896
2022-03-24 09:10:28,835 - mmdet - INFO - Epoch [12][40/336]	lr: 1.938e-06, eta: 2:49:56, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0668, s0.acc: 97.6157, s0.loss_bbox: 0.2607, s1.loss_cls: 0.0248, s1.acc: 98.3210, s1.loss_bbox: 0.1389, s2.loss_cls: 0.0120, s2.acc: 98.2288, s2.loss_bbox: 0.0662, loss: 0.5778
2022-03-24 09:10:36,218 - mmdet - INFO - Epoch [12][50/336]	lr: 1.938e-06, eta: 2:49:44, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0706, s0.acc: 97.4142, s0.loss_bbox: 0.2671, s1.loss_cls: 0.0277, s1.acc: 97.9710, s1.loss_bbox: 0.1438, s2.loss_cls: 0.0142, s2.acc: 97.7777, s2.loss_bbox: 0.0687, loss: 0.6013
2022-03-24 09:10:43,608 - mmdet - INFO - Epoch [12][60/336]	lr: 1.938e-06, eta: 2:49:34, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0706, s0.acc: 97.4399, s0.loss_bbox: 0.2686, s1.loss_cls: 0.0263, s1.acc: 98.1032, s1.loss_bbox: 0.1413, s2.loss_cls: 0.0127, s2.acc: 98.0660, s2.loss_bbox: 0.0676, loss: 0.5961
2022-03-24 09:10:51,028 - mmdet - INFO - Epoch [12][70/336]	lr: 1.938e-06, eta: 2:49:23, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0723, s0.acc: 97.4310, s0.loss_bbox: 0.2697, s1.loss_cls: 0.0260, s1.acc: 98.0961, s1.loss_bbox: 0.1387, s2.loss_cls: 0.0128, s2.acc: 98.1005, s2.loss_bbox: 0.0655, loss: 0.5950
2022-03-24 09:10:58,437 - mmdet - INFO - Epoch [12][80/336]	lr: 1.938e-06, eta: 2:49:12, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0676, s0.acc: 97.6007, s0.loss_bbox: 0.2568, s1.loss_cls: 0.0244, s1.acc: 98.2996, s1.loss_bbox: 0.1323, s2.loss_cls: 0.0118, s2.acc: 98.2508, s2.loss_bbox: 0.0621, loss: 0.5642
2022-03-24 09:11:05,992 - mmdet - INFO - Epoch [12][90/336]	lr: 1.938e-06, eta: 2:49:01, time: 0.756, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0651, s0.acc: 97.7463, s0.loss_bbox: 0.2488, s1.loss_cls: 0.0231, s1.acc: 98.4394, s1.loss_bbox: 0.1297, s2.loss_cls: 0.0113, s2.acc: 98.4195, s2.loss_bbox: 0.0613, loss: 0.5484
2022-03-24 09:11:14,088 - mmdet - INFO - Epoch [12][100/336]	lr: 1.938e-06, eta: 2:48:53, time: 0.810, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0658, s0.acc: 97.6190, s0.loss_bbox: 0.2633, s1.loss_cls: 0.0238, s1.acc: 98.2709, s1.loss_bbox: 0.1361, s2.loss_cls: 0.0120, s2.acc: 98.1751, s2.loss_bbox: 0.0640, loss: 0.5739
2022-03-24 09:11:23,352 - mmdet - INFO - Epoch [12][110/336]	lr: 1.938e-06, eta: 2:48:48, time: 0.919, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0740, s0.acc: 97.3074, s0.loss_bbox: 0.2713, s1.loss_cls: 0.0276, s1.acc: 97.9824, s1.loss_bbox: 0.1395, s2.loss_cls: 0.0134, s2.acc: 97.9591, s2.loss_bbox: 0.0649, loss: 0.6013
2022-03-24 09:11:32,512 - mmdet - INFO - Epoch [12][120/336]	lr: 1.938e-06, eta: 2:48:43, time: 0.916, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0735, s0.acc: 97.3932, s0.loss_bbox: 0.2669, s1.loss_cls: 0.0278, s1.acc: 98.0159, s1.loss_bbox: 0.1384, s2.loss_cls: 0.0137, s2.acc: 97.9686, s2.loss_bbox: 0.0649, loss: 0.5949
2022-03-24 09:11:40,240 - mmdet - INFO - Epoch [12][130/336]	lr: 1.938e-06, eta: 2:48:33, time: 0.780, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0693, s0.acc: 97.5107, s0.loss_bbox: 0.2664, s1.loss_cls: 0.0260, s1.acc: 98.1403, s1.loss_bbox: 0.1361, s2.loss_cls: 0.0129, s2.acc: 98.0603, s2.loss_bbox: 0.0637, loss: 0.5842
2022-03-24 09:11:47,576 - mmdet - INFO - Epoch [12][140/336]	lr: 1.938e-06, eta: 2:48:22, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0661, s0.acc: 97.5958, s0.loss_bbox: 0.2517, s1.loss_cls: 0.0261, s1.acc: 98.0693, s1.loss_bbox: 0.1312, s2.loss_cls: 0.0130, s2.acc: 97.9901, s2.loss_bbox: 0.0618, loss: 0.5591
2022-03-24 09:11:54,922 - mmdet - INFO - Epoch [12][150/336]	lr: 1.938e-06, eta: 2:48:11, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0669, s0.acc: 97.6819, s0.loss_bbox: 0.2523, s1.loss_cls: 0.0255, s1.acc: 98.2347, s1.loss_bbox: 0.1296, s2.loss_cls: 0.0124, s2.acc: 98.1745, s2.loss_bbox: 0.0603, loss: 0.5569
2022-03-24 09:12:02,277 - mmdet - INFO - Epoch [12][160/336]	lr: 1.938e-06, eta: 2:48:00, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0639, s0.acc: 97.7374, s0.loss_bbox: 0.2435, s1.loss_cls: 0.0237, s1.acc: 98.3426, s1.loss_bbox: 0.1234, s2.loss_cls: 0.0116, s2.acc: 98.2350, s2.loss_bbox: 0.0583, loss: 0.5349
2022-03-24 09:12:09,633 - mmdet - INFO - Epoch [12][170/336]	lr: 1.938e-06, eta: 2:47:49, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0578, s0.acc: 97.9092, s0.loss_bbox: 0.2243, s1.loss_cls: 0.0219, s1.acc: 98.3783, s1.loss_bbox: 0.1169, s2.loss_cls: 0.0109, s2.acc: 98.3318, s2.loss_bbox: 0.0553, loss: 0.4962
2022-03-24 09:12:16,997 - mmdet - INFO - Epoch [12][180/336]	lr: 1.938e-06, eta: 2:47:38, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0626, s0.acc: 97.8387, s0.loss_bbox: 0.2371, s1.loss_cls: 0.0226, s1.acc: 98.4649, s1.loss_bbox: 0.1215, s2.loss_cls: 0.0107, s2.acc: 98.4379, s2.loss_bbox: 0.0571, loss: 0.5206
2022-03-24 09:12:24,584 - mmdet - INFO - Epoch [12][190/336]	lr: 1.938e-06, eta: 2:47:28, time: 0.759, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0689, s0.acc: 97.5247, s0.loss_bbox: 0.2583, s1.loss_cls: 0.0263, s1.acc: 98.1372, s1.loss_bbox: 0.1339, s2.loss_cls: 0.0129, s2.acc: 98.1006, s2.loss_bbox: 0.0620, loss: 0.5717
2022-03-24 09:12:32,646 - mmdet - INFO - Epoch [12][200/336]	lr: 1.938e-06, eta: 2:47:19, time: 0.785, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0704, s0.acc: 97.5549, s0.loss_bbox: 0.2523, s1.loss_cls: 0.0272, s1.acc: 98.1176, s1.loss_bbox: 0.1278, s2.loss_cls: 0.0127, s2.acc: 98.1382, s2.loss_bbox: 0.0591, loss: 0.5602
2022-03-24 09:12:40,323 - mmdet - INFO - Epoch [12][210/336]	lr: 1.938e-06, eta: 2:47:09, time: 0.788, data_time: 0.031, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0641, s0.acc: 97.6828, s0.loss_bbox: 0.2544, s1.loss_cls: 0.0235, s1.acc: 98.3330, s1.loss_bbox: 0.1313, s2.loss_cls: 0.0115, s2.acc: 98.2897, s2.loss_bbox: 0.0607, loss: 0.5542
2022-03-24 09:12:48,229 - mmdet - INFO - Epoch [12][220/336]	lr: 1.938e-06, eta: 2:47:00, time: 0.785, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0707, s0.acc: 97.4277, s0.loss_bbox: 0.2704, s1.loss_cls: 0.0255, s1.acc: 98.1364, s1.loss_bbox: 0.1408, s2.loss_cls: 0.0124, s2.acc: 98.0950, s2.loss_bbox: 0.0664, loss: 0.5959
2022-03-24 09:12:57,080 - mmdet - INFO - Epoch [12][230/336]	lr: 1.938e-06, eta: 2:46:54, time: 0.885, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0624, s0.acc: 97.7460, s0.loss_bbox: 0.2434, s1.loss_cls: 0.0235, s1.acc: 98.2936, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0118, s2.acc: 98.1965, s2.loss_bbox: 0.0613, loss: 0.5394
2022-03-24 09:13:05,235 - mmdet - INFO - Epoch [12][240/336]	lr: 1.938e-06, eta: 2:46:45, time: 0.815, data_time: 0.015, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0651, s0.acc: 97.6379, s0.loss_bbox: 0.2523, s1.loss_cls: 0.0238, s1.acc: 98.2202, s1.loss_bbox: 0.1323, s2.loss_cls: 0.0120, s2.acc: 98.1164, s2.loss_bbox: 0.0628, loss: 0.5567
2022-03-24 09:13:12,989 - mmdet - INFO - Epoch [12][250/336]	lr: 1.938e-06, eta: 2:46:36, time: 0.782, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0686, s0.acc: 97.6215, s0.loss_bbox: 0.2549, s1.loss_cls: 0.0264, s1.acc: 98.2016, s1.loss_bbox: 0.1315, s2.loss_cls: 0.0126, s2.acc: 98.1573, s2.loss_bbox: 0.0619, loss: 0.5658
2022-03-24 09:13:20,360 - mmdet - INFO - Epoch [12][260/336]	lr: 1.938e-06, eta: 2:46:25, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0574, s0.acc: 97.9855, s0.loss_bbox: 0.2302, s1.loss_cls: 0.0210, s1.acc: 98.5431, s1.loss_bbox: 0.1205, s2.loss_cls: 0.0106, s2.acc: 98.4448, s2.loss_bbox: 0.0574, loss: 0.5051
2022-03-24 09:13:27,737 - mmdet - INFO - Epoch [12][270/336]	lr: 1.938e-06, eta: 2:46:15, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0638, s0.acc: 97.7167, s0.loss_bbox: 0.2381, s1.loss_cls: 0.0246, s1.acc: 98.2382, s1.loss_bbox: 0.1228, s2.loss_cls: 0.0119, s2.acc: 98.2281, s2.loss_bbox: 0.0572, loss: 0.5279
2022-03-24 09:13:35,059 - mmdet - INFO - Epoch [12][280/336]	lr: 1.938e-06, eta: 2:46:04, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0614, s0.acc: 97.8818, s0.loss_bbox: 0.2357, s1.loss_cls: 0.0213, s1.acc: 98.5028, s1.loss_bbox: 0.1198, s2.loss_cls: 0.0100, s2.acc: 98.5107, s2.loss_bbox: 0.0557, loss: 0.5131
2022-03-24 09:13:42,535 - mmdet - INFO - Epoch [12][290/336]	lr: 1.938e-06, eta: 2:45:53, time: 0.748, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0657, s0.acc: 97.6157, s0.loss_bbox: 0.2508, s1.loss_cls: 0.0240, s1.acc: 98.2200, s1.loss_bbox: 0.1287, s2.loss_cls: 0.0120, s2.acc: 98.1046, s2.loss_bbox: 0.0607, loss: 0.5525
2022-03-24 09:13:50,561 - mmdet - INFO - Epoch [12][300/336]	lr: 1.938e-06, eta: 2:45:45, time: 0.802, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0635, s0.acc: 97.6501, s0.loss_bbox: 0.2522, s1.loss_cls: 0.0235, s1.acc: 98.2279, s1.loss_bbox: 0.1326, s2.loss_cls: 0.0116, s2.acc: 98.2050, s2.loss_bbox: 0.0630, loss: 0.5547
2022-03-24 09:13:58,260 - mmdet - INFO - Epoch [12][310/336]	lr: 1.938e-06, eta: 2:45:35, time: 0.770, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0746, s0.acc: 97.3483, s0.loss_bbox: 0.2653, s1.loss_cls: 0.0293, s1.acc: 97.8958, s1.loss_bbox: 0.1381, s2.loss_cls: 0.0144, s2.acc: 97.8136, s2.loss_bbox: 0.0643, loss: 0.5956
2022-03-24 09:14:05,641 - mmdet - INFO - Epoch [12][320/336]	lr: 1.938e-06, eta: 2:45:24, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0721, s0.acc: 97.4219, s0.loss_bbox: 0.2708, s1.loss_cls: 0.0267, s1.acc: 98.0792, s1.loss_bbox: 0.1418, s2.loss_cls: 0.0131, s2.acc: 98.0246, s2.loss_bbox: 0.0669, loss: 0.6013
2022-03-24 09:14:12,994 - mmdet - INFO - Epoch [12][330/336]	lr: 1.938e-06, eta: 2:45:13, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0682, s0.acc: 97.5409, s0.loss_bbox: 0.2626, s1.loss_cls: 0.0265, s1.acc: 98.1300, s1.loss_bbox: 0.1375, s2.loss_cls: 0.0132, s2.acc: 98.0642, s2.loss_bbox: 0.0646, loss: 0.5826
2022-03-24 09:14:18,359 - mmdet - INFO - Saving checkpoint at 12 epochs
2022-03-24 09:14:56,210 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:14:56,499 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:14:56,499 - mmdet - INFO - Epoch(val) [12][336]	bbox_mAP: 0.0920, bbox_mAP_50: 0.1840, bbox_mAP_75: 0.0800, bbox_mAP_s: 0.0700, bbox_mAP_m: 0.1650, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.092 0.184 0.080 0.070 0.165 -1.000
2022-03-24 09:15:23,741 - mmdet - INFO - Epoch [13][10/336]	lr: 1.938e-06, eta: 2:45:43, time: 2.723, data_time: 1.987, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0666, s0.acc: 97.6541, s0.loss_bbox: 0.2529, s1.loss_cls: 0.0254, s1.acc: 98.2388, s1.loss_bbox: 0.1343, s2.loss_cls: 0.0124, s2.acc: 98.2255, s2.loss_bbox: 0.0640, loss: 0.5647
2022-03-24 09:15:31,058 - mmdet - INFO - Epoch [13][20/336]	lr: 1.938e-06, eta: 2:45:32, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0674, s0.acc: 97.6276, s0.loss_bbox: 0.2567, s1.loss_cls: 0.0250, s1.acc: 98.2329, s1.loss_bbox: 0.1315, s2.loss_cls: 0.0120, s2.acc: 98.2600, s2.loss_bbox: 0.0611, loss: 0.5626
2022-03-24 09:15:38,382 - mmdet - INFO - Epoch [13][30/336]	lr: 1.938e-06, eta: 2:45:21, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0702, s0.acc: 97.5430, s0.loss_bbox: 0.2663, s1.loss_cls: 0.0261, s1.acc: 98.1795, s1.loss_bbox: 0.1372, s2.loss_cls: 0.0128, s2.acc: 98.1364, s2.loss_bbox: 0.0631, loss: 0.5845
2022-03-24 09:15:45,947 - mmdet - INFO - Epoch [13][40/336]	lr: 1.938e-06, eta: 2:45:11, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0635, s0.acc: 97.6266, s0.loss_bbox: 0.2580, s1.loss_cls: 0.0243, s1.acc: 98.1891, s1.loss_bbox: 0.1323, s2.loss_cls: 0.0125, s2.acc: 98.0033, s2.loss_bbox: 0.0620, loss: 0.5606
2022-03-24 09:15:55,214 - mmdet - INFO - Epoch [13][50/336]	lr: 1.938e-06, eta: 2:45:05, time: 0.920, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0615, s0.acc: 97.8235, s0.loss_bbox: 0.2487, s1.loss_cls: 0.0217, s1.acc: 98.4942, s1.loss_bbox: 0.1292, s2.loss_cls: 0.0109, s2.acc: 98.3494, s2.loss_bbox: 0.0609, loss: 0.5413
2022-03-24 09:16:04,156 - mmdet - INFO - Epoch [13][60/336]	lr: 1.938e-06, eta: 2:44:59, time: 0.901, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0672, s0.acc: 97.5998, s0.loss_bbox: 0.2534, s1.loss_cls: 0.0244, s1.acc: 98.2973, s1.loss_bbox: 0.1294, s2.loss_cls: 0.0122, s2.acc: 98.1893, s2.loss_bbox: 0.0592, loss: 0.5560
2022-03-24 09:16:12,051 - mmdet - INFO - Epoch [13][70/336]	lr: 1.938e-06, eta: 2:44:50, time: 0.789, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0717, s0.acc: 97.4634, s0.loss_bbox: 0.2635, s1.loss_cls: 0.0272, s1.acc: 98.0307, s1.loss_bbox: 0.1322, s2.loss_cls: 0.0128, s2.acc: 98.0508, s2.loss_bbox: 0.0604, loss: 0.5788
2022-03-24 09:16:19,394 - mmdet - INFO - Epoch [13][80/336]	lr: 1.938e-06, eta: 2:44:39, time: 0.734, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0623, s0.acc: 97.7576, s0.loss_bbox: 0.2453, s1.loss_cls: 0.0230, s1.acc: 98.3427, s1.loss_bbox: 0.1250, s2.loss_cls: 0.0108, s2.acc: 98.3787, s2.loss_bbox: 0.0586, loss: 0.5340
2022-03-24 09:16:26,792 - mmdet - INFO - Epoch [13][90/336]	lr: 1.938e-06, eta: 2:44:29, time: 0.740, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0637, s0.acc: 97.7673, s0.loss_bbox: 0.2506, s1.loss_cls: 0.0231, s1.acc: 98.4124, s1.loss_bbox: 0.1285, s2.loss_cls: 0.0116, s2.acc: 98.2936, s2.loss_bbox: 0.0599, loss: 0.5466
2022-03-24 09:16:34,155 - mmdet - INFO - Epoch [13][100/336]	lr: 1.938e-06, eta: 2:44:18, time: 0.736, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0704, s0.acc: 97.5104, s0.loss_bbox: 0.2594, s1.loss_cls: 0.0260, s1.acc: 98.1792, s1.loss_bbox: 0.1344, s2.loss_cls: 0.0125, s2.acc: 98.1677, s2.loss_bbox: 0.0634, loss: 0.5754
2022-03-24 09:16:41,531 - mmdet - INFO - Epoch [13][110/336]	lr: 1.938e-06, eta: 2:44:07, time: 0.738, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0696, s0.acc: 97.5787, s0.loss_bbox: 0.2620, s1.loss_cls: 0.0257, s1.acc: 98.2788, s1.loss_bbox: 0.1349, s2.loss_cls: 0.0121, s2.acc: 98.3122, s2.loss_bbox: 0.0633, loss: 0.5771
2022-03-24 09:16:48,920 - mmdet - INFO - Epoch [13][120/336]	lr: 1.938e-06, eta: 2:43:57, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0627, s0.acc: 97.7649, s0.loss_bbox: 0.2454, s1.loss_cls: 0.0235, s1.acc: 98.3094, s1.loss_bbox: 0.1279, s2.loss_cls: 0.0118, s2.acc: 98.2249, s2.loss_bbox: 0.0600, loss: 0.5406
2022-03-24 09:16:56,269 - mmdet - INFO - Epoch [13][130/336]	lr: 1.938e-06, eta: 2:43:46, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0645, s0.acc: 97.6797, s0.loss_bbox: 0.2450, s1.loss_cls: 0.0239, s1.acc: 98.3239, s1.loss_bbox: 0.1274, s2.loss_cls: 0.0115, s2.acc: 98.3709, s2.loss_bbox: 0.0588, loss: 0.5404
2022-03-24 09:17:03,643 - mmdet - INFO - Epoch [13][140/336]	lr: 1.938e-06, eta: 2:43:35, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0634, s0.acc: 97.7383, s0.loss_bbox: 0.2447, s1.loss_cls: 0.0230, s1.acc: 98.3750, s1.loss_bbox: 0.1288, s2.loss_cls: 0.0116, s2.acc: 98.3536, s2.loss_bbox: 0.0615, loss: 0.5428
2022-03-24 09:17:11,217 - mmdet - INFO - Epoch [13][150/336]	lr: 1.938e-06, eta: 2:43:25, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0661, s0.acc: 97.6898, s0.loss_bbox: 0.2470, s1.loss_cls: 0.0245, s1.acc: 98.3263, s1.loss_bbox: 0.1269, s2.loss_cls: 0.0118, s2.acc: 98.2615, s2.loss_bbox: 0.0595, loss: 0.5454
2022-03-24 09:17:19,586 - mmdet - INFO - Epoch [13][160/336]	lr: 1.938e-06, eta: 2:43:17, time: 0.821, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0654, s0.acc: 97.6477, s0.loss_bbox: 0.2555, s1.loss_cls: 0.0242, s1.acc: 98.2993, s1.loss_bbox: 0.1336, s2.loss_cls: 0.0120, s2.acc: 98.1867, s2.loss_bbox: 0.0628, loss: 0.5617
2022-03-24 09:17:27,180 - mmdet - INFO - Epoch [13][170/336]	lr: 1.938e-06, eta: 2:43:08, time: 0.775, data_time: 0.026, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0682, s0.acc: 97.6175, s0.loss_bbox: 0.2610, s1.loss_cls: 0.0246, s1.acc: 98.2883, s1.loss_bbox: 0.1350, s2.loss_cls: 0.0120, s2.acc: 98.2282, s2.loss_bbox: 0.0629, loss: 0.5725
2022-03-24 09:17:34,539 - mmdet - INFO - Epoch [13][180/336]	lr: 1.938e-06, eta: 2:42:57, time: 0.736, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0678, s0.acc: 97.5626, s0.loss_bbox: 0.2502, s1.loss_cls: 0.0250, s1.acc: 98.2584, s1.loss_bbox: 0.1316, s2.loss_cls: 0.0119, s2.acc: 98.2862, s2.loss_bbox: 0.0625, loss: 0.5574
2022-03-24 09:17:41,894 - mmdet - INFO - Epoch [13][190/336]	lr: 1.938e-06, eta: 2:42:46, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0671, s0.acc: 97.5601, s0.loss_bbox: 0.2606, s1.loss_cls: 0.0241, s1.acc: 98.2649, s1.loss_bbox: 0.1351, s2.loss_cls: 0.0117, s2.acc: 98.2069, s2.loss_bbox: 0.0632, loss: 0.5709
2022-03-24 09:17:49,277 - mmdet - INFO - Epoch [13][200/336]	lr: 1.938e-06, eta: 2:42:36, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0681, s0.acc: 97.6086, s0.loss_bbox: 0.2688, s1.loss_cls: 0.0240, s1.acc: 98.3269, s1.loss_bbox: 0.1394, s2.loss_cls: 0.0118, s2.acc: 98.2282, s2.loss_bbox: 0.0655, loss: 0.5873
2022-03-24 09:17:56,660 - mmdet - INFO - Epoch [13][210/336]	lr: 1.938e-06, eta: 2:42:25, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0673, s0.acc: 97.6129, s0.loss_bbox: 0.2576, s1.loss_cls: 0.0241, s1.acc: 98.2637, s1.loss_bbox: 0.1334, s2.loss_cls: 0.0115, s2.acc: 98.2545, s2.loss_bbox: 0.0636, loss: 0.5668
2022-03-24 09:18:04,056 - mmdet - INFO - Epoch [13][220/336]	lr: 1.938e-06, eta: 2:42:15, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0699, s0.acc: 97.5110, s0.loss_bbox: 0.2599, s1.loss_cls: 0.0266, s1.acc: 98.0779, s1.loss_bbox: 0.1360, s2.loss_cls: 0.0130, s2.acc: 97.9766, s2.loss_bbox: 0.0636, loss: 0.5784
2022-03-24 09:18:11,504 - mmdet - INFO - Epoch [13][230/336]	lr: 1.938e-06, eta: 2:42:05, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0702, s0.acc: 97.5510, s0.loss_bbox: 0.2620, s1.loss_cls: 0.0268, s1.acc: 98.0984, s1.loss_bbox: 0.1364, s2.loss_cls: 0.0132, s2.acc: 98.0044, s2.loss_bbox: 0.0638, loss: 0.5815
2022-03-24 09:18:18,947 - mmdet - INFO - Epoch [13][240/336]	lr: 1.938e-06, eta: 2:41:54, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0660, s0.acc: 97.6831, s0.loss_bbox: 0.2502, s1.loss_cls: 0.0238, s1.acc: 98.3661, s1.loss_bbox: 0.1320, s2.loss_cls: 0.0116, s2.acc: 98.3032, s2.loss_bbox: 0.0620, loss: 0.5542
2022-03-24 09:18:27,706 - mmdet - INFO - Epoch [13][250/336]	lr: 1.938e-06, eta: 2:41:48, time: 0.876, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0647, s0.acc: 97.7078, s0.loss_bbox: 0.2529, s1.loss_cls: 0.0242, s1.acc: 98.3128, s1.loss_bbox: 0.1299, s2.loss_cls: 0.0123, s2.acc: 98.1247, s2.loss_bbox: 0.0615, loss: 0.5544
2022-03-24 09:18:36,029 - mmdet - INFO - Epoch [13][260/336]	lr: 1.938e-06, eta: 2:41:40, time: 0.832, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0708, s0.acc: 97.5586, s0.loss_bbox: 0.2524, s1.loss_cls: 0.0268, s1.acc: 98.1547, s1.loss_bbox: 0.1278, s2.loss_cls: 0.0128, s2.acc: 98.1308, s2.loss_bbox: 0.0584, loss: 0.5594
2022-03-24 09:18:43,617 - mmdet - INFO - Epoch [13][270/336]	lr: 1.938e-06, eta: 2:41:30, time: 0.759, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0650, s0.acc: 97.7084, s0.loss_bbox: 0.2510, s1.loss_cls: 0.0235, s1.acc: 98.3497, s1.loss_bbox: 0.1271, s2.loss_cls: 0.0118, s2.acc: 98.2675, s2.loss_bbox: 0.0590, loss: 0.5467
2022-03-24 09:18:51,012 - mmdet - INFO - Epoch [13][280/336]	lr: 1.938e-06, eta: 2:41:20, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0642, s0.acc: 97.6816, s0.loss_bbox: 0.2506, s1.loss_cls: 0.0234, s1.acc: 98.3437, s1.loss_bbox: 0.1289, s2.loss_cls: 0.0114, s2.acc: 98.2611, s2.loss_bbox: 0.0604, loss: 0.5484
2022-03-24 09:18:58,374 - mmdet - INFO - Epoch [13][290/336]	lr: 1.938e-06, eta: 2:41:09, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0612, s0.acc: 97.7789, s0.loss_bbox: 0.2454, s1.loss_cls: 0.0222, s1.acc: 98.3675, s1.loss_bbox: 0.1257, s2.loss_cls: 0.0112, s2.acc: 98.2656, s2.loss_bbox: 0.0589, loss: 0.5345
2022-03-24 09:19:05,752 - mmdet - INFO - Epoch [13][300/336]	lr: 1.938e-06, eta: 2:40:59, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0663, s0.acc: 97.6709, s0.loss_bbox: 0.2480, s1.loss_cls: 0.0247, s1.acc: 98.2663, s1.loss_bbox: 0.1268, s2.loss_cls: 0.0116, s2.acc: 98.3143, s2.loss_bbox: 0.0584, loss: 0.5459
2022-03-24 09:19:13,112 - mmdet - INFO - Epoch [13][310/336]	lr: 1.938e-06, eta: 2:40:48, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0681, s0.acc: 97.6532, s0.loss_bbox: 0.2541, s1.loss_cls: 0.0245, s1.acc: 98.3430, s1.loss_bbox: 0.1317, s2.loss_cls: 0.0115, s2.acc: 98.3625, s2.loss_bbox: 0.0624, loss: 0.5612
2022-03-24 09:19:20,460 - mmdet - INFO - Epoch [13][320/336]	lr: 1.938e-06, eta: 2:40:38, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0701, s0.acc: 97.4780, s0.loss_bbox: 0.2613, s1.loss_cls: 0.0257, s1.acc: 98.2093, s1.loss_bbox: 0.1360, s2.loss_cls: 0.0124, s2.acc: 98.1796, s2.loss_bbox: 0.0641, loss: 0.5787
2022-03-24 09:19:27,836 - mmdet - INFO - Epoch [13][330/336]	lr: 1.938e-06, eta: 2:40:28, time: 0.738, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0663, s0.acc: 97.6157, s0.loss_bbox: 0.2529, s1.loss_cls: 0.0242, s1.acc: 98.2490, s1.loss_bbox: 0.1316, s2.loss_cls: 0.0117, s2.acc: 98.2578, s2.loss_bbox: 0.0612, loss: 0.5584
2022-03-24 09:19:55,907 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:19:56,168 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:19:56,168 - mmdet - INFO - Epoch(val) [13][336]	bbox_mAP: 0.1460, bbox_mAP_50: 0.2720, bbox_mAP_75: 0.1480, bbox_mAP_s: 0.1470, bbox_mAP_m: 0.1620, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.146 0.272 0.148 0.147 0.162 -1.000
2022-03-24 09:20:23,896 - mmdet - INFO - Epoch [14][10/336]	lr: 1.938e-06, eta: 2:40:54, time: 2.771, data_time: 2.005, memory: 15335, loss_rpn_cls: 0.0074, loss_rpn_bbox: 0.0042, s0.loss_cls: 0.0710, s0.acc: 97.4783, s0.loss_bbox: 0.2592, s1.loss_cls: 0.0262, s1.acc: 98.1666, s1.loss_bbox: 0.1334, s2.loss_cls: 0.0132, s2.acc: 98.0551, s2.loss_bbox: 0.0617, loss: 0.5763
2022-03-24 09:20:31,886 - mmdet - INFO - Epoch [14][20/336]	lr: 1.938e-06, eta: 2:40:44, time: 0.782, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0608, s0.acc: 97.7814, s0.loss_bbox: 0.2373, s1.loss_cls: 0.0224, s1.acc: 98.3444, s1.loss_bbox: 0.1234, s2.loss_cls: 0.0112, s2.acc: 98.3093, s2.loss_bbox: 0.0575, loss: 0.5214
2022-03-24 09:20:39,570 - mmdet - INFO - Epoch [14][30/336]	lr: 1.938e-06, eta: 2:40:35, time: 0.786, data_time: 0.027, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0619, s0.acc: 97.8479, s0.loss_bbox: 0.2291, s1.loss_cls: 0.0232, s1.acc: 98.4209, s1.loss_bbox: 0.1169, s2.loss_cls: 0.0108, s2.acc: 98.4167, s2.loss_bbox: 0.0545, loss: 0.5062
2022-03-24 09:20:46,882 - mmdet - INFO - Epoch [14][40/336]	lr: 1.938e-06, eta: 2:40:25, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0589, s0.acc: 97.9266, s0.loss_bbox: 0.2315, s1.loss_cls: 0.0203, s1.acc: 98.5895, s1.loss_bbox: 0.1184, s2.loss_cls: 0.0100, s2.acc: 98.5469, s2.loss_bbox: 0.0565, loss: 0.5041
2022-03-24 09:20:54,215 - mmdet - INFO - Epoch [14][50/336]	lr: 1.938e-06, eta: 2:40:14, time: 0.733, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0041, s0.loss_cls: 0.0721, s0.acc: 97.4026, s0.loss_bbox: 0.2669, s1.loss_cls: 0.0266, s1.acc: 98.1012, s1.loss_bbox: 0.1358, s2.loss_cls: 0.0130, s2.acc: 97.9866, s2.loss_bbox: 0.0629, loss: 0.5879
2022-03-24 09:21:01,577 - mmdet - INFO - Epoch [14][60/336]	lr: 1.938e-06, eta: 2:40:04, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0693, s0.acc: 97.6462, s0.loss_bbox: 0.2457, s1.loss_cls: 0.0257, s1.acc: 98.2642, s1.loss_bbox: 0.1271, s2.loss_cls: 0.0119, s2.acc: 98.3045, s2.loss_bbox: 0.0590, loss: 0.5484
2022-03-24 09:21:08,888 - mmdet - INFO - Epoch [14][70/336]	lr: 1.938e-06, eta: 2:39:53, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0633, s0.acc: 97.7640, s0.loss_bbox: 0.2380, s1.loss_cls: 0.0242, s1.acc: 98.2609, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0112, s2.acc: 98.2638, s2.loss_bbox: 0.0559, loss: 0.5234
2022-03-24 09:21:16,219 - mmdet - INFO - Epoch [14][80/336]	lr: 1.938e-06, eta: 2:39:43, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0688, s0.acc: 97.5662, s0.loss_bbox: 0.2500, s1.loss_cls: 0.0255, s1.acc: 98.1561, s1.loss_bbox: 0.1298, s2.loss_cls: 0.0121, s2.acc: 98.1965, s2.loss_bbox: 0.0604, loss: 0.5566
2022-03-24 09:21:23,827 - mmdet - INFO - Epoch [14][90/336]	lr: 1.938e-06, eta: 2:39:33, time: 0.753, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0675, s0.acc: 97.6102, s0.loss_bbox: 0.2601, s1.loss_cls: 0.0244, s1.acc: 98.3049, s1.loss_bbox: 0.1349, s2.loss_cls: 0.0124, s2.acc: 98.1173, s2.loss_bbox: 0.0632, loss: 0.5718
2022-03-24 09:21:32,993 - mmdet - INFO - Epoch [14][100/336]	lr: 1.938e-06, eta: 2:39:27, time: 0.917, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0728, s0.acc: 97.4429, s0.loss_bbox: 0.2645, s1.loss_cls: 0.0277, s1.acc: 98.0206, s1.loss_bbox: 0.1340, s2.loss_cls: 0.0135, s2.acc: 97.9665, s2.loss_bbox: 0.0624, loss: 0.5838
2022-03-24 09:21:41,922 - mmdet - INFO - Epoch [14][110/336]	lr: 1.938e-06, eta: 2:39:21, time: 0.900, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0664, s0.acc: 97.6309, s0.loss_bbox: 0.2599, s1.loss_cls: 0.0253, s1.acc: 98.1622, s1.loss_bbox: 0.1352, s2.loss_cls: 0.0126, s2.acc: 98.0914, s2.loss_bbox: 0.0633, loss: 0.5711
2022-03-24 09:21:50,033 - mmdet - INFO - Epoch [14][120/336]	lr: 1.938e-06, eta: 2:39:12, time: 0.791, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0636, s0.acc: 97.6971, s0.loss_bbox: 0.2509, s1.loss_cls: 0.0235, s1.acc: 98.3080, s1.loss_bbox: 0.1313, s2.loss_cls: 0.0114, s2.acc: 98.2457, s2.loss_bbox: 0.0620, loss: 0.5514
2022-03-24 09:21:57,503 - mmdet - INFO - Epoch [14][130/336]	lr: 1.938e-06, eta: 2:39:02, time: 0.767, data_time: 0.030, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0678, s0.acc: 97.6431, s0.loss_bbox: 0.2595, s1.loss_cls: 0.0249, s1.acc: 98.2682, s1.loss_bbox: 0.1348, s2.loss_cls: 0.0121, s2.acc: 98.2014, s2.loss_bbox: 0.0632, loss: 0.5719
2022-03-24 09:22:05,709 - mmdet - INFO - Epoch [14][140/336]	lr: 1.938e-06, eta: 2:38:54, time: 0.814, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0718, s0.acc: 97.4045, s0.loss_bbox: 0.2699, s1.loss_cls: 0.0269, s1.acc: 98.0298, s1.loss_bbox: 0.1403, s2.loss_cls: 0.0127, s2.acc: 98.0611, s2.loss_bbox: 0.0662, loss: 0.5975
2022-03-24 09:22:13,603 - mmdet - INFO - Epoch [14][150/336]	lr: 1.938e-06, eta: 2:38:45, time: 0.796, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0645, s0.acc: 97.6285, s0.loss_bbox: 0.2551, s1.loss_cls: 0.0251, s1.acc: 98.1618, s1.loss_bbox: 0.1353, s2.loss_cls: 0.0126, s2.acc: 98.0894, s2.loss_bbox: 0.0645, loss: 0.5660
2022-03-24 09:22:21,139 - mmdet - INFO - Epoch [14][160/336]	lr: 1.938e-06, eta: 2:38:35, time: 0.754, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0666, s0.acc: 97.6321, s0.loss_bbox: 0.2534, s1.loss_cls: 0.0245, s1.acc: 98.2850, s1.loss_bbox: 0.1313, s2.loss_cls: 0.0121, s2.acc: 98.2188, s2.loss_bbox: 0.0619, loss: 0.5584
2022-03-24 09:22:28,464 - mmdet - INFO - Epoch [14][170/336]	lr: 1.938e-06, eta: 2:38:25, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0630, s0.acc: 97.7115, s0.loss_bbox: 0.2468, s1.loss_cls: 0.0228, s1.acc: 98.3973, s1.loss_bbox: 0.1298, s2.loss_cls: 0.0110, s2.acc: 98.3578, s2.loss_bbox: 0.0629, loss: 0.5458
2022-03-24 09:22:35,819 - mmdet - INFO - Epoch [14][180/336]	lr: 1.938e-06, eta: 2:38:14, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0696, s0.acc: 97.5378, s0.loss_bbox: 0.2571, s1.loss_cls: 0.0242, s1.acc: 98.3185, s1.loss_bbox: 0.1316, s2.loss_cls: 0.0112, s2.acc: 98.3172, s2.loss_bbox: 0.0618, loss: 0.5645
2022-03-24 09:22:43,194 - mmdet - INFO - Epoch [14][190/336]	lr: 1.938e-06, eta: 2:38:04, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0638, s0.acc: 97.7243, s0.loss_bbox: 0.2559, s1.loss_cls: 0.0229, s1.acc: 98.3707, s1.loss_bbox: 0.1342, s2.loss_cls: 0.0113, s2.acc: 98.2084, s2.loss_bbox: 0.0636, loss: 0.5608
2022-03-24 09:22:51,617 - mmdet - INFO - Epoch [14][200/336]	lr: 1.938e-06, eta: 2:37:56, time: 0.842, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0668, s0.acc: 97.6105, s0.loss_bbox: 0.2548, s1.loss_cls: 0.0250, s1.acc: 98.2709, s1.loss_bbox: 0.1328, s2.loss_cls: 0.0122, s2.acc: 98.1150, s2.loss_bbox: 0.0619, loss: 0.5616
2022-03-24 09:22:59,335 - mmdet - INFO - Epoch [14][210/336]	lr: 1.938e-06, eta: 2:37:47, time: 0.772, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0667, s0.acc: 97.6855, s0.loss_bbox: 0.2445, s1.loss_cls: 0.0248, s1.acc: 98.2106, s1.loss_bbox: 0.1268, s2.loss_cls: 0.0121, s2.acc: 98.1781, s2.loss_bbox: 0.0603, loss: 0.5441
2022-03-24 09:23:07,823 - mmdet - INFO - Epoch [14][220/336]	lr: 1.938e-06, eta: 2:37:39, time: 0.849, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0637, s0.acc: 97.7328, s0.loss_bbox: 0.2352, s1.loss_cls: 0.0243, s1.acc: 98.2418, s1.loss_bbox: 0.1239, s2.loss_cls: 0.0113, s2.acc: 98.2556, s2.loss_bbox: 0.0584, loss: 0.5261
2022-03-24 09:23:15,188 - mmdet - INFO - Epoch [14][230/336]	lr: 1.938e-06, eta: 2:37:29, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0635, s0.acc: 97.7444, s0.loss_bbox: 0.2465, s1.loss_cls: 0.0237, s1.acc: 98.3720, s1.loss_bbox: 0.1299, s2.loss_cls: 0.0112, s2.acc: 98.3480, s2.loss_bbox: 0.0611, loss: 0.5444
2022-03-24 09:23:22,528 - mmdet - INFO - Epoch [14][240/336]	lr: 1.938e-06, eta: 2:37:19, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0623, s0.acc: 97.7631, s0.loss_bbox: 0.2467, s1.loss_cls: 0.0224, s1.acc: 98.3898, s1.loss_bbox: 0.1268, s2.loss_cls: 0.0109, s2.acc: 98.3579, s2.loss_bbox: 0.0592, loss: 0.5366
2022-03-24 09:23:29,868 - mmdet - INFO - Epoch [14][250/336]	lr: 1.938e-06, eta: 2:37:09, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0722, s0.acc: 97.4338, s0.loss_bbox: 0.2725, s1.loss_cls: 0.0258, s1.acc: 98.1808, s1.loss_bbox: 0.1423, s2.loss_cls: 0.0125, s2.acc: 98.1647, s2.loss_bbox: 0.0671, loss: 0.6026
2022-03-24 09:23:37,178 - mmdet - INFO - Epoch [14][260/336]	lr: 1.938e-06, eta: 2:36:58, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0660, s0.acc: 97.6309, s0.loss_bbox: 0.2497, s1.loss_cls: 0.0243, s1.acc: 98.2655, s1.loss_bbox: 0.1293, s2.loss_cls: 0.0118, s2.acc: 98.2621, s2.loss_bbox: 0.0599, loss: 0.5501
2022-03-24 09:23:44,671 - mmdet - INFO - Epoch [14][270/336]	lr: 1.938e-06, eta: 2:36:48, time: 0.749, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0688, s0.acc: 97.6215, s0.loss_bbox: 0.2531, s1.loss_cls: 0.0249, s1.acc: 98.3181, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0119, s2.acc: 98.2646, s2.loss_bbox: 0.0592, loss: 0.5557
2022-03-24 09:23:52,021 - mmdet - INFO - Epoch [14][280/336]	lr: 1.938e-06, eta: 2:36:38, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0651, s0.acc: 97.6816, s0.loss_bbox: 0.2445, s1.loss_cls: 0.0235, s1.acc: 98.3412, s1.loss_bbox: 0.1222, s2.loss_cls: 0.0110, s2.acc: 98.4650, s2.loss_bbox: 0.0566, loss: 0.5323
2022-03-24 09:23:59,370 - mmdet - INFO - Epoch [14][290/336]	lr: 1.938e-06, eta: 2:36:28, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0657, s0.acc: 97.6938, s0.loss_bbox: 0.2576, s1.loss_cls: 0.0240, s1.acc: 98.3580, s1.loss_bbox: 0.1317, s2.loss_cls: 0.0116, s2.acc: 98.3019, s2.loss_bbox: 0.0614, loss: 0.5609
2022-03-24 09:24:06,851 - mmdet - INFO - Epoch [14][300/336]	lr: 1.938e-06, eta: 2:36:18, time: 0.748, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0649, s0.acc: 97.6492, s0.loss_bbox: 0.2497, s1.loss_cls: 0.0246, s1.acc: 98.2115, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0114, s2.acc: 98.2635, s2.loss_bbox: 0.0603, loss: 0.5479
2022-03-24 09:24:14,778 - mmdet - INFO - Epoch [14][310/336]	lr: 1.938e-06, eta: 2:36:09, time: 0.793, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0635, s0.acc: 97.7301, s0.loss_bbox: 0.2469, s1.loss_cls: 0.0238, s1.acc: 98.2861, s1.loss_bbox: 0.1276, s2.loss_cls: 0.0119, s2.acc: 98.2230, s2.loss_bbox: 0.0605, loss: 0.5425
2022-03-24 09:24:22,933 - mmdet - INFO - Epoch [14][320/336]	lr: 1.938e-06, eta: 2:36:01, time: 0.815, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0705, s0.acc: 97.4646, s0.loss_bbox: 0.2610, s1.loss_cls: 0.0266, s1.acc: 98.1307, s1.loss_bbox: 0.1346, s2.loss_cls: 0.0139, s2.acc: 97.9198, s2.loss_bbox: 0.0627, loss: 0.5786
2022-03-24 09:24:30,360 - mmdet - INFO - Epoch [14][330/336]	lr: 1.938e-06, eta: 2:35:51, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0661, s0.acc: 97.7292, s0.loss_bbox: 0.2446, s1.loss_cls: 0.0245, s1.acc: 98.3848, s1.loss_bbox: 0.1258, s2.loss_cls: 0.0117, s2.acc: 98.3690, s2.loss_bbox: 0.0582, loss: 0.5404
2022-03-24 09:24:58,260 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:24:58,547 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:24:58,547 - mmdet - INFO - Epoch(val) [14][336]	bbox_mAP: 0.1060, bbox_mAP_50: 0.1960, bbox_mAP_75: 0.1070, bbox_mAP_s: 0.0820, bbox_mAP_m: 0.1770, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.106 0.196 0.107 0.082 0.177 -1.000
2022-03-24 09:25:28,915 - mmdet - INFO - Epoch [15][10/336]	lr: 1.938e-06, eta: 2:36:19, time: 3.036, data_time: 2.024, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0592, s0.acc: 97.9153, s0.loss_bbox: 0.2326, s1.loss_cls: 0.0219, s1.acc: 98.4149, s1.loss_bbox: 0.1199, s2.loss_cls: 0.0107, s2.acc: 98.4086, s2.loss_bbox: 0.0557, loss: 0.5081
2022-03-24 09:25:37,879 - mmdet - INFO - Epoch [15][20/336]	lr: 1.938e-06, eta: 2:36:13, time: 0.896, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0594, s0.acc: 97.8873, s0.loss_bbox: 0.2435, s1.loss_cls: 0.0208, s1.acc: 98.5409, s1.loss_bbox: 0.1233, s2.loss_cls: 0.0102, s2.acc: 98.4869, s2.loss_bbox: 0.0576, loss: 0.5253
2022-03-24 09:25:46,824 - mmdet - INFO - Epoch [15][30/336]	lr: 1.938e-06, eta: 2:36:06, time: 0.894, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0669, s0.acc: 97.7066, s0.loss_bbox: 0.2559, s1.loss_cls: 0.0238, s1.acc: 98.4030, s1.loss_bbox: 0.1321, s2.loss_cls: 0.0114, s2.acc: 98.3563, s2.loss_bbox: 0.0617, loss: 0.5615
2022-03-24 09:25:55,807 - mmdet - INFO - Epoch [15][40/336]	lr: 1.938e-06, eta: 2:36:00, time: 0.898, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0586, s0.acc: 97.9327, s0.loss_bbox: 0.2418, s1.loss_cls: 0.0199, s1.acc: 98.5910, s1.loss_bbox: 0.1261, s2.loss_cls: 0.0098, s2.acc: 98.5901, s2.loss_bbox: 0.0603, loss: 0.5248
2022-03-24 09:26:04,793 - mmdet - INFO - Epoch [15][50/336]	lr: 1.938e-06, eta: 2:35:54, time: 0.899, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0619, s0.acc: 97.8131, s0.loss_bbox: 0.2445, s1.loss_cls: 0.0223, s1.acc: 98.4450, s1.loss_bbox: 0.1268, s2.loss_cls: 0.0108, s2.acc: 98.4530, s2.loss_bbox: 0.0597, loss: 0.5353
2022-03-24 09:26:14,072 - mmdet - INFO - Epoch [15][60/336]	lr: 1.938e-06, eta: 2:35:48, time: 0.928, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0640, s0.acc: 97.6547, s0.loss_bbox: 0.2539, s1.loss_cls: 0.0238, s1.acc: 98.3021, s1.loss_bbox: 0.1333, s2.loss_cls: 0.0117, s2.acc: 98.2374, s2.loss_bbox: 0.0643, loss: 0.5596
2022-03-24 09:26:22,090 - mmdet - INFO - Epoch [15][70/336]	lr: 1.938e-06, eta: 2:35:39, time: 0.801, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0712, s0.acc: 97.5540, s0.loss_bbox: 0.2549, s1.loss_cls: 0.0261, s1.acc: 98.2336, s1.loss_bbox: 0.1329, s2.loss_cls: 0.0124, s2.acc: 98.2100, s2.loss_bbox: 0.0621, loss: 0.5688
2022-03-24 09:26:30,316 - mmdet - INFO - Epoch [15][80/336]	lr: 1.938e-06, eta: 2:35:31, time: 0.822, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0662, s0.acc: 97.5653, s0.loss_bbox: 0.2649, s1.loss_cls: 0.0240, s1.acc: 98.2564, s1.loss_bbox: 0.1377, s2.loss_cls: 0.0122, s2.acc: 98.1283, s2.loss_bbox: 0.0649, loss: 0.5782
2022-03-24 09:26:37,644 - mmdet - INFO - Epoch [15][90/336]	lr: 1.938e-06, eta: 2:35:21, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0684, s0.acc: 97.5967, s0.loss_bbox: 0.2593, s1.loss_cls: 0.0250, s1.acc: 98.3153, s1.loss_bbox: 0.1402, s2.loss_cls: 0.0124, s2.acc: 98.2895, s2.loss_bbox: 0.0672, loss: 0.5826
2022-03-24 09:26:45,009 - mmdet - INFO - Epoch [15][100/336]	lr: 1.938e-06, eta: 2:35:10, time: 0.737, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0656, s0.acc: 97.6141, s0.loss_bbox: 0.2611, s1.loss_cls: 0.0235, s1.acc: 98.2939, s1.loss_bbox: 0.1373, s2.loss_cls: 0.0117, s2.acc: 98.1809, s2.loss_bbox: 0.0648, loss: 0.5732
2022-03-24 09:26:52,415 - mmdet - INFO - Epoch [15][110/336]	lr: 1.938e-06, eta: 2:35:00, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0040, s0.loss_cls: 0.0649, s0.acc: 97.6321, s0.loss_bbox: 0.2531, s1.loss_cls: 0.0232, s1.acc: 98.3305, s1.loss_bbox: 0.1330, s2.loss_cls: 0.0115, s2.acc: 98.2293, s2.loss_bbox: 0.0629, loss: 0.5587
2022-03-24 09:26:59,731 - mmdet - INFO - Epoch [15][120/336]	lr: 1.938e-06, eta: 2:34:50, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0678, s0.acc: 97.6651, s0.loss_bbox: 0.2477, s1.loss_cls: 0.0250, s1.acc: 98.2794, s1.loss_bbox: 0.1307, s2.loss_cls: 0.0118, s2.acc: 98.2794, s2.loss_bbox: 0.0624, loss: 0.5558
2022-03-24 09:27:07,055 - mmdet - INFO - Epoch [15][130/336]	lr: 1.938e-06, eta: 2:34:40, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0621, s0.acc: 97.7856, s0.loss_bbox: 0.2396, s1.loss_cls: 0.0220, s1.acc: 98.4434, s1.loss_bbox: 0.1265, s2.loss_cls: 0.0106, s2.acc: 98.4311, s2.loss_bbox: 0.0612, loss: 0.5304
2022-03-24 09:27:14,430 - mmdet - INFO - Epoch [15][140/336]	lr: 1.938e-06, eta: 2:34:29, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0666, s0.acc: 97.6599, s0.loss_bbox: 0.2539, s1.loss_cls: 0.0242, s1.acc: 98.3113, s1.loss_bbox: 0.1332, s2.loss_cls: 0.0114, s2.acc: 98.2937, s2.loss_bbox: 0.0637, loss: 0.5623
2022-03-24 09:27:21,744 - mmdet - INFO - Epoch [15][150/336]	lr: 1.938e-06, eta: 2:34:19, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0623, s0.acc: 97.8653, s0.loss_bbox: 0.2375, s1.loss_cls: 0.0228, s1.acc: 98.4499, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0110, s2.acc: 98.4403, s2.loss_bbox: 0.0574, loss: 0.5223
2022-03-24 09:27:29,276 - mmdet - INFO - Epoch [15][160/336]	lr: 1.938e-06, eta: 2:34:09, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0632, s0.acc: 97.7420, s0.loss_bbox: 0.2458, s1.loss_cls: 0.0245, s1.acc: 98.2622, s1.loss_bbox: 0.1295, s2.loss_cls: 0.0115, s2.acc: 98.2866, s2.loss_bbox: 0.0608, loss: 0.5439
2022-03-24 09:27:36,987 - mmdet - INFO - Epoch [15][170/336]	lr: 1.938e-06, eta: 2:34:00, time: 0.771, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0692, s0.acc: 97.6331, s0.loss_bbox: 0.2567, s1.loss_cls: 0.0259, s1.acc: 98.2439, s1.loss_bbox: 0.1310, s2.loss_cls: 0.0124, s2.acc: 98.2384, s2.loss_bbox: 0.0612, loss: 0.5667
2022-03-24 09:27:45,089 - mmdet - INFO - Epoch [15][180/336]	lr: 1.938e-06, eta: 2:33:51, time: 0.810, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0641, s0.acc: 97.7271, s0.loss_bbox: 0.2398, s1.loss_cls: 0.0235, s1.acc: 98.3660, s1.loss_bbox: 0.1241, s2.loss_cls: 0.0111, s2.acc: 98.3656, s2.loss_bbox: 0.0586, loss: 0.5296
2022-03-24 09:27:52,447 - mmdet - INFO - Epoch [15][190/336]	lr: 1.938e-06, eta: 2:33:41, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0636, s0.acc: 97.8006, s0.loss_bbox: 0.2500, s1.loss_cls: 0.0226, s1.acc: 98.5457, s1.loss_bbox: 0.1279, s2.loss_cls: 0.0109, s2.acc: 98.5346, s2.loss_bbox: 0.0600, loss: 0.5438
2022-03-24 09:27:59,773 - mmdet - INFO - Epoch [15][200/336]	lr: 1.938e-06, eta: 2:33:31, time: 0.735, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0658, s0.acc: 97.6605, s0.loss_bbox: 0.2444, s1.loss_cls: 0.0246, s1.acc: 98.2718, s1.loss_bbox: 0.1261, s2.loss_cls: 0.0116, s2.acc: 98.3205, s2.loss_bbox: 0.0586, loss: 0.5395
2022-03-24 09:28:07,115 - mmdet - INFO - Epoch [15][210/336]	lr: 1.938e-06, eta: 2:33:21, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0661, s0.acc: 97.6044, s0.loss_bbox: 0.2614, s1.loss_cls: 0.0241, s1.acc: 98.2696, s1.loss_bbox: 0.1351, s2.loss_cls: 0.0119, s2.acc: 98.2505, s2.loss_bbox: 0.0634, loss: 0.5714
2022-03-24 09:28:14,478 - mmdet - INFO - Epoch [15][220/336]	lr: 1.938e-06, eta: 2:33:11, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0682, s0.acc: 97.4777, s0.loss_bbox: 0.2691, s1.loss_cls: 0.0245, s1.acc: 98.1860, s1.loss_bbox: 0.1420, s2.loss_cls: 0.0124, s2.acc: 98.0647, s2.loss_bbox: 0.0682, loss: 0.5936
2022-03-24 09:28:21,832 - mmdet - INFO - Epoch [15][230/336]	lr: 1.938e-06, eta: 2:33:01, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0696, s0.acc: 97.5528, s0.loss_bbox: 0.2568, s1.loss_cls: 0.0255, s1.acc: 98.2649, s1.loss_bbox: 0.1329, s2.loss_cls: 0.0118, s2.acc: 98.2817, s2.loss_bbox: 0.0635, loss: 0.5700
2022-03-24 09:28:30,258 - mmdet - INFO - Epoch [15][240/336]	lr: 1.938e-06, eta: 2:32:53, time: 0.836, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0669, s0.acc: 97.6913, s0.loss_bbox: 0.2517, s1.loss_cls: 0.0242, s1.acc: 98.3560, s1.loss_bbox: 0.1319, s2.loss_cls: 0.0119, s2.acc: 98.2896, s2.loss_bbox: 0.0628, loss: 0.5592
2022-03-24 09:28:39,237 - mmdet - INFO - Epoch [15][250/336]	lr: 1.938e-06, eta: 2:32:46, time: 0.898, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0706, s0.acc: 97.4472, s0.loss_bbox: 0.2637, s1.loss_cls: 0.0267, s1.acc: 98.0876, s1.loss_bbox: 0.1417, s2.loss_cls: 0.0132, s2.acc: 98.0175, s2.loss_bbox: 0.0676, loss: 0.5928
2022-03-24 09:28:48,445 - mmdet - INFO - Epoch [15][260/336]	lr: 1.938e-06, eta: 2:32:40, time: 0.921, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0663, s0.acc: 97.6300, s0.loss_bbox: 0.2582, s1.loss_cls: 0.0224, s1.acc: 98.4595, s1.loss_bbox: 0.1363, s2.loss_cls: 0.0109, s2.acc: 98.4113, s2.loss_bbox: 0.0658, loss: 0.5675
2022-03-24 09:28:57,636 - mmdet - INFO - Epoch [15][270/336]	lr: 1.938e-06, eta: 2:32:34, time: 0.919, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0627, s0.acc: 97.7512, s0.loss_bbox: 0.2472, s1.loss_cls: 0.0229, s1.acc: 98.3625, s1.loss_bbox: 0.1325, s2.loss_cls: 0.0117, s2.acc: 98.2704, s2.loss_bbox: 0.0647, loss: 0.5496
2022-03-24 09:29:05,893 - mmdet - INFO - Epoch [15][280/336]	lr: 1.938e-06, eta: 2:32:26, time: 0.832, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0645, s0.acc: 97.7350, s0.loss_bbox: 0.2548, s1.loss_cls: 0.0238, s1.acc: 98.3400, s1.loss_bbox: 0.1325, s2.loss_cls: 0.0118, s2.acc: 98.2567, s2.loss_bbox: 0.0633, loss: 0.5600
2022-03-24 09:29:13,197 - mmdet - INFO - Epoch [15][290/336]	lr: 1.938e-06, eta: 2:32:16, time: 0.730, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0636, s0.acc: 97.8250, s0.loss_bbox: 0.2390, s1.loss_cls: 0.0235, s1.acc: 98.3682, s1.loss_bbox: 0.1240, s2.loss_cls: 0.0119, s2.acc: 98.2374, s2.loss_bbox: 0.0575, loss: 0.5289
2022-03-24 09:29:20,544 - mmdet - INFO - Epoch [15][300/336]	lr: 1.938e-06, eta: 2:32:06, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0649, s0.acc: 97.6236, s0.loss_bbox: 0.2545, s1.loss_cls: 0.0238, s1.acc: 98.2765, s1.loss_bbox: 0.1314, s2.loss_cls: 0.0116, s2.acc: 98.2114, s2.loss_bbox: 0.0624, loss: 0.5579
2022-03-24 09:29:27,928 - mmdet - INFO - Epoch [15][310/336]	lr: 1.938e-06, eta: 2:31:56, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0665, s0.acc: 97.6877, s0.loss_bbox: 0.2492, s1.loss_cls: 0.0251, s1.acc: 98.2710, s1.loss_bbox: 0.1288, s2.loss_cls: 0.0119, s2.acc: 98.3171, s2.loss_bbox: 0.0611, loss: 0.5519
2022-03-24 09:29:35,275 - mmdet - INFO - Epoch [15][320/336]	lr: 1.938e-06, eta: 2:31:46, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0646, s0.acc: 97.6334, s0.loss_bbox: 0.2495, s1.loss_cls: 0.0242, s1.acc: 98.2153, s1.loss_bbox: 0.1306, s2.loss_cls: 0.0118, s2.acc: 98.2247, s2.loss_bbox: 0.0624, loss: 0.5512
2022-03-24 09:29:42,617 - mmdet - INFO - Epoch [15][330/336]	lr: 1.938e-06, eta: 2:31:36, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0681, s0.acc: 97.5848, s0.loss_bbox: 0.2557, s1.loss_cls: 0.0249, s1.acc: 98.2780, s1.loss_bbox: 0.1334, s2.loss_cls: 0.0122, s2.acc: 98.2008, s2.loss_bbox: 0.0635, loss: 0.5663
2022-03-24 09:30:08,748 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:30:09,031 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:30:09,032 - mmdet - INFO - Epoch(val) [15][336]	bbox_mAP: 0.1380, bbox_mAP_50: 0.2470, bbox_mAP_75: 0.1390, bbox_mAP_s: 0.1350, bbox_mAP_m: 0.1650, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.138 0.247 0.139 0.135 0.165 -1.000
2022-03-24 09:30:36,345 - mmdet - INFO - Epoch [16][10/336]	lr: 1.938e-06, eta: 2:31:54, time: 2.730, data_time: 1.884, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0685, s0.acc: 97.5800, s0.loss_bbox: 0.2671, s1.loss_cls: 0.0238, s1.acc: 98.3342, s1.loss_bbox: 0.1369, s2.loss_cls: 0.0117, s2.acc: 98.2856, s2.loss_bbox: 0.0643, loss: 0.5807
2022-03-24 09:30:44,649 - mmdet - INFO - Epoch [16][20/336]	lr: 1.938e-06, eta: 2:31:46, time: 0.824, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0710, s0.acc: 97.5211, s0.loss_bbox: 0.2692, s1.loss_cls: 0.0249, s1.acc: 98.2872, s1.loss_bbox: 0.1401, s2.loss_cls: 0.0118, s2.acc: 98.2820, s2.loss_bbox: 0.0664, loss: 0.5929
2022-03-24 09:30:53,981 - mmdet - INFO - Epoch [16][30/336]	lr: 1.938e-06, eta: 2:31:40, time: 0.933, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0576, s0.acc: 97.9648, s0.loss_bbox: 0.2317, s1.loss_cls: 0.0203, s1.acc: 98.5565, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0098, s2.acc: 98.5145, s2.loss_bbox: 0.0579, loss: 0.5063
2022-03-24 09:31:03,700 - mmdet - INFO - Epoch [16][40/336]	lr: 1.938e-06, eta: 2:31:35, time: 0.972, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0619, s0.acc: 97.7689, s0.loss_bbox: 0.2475, s1.loss_cls: 0.0223, s1.acc: 98.3755, s1.loss_bbox: 0.1277, s2.loss_cls: 0.0106, s2.acc: 98.3739, s2.loss_bbox: 0.0591, loss: 0.5385
2022-03-24 09:31:11,065 - mmdet - INFO - Epoch [16][50/336]	lr: 1.938e-06, eta: 2:31:25, time: 0.743, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0604, s0.acc: 97.8094, s0.loss_bbox: 0.2392, s1.loss_cls: 0.0227, s1.acc: 98.3239, s1.loss_bbox: 0.1253, s2.loss_cls: 0.0114, s2.acc: 98.3270, s2.loss_bbox: 0.0590, loss: 0.5262
2022-03-24 09:31:18,447 - mmdet - INFO - Epoch [16][60/336]	lr: 1.938e-06, eta: 2:31:15, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0686, s0.acc: 97.5482, s0.loss_bbox: 0.2639, s1.loss_cls: 0.0250, s1.acc: 98.2107, s1.loss_bbox: 0.1361, s2.loss_cls: 0.0125, s2.acc: 98.1572, s2.loss_bbox: 0.0634, loss: 0.5788
2022-03-24 09:31:25,772 - mmdet - INFO - Epoch [16][70/336]	lr: 1.938e-06, eta: 2:31:05, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0735, s0.acc: 97.5113, s0.loss_bbox: 0.2546, s1.loss_cls: 0.0275, s1.acc: 98.1149, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0124, s2.acc: 98.2102, s2.loss_bbox: 0.0591, loss: 0.5648
2022-03-24 09:31:33,188 - mmdet - INFO - Epoch [16][80/336]	lr: 1.938e-06, eta: 2:30:55, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0570, s0.acc: 98.0182, s0.loss_bbox: 0.2348, s1.loss_cls: 0.0205, s1.acc: 98.5569, s1.loss_bbox: 0.1195, s2.loss_cls: 0.0103, s2.acc: 98.4553, s2.loss_bbox: 0.0563, loss: 0.5071
2022-03-24 09:31:40,497 - mmdet - INFO - Epoch [16][90/336]	lr: 1.938e-06, eta: 2:30:44, time: 0.731, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0619, s0.acc: 97.8186, s0.loss_bbox: 0.2486, s1.loss_cls: 0.0221, s1.acc: 98.4967, s1.loss_bbox: 0.1286, s2.loss_cls: 0.0107, s2.acc: 98.4527, s2.loss_bbox: 0.0614, loss: 0.5420
2022-03-24 09:31:47,821 - mmdet - INFO - Epoch [16][100/336]	lr: 1.938e-06, eta: 2:30:34, time: 0.733, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0593, s0.acc: 97.7902, s0.loss_bbox: 0.2360, s1.loss_cls: 0.0212, s1.acc: 98.4488, s1.loss_bbox: 0.1231, s2.loss_cls: 0.0102, s2.acc: 98.4306, s2.loss_bbox: 0.0582, loss: 0.5165
2022-03-24 09:31:55,352 - mmdet - INFO - Epoch [16][110/336]	lr: 1.938e-06, eta: 2:30:25, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0621, s0.acc: 97.6816, s0.loss_bbox: 0.2573, s1.loss_cls: 0.0229, s1.acc: 98.3294, s1.loss_bbox: 0.1363, s2.loss_cls: 0.0111, s2.acc: 98.3214, s2.loss_bbox: 0.0647, loss: 0.5623
2022-03-24 09:32:02,935 - mmdet - INFO - Epoch [16][120/336]	lr: 1.938e-06, eta: 2:30:15, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0653, s0.acc: 97.6382, s0.loss_bbox: 0.2519, s1.loss_cls: 0.0240, s1.acc: 98.2324, s1.loss_bbox: 0.1291, s2.loss_cls: 0.0117, s2.acc: 98.2194, s2.loss_bbox: 0.0605, loss: 0.5516
2022-03-24 09:32:10,712 - mmdet - INFO - Epoch [16][130/336]	lr: 1.938e-06, eta: 2:30:06, time: 0.785, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0628, s0.acc: 97.8036, s0.loss_bbox: 0.2465, s1.loss_cls: 0.0223, s1.acc: 98.3859, s1.loss_bbox: 0.1268, s2.loss_cls: 0.0110, s2.acc: 98.3311, s2.loss_bbox: 0.0605, loss: 0.5386
2022-03-24 09:32:18,995 - mmdet - INFO - Epoch [16][140/336]	lr: 1.938e-06, eta: 2:29:58, time: 0.828, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0643, s0.acc: 97.6770, s0.loss_bbox: 0.2499, s1.loss_cls: 0.0241, s1.acc: 98.2746, s1.loss_bbox: 0.1294, s2.loss_cls: 0.0118, s2.acc: 98.1930, s2.loss_bbox: 0.0610, loss: 0.5494
2022-03-24 09:32:26,401 - mmdet - INFO - Epoch [16][150/336]	lr: 1.938e-06, eta: 2:29:48, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0617, s0.acc: 97.7457, s0.loss_bbox: 0.2475, s1.loss_cls: 0.0234, s1.acc: 98.3389, s1.loss_bbox: 0.1283, s2.loss_cls: 0.0116, s2.acc: 98.2886, s2.loss_bbox: 0.0605, loss: 0.5416
2022-03-24 09:32:33,799 - mmdet - INFO - Epoch [16][160/336]	lr: 1.938e-06, eta: 2:29:38, time: 0.740, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0582, s0.acc: 97.8485, s0.loss_bbox: 0.2432, s1.loss_cls: 0.0213, s1.acc: 98.3858, s1.loss_bbox: 0.1260, s2.loss_cls: 0.0106, s2.acc: 98.3487, s2.loss_bbox: 0.0595, loss: 0.5267
2022-03-24 09:32:41,153 - mmdet - INFO - Epoch [16][170/336]	lr: 1.938e-06, eta: 2:29:28, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0589, s0.acc: 97.8946, s0.loss_bbox: 0.2433, s1.loss_cls: 0.0211, s1.acc: 98.5233, s1.loss_bbox: 0.1275, s2.loss_cls: 0.0104, s2.acc: 98.4834, s2.loss_bbox: 0.0615, loss: 0.5314
2022-03-24 09:32:48,536 - mmdet - INFO - Epoch [16][180/336]	lr: 1.938e-06, eta: 2:29:18, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0586, s0.acc: 97.9022, s0.loss_bbox: 0.2349, s1.loss_cls: 0.0213, s1.acc: 98.5339, s1.loss_bbox: 0.1228, s2.loss_cls: 0.0105, s2.acc: 98.4758, s2.loss_bbox: 0.0585, loss: 0.5151
2022-03-24 09:32:55,909 - mmdet - INFO - Epoch [16][190/336]	lr: 1.938e-06, eta: 2:29:08, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0590, s0.acc: 97.8729, s0.loss_bbox: 0.2383, s1.loss_cls: 0.0230, s1.acc: 98.3835, s1.loss_bbox: 0.1234, s2.loss_cls: 0.0106, s2.acc: 98.4355, s2.loss_bbox: 0.0581, loss: 0.5215
2022-03-24 09:33:03,294 - mmdet - INFO - Epoch [16][200/336]	lr: 1.938e-06, eta: 2:28:58, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0668, s0.acc: 97.6974, s0.loss_bbox: 0.2495, s1.loss_cls: 0.0252, s1.acc: 98.3060, s1.loss_bbox: 0.1287, s2.loss_cls: 0.0118, s2.acc: 98.3278, s2.loss_bbox: 0.0594, loss: 0.5512
2022-03-24 09:33:10,795 - mmdet - INFO - Epoch [16][210/336]	lr: 1.938e-06, eta: 2:28:48, time: 0.750, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0608, s0.acc: 97.9068, s0.loss_bbox: 0.2344, s1.loss_cls: 0.0228, s1.acc: 98.3939, s1.loss_bbox: 0.1196, s2.loss_cls: 0.0109, s2.acc: 98.3340, s2.loss_bbox: 0.0557, loss: 0.5140
2022-03-24 09:33:18,249 - mmdet - INFO - Epoch [16][220/336]	lr: 1.938e-06, eta: 2:28:39, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0589, s0.acc: 97.9514, s0.loss_bbox: 0.2417, s1.loss_cls: 0.0204, s1.acc: 98.6100, s1.loss_bbox: 0.1274, s2.loss_cls: 0.0101, s2.acc: 98.4953, s2.loss_bbox: 0.0607, loss: 0.5286
2022-03-24 09:33:26,561 - mmdet - INFO - Epoch [16][230/336]	lr: 1.938e-06, eta: 2:28:31, time: 0.832, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0631, s0.acc: 97.8497, s0.loss_bbox: 0.2361, s1.loss_cls: 0.0228, s1.acc: 98.4684, s1.loss_bbox: 0.1227, s2.loss_cls: 0.0108, s2.acc: 98.4178, s2.loss_bbox: 0.0577, loss: 0.5220
2022-03-24 09:33:34,870 - mmdet - INFO - Epoch [16][240/336]	lr: 1.938e-06, eta: 2:28:23, time: 0.831, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0688, s0.acc: 97.6389, s0.loss_bbox: 0.2533, s1.loss_cls: 0.0245, s1.acc: 98.3906, s1.loss_bbox: 0.1285, s2.loss_cls: 0.0113, s2.acc: 98.3869, s2.loss_bbox: 0.0596, loss: 0.5560
2022-03-24 09:33:42,246 - mmdet - INFO - Epoch [16][250/336]	lr: 1.938e-06, eta: 2:28:13, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0649, s0.acc: 97.7167, s0.loss_bbox: 0.2572, s1.loss_cls: 0.0238, s1.acc: 98.3638, s1.loss_bbox: 0.1327, s2.loss_cls: 0.0114, s2.acc: 98.3517, s2.loss_bbox: 0.0625, loss: 0.5622
2022-03-24 09:33:49,671 - mmdet - INFO - Epoch [16][260/336]	lr: 1.938e-06, eta: 2:28:03, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0691, s0.acc: 97.5601, s0.loss_bbox: 0.2622, s1.loss_cls: 0.0258, s1.acc: 98.1734, s1.loss_bbox: 0.1359, s2.loss_cls: 0.0122, s2.acc: 98.1351, s2.loss_bbox: 0.0635, loss: 0.5776
2022-03-24 09:33:57,500 - mmdet - INFO - Epoch [16][270/336]	lr: 1.938e-06, eta: 2:27:54, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0636, s0.acc: 97.6794, s0.loss_bbox: 0.2571, s1.loss_cls: 0.0232, s1.acc: 98.2555, s1.loss_bbox: 0.1346, s2.loss_cls: 0.0115, s2.acc: 98.2779, s2.loss_bbox: 0.0649, loss: 0.5639
2022-03-24 09:34:06,547 - mmdet - INFO - Epoch [16][280/336]	lr: 1.938e-06, eta: 2:27:47, time: 0.905, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0675, s0.acc: 97.5476, s0.loss_bbox: 0.2600, s1.loss_cls: 0.0249, s1.acc: 98.2151, s1.loss_bbox: 0.1332, s2.loss_cls: 0.0115, s2.acc: 98.2405, s2.loss_bbox: 0.0623, loss: 0.5686
2022-03-24 09:34:13,948 - mmdet - INFO - Epoch [16][290/336]	lr: 1.938e-06, eta: 2:27:38, time: 0.746, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0669, s0.acc: 97.6300, s0.loss_bbox: 0.2555, s1.loss_cls: 0.0237, s1.acc: 98.3012, s1.loss_bbox: 0.1315, s2.loss_cls: 0.0114, s2.acc: 98.2576, s2.loss_bbox: 0.0614, loss: 0.5590
2022-03-24 09:34:21,902 - mmdet - INFO - Epoch [16][300/336]	lr: 1.938e-06, eta: 2:27:29, time: 0.796, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0619, s0.acc: 97.7960, s0.loss_bbox: 0.2334, s1.loss_cls: 0.0222, s1.acc: 98.4738, s1.loss_bbox: 0.1218, s2.loss_cls: 0.0107, s2.acc: 98.4625, s2.loss_bbox: 0.0576, loss: 0.5157
2022-03-24 09:34:29,475 - mmdet - INFO - Epoch [16][310/336]	lr: 1.938e-06, eta: 2:27:19, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0683, s0.acc: 97.6212, s0.loss_bbox: 0.2507, s1.loss_cls: 0.0252, s1.acc: 98.2907, s1.loss_bbox: 0.1292, s2.loss_cls: 0.0125, s2.acc: 98.1852, s2.loss_bbox: 0.0593, loss: 0.5540
2022-03-24 09:34:37,060 - mmdet - INFO - Epoch [16][320/336]	lr: 1.938e-06, eta: 2:27:10, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0648, s0.acc: 97.6532, s0.loss_bbox: 0.2625, s1.loss_cls: 0.0235, s1.acc: 98.3587, s1.loss_bbox: 0.1362, s2.loss_cls: 0.0111, s2.acc: 98.3970, s2.loss_bbox: 0.0656, loss: 0.5728
2022-03-24 09:34:44,646 - mmdet - INFO - Epoch [16][330/336]	lr: 1.938e-06, eta: 2:27:01, time: 0.772, data_time: 0.023, memory: 15335, loss_rpn_cls: 0.0063, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0641, s0.acc: 97.7570, s0.loss_bbox: 0.2458, s1.loss_cls: 0.0233, s1.acc: 98.3697, s1.loss_bbox: 0.1254, s2.loss_cls: 0.0114, s2.acc: 98.3390, s2.loss_bbox: 0.0587, loss: 0.5384
2022-03-24 09:34:51,073 - mmdet - INFO - Saving checkpoint at 16 epochs
2022-03-24 09:35:28,314 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:35:28,604 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:35:28,604 - mmdet - INFO - Epoch(val) [16][336]	bbox_mAP: 0.0860, bbox_mAP_50: 0.1710, bbox_mAP_75: 0.0740, bbox_mAP_s: 0.0570, bbox_mAP_m: 0.1740, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.086 0.171 0.074 0.057 0.174 -1.000
2022-03-24 09:35:56,593 - mmdet - INFO - Epoch [17][10/336]	lr: 1.938e-06, eta: 2:27:17, time: 2.798, data_time: 1.911, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0646, s0.acc: 97.7478, s0.loss_bbox: 0.2406, s1.loss_cls: 0.0240, s1.acc: 98.3073, s1.loss_bbox: 0.1223, s2.loss_cls: 0.0111, s2.acc: 98.3532, s2.loss_bbox: 0.0563, loss: 0.5280
2022-03-24 09:36:03,898 - mmdet - INFO - Epoch [17][20/336]	lr: 1.938e-06, eta: 2:27:07, time: 0.730, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0616, s0.acc: 97.7982, s0.loss_bbox: 0.2457, s1.loss_cls: 0.0221, s1.acc: 98.4195, s1.loss_bbox: 0.1297, s2.loss_cls: 0.0108, s2.acc: 98.3547, s2.loss_bbox: 0.0618, loss: 0.5401
2022-03-24 09:36:11,215 - mmdet - INFO - Epoch [17][30/336]	lr: 1.938e-06, eta: 2:26:57, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0627, s0.acc: 97.7304, s0.loss_bbox: 0.2458, s1.loss_cls: 0.0236, s1.acc: 98.3129, s1.loss_bbox: 0.1303, s2.loss_cls: 0.0113, s2.acc: 98.3190, s2.loss_bbox: 0.0629, loss: 0.5451
2022-03-24 09:36:18,539 - mmdet - INFO - Epoch [17][40/336]	lr: 1.938e-06, eta: 2:26:47, time: 0.732, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0682, s0.acc: 97.4994, s0.loss_bbox: 0.2647, s1.loss_cls: 0.0252, s1.acc: 98.0984, s1.loss_bbox: 0.1405, s2.loss_cls: 0.0125, s2.acc: 98.1076, s2.loss_bbox: 0.0661, loss: 0.5869
2022-03-24 09:36:25,937 - mmdet - INFO - Epoch [17][50/336]	lr: 1.938e-06, eta: 2:26:37, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0637, s0.acc: 97.7472, s0.loss_bbox: 0.2490, s1.loss_cls: 0.0230, s1.acc: 98.4073, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0107, s2.acc: 98.4543, s2.loss_bbox: 0.0616, loss: 0.5443
2022-03-24 09:36:35,095 - mmdet - INFO - Epoch [17][60/336]	lr: 1.938e-06, eta: 2:26:31, time: 0.916, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0602, s0.acc: 97.8516, s0.loss_bbox: 0.2421, s1.loss_cls: 0.0216, s1.acc: 98.4543, s1.loss_bbox: 0.1270, s2.loss_cls: 0.0105, s2.acc: 98.4658, s2.loss_bbox: 0.0594, loss: 0.5297
2022-03-24 09:36:44,096 - mmdet - INFO - Epoch [17][70/336]	lr: 1.938e-06, eta: 2:26:24, time: 0.900, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0588, s0.acc: 97.9202, s0.loss_bbox: 0.2357, s1.loss_cls: 0.0213, s1.acc: 98.5161, s1.loss_bbox: 0.1214, s2.loss_cls: 0.0105, s2.acc: 98.4859, s2.loss_bbox: 0.0577, loss: 0.5136
2022-03-24 09:36:53,303 - mmdet - INFO - Epoch [17][80/336]	lr: 1.938e-06, eta: 2:26:17, time: 0.899, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0582, s0.acc: 98.0109, s0.loss_bbox: 0.2408, s1.loss_cls: 0.0209, s1.acc: 98.6080, s1.loss_bbox: 0.1247, s2.loss_cls: 0.0101, s2.acc: 98.5132, s2.loss_bbox: 0.0596, loss: 0.5221
2022-03-24 09:37:02,461 - mmdet - INFO - Epoch [17][90/336]	lr: 1.938e-06, eta: 2:26:11, time: 0.937, data_time: 0.038, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0634, s0.acc: 97.7811, s0.loss_bbox: 0.2352, s1.loss_cls: 0.0244, s1.acc: 98.3270, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0118, s2.acc: 98.3521, s2.loss_bbox: 0.0556, loss: 0.5209
2022-03-24 09:37:11,869 - mmdet - INFO - Epoch [17][100/336]	lr: 1.938e-06, eta: 2:26:05, time: 0.941, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0579, s0.acc: 98.0090, s0.loss_bbox: 0.2256, s1.loss_cls: 0.0213, s1.acc: 98.5427, s1.loss_bbox: 0.1172, s2.loss_cls: 0.0104, s2.acc: 98.5070, s2.loss_bbox: 0.0544, loss: 0.4961
2022-03-24 09:37:20,450 - mmdet - INFO - Epoch [17][110/336]	lr: 1.938e-06, eta: 2:25:58, time: 0.864, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0563, s0.acc: 98.0444, s0.loss_bbox: 0.2214, s1.loss_cls: 0.0199, s1.acc: 98.6320, s1.loss_bbox: 0.1141, s2.loss_cls: 0.0098, s2.acc: 98.6219, s2.loss_bbox: 0.0540, loss: 0.4842
2022-03-24 09:37:27,775 - mmdet - INFO - Epoch [17][120/336]	lr: 1.938e-06, eta: 2:25:48, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0540, s0.acc: 98.0896, s0.loss_bbox: 0.2286, s1.loss_cls: 0.0184, s1.acc: 98.7185, s1.loss_bbox: 0.1181, s2.loss_cls: 0.0091, s2.acc: 98.6454, s2.loss_bbox: 0.0561, loss: 0.4924
2022-03-24 09:37:35,141 - mmdet - INFO - Epoch [17][130/336]	lr: 1.938e-06, eta: 2:25:38, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0539, s0.acc: 98.1494, s0.loss_bbox: 0.2210, s1.loss_cls: 0.0189, s1.acc: 98.7405, s1.loss_bbox: 0.1134, s2.loss_cls: 0.0090, s2.acc: 98.7359, s2.loss_bbox: 0.0536, loss: 0.4796
2022-03-24 09:37:42,511 - mmdet - INFO - Epoch [17][140/336]	lr: 1.938e-06, eta: 2:25:28, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0605, s0.acc: 97.8622, s0.loss_bbox: 0.2462, s1.loss_cls: 0.0227, s1.acc: 98.3716, s1.loss_bbox: 0.1270, s2.loss_cls: 0.0113, s2.acc: 98.2846, s2.loss_bbox: 0.0595, loss: 0.5379
2022-03-24 09:37:49,872 - mmdet - INFO - Epoch [17][150/336]	lr: 1.938e-06, eta: 2:25:18, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0554, s0.acc: 98.0441, s0.loss_bbox: 0.2316, s1.loss_cls: 0.0206, s1.acc: 98.5558, s1.loss_bbox: 0.1192, s2.loss_cls: 0.0102, s2.acc: 98.5357, s2.loss_bbox: 0.0561, loss: 0.5009
2022-03-24 09:37:57,407 - mmdet - INFO - Epoch [17][160/336]	lr: 1.938e-06, eta: 2:25:09, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0553, s0.acc: 98.0057, s0.loss_bbox: 0.2283, s1.loss_cls: 0.0199, s1.acc: 98.5559, s1.loss_bbox: 0.1171, s2.loss_cls: 0.0100, s2.acc: 98.5222, s2.loss_bbox: 0.0551, loss: 0.4940
2022-03-24 09:38:04,797 - mmdet - INFO - Epoch [17][170/336]	lr: 1.938e-06, eta: 2:24:59, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0615, s0.acc: 97.7435, s0.loss_bbox: 0.2534, s1.loss_cls: 0.0233, s1.acc: 98.3057, s1.loss_bbox: 0.1310, s2.loss_cls: 0.0117, s2.acc: 98.2751, s2.loss_bbox: 0.0608, loss: 0.5513
2022-03-24 09:38:12,387 - mmdet - INFO - Epoch [17][180/336]	lr: 1.938e-06, eta: 2:24:49, time: 0.756, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0696, s0.acc: 97.5687, s0.loss_bbox: 0.2632, s1.loss_cls: 0.0262, s1.acc: 98.1940, s1.loss_bbox: 0.1362, s2.loss_cls: 0.0126, s2.acc: 98.2008, s2.loss_bbox: 0.0633, loss: 0.5805
2022-03-24 09:38:20,135 - mmdet - INFO - Epoch [17][190/336]	lr: 1.938e-06, eta: 2:24:40, time: 0.778, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0593, s0.acc: 97.8836, s0.loss_bbox: 0.2318, s1.loss_cls: 0.0224, s1.acc: 98.4267, s1.loss_bbox: 0.1218, s2.loss_cls: 0.0107, s2.acc: 98.4361, s2.loss_bbox: 0.0573, loss: 0.5112
2022-03-24 09:38:28,117 - mmdet - INFO - Epoch [17][200/336]	lr: 1.938e-06, eta: 2:24:32, time: 0.798, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0564, s0.acc: 97.9120, s0.loss_bbox: 0.2350, s1.loss_cls: 0.0204, s1.acc: 98.4877, s1.loss_bbox: 0.1233, s2.loss_cls: 0.0102, s2.acc: 98.4621, s2.loss_bbox: 0.0585, loss: 0.5120
2022-03-24 09:38:35,794 - mmdet - INFO - Epoch [17][210/336]	lr: 1.938e-06, eta: 2:24:22, time: 0.767, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0589, s0.acc: 97.9803, s0.loss_bbox: 0.2316, s1.loss_cls: 0.0211, s1.acc: 98.6086, s1.loss_bbox: 0.1192, s2.loss_cls: 0.0099, s2.acc: 98.5760, s2.loss_bbox: 0.0563, loss: 0.5060
2022-03-24 09:38:43,154 - mmdet - INFO - Epoch [17][220/336]	lr: 1.938e-06, eta: 2:24:13, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0564, s0.acc: 97.9654, s0.loss_bbox: 0.2324, s1.loss_cls: 0.0205, s1.acc: 98.5141, s1.loss_bbox: 0.1223, s2.loss_cls: 0.0102, s2.acc: 98.4269, s2.loss_bbox: 0.0572, loss: 0.5080
2022-03-24 09:38:50,603 - mmdet - INFO - Epoch [17][230/336]	lr: 1.938e-06, eta: 2:24:03, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0039, s0.loss_cls: 0.0641, s0.acc: 97.6642, s0.loss_bbox: 0.2477, s1.loss_cls: 0.0240, s1.acc: 98.2640, s1.loss_bbox: 0.1274, s2.loss_cls: 0.0113, s2.acc: 98.2882, s2.loss_bbox: 0.0597, loss: 0.5441
2022-03-24 09:38:57,937 - mmdet - INFO - Epoch [17][240/336]	lr: 1.938e-06, eta: 2:23:53, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0643, s0.acc: 97.7786, s0.loss_bbox: 0.2402, s1.loss_cls: 0.0235, s1.acc: 98.4028, s1.loss_bbox: 0.1246, s2.loss_cls: 0.0114, s2.acc: 98.3980, s2.loss_bbox: 0.0594, loss: 0.5324
2022-03-24 09:39:05,389 - mmdet - INFO - Epoch [17][250/336]	lr: 1.938e-06, eta: 2:23:43, time: 0.745, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0066, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0717, s0.acc: 97.5775, s0.loss_bbox: 0.2566, s1.loss_cls: 0.0267, s1.acc: 98.2557, s1.loss_bbox: 0.1313, s2.loss_cls: 0.0121, s2.acc: 98.2912, s2.loss_bbox: 0.0612, loss: 0.5698
2022-03-24 09:39:12,896 - mmdet - INFO - Epoch [17][260/336]	lr: 1.938e-06, eta: 2:23:34, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0609, s0.acc: 97.8149, s0.loss_bbox: 0.2388, s1.loss_cls: 0.0223, s1.acc: 98.4067, s1.loss_bbox: 0.1266, s2.loss_cls: 0.0114, s2.acc: 98.2696, s2.loss_bbox: 0.0594, loss: 0.5278
2022-03-24 09:39:20,344 - mmdet - INFO - Epoch [17][270/336]	lr: 1.938e-06, eta: 2:23:24, time: 0.745, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0621, s0.acc: 97.8439, s0.loss_bbox: 0.2393, s1.loss_cls: 0.0218, s1.acc: 98.5138, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0102, s2.acc: 98.5583, s2.loss_bbox: 0.0599, loss: 0.5268
2022-03-24 09:39:27,916 - mmdet - INFO - Epoch [17][280/336]	lr: 1.938e-06, eta: 2:23:15, time: 0.757, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0585, s0.acc: 97.8760, s0.loss_bbox: 0.2419, s1.loss_cls: 0.0212, s1.acc: 98.5125, s1.loss_bbox: 0.1283, s2.loss_cls: 0.0108, s2.acc: 98.3607, s2.loss_bbox: 0.0609, loss: 0.5294
2022-03-24 09:39:35,712 - mmdet - INFO - Epoch [17][290/336]	lr: 1.938e-06, eta: 2:23:06, time: 0.779, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0654, s0.acc: 97.7277, s0.loss_bbox: 0.2493, s1.loss_cls: 0.0249, s1.acc: 98.2631, s1.loss_bbox: 0.1319, s2.loss_cls: 0.0118, s2.acc: 98.3084, s2.loss_bbox: 0.0622, loss: 0.5540
2022-03-24 09:39:44,980 - mmdet - INFO - Epoch [17][300/336]	lr: 1.938e-06, eta: 2:23:00, time: 0.927, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0669, s0.acc: 97.6990, s0.loss_bbox: 0.2544, s1.loss_cls: 0.0253, s1.acc: 98.2582, s1.loss_bbox: 0.1301, s2.loss_cls: 0.0121, s2.acc: 98.1633, s2.loss_bbox: 0.0607, loss: 0.5596
2022-03-24 09:39:52,378 - mmdet - INFO - Epoch [17][310/336]	lr: 1.938e-06, eta: 2:22:50, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0620, s0.acc: 97.8381, s0.loss_bbox: 0.2427, s1.loss_cls: 0.0228, s1.acc: 98.4193, s1.loss_bbox: 0.1241, s2.loss_cls: 0.0111, s2.acc: 98.3689, s2.loss_bbox: 0.0575, loss: 0.5298
2022-03-24 09:39:59,732 - mmdet - INFO - Epoch [17][320/336]	lr: 1.938e-06, eta: 2:22:40, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0586, s0.acc: 97.9437, s0.loss_bbox: 0.2440, s1.loss_cls: 0.0213, s1.acc: 98.5232, s1.loss_bbox: 0.1267, s2.loss_cls: 0.0106, s2.acc: 98.4351, s2.loss_bbox: 0.0596, loss: 0.5293
2022-03-24 09:40:07,075 - mmdet - INFO - Epoch [17][330/336]	lr: 1.938e-06, eta: 2:22:30, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0661, s0.acc: 97.7405, s0.loss_bbox: 0.2481, s1.loss_cls: 0.0253, s1.acc: 98.3357, s1.loss_bbox: 0.1277, s2.loss_cls: 0.0114, s2.acc: 98.4013, s2.loss_bbox: 0.0598, loss: 0.5482
2022-03-24 09:40:34,868 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:40:35,160 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:40:35,160 - mmdet - INFO - Epoch(val) [17][336]	bbox_mAP: 0.1260, bbox_mAP_50: 0.2240, bbox_mAP_75: 0.1360, bbox_mAP_s: 0.1030, bbox_mAP_m: 0.1910, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.126 0.224 0.136 0.103 0.191 -1.000
2022-03-24 09:41:03,028 - mmdet - INFO - Epoch [18][10/336]	lr: 1.938e-06, eta: 2:22:44, time: 2.785, data_time: 1.915, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0580, s0.acc: 97.8149, s0.loss_bbox: 0.2443, s1.loss_cls: 0.0208, s1.acc: 98.4600, s1.loss_bbox: 0.1295, s2.loss_cls: 0.0104, s2.acc: 98.3849, s2.loss_bbox: 0.0619, loss: 0.5331
2022-03-24 09:41:11,542 - mmdet - INFO - Epoch [18][20/336]	lr: 1.938e-06, eta: 2:22:36, time: 0.844, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0614, s0.acc: 97.8973, s0.loss_bbox: 0.2330, s1.loss_cls: 0.0234, s1.acc: 98.3765, s1.loss_bbox: 0.1200, s2.loss_cls: 0.0108, s2.acc: 98.4231, s2.loss_bbox: 0.0573, loss: 0.5150
2022-03-24 09:41:19,618 - mmdet - INFO - Epoch [18][30/336]	lr: 1.938e-06, eta: 2:22:28, time: 0.815, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0576, s0.acc: 97.8784, s0.loss_bbox: 0.2410, s1.loss_cls: 0.0207, s1.acc: 98.5287, s1.loss_bbox: 0.1278, s2.loss_cls: 0.0104, s2.acc: 98.4165, s2.loss_bbox: 0.0613, loss: 0.5265
2022-03-24 09:41:27,581 - mmdet - INFO - Epoch [18][40/336]	lr: 1.938e-06, eta: 2:22:19, time: 0.796, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0641, s0.acc: 97.7567, s0.loss_bbox: 0.2420, s1.loss_cls: 0.0231, s1.acc: 98.4266, s1.loss_bbox: 0.1261, s2.loss_cls: 0.0111, s2.acc: 98.3688, s2.loss_bbox: 0.0602, loss: 0.5355
2022-03-24 09:41:36,271 - mmdet - INFO - Epoch [18][50/336]	lr: 1.938e-06, eta: 2:22:12, time: 0.870, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0538, s0.acc: 98.0533, s0.loss_bbox: 0.2243, s1.loss_cls: 0.0199, s1.acc: 98.5881, s1.loss_bbox: 0.1180, s2.loss_cls: 0.0098, s2.acc: 98.4733, s2.loss_bbox: 0.0566, loss: 0.4908
2022-03-24 09:41:44,352 - mmdet - INFO - Epoch [18][60/336]	lr: 1.938e-06, eta: 2:22:03, time: 0.801, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0632, s0.acc: 97.8091, s0.loss_bbox: 0.2404, s1.loss_cls: 0.0227, s1.acc: 98.4158, s1.loss_bbox: 0.1246, s2.loss_cls: 0.0109, s2.acc: 98.3635, s2.loss_bbox: 0.0591, loss: 0.5292
2022-03-24 09:41:53,410 - mmdet - INFO - Epoch [18][70/336]	lr: 1.938e-06, eta: 2:21:56, time: 0.906, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0632, s0.acc: 97.7338, s0.loss_bbox: 0.2387, s1.loss_cls: 0.0241, s1.acc: 98.2818, s1.loss_bbox: 0.1235, s2.loss_cls: 0.0118, s2.acc: 98.1876, s2.loss_bbox: 0.0574, loss: 0.5281
2022-03-24 09:42:02,226 - mmdet - INFO - Epoch [18][80/336]	lr: 1.938e-06, eta: 2:21:49, time: 0.889, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0601, s0.acc: 97.9126, s0.loss_bbox: 0.2378, s1.loss_cls: 0.0216, s1.acc: 98.5006, s1.loss_bbox: 0.1258, s2.loss_cls: 0.0105, s2.acc: 98.4569, s2.loss_bbox: 0.0600, loss: 0.5240
2022-03-24 09:42:10,825 - mmdet - INFO - Epoch [18][90/336]	lr: 1.938e-06, eta: 2:21:42, time: 0.861, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0038, s0.loss_cls: 0.0680, s0.acc: 97.7051, s0.loss_bbox: 0.2539, s1.loss_cls: 0.0243, s1.acc: 98.3639, s1.loss_bbox: 0.1295, s2.loss_cls: 0.0109, s2.acc: 98.4563, s2.loss_bbox: 0.0598, loss: 0.5569
2022-03-24 09:42:19,292 - mmdet - INFO - Epoch [18][100/336]	lr: 1.938e-06, eta: 2:21:34, time: 0.845, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0589, s0.acc: 97.9547, s0.loss_bbox: 0.2364, s1.loss_cls: 0.0213, s1.acc: 98.5216, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0103, s2.acc: 98.5688, s2.loss_bbox: 0.0572, loss: 0.5142
2022-03-24 09:42:26,810 - mmdet - INFO - Epoch [18][110/336]	lr: 1.938e-06, eta: 2:21:24, time: 0.752, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0585, s0.acc: 97.9129, s0.loss_bbox: 0.2418, s1.loss_cls: 0.0214, s1.acc: 98.4779, s1.loss_bbox: 0.1279, s2.loss_cls: 0.0102, s2.acc: 98.4072, s2.loss_bbox: 0.0617, loss: 0.5299
2022-03-24 09:42:34,706 - mmdet - INFO - Epoch [18][120/336]	lr: 1.938e-06, eta: 2:21:16, time: 0.790, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0612, s0.acc: 97.7948, s0.loss_bbox: 0.2364, s1.loss_cls: 0.0221, s1.acc: 98.4713, s1.loss_bbox: 0.1265, s2.loss_cls: 0.0111, s2.acc: 98.3648, s2.loss_bbox: 0.0610, loss: 0.5267
2022-03-24 09:42:42,841 - mmdet - INFO - Epoch [18][130/336]	lr: 1.938e-06, eta: 2:21:07, time: 0.805, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0592, s0.acc: 97.9358, s0.loss_bbox: 0.2292, s1.loss_cls: 0.0210, s1.acc: 98.5161, s1.loss_bbox: 0.1191, s2.loss_cls: 0.0102, s2.acc: 98.5032, s2.loss_bbox: 0.0573, loss: 0.5053
2022-03-24 09:42:50,825 - mmdet - INFO - Epoch [18][140/336]	lr: 1.938e-06, eta: 2:20:58, time: 0.806, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0630, s0.acc: 97.8275, s0.loss_bbox: 0.2466, s1.loss_cls: 0.0232, s1.acc: 98.3976, s1.loss_bbox: 0.1272, s2.loss_cls: 0.0112, s2.acc: 98.3873, s2.loss_bbox: 0.0597, loss: 0.5401
2022-03-24 09:42:59,636 - mmdet - INFO - Epoch [18][150/336]	lr: 1.938e-06, eta: 2:20:51, time: 0.873, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0618, s0.acc: 97.8174, s0.loss_bbox: 0.2400, s1.loss_cls: 0.0231, s1.acc: 98.3435, s1.loss_bbox: 0.1236, s2.loss_cls: 0.0111, s2.acc: 98.3546, s2.loss_bbox: 0.0583, loss: 0.5264
2022-03-24 09:43:08,272 - mmdet - INFO - Epoch [18][160/336]	lr: 1.938e-06, eta: 2:20:44, time: 0.871, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0646, s0.acc: 97.7429, s0.loss_bbox: 0.2478, s1.loss_cls: 0.0233, s1.acc: 98.3775, s1.loss_bbox: 0.1272, s2.loss_cls: 0.0112, s2.acc: 98.3742, s2.loss_bbox: 0.0604, loss: 0.5436
2022-03-24 09:43:15,639 - mmdet - INFO - Epoch [18][170/336]	lr: 1.938e-06, eta: 2:20:34, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0610, s0.acc: 97.8763, s0.loss_bbox: 0.2442, s1.loss_cls: 0.0220, s1.acc: 98.4997, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0108, s2.acc: 98.4683, s2.loss_bbox: 0.0584, loss: 0.5298
2022-03-24 09:43:24,215 - mmdet - INFO - Epoch [18][180/336]	lr: 1.938e-06, eta: 2:20:26, time: 0.857, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0627, s0.acc: 97.7786, s0.loss_bbox: 0.2507, s1.loss_cls: 0.0223, s1.acc: 98.4881, s1.loss_bbox: 0.1314, s2.loss_cls: 0.0112, s2.acc: 98.3635, s2.loss_bbox: 0.0622, loss: 0.5495
2022-03-24 09:43:31,594 - mmdet - INFO - Epoch [18][190/336]	lr: 1.938e-06, eta: 2:20:17, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0603, s0.acc: 97.9599, s0.loss_bbox: 0.2380, s1.loss_cls: 0.0214, s1.acc: 98.5250, s1.loss_bbox: 0.1231, s2.loss_cls: 0.0100, s2.acc: 98.5494, s2.loss_bbox: 0.0580, loss: 0.5207
2022-03-24 09:43:38,937 - mmdet - INFO - Epoch [18][200/336]	lr: 1.938e-06, eta: 2:20:07, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0567, s0.acc: 98.0115, s0.loss_bbox: 0.2268, s1.loss_cls: 0.0201, s1.acc: 98.6096, s1.loss_bbox: 0.1198, s2.loss_cls: 0.0103, s2.acc: 98.5315, s2.loss_bbox: 0.0573, loss: 0.4997
2022-03-24 09:43:47,562 - mmdet - INFO - Epoch [18][210/336]	lr: 1.938e-06, eta: 2:19:59, time: 0.855, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0592, s0.acc: 97.8577, s0.loss_bbox: 0.2440, s1.loss_cls: 0.0225, s1.acc: 98.3579, s1.loss_bbox: 0.1264, s2.loss_cls: 0.0115, s2.acc: 98.2446, s2.loss_bbox: 0.0602, loss: 0.5329
2022-03-24 09:43:56,110 - mmdet - INFO - Epoch [18][220/336]	lr: 1.938e-06, eta: 2:19:52, time: 0.862, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0591, s0.acc: 97.9889, s0.loss_bbox: 0.2309, s1.loss_cls: 0.0215, s1.acc: 98.5046, s1.loss_bbox: 0.1195, s2.loss_cls: 0.0101, s2.acc: 98.5083, s2.loss_bbox: 0.0571, loss: 0.5067
2022-03-24 09:44:03,628 - mmdet - INFO - Epoch [18][230/336]	lr: 1.938e-06, eta: 2:19:42, time: 0.752, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0532, s0.acc: 98.1656, s0.loss_bbox: 0.2152, s1.loss_cls: 0.0195, s1.acc: 98.6889, s1.loss_bbox: 0.1140, s2.loss_cls: 0.0097, s2.acc: 98.6171, s2.loss_bbox: 0.0547, loss: 0.4750
2022-03-24 09:44:11,111 - mmdet - INFO - Epoch [18][240/336]	lr: 1.938e-06, eta: 2:19:33, time: 0.748, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0573, s0.acc: 98.0316, s0.loss_bbox: 0.2215, s1.loss_cls: 0.0215, s1.acc: 98.5553, s1.loss_bbox: 0.1110, s2.loss_cls: 0.0099, s2.acc: 98.6318, s2.loss_bbox: 0.0518, loss: 0.4821
2022-03-24 09:44:18,764 - mmdet - INFO - Epoch [18][250/336]	lr: 1.938e-06, eta: 2:19:23, time: 0.765, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0593, s0.acc: 98.0048, s0.loss_bbox: 0.2215, s1.loss_cls: 0.0222, s1.acc: 98.5157, s1.loss_bbox: 0.1142, s2.loss_cls: 0.0103, s2.acc: 98.5749, s2.loss_bbox: 0.0544, loss: 0.4899
2022-03-24 09:44:27,956 - mmdet - INFO - Epoch [18][260/336]	lr: 1.938e-06, eta: 2:19:17, time: 0.912, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0631, s0.acc: 97.7417, s0.loss_bbox: 0.2469, s1.loss_cls: 0.0235, s1.acc: 98.3002, s1.loss_bbox: 0.1276, s2.loss_cls: 0.0114, s2.acc: 98.2888, s2.loss_bbox: 0.0601, loss: 0.5414
2022-03-24 09:44:37,003 - mmdet - INFO - Epoch [18][270/336]	lr: 1.938e-06, eta: 2:19:10, time: 0.905, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0604, s0.acc: 97.9099, s0.loss_bbox: 0.2405, s1.loss_cls: 0.0222, s1.acc: 98.4775, s1.loss_bbox: 0.1254, s2.loss_cls: 0.0104, s2.acc: 98.5098, s2.loss_bbox: 0.0593, loss: 0.5268
2022-03-24 09:44:45,996 - mmdet - INFO - Epoch [18][280/336]	lr: 1.938e-06, eta: 2:19:03, time: 0.900, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0612, s0.acc: 97.8299, s0.loss_bbox: 0.2422, s1.loss_cls: 0.0221, s1.acc: 98.4390, s1.loss_bbox: 0.1285, s2.loss_cls: 0.0102, s2.acc: 98.4665, s2.loss_bbox: 0.0616, loss: 0.5343
2022-03-24 09:44:54,354 - mmdet - INFO - Epoch [18][290/336]	lr: 1.938e-06, eta: 2:18:55, time: 0.842, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0584, s0.acc: 97.9727, s0.loss_bbox: 0.2331, s1.loss_cls: 0.0211, s1.acc: 98.5750, s1.loss_bbox: 0.1198, s2.loss_cls: 0.0101, s2.acc: 98.5735, s2.loss_bbox: 0.0565, loss: 0.5083
2022-03-24 09:45:01,675 - mmdet - INFO - Epoch [18][300/336]	lr: 1.938e-06, eta: 2:18:45, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0590, s0.acc: 97.9794, s0.loss_bbox: 0.2311, s1.loss_cls: 0.0219, s1.acc: 98.5020, s1.loss_bbox: 0.1205, s2.loss_cls: 0.0101, s2.acc: 98.5345, s2.loss_bbox: 0.0574, loss: 0.5094
2022-03-24 09:45:09,345 - mmdet - INFO - Epoch [18][310/336]	lr: 1.938e-06, eta: 2:18:36, time: 0.767, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0588, s0.acc: 98.0563, s0.loss_bbox: 0.2278, s1.loss_cls: 0.0209, s1.acc: 98.6228, s1.loss_bbox: 0.1185, s2.loss_cls: 0.0104, s2.acc: 98.5861, s2.loss_bbox: 0.0569, loss: 0.5024
2022-03-24 09:45:16,697 - mmdet - INFO - Epoch [18][320/336]	lr: 1.938e-06, eta: 2:18:26, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0524, s0.acc: 98.0560, s0.loss_bbox: 0.2313, s1.loss_cls: 0.0177, s1.acc: 98.6534, s1.loss_bbox: 0.1228, s2.loss_cls: 0.0097, s2.acc: 98.5338, s2.loss_bbox: 0.0592, loss: 0.5008
2022-03-24 09:45:24,082 - mmdet - INFO - Epoch [18][330/336]	lr: 1.938e-06, eta: 2:18:17, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0632, s0.acc: 97.7667, s0.loss_bbox: 0.2476, s1.loss_cls: 0.0228, s1.acc: 98.4404, s1.loss_bbox: 0.1301, s2.loss_cls: 0.0110, s2.acc: 98.3323, s2.loss_bbox: 0.0618, loss: 0.5448
2022-03-24 09:45:49,656 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:45:49,944 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:45:49,944 - mmdet - INFO - Epoch(val) [18][336]	bbox_mAP: 0.1110, bbox_mAP_50: 0.1960, bbox_mAP_75: 0.1140, bbox_mAP_s: 0.0900, bbox_mAP_m: 0.1820, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.111 0.196 0.114 0.090 0.182 -1.000
2022-03-24 09:46:17,504 - mmdet - INFO - Epoch [19][10/336]	lr: 1.938e-06, eta: 2:18:28, time: 2.754, data_time: 1.971, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0604, s0.acc: 97.8610, s0.loss_bbox: 0.2369, s1.loss_cls: 0.0223, s1.acc: 98.4102, s1.loss_bbox: 0.1229, s2.loss_cls: 0.0108, s2.acc: 98.4226, s2.loss_bbox: 0.0581, loss: 0.5205
2022-03-24 09:46:25,358 - mmdet - INFO - Epoch [19][20/336]	lr: 1.938e-06, eta: 2:18:19, time: 0.785, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0552, s0.acc: 98.0133, s0.loss_bbox: 0.2309, s1.loss_cls: 0.0201, s1.acc: 98.5592, s1.loss_bbox: 0.1207, s2.loss_cls: 0.0097, s2.acc: 98.5461, s2.loss_bbox: 0.0573, loss: 0.5013
2022-03-24 09:46:32,751 - mmdet - INFO - Epoch [19][30/336]	lr: 1.938e-06, eta: 2:18:09, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0583, s0.acc: 97.9449, s0.loss_bbox: 0.2330, s1.loss_cls: 0.0213, s1.acc: 98.4778, s1.loss_bbox: 0.1200, s2.loss_cls: 0.0102, s2.acc: 98.5393, s2.loss_bbox: 0.0571, loss: 0.5090
2022-03-24 09:46:40,145 - mmdet - INFO - Epoch [19][40/336]	lr: 1.938e-06, eta: 2:17:59, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0604, s0.acc: 97.8915, s0.loss_bbox: 0.2322, s1.loss_cls: 0.0223, s1.acc: 98.4457, s1.loss_bbox: 0.1215, s2.loss_cls: 0.0107, s2.acc: 98.4391, s2.loss_bbox: 0.0579, loss: 0.5141
2022-03-24 09:46:47,676 - mmdet - INFO - Epoch [19][50/336]	lr: 1.938e-06, eta: 2:17:50, time: 0.753, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0665, s0.acc: 97.7850, s0.loss_bbox: 0.2450, s1.loss_cls: 0.0250, s1.acc: 98.3695, s1.loss_bbox: 0.1246, s2.loss_cls: 0.0115, s2.acc: 98.3561, s2.loss_bbox: 0.0569, loss: 0.5387
2022-03-24 09:46:55,272 - mmdet - INFO - Epoch [19][60/336]	lr: 1.938e-06, eta: 2:17:41, time: 0.760, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0621, s0.acc: 97.8912, s0.loss_bbox: 0.2444, s1.loss_cls: 0.0217, s1.acc: 98.5203, s1.loss_bbox: 0.1265, s2.loss_cls: 0.0102, s2.acc: 98.5520, s2.loss_bbox: 0.0597, loss: 0.5337
2022-03-24 09:47:02,645 - mmdet - INFO - Epoch [19][70/336]	lr: 1.938e-06, eta: 2:17:31, time: 0.737, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0612, s0.acc: 97.8555, s0.loss_bbox: 0.2420, s1.loss_cls: 0.0220, s1.acc: 98.4806, s1.loss_bbox: 0.1283, s2.loss_cls: 0.0106, s2.acc: 98.4234, s2.loss_bbox: 0.0612, loss: 0.5339
2022-03-24 09:47:10,093 - mmdet - INFO - Epoch [19][80/336]	lr: 1.938e-06, eta: 2:17:21, time: 0.745, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0595, s0.acc: 97.8378, s0.loss_bbox: 0.2486, s1.loss_cls: 0.0212, s1.acc: 98.5100, s1.loss_bbox: 0.1312, s2.loss_cls: 0.0103, s2.acc: 98.5086, s2.loss_bbox: 0.0624, loss: 0.5406
2022-03-24 09:47:17,471 - mmdet - INFO - Epoch [19][90/336]	lr: 1.938e-06, eta: 2:17:12, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0599, s0.acc: 97.8683, s0.loss_bbox: 0.2464, s1.loss_cls: 0.0216, s1.acc: 98.5212, s1.loss_bbox: 0.1300, s2.loss_cls: 0.0106, s2.acc: 98.4608, s2.loss_bbox: 0.0620, loss: 0.5389
2022-03-24 09:47:25,122 - mmdet - INFO - Epoch [19][100/336]	lr: 1.938e-06, eta: 2:17:03, time: 0.765, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0617, s0.acc: 97.8275, s0.loss_bbox: 0.2523, s1.loss_cls: 0.0227, s1.acc: 98.4059, s1.loss_bbox: 0.1328, s2.loss_cls: 0.0109, s2.acc: 98.3495, s2.loss_bbox: 0.0628, loss: 0.5515
2022-03-24 09:47:33,173 - mmdet - INFO - Epoch [19][110/336]	lr: 1.938e-06, eta: 2:16:54, time: 0.785, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0583, s0.acc: 97.9532, s0.loss_bbox: 0.2462, s1.loss_cls: 0.0208, s1.acc: 98.5654, s1.loss_bbox: 0.1284, s2.loss_cls: 0.0101, s2.acc: 98.4283, s2.loss_bbox: 0.0612, loss: 0.5327
2022-03-24 09:47:40,817 - mmdet - INFO - Epoch [19][120/336]	lr: 1.938e-06, eta: 2:16:45, time: 0.784, data_time: 0.029, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0604, s0.acc: 97.9144, s0.loss_bbox: 0.2395, s1.loss_cls: 0.0221, s1.acc: 98.4895, s1.loss_bbox: 0.1258, s2.loss_cls: 0.0103, s2.acc: 98.5445, s2.loss_bbox: 0.0596, loss: 0.5256
2022-03-24 09:47:48,216 - mmdet - INFO - Epoch [19][130/336]	lr: 1.938e-06, eta: 2:16:35, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0570, s0.acc: 97.9831, s0.loss_bbox: 0.2382, s1.loss_cls: 0.0203, s1.acc: 98.5702, s1.loss_bbox: 0.1229, s2.loss_cls: 0.0101, s2.acc: 98.5617, s2.loss_bbox: 0.0584, loss: 0.5152
2022-03-24 09:47:55,609 - mmdet - INFO - Epoch [19][140/336]	lr: 1.938e-06, eta: 2:16:26, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0578, s0.acc: 97.9498, s0.loss_bbox: 0.2427, s1.loss_cls: 0.0217, s1.acc: 98.4928, s1.loss_bbox: 0.1279, s2.loss_cls: 0.0103, s2.acc: 98.4948, s2.loss_bbox: 0.0606, loss: 0.5293
2022-03-24 09:48:03,017 - mmdet - INFO - Epoch [19][150/336]	lr: 1.938e-06, eta: 2:16:16, time: 0.741, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0614, s0.acc: 97.7655, s0.loss_bbox: 0.2448, s1.loss_cls: 0.0225, s1.acc: 98.4578, s1.loss_bbox: 0.1275, s2.loss_cls: 0.0106, s2.acc: 98.4562, s2.loss_bbox: 0.0603, loss: 0.5348
2022-03-24 09:48:10,573 - mmdet - INFO - Epoch [19][160/336]	lr: 1.938e-06, eta: 2:16:07, time: 0.755, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0665, s0.acc: 97.6917, s0.loss_bbox: 0.2459, s1.loss_cls: 0.0245, s1.acc: 98.2791, s1.loss_bbox: 0.1276, s2.loss_cls: 0.0119, s2.acc: 98.2769, s2.loss_bbox: 0.0604, loss: 0.5460
2022-03-24 09:48:17,971 - mmdet - INFO - Epoch [19][170/336]	lr: 1.938e-06, eta: 2:15:57, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0581, s0.acc: 97.9428, s0.loss_bbox: 0.2361, s1.loss_cls: 0.0208, s1.acc: 98.5039, s1.loss_bbox: 0.1227, s2.loss_cls: 0.0102, s2.acc: 98.4202, s2.loss_bbox: 0.0586, loss: 0.5143
2022-03-24 09:48:25,346 - mmdet - INFO - Epoch [19][180/336]	lr: 1.938e-06, eta: 2:15:48, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0612, s0.acc: 97.8680, s0.loss_bbox: 0.2408, s1.loss_cls: 0.0220, s1.acc: 98.5195, s1.loss_bbox: 0.1245, s2.loss_cls: 0.0101, s2.acc: 98.5857, s2.loss_bbox: 0.0594, loss: 0.5265
2022-03-24 09:48:32,733 - mmdet - INFO - Epoch [19][190/336]	lr: 1.938e-06, eta: 2:15:38, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0554, s0.acc: 97.9446, s0.loss_bbox: 0.2392, s1.loss_cls: 0.0200, s1.acc: 98.5613, s1.loss_bbox: 0.1280, s2.loss_cls: 0.0101, s2.acc: 98.4993, s2.loss_bbox: 0.0611, loss: 0.5212
2022-03-24 09:48:40,303 - mmdet - INFO - Epoch [19][200/336]	lr: 1.938e-06, eta: 2:15:29, time: 0.757, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0602, s0.acc: 97.9034, s0.loss_bbox: 0.2441, s1.loss_cls: 0.0207, s1.acc: 98.6191, s1.loss_bbox: 0.1289, s2.loss_cls: 0.0098, s2.acc: 98.6886, s2.loss_bbox: 0.0620, loss: 0.5338
2022-03-24 09:48:48,393 - mmdet - INFO - Epoch [19][210/336]	lr: 1.938e-06, eta: 2:15:20, time: 0.809, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0613, s0.acc: 97.8519, s0.loss_bbox: 0.2501, s1.loss_cls: 0.0220, s1.acc: 98.5018, s1.loss_bbox: 0.1310, s2.loss_cls: 0.0106, s2.acc: 98.4653, s2.loss_bbox: 0.0622, loss: 0.5457
2022-03-24 09:48:57,099 - mmdet - INFO - Epoch [19][220/336]	lr: 1.938e-06, eta: 2:15:13, time: 0.864, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0618, s0.acc: 97.8357, s0.loss_bbox: 0.2398, s1.loss_cls: 0.0229, s1.acc: 98.3885, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0103, s2.acc: 98.4558, s2.loss_bbox: 0.0588, loss: 0.5269
2022-03-24 09:49:05,029 - mmdet - INFO - Epoch [19][230/336]	lr: 1.938e-06, eta: 2:15:04, time: 0.799, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0680, s0.acc: 97.6892, s0.loss_bbox: 0.2514, s1.loss_cls: 0.0265, s1.acc: 98.2100, s1.loss_bbox: 0.1297, s2.loss_cls: 0.0123, s2.acc: 98.2613, s2.loss_bbox: 0.0597, loss: 0.5569
2022-03-24 09:49:12,355 - mmdet - INFO - Epoch [19][240/336]	lr: 1.938e-06, eta: 2:14:54, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0626, s0.acc: 97.7875, s0.loss_bbox: 0.2399, s1.loss_cls: 0.0238, s1.acc: 98.3326, s1.loss_bbox: 0.1260, s2.loss_cls: 0.0115, s2.acc: 98.3086, s2.loss_bbox: 0.0594, loss: 0.5320
2022-03-24 09:49:19,690 - mmdet - INFO - Epoch [19][250/336]	lr: 1.938e-06, eta: 2:14:45, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0589, s0.acc: 97.9688, s0.loss_bbox: 0.2368, s1.loss_cls: 0.0212, s1.acc: 98.5415, s1.loss_bbox: 0.1229, s2.loss_cls: 0.0096, s2.acc: 98.6218, s2.loss_bbox: 0.0587, loss: 0.5159
2022-03-24 09:49:27,219 - mmdet - INFO - Epoch [19][260/336]	lr: 1.938e-06, eta: 2:14:36, time: 0.753, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0646, s0.acc: 97.8174, s0.loss_bbox: 0.2452, s1.loss_cls: 0.0240, s1.acc: 98.3545, s1.loss_bbox: 0.1277, s2.loss_cls: 0.0114, s2.acc: 98.4072, s2.loss_bbox: 0.0599, loss: 0.5428
2022-03-24 09:49:36,062 - mmdet - INFO - Epoch [19][270/336]	lr: 1.938e-06, eta: 2:14:28, time: 0.885, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0641, s0.acc: 97.8036, s0.loss_bbox: 0.2499, s1.loss_cls: 0.0240, s1.acc: 98.3888, s1.loss_bbox: 0.1302, s2.loss_cls: 0.0114, s2.acc: 98.3820, s2.loss_bbox: 0.0615, loss: 0.5496
2022-03-24 09:49:43,900 - mmdet - INFO - Epoch [19][280/336]	lr: 1.938e-06, eta: 2:14:19, time: 0.783, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0680, s0.acc: 97.6025, s0.loss_bbox: 0.2663, s1.loss_cls: 0.0257, s1.acc: 98.2060, s1.loss_bbox: 0.1420, s2.loss_cls: 0.0124, s2.acc: 98.1705, s2.loss_bbox: 0.0676, loss: 0.5913
2022-03-24 09:49:51,229 - mmdet - INFO - Epoch [19][290/336]	lr: 1.938e-06, eta: 2:14:10, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0541, s0.acc: 98.0243, s0.loss_bbox: 0.2348, s1.loss_cls: 0.0195, s1.acc: 98.6230, s1.loss_bbox: 0.1232, s2.loss_cls: 0.0102, s2.acc: 98.4244, s2.loss_bbox: 0.0585, loss: 0.5082
2022-03-24 09:49:58,688 - mmdet - INFO - Epoch [19][300/336]	lr: 1.938e-06, eta: 2:14:00, time: 0.746, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0602, s0.acc: 97.9382, s0.loss_bbox: 0.2290, s1.loss_cls: 0.0222, s1.acc: 98.4011, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0108, s2.acc: 98.3993, s2.loss_bbox: 0.0571, loss: 0.5087
2022-03-24 09:50:06,788 - mmdet - INFO - Epoch [19][310/336]	lr: 1.938e-06, eta: 2:13:52, time: 0.810, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0071, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0607, s0.acc: 97.9184, s0.loss_bbox: 0.2347, s1.loss_cls: 0.0217, s1.acc: 98.5532, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0105, s2.acc: 98.5596, s2.loss_bbox: 0.0574, loss: 0.5167
2022-03-24 09:50:14,447 - mmdet - INFO - Epoch [19][320/336]	lr: 1.938e-06, eta: 2:13:43, time: 0.766, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0592, s0.acc: 98.0475, s0.loss_bbox: 0.2291, s1.loss_cls: 0.0210, s1.acc: 98.6186, s1.loss_bbox: 0.1153, s2.loss_cls: 0.0096, s2.acc: 98.6986, s2.loss_bbox: 0.0539, loss: 0.4974
2022-03-24 09:50:22,342 - mmdet - INFO - Epoch [19][330/336]	lr: 1.938e-06, eta: 2:13:34, time: 0.783, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0612, s0.acc: 97.8513, s0.loss_bbox: 0.2295, s1.loss_cls: 0.0233, s1.acc: 98.3912, s1.loss_bbox: 0.1177, s2.loss_cls: 0.0106, s2.acc: 98.4624, s2.loss_bbox: 0.0546, loss: 0.5061
2022-03-24 09:50:49,423 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:50:49,715 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:50:49,715 - mmdet - INFO - Epoch(val) [19][336]	bbox_mAP: 0.1000, bbox_mAP_50: 0.1860, bbox_mAP_75: 0.1000, bbox_mAP_s: 0.0990, bbox_mAP_m: 0.1130, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.100 0.186 0.100 0.099 0.113 -1.000
2022-03-24 09:51:17,663 - mmdet - INFO - Epoch [20][10/336]	lr: 1.938e-06, eta: 2:13:43, time: 2.793, data_time: 1.979, memory: 15335, loss_rpn_cls: 0.0067, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0666, s0.acc: 97.7219, s0.loss_bbox: 0.2413, s1.loss_cls: 0.0249, s1.acc: 98.3345, s1.loss_bbox: 0.1250, s2.loss_cls: 0.0117, s2.acc: 98.2982, s2.loss_bbox: 0.0575, loss: 0.5373
2022-03-24 09:51:25,093 - mmdet - INFO - Epoch [20][20/336]	lr: 1.938e-06, eta: 2:13:34, time: 0.743, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0517, s0.acc: 98.1210, s0.loss_bbox: 0.2235, s1.loss_cls: 0.0183, s1.acc: 98.6740, s1.loss_bbox: 0.1168, s2.loss_cls: 0.0092, s2.acc: 98.6477, s2.loss_bbox: 0.0562, loss: 0.4842
2022-03-24 09:51:32,493 - mmdet - INFO - Epoch [20][30/336]	lr: 1.938e-06, eta: 2:13:24, time: 0.740, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0593, s0.acc: 97.8979, s0.loss_bbox: 0.2284, s1.loss_cls: 0.0218, s1.acc: 98.4324, s1.loss_bbox: 0.1179, s2.loss_cls: 0.0106, s2.acc: 98.5015, s2.loss_bbox: 0.0558, loss: 0.5030
2022-03-24 09:51:39,844 - mmdet - INFO - Epoch [20][40/336]	lr: 1.938e-06, eta: 2:13:15, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0645, s0.acc: 97.7719, s0.loss_bbox: 0.2376, s1.loss_cls: 0.0236, s1.acc: 98.3757, s1.loss_bbox: 0.1219, s2.loss_cls: 0.0112, s2.acc: 98.4304, s2.loss_bbox: 0.0564, loss: 0.5247
2022-03-24 09:51:47,188 - mmdet - INFO - Epoch [20][50/336]	lr: 1.938e-06, eta: 2:13:05, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0584, s0.acc: 97.9724, s0.loss_bbox: 0.2245, s1.loss_cls: 0.0220, s1.acc: 98.4947, s1.loss_bbox: 0.1189, s2.loss_cls: 0.0107, s2.acc: 98.4770, s2.loss_bbox: 0.0556, loss: 0.4988
2022-03-24 09:51:55,014 - mmdet - INFO - Epoch [20][60/336]	lr: 1.938e-06, eta: 2:12:56, time: 0.761, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0609, s0.acc: 97.9407, s0.loss_bbox: 0.2315, s1.loss_cls: 0.0228, s1.acc: 98.4601, s1.loss_bbox: 0.1219, s2.loss_cls: 0.0108, s2.acc: 98.4864, s2.loss_bbox: 0.0585, loss: 0.5148
2022-03-24 09:52:02,935 - mmdet - INFO - Epoch [20][70/336]	lr: 1.938e-06, eta: 2:12:48, time: 0.814, data_time: 0.031, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0591, s0.acc: 97.8949, s0.loss_bbox: 0.2428, s1.loss_cls: 0.0224, s1.acc: 98.3637, s1.loss_bbox: 0.1299, s2.loss_cls: 0.0110, s2.acc: 98.3282, s2.loss_bbox: 0.0619, loss: 0.5351
2022-03-24 09:52:10,786 - mmdet - INFO - Epoch [20][80/336]	lr: 1.938e-06, eta: 2:12:39, time: 0.785, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0597, s0.acc: 97.8497, s0.loss_bbox: 0.2346, s1.loss_cls: 0.0226, s1.acc: 98.3480, s1.loss_bbox: 0.1255, s2.loss_cls: 0.0108, s2.acc: 98.3744, s2.loss_bbox: 0.0606, loss: 0.5218
2022-03-24 09:52:18,155 - mmdet - INFO - Epoch [20][90/336]	lr: 1.938e-06, eta: 2:12:29, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0620, s0.acc: 97.7524, s0.loss_bbox: 0.2419, s1.loss_cls: 0.0228, s1.acc: 98.3480, s1.loss_bbox: 0.1304, s2.loss_cls: 0.0111, s2.acc: 98.2909, s2.loss_bbox: 0.0623, loss: 0.5393
2022-03-24 09:52:25,548 - mmdet - INFO - Epoch [20][100/336]	lr: 1.938e-06, eta: 2:12:20, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0648, s0.acc: 97.7740, s0.loss_bbox: 0.2480, s1.loss_cls: 0.0248, s1.acc: 98.3218, s1.loss_bbox: 0.1285, s2.loss_cls: 0.0112, s2.acc: 98.3977, s2.loss_bbox: 0.0603, loss: 0.5461
2022-03-24 09:52:33,171 - mmdet - INFO - Epoch [20][110/336]	lr: 1.938e-06, eta: 2:12:11, time: 0.762, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0624, s0.acc: 97.7188, s0.loss_bbox: 0.2472, s1.loss_cls: 0.0242, s1.acc: 98.2792, s1.loss_bbox: 0.1299, s2.loss_cls: 0.0118, s2.acc: 98.2462, s2.loss_bbox: 0.0623, loss: 0.5459
2022-03-24 09:52:40,589 - mmdet - INFO - Epoch [20][120/336]	lr: 1.938e-06, eta: 2:12:01, time: 0.742, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0621, s0.acc: 97.8021, s0.loss_bbox: 0.2414, s1.loss_cls: 0.0234, s1.acc: 98.3511, s1.loss_bbox: 0.1248, s2.loss_cls: 0.0113, s2.acc: 98.3103, s2.loss_bbox: 0.0591, loss: 0.5305
2022-03-24 09:52:47,994 - mmdet - INFO - Epoch [20][130/336]	lr: 1.938e-06, eta: 2:11:52, time: 0.740, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0633, s0.acc: 97.7921, s0.loss_bbox: 0.2449, s1.loss_cls: 0.0234, s1.acc: 98.3633, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0114, s2.acc: 98.3180, s2.loss_bbox: 0.0609, loss: 0.5406
2022-03-24 09:52:55,385 - mmdet - INFO - Epoch [20][140/336]	lr: 1.938e-06, eta: 2:11:42, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0608, s0.acc: 97.8180, s0.loss_bbox: 0.2422, s1.loss_cls: 0.0226, s1.acc: 98.3931, s1.loss_bbox: 0.1264, s2.loss_cls: 0.0106, s2.acc: 98.3657, s2.loss_bbox: 0.0604, loss: 0.5312
2022-03-24 09:53:02,773 - mmdet - INFO - Epoch [20][150/336]	lr: 1.938e-06, eta: 2:11:33, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0542, s0.acc: 98.0209, s0.loss_bbox: 0.2261, s1.loss_cls: 0.0199, s1.acc: 98.5868, s1.loss_bbox: 0.1198, s2.loss_cls: 0.0097, s2.acc: 98.5436, s2.loss_bbox: 0.0577, loss: 0.4945
2022-03-24 09:53:10,537 - mmdet - INFO - Epoch [20][160/336]	lr: 1.938e-06, eta: 2:11:24, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0639, s0.acc: 97.7469, s0.loss_bbox: 0.2533, s1.loss_cls: 0.0230, s1.acc: 98.3803, s1.loss_bbox: 0.1324, s2.loss_cls: 0.0113, s2.acc: 98.3852, s2.loss_bbox: 0.0625, loss: 0.5557
2022-03-24 09:53:18,458 - mmdet - INFO - Epoch [20][170/336]	lr: 1.938e-06, eta: 2:11:15, time: 0.793, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0640, s0.acc: 97.7560, s0.loss_bbox: 0.2530, s1.loss_cls: 0.0235, s1.acc: 98.3601, s1.loss_bbox: 0.1330, s2.loss_cls: 0.0115, s2.acc: 98.2850, s2.loss_bbox: 0.0625, loss: 0.5563
2022-03-24 09:53:26,169 - mmdet - INFO - Epoch [20][180/336]	lr: 1.938e-06, eta: 2:11:06, time: 0.771, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0601, s0.acc: 97.8876, s0.loss_bbox: 0.2369, s1.loss_cls: 0.0225, s1.acc: 98.4053, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0111, s2.acc: 98.3349, s2.loss_bbox: 0.0587, loss: 0.5229
2022-03-24 09:53:33,536 - mmdet - INFO - Epoch [20][190/336]	lr: 1.938e-06, eta: 2:10:57, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0554, s0.acc: 98.0051, s0.loss_bbox: 0.2293, s1.loss_cls: 0.0211, s1.acc: 98.5079, s1.loss_bbox: 0.1228, s2.loss_cls: 0.0106, s2.acc: 98.4552, s2.loss_bbox: 0.0589, loss: 0.5057
2022-03-24 09:53:41,076 - mmdet - INFO - Epoch [20][200/336]	lr: 1.938e-06, eta: 2:10:48, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0639, s0.acc: 97.8357, s0.loss_bbox: 0.2433, s1.loss_cls: 0.0237, s1.acc: 98.4179, s1.loss_bbox: 0.1255, s2.loss_cls: 0.0115, s2.acc: 98.3464, s2.loss_bbox: 0.0595, loss: 0.5363
2022-03-24 09:53:48,644 - mmdet - INFO - Epoch [20][210/336]	lr: 1.938e-06, eta: 2:10:39, time: 0.758, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0068, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0580, s0.acc: 97.9816, s0.loss_bbox: 0.2306, s1.loss_cls: 0.0217, s1.acc: 98.5151, s1.loss_bbox: 0.1197, s2.loss_cls: 0.0105, s2.acc: 98.5108, s2.loss_bbox: 0.0560, loss: 0.5067
2022-03-24 09:53:55,992 - mmdet - INFO - Epoch [20][220/336]	lr: 1.938e-06, eta: 2:10:29, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0533, s0.acc: 98.1076, s0.loss_bbox: 0.2202, s1.loss_cls: 0.0193, s1.acc: 98.6597, s1.loss_bbox: 0.1145, s2.loss_cls: 0.0094, s2.acc: 98.6155, s2.loss_bbox: 0.0543, loss: 0.4790
2022-03-24 09:54:03,339 - mmdet - INFO - Epoch [20][230/336]	lr: 1.938e-06, eta: 2:10:20, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0565, s0.acc: 98.0011, s0.loss_bbox: 0.2304, s1.loss_cls: 0.0208, s1.acc: 98.5538, s1.loss_bbox: 0.1226, s2.loss_cls: 0.0102, s2.acc: 98.5495, s2.loss_bbox: 0.0576, loss: 0.5066
2022-03-24 09:54:10,697 - mmdet - INFO - Epoch [20][240/336]	lr: 1.938e-06, eta: 2:10:10, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0569, s0.acc: 97.9700, s0.loss_bbox: 0.2315, s1.loss_cls: 0.0217, s1.acc: 98.4691, s1.loss_bbox: 0.1229, s2.loss_cls: 0.0109, s2.acc: 98.3229, s2.loss_bbox: 0.0588, loss: 0.5104
2022-03-24 09:54:18,752 - mmdet - INFO - Epoch [20][250/336]	lr: 1.938e-06, eta: 2:10:02, time: 0.805, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0524, s0.acc: 98.1372, s0.loss_bbox: 0.2244, s1.loss_cls: 0.0181, s1.acc: 98.7252, s1.loss_bbox: 0.1174, s2.loss_cls: 0.0087, s2.acc: 98.6959, s2.loss_bbox: 0.0564, loss: 0.4855
2022-03-24 09:54:26,501 - mmdet - INFO - Epoch [20][260/336]	lr: 1.938e-06, eta: 2:09:53, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0634, s0.acc: 97.8357, s0.loss_bbox: 0.2420, s1.loss_cls: 0.0232, s1.acc: 98.4527, s1.loss_bbox: 0.1238, s2.loss_cls: 0.0112, s2.acc: 98.4042, s2.loss_bbox: 0.0575, loss: 0.5296
2022-03-24 09:54:34,389 - mmdet - INFO - Epoch [20][270/336]	lr: 1.938e-06, eta: 2:09:44, time: 0.789, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0660, s0.acc: 97.7200, s0.loss_bbox: 0.2486, s1.loss_cls: 0.0252, s1.acc: 98.2660, s1.loss_bbox: 0.1276, s2.loss_cls: 0.0115, s2.acc: 98.4085, s2.loss_bbox: 0.0596, loss: 0.5464
2022-03-24 09:54:42,161 - mmdet - INFO - Epoch [20][280/336]	lr: 1.938e-06, eta: 2:09:35, time: 0.777, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0593, s0.acc: 97.8983, s0.loss_bbox: 0.2382, s1.loss_cls: 0.0215, s1.acc: 98.4921, s1.loss_bbox: 0.1243, s2.loss_cls: 0.0101, s2.acc: 98.4915, s2.loss_bbox: 0.0589, loss: 0.5209
2022-03-24 09:54:50,958 - mmdet - INFO - Epoch [20][290/336]	lr: 1.938e-06, eta: 2:09:28, time: 0.881, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0614, s0.acc: 97.8271, s0.loss_bbox: 0.2453, s1.loss_cls: 0.0228, s1.acc: 98.3583, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0112, s2.acc: 98.2054, s2.loss_bbox: 0.0613, loss: 0.5386
2022-03-24 09:54:59,139 - mmdet - INFO - Epoch [20][300/336]	lr: 1.938e-06, eta: 2:09:20, time: 0.817, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0647, s0.acc: 97.7194, s0.loss_bbox: 0.2541, s1.loss_cls: 0.0240, s1.acc: 98.3231, s1.loss_bbox: 0.1349, s2.loss_cls: 0.0116, s2.acc: 98.2966, s2.loss_bbox: 0.0643, loss: 0.5623
2022-03-24 09:55:06,527 - mmdet - INFO - Epoch [20][310/336]	lr: 1.938e-06, eta: 2:09:10, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0604, s0.acc: 97.8616, s0.loss_bbox: 0.2440, s1.loss_cls: 0.0219, s1.acc: 98.4688, s1.loss_bbox: 0.1293, s2.loss_cls: 0.0107, s2.acc: 98.4264, s2.loss_bbox: 0.0631, loss: 0.5380
2022-03-24 09:55:13,967 - mmdet - INFO - Epoch [20][320/336]	lr: 1.938e-06, eta: 2:09:01, time: 0.745, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0613, s0.acc: 97.8348, s0.loss_bbox: 0.2412, s1.loss_cls: 0.0222, s1.acc: 98.4689, s1.loss_bbox: 0.1277, s2.loss_cls: 0.0105, s2.acc: 98.5319, s2.loss_bbox: 0.0607, loss: 0.5332
2022-03-24 09:55:21,850 - mmdet - INFO - Epoch [20][330/336]	lr: 1.938e-06, eta: 2:08:52, time: 0.787, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0630, s0.acc: 97.8329, s0.loss_bbox: 0.2407, s1.loss_cls: 0.0239, s1.acc: 98.3477, s1.loss_bbox: 0.1256, s2.loss_cls: 0.0115, s2.acc: 98.3171, s2.loss_bbox: 0.0599, loss: 0.5335
2022-03-24 09:55:27,480 - mmdet - INFO - Saving checkpoint at 20 epochs
2022-03-24 09:56:05,910 - mmdet - INFO - Evaluating bbox...
2022-03-24 09:56:06,207 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 09:56:06,207 - mmdet - INFO - Epoch(val) [20][336]	bbox_mAP: 0.1220, bbox_mAP_50: 0.2060, bbox_mAP_75: 0.1250, bbox_mAP_s: 0.1150, bbox_mAP_m: 0.1450, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.122 0.206 0.125 0.115 0.145 -1.000
2022-03-24 09:56:32,397 - mmdet - INFO - Epoch [21][10/336]	lr: 1.938e-06, eta: 2:08:57, time: 2.617, data_time: 1.885, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0588, s0.acc: 97.8268, s0.loss_bbox: 0.2455, s1.loss_cls: 0.0217, s1.acc: 98.4170, s1.loss_bbox: 0.1298, s2.loss_cls: 0.0106, s2.acc: 98.3707, s2.loss_bbox: 0.0620, loss: 0.5366
2022-03-24 09:56:40,083 - mmdet - INFO - Epoch [21][20/336]	lr: 1.938e-06, eta: 2:08:48, time: 0.769, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0617, s0.acc: 97.8638, s0.loss_bbox: 0.2409, s1.loss_cls: 0.0223, s1.acc: 98.4630, s1.loss_bbox: 0.1268, s2.loss_cls: 0.0103, s2.acc: 98.5167, s2.loss_bbox: 0.0609, loss: 0.5314
2022-03-24 09:56:47,820 - mmdet - INFO - Epoch [21][30/336]	lr: 1.938e-06, eta: 2:08:39, time: 0.774, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0602, s0.acc: 97.8690, s0.loss_bbox: 0.2442, s1.loss_cls: 0.0228, s1.acc: 98.4244, s1.loss_bbox: 0.1289, s2.loss_cls: 0.0112, s2.acc: 98.4289, s2.loss_bbox: 0.0623, loss: 0.5381
2022-03-24 09:56:55,581 - mmdet - INFO - Epoch [21][40/336]	lr: 1.938e-06, eta: 2:08:30, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0660, s0.acc: 97.6974, s0.loss_bbox: 0.2552, s1.loss_cls: 0.0244, s1.acc: 98.2877, s1.loss_bbox: 0.1340, s2.loss_cls: 0.0117, s2.acc: 98.2683, s2.loss_bbox: 0.0622, loss: 0.5626
2022-03-24 09:57:03,126 - mmdet - INFO - Epoch [21][50/336]	lr: 1.938e-06, eta: 2:08:21, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0568, s0.acc: 98.0127, s0.loss_bbox: 0.2312, s1.loss_cls: 0.0210, s1.acc: 98.5633, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0097, s2.acc: 98.6799, s2.loss_bbox: 0.0585, loss: 0.5072
2022-03-24 09:57:10,465 - mmdet - INFO - Epoch [21][60/336]	lr: 1.938e-06, eta: 2:08:12, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0563, s0.acc: 97.9803, s0.loss_bbox: 0.2417, s1.loss_cls: 0.0199, s1.acc: 98.5542, s1.loss_bbox: 0.1280, s2.loss_cls: 0.0101, s2.acc: 98.5291, s2.loss_bbox: 0.0607, loss: 0.5250
2022-03-24 09:57:17,859 - mmdet - INFO - Epoch [21][70/336]	lr: 1.938e-06, eta: 2:08:02, time: 0.739, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0516, s0.acc: 98.0914, s0.loss_bbox: 0.2361, s1.loss_cls: 0.0194, s1.acc: 98.5439, s1.loss_bbox: 0.1263, s2.loss_cls: 0.0098, s2.acc: 98.4881, s2.loss_bbox: 0.0608, loss: 0.5113
2022-03-24 09:57:25,223 - mmdet - INFO - Epoch [21][80/336]	lr: 1.938e-06, eta: 2:07:53, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0641, s0.acc: 97.7527, s0.loss_bbox: 0.2490, s1.loss_cls: 0.0236, s1.acc: 98.3151, s1.loss_bbox: 0.1270, s2.loss_cls: 0.0111, s2.acc: 98.3919, s2.loss_bbox: 0.0598, loss: 0.5434
2022-03-24 09:57:32,547 - mmdet - INFO - Epoch [21][90/336]	lr: 1.938e-06, eta: 2:07:44, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0607, s0.acc: 97.8625, s0.loss_bbox: 0.2419, s1.loss_cls: 0.0219, s1.acc: 98.4832, s1.loss_bbox: 0.1256, s2.loss_cls: 0.0103, s2.acc: 98.4819, s2.loss_bbox: 0.0590, loss: 0.5281
2022-03-24 09:57:39,870 - mmdet - INFO - Epoch [21][100/336]	lr: 1.938e-06, eta: 2:07:34, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0548, s0.acc: 98.1201, s0.loss_bbox: 0.2193, s1.loss_cls: 0.0196, s1.acc: 98.7200, s1.loss_bbox: 0.1148, s2.loss_cls: 0.0093, s2.acc: 98.7322, s2.loss_bbox: 0.0544, loss: 0.4815
2022-03-24 09:57:47,184 - mmdet - INFO - Epoch [21][110/336]	lr: 1.938e-06, eta: 2:07:25, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0549, s0.acc: 97.9840, s0.loss_bbox: 0.2330, s1.loss_cls: 0.0199, s1.acc: 98.5338, s1.loss_bbox: 0.1219, s2.loss_cls: 0.0098, s2.acc: 98.5165, s2.loss_bbox: 0.0580, loss: 0.5054
2022-03-24 09:57:56,371 - mmdet - INFO - Epoch [21][120/336]	lr: 1.938e-06, eta: 2:07:18, time: 0.912, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0611, s0.acc: 97.8073, s0.loss_bbox: 0.2568, s1.loss_cls: 0.0220, s1.acc: 98.4444, s1.loss_bbox: 0.1346, s2.loss_cls: 0.0107, s2.acc: 98.4197, s2.loss_bbox: 0.0642, loss: 0.5576
2022-03-24 09:58:05,845 - mmdet - INFO - Epoch [21][130/336]	lr: 1.938e-06, eta: 2:07:11, time: 0.948, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0571, s0.acc: 97.9285, s0.loss_bbox: 0.2367, s1.loss_cls: 0.0206, s1.acc: 98.5305, s1.loss_bbox: 0.1240, s2.loss_cls: 0.0098, s2.acc: 98.5387, s2.loss_bbox: 0.0598, loss: 0.5158
2022-03-24 09:58:15,174 - mmdet - INFO - Epoch [21][140/336]	lr: 1.938e-06, eta: 2:07:04, time: 0.932, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0631, s0.acc: 97.7710, s0.loss_bbox: 0.2471, s1.loss_cls: 0.0234, s1.acc: 98.3913, s1.loss_bbox: 0.1281, s2.loss_cls: 0.0112, s2.acc: 98.3151, s2.loss_bbox: 0.0599, loss: 0.5423
2022-03-24 09:58:24,413 - mmdet - INFO - Epoch [21][150/336]	lr: 1.938e-06, eta: 2:06:58, time: 0.924, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0580, s0.acc: 98.0045, s0.loss_bbox: 0.2356, s1.loss_cls: 0.0205, s1.acc: 98.6176, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0097, s2.acc: 98.5674, s2.loss_bbox: 0.0581, loss: 0.5122
2022-03-24 09:58:33,456 - mmdet - INFO - Epoch [21][160/336]	lr: 1.938e-06, eta: 2:06:50, time: 0.904, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0575, s0.acc: 97.9782, s0.loss_bbox: 0.2256, s1.loss_cls: 0.0215, s1.acc: 98.4861, s1.loss_bbox: 0.1152, s2.loss_cls: 0.0103, s2.acc: 98.5455, s2.loss_bbox: 0.0542, loss: 0.4924
2022-03-24 09:58:42,530 - mmdet - INFO - Epoch [21][170/336]	lr: 1.938e-06, eta: 2:06:43, time: 0.908, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0571, s0.acc: 97.9660, s0.loss_bbox: 0.2392, s1.loss_cls: 0.0213, s1.acc: 98.5200, s1.loss_bbox: 0.1261, s2.loss_cls: 0.0108, s2.acc: 98.4105, s2.loss_bbox: 0.0596, loss: 0.5222
2022-03-24 09:58:50,684 - mmdet - INFO - Epoch [21][180/336]	lr: 1.938e-06, eta: 2:06:35, time: 0.822, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0634, s0.acc: 97.7832, s0.loss_bbox: 0.2523, s1.loss_cls: 0.0231, s1.acc: 98.4566, s1.loss_bbox: 0.1327, s2.loss_cls: 0.0110, s2.acc: 98.4640, s2.loss_bbox: 0.0631, loss: 0.5547
2022-03-24 09:58:58,024 - mmdet - INFO - Epoch [21][190/336]	lr: 1.938e-06, eta: 2:06:26, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0557, s0.acc: 98.0820, s0.loss_bbox: 0.2272, s1.loss_cls: 0.0205, s1.acc: 98.6404, s1.loss_bbox: 0.1189, s2.loss_cls: 0.0095, s2.acc: 98.7104, s2.loss_bbox: 0.0570, loss: 0.4966
2022-03-24 09:59:05,385 - mmdet - INFO - Epoch [21][200/336]	lr: 1.938e-06, eta: 2:06:16, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0604, s0.acc: 97.9059, s0.loss_bbox: 0.2336, s1.loss_cls: 0.0223, s1.acc: 98.4572, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0103, s2.acc: 98.5192, s2.loss_bbox: 0.0573, loss: 0.5141
2022-03-24 09:59:14,251 - mmdet - INFO - Epoch [21][210/336]	lr: 1.938e-06, eta: 2:06:09, time: 0.887, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0595, s0.acc: 97.9300, s0.loss_bbox: 0.2389, s1.loss_cls: 0.0213, s1.acc: 98.5210, s1.loss_bbox: 0.1232, s2.loss_cls: 0.0104, s2.acc: 98.5236, s2.loss_bbox: 0.0584, loss: 0.5206
2022-03-24 09:59:23,082 - mmdet - INFO - Epoch [21][220/336]	lr: 1.938e-06, eta: 2:06:01, time: 0.882, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0595, s0.acc: 97.8946, s0.loss_bbox: 0.2392, s1.loss_cls: 0.0225, s1.acc: 98.3644, s1.loss_bbox: 0.1265, s2.loss_cls: 0.0108, s2.acc: 98.3386, s2.loss_bbox: 0.0596, loss: 0.5258
2022-03-24 09:59:30,833 - mmdet - INFO - Epoch [21][230/336]	lr: 1.938e-06, eta: 2:05:53, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0549, s0.acc: 98.0185, s0.loss_bbox: 0.2326, s1.loss_cls: 0.0200, s1.acc: 98.6010, s1.loss_bbox: 0.1222, s2.loss_cls: 0.0097, s2.acc: 98.5765, s2.loss_bbox: 0.0590, loss: 0.5053
2022-03-24 09:59:38,475 - mmdet - INFO - Epoch [21][240/336]	lr: 1.938e-06, eta: 2:05:44, time: 0.764, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0623, s0.acc: 97.8058, s0.loss_bbox: 0.2452, s1.loss_cls: 0.0228, s1.acc: 98.4290, s1.loss_bbox: 0.1283, s2.loss_cls: 0.0110, s2.acc: 98.4268, s2.loss_bbox: 0.0606, loss: 0.5390
2022-03-24 09:59:46,081 - mmdet - INFO - Epoch [21][250/336]	lr: 1.938e-06, eta: 2:05:35, time: 0.761, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0606, s0.acc: 97.9163, s0.loss_bbox: 0.2367, s1.loss_cls: 0.0221, s1.acc: 98.4552, s1.loss_bbox: 0.1210, s2.loss_cls: 0.0105, s2.acc: 98.4525, s2.loss_bbox: 0.0578, loss: 0.5176
2022-03-24 09:59:53,987 - mmdet - INFO - Epoch [21][260/336]	lr: 1.938e-06, eta: 2:05:26, time: 0.791, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0540, s0.acc: 98.0737, s0.loss_bbox: 0.2217, s1.loss_cls: 0.0196, s1.acc: 98.6151, s1.loss_bbox: 0.1147, s2.loss_cls: 0.0097, s2.acc: 98.5926, s2.loss_bbox: 0.0552, loss: 0.4834
2022-03-24 10:00:03,003 - mmdet - INFO - Epoch [21][270/336]	lr: 1.938e-06, eta: 2:05:19, time: 0.902, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0577, s0.acc: 97.9712, s0.loss_bbox: 0.2305, s1.loss_cls: 0.0210, s1.acc: 98.5341, s1.loss_bbox: 0.1217, s2.loss_cls: 0.0101, s2.acc: 98.5610, s2.loss_bbox: 0.0573, loss: 0.5069
2022-03-24 10:00:10,804 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:00:10,805 - mmdet - INFO - Epoch [21][280/336]	lr: 1.938e-06, eta: 2:05:10, time: 0.779, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0640, s0.acc: 97.7191, s0.loss_bbox: 0.2464, s1.loss_cls: 0.0243, s1.acc: 98.2926, s1.loss_bbox: 0.1266, s2.loss_cls: 0.0116, s2.acc: 98.2841, s2.loss_bbox: 0.0598, loss: 0.5414
2022-03-24 10:00:18,187 - mmdet - INFO - Epoch [21][290/336]	lr: 1.938e-06, eta: 2:05:01, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0538, s0.acc: 98.0469, s0.loss_bbox: 0.2358, s1.loss_cls: 0.0196, s1.acc: 98.6290, s1.loss_bbox: 0.1251, s2.loss_cls: 0.0096, s2.acc: 98.5752, s2.loss_bbox: 0.0604, loss: 0.5121
2022-03-24 10:00:25,554 - mmdet - INFO - Epoch [21][300/336]	lr: 1.938e-06, eta: 2:04:51, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0587, s0.acc: 97.8613, s0.loss_bbox: 0.2458, s1.loss_cls: 0.0207, s1.acc: 98.5167, s1.loss_bbox: 0.1300, s2.loss_cls: 0.0105, s2.acc: 98.5119, s2.loss_bbox: 0.0616, loss: 0.5349
2022-03-24 10:00:32,991 - mmdet - INFO - Epoch [21][310/336]	lr: 1.938e-06, eta: 2:04:42, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0659, s0.acc: 97.6526, s0.loss_bbox: 0.2581, s1.loss_cls: 0.0239, s1.acc: 98.3353, s1.loss_bbox: 0.1346, s2.loss_cls: 0.0118, s2.acc: 98.2927, s2.loss_bbox: 0.0636, loss: 0.5661
2022-03-24 10:00:40,900 - mmdet - INFO - Epoch [21][320/336]	lr: 1.938e-06, eta: 2:04:33, time: 0.791, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0683, s0.acc: 97.6935, s0.loss_bbox: 0.2536, s1.loss_cls: 0.0253, s1.acc: 98.3242, s1.loss_bbox: 0.1281, s2.loss_cls: 0.0117, s2.acc: 98.2921, s2.loss_bbox: 0.0590, loss: 0.5553
2022-03-24 10:00:48,490 - mmdet - INFO - Epoch [21][330/336]	lr: 1.938e-06, eta: 2:04:24, time: 0.759, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0632, s0.acc: 97.8760, s0.loss_bbox: 0.2368, s1.loss_cls: 0.0231, s1.acc: 98.4396, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0108, s2.acc: 98.4400, s2.loss_bbox: 0.0569, loss: 0.5214
2022-03-24 10:01:16,518 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:01:16,969 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:01:16,969 - mmdet - INFO - Epoch(val) [21][336]	bbox_mAP: 0.1530, bbox_mAP_50: 0.2680, bbox_mAP_75: 0.1590, bbox_mAP_s: 0.1580, bbox_mAP_m: 0.1550, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.153 0.268 0.159 0.158 0.155 -1.000
2022-03-24 10:01:43,464 - mmdet - INFO - Epoch [22][10/336]	lr: 1.938e-06, eta: 2:04:28, time: 2.648, data_time: 1.877, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0588, s0.acc: 97.9190, s0.loss_bbox: 0.2460, s1.loss_cls: 0.0215, s1.acc: 98.4823, s1.loss_bbox: 0.1293, s2.loss_cls: 0.0100, s2.acc: 98.4827, s2.loss_bbox: 0.0616, loss: 0.5354
2022-03-24 10:01:50,792 - mmdet - INFO - Epoch [22][20/336]	lr: 1.938e-06, eta: 2:04:19, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0634, s0.acc: 97.7200, s0.loss_bbox: 0.2611, s1.loss_cls: 0.0235, s1.acc: 98.2596, s1.loss_bbox: 0.1380, s2.loss_cls: 0.0123, s2.acc: 98.0429, s2.loss_bbox: 0.0652, loss: 0.5722
2022-03-24 10:01:58,133 - mmdet - INFO - Epoch [22][30/336]	lr: 1.938e-06, eta: 2:04:09, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0537, s0.acc: 98.0475, s0.loss_bbox: 0.2344, s1.loss_cls: 0.0184, s1.acc: 98.6761, s1.loss_bbox: 0.1216, s2.loss_cls: 0.0086, s2.acc: 98.7511, s2.loss_bbox: 0.0586, loss: 0.5033
2022-03-24 10:02:05,598 - mmdet - INFO - Epoch [22][40/336]	lr: 1.938e-06, eta: 2:04:00, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0561, s0.acc: 97.9529, s0.loss_bbox: 0.2295, s1.loss_cls: 0.0195, s1.acc: 98.5994, s1.loss_bbox: 0.1202, s2.loss_cls: 0.0092, s2.acc: 98.6452, s2.loss_bbox: 0.0571, loss: 0.4996
2022-03-24 10:02:12,975 - mmdet - INFO - Epoch [22][50/336]	lr: 1.938e-06, eta: 2:03:51, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0570, s0.acc: 97.9291, s0.loss_bbox: 0.2371, s1.loss_cls: 0.0206, s1.acc: 98.4865, s1.loss_bbox: 0.1245, s2.loss_cls: 0.0099, s2.acc: 98.5015, s2.loss_bbox: 0.0597, loss: 0.5160
2022-03-24 10:02:20,371 - mmdet - INFO - Epoch [22][60/336]	lr: 1.938e-06, eta: 2:03:42, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0604, s0.acc: 97.8378, s0.loss_bbox: 0.2513, s1.loss_cls: 0.0222, s1.acc: 98.4502, s1.loss_bbox: 0.1341, s2.loss_cls: 0.0105, s2.acc: 98.3794, s2.loss_bbox: 0.0641, loss: 0.5509
2022-03-24 10:02:27,798 - mmdet - INFO - Epoch [22][70/336]	lr: 1.938e-06, eta: 2:03:32, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0618, s0.acc: 97.8461, s0.loss_bbox: 0.2437, s1.loss_cls: 0.0225, s1.acc: 98.4546, s1.loss_bbox: 0.1278, s2.loss_cls: 0.0108, s2.acc: 98.3888, s2.loss_bbox: 0.0605, loss: 0.5361
2022-03-24 10:02:35,896 - mmdet - INFO - Epoch [22][80/336]	lr: 1.938e-06, eta: 2:03:24, time: 0.794, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0574, s0.acc: 97.9575, s0.loss_bbox: 0.2350, s1.loss_cls: 0.0207, s1.acc: 98.5236, s1.loss_bbox: 0.1230, s2.loss_cls: 0.0102, s2.acc: 98.4861, s2.loss_bbox: 0.0587, loss: 0.5129
2022-03-24 10:02:43,284 - mmdet - INFO - Epoch [22][90/336]	lr: 1.938e-06, eta: 2:03:15, time: 0.755, data_time: 0.026, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0563, s0.acc: 98.0099, s0.loss_bbox: 0.2348, s1.loss_cls: 0.0209, s1.acc: 98.5607, s1.loss_bbox: 0.1237, s2.loss_cls: 0.0101, s2.acc: 98.5117, s2.loss_bbox: 0.0591, loss: 0.5134
2022-03-24 10:02:51,142 - mmdet - INFO - Epoch [22][100/336]	lr: 1.938e-06, eta: 2:03:06, time: 0.786, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0566, s0.acc: 97.9654, s0.loss_bbox: 0.2380, s1.loss_cls: 0.0202, s1.acc: 98.5155, s1.loss_bbox: 0.1237, s2.loss_cls: 0.0097, s2.acc: 98.5531, s2.loss_bbox: 0.0590, loss: 0.5146
2022-03-24 10:02:58,899 - mmdet - INFO - Epoch [22][110/336]	lr: 1.938e-06, eta: 2:02:57, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0617, s0.acc: 97.8406, s0.loss_bbox: 0.2501, s1.loss_cls: 0.0222, s1.acc: 98.4883, s1.loss_bbox: 0.1304, s2.loss_cls: 0.0106, s2.acc: 98.4939, s2.loss_bbox: 0.0622, loss: 0.5452
2022-03-24 10:03:06,259 - mmdet - INFO - Epoch [22][120/336]	lr: 1.938e-06, eta: 2:02:48, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0617, s0.acc: 97.8036, s0.loss_bbox: 0.2524, s1.loss_cls: 0.0225, s1.acc: 98.4252, s1.loss_bbox: 0.1322, s2.loss_cls: 0.0107, s2.acc: 98.4443, s2.loss_bbox: 0.0630, loss: 0.5514
2022-03-24 10:03:13,606 - mmdet - INFO - Epoch [22][130/336]	lr: 1.938e-06, eta: 2:02:38, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0647, s0.acc: 97.7097, s0.loss_bbox: 0.2616, s1.loss_cls: 0.0239, s1.acc: 98.3387, s1.loss_bbox: 0.1369, s2.loss_cls: 0.0112, s2.acc: 98.3145, s2.loss_bbox: 0.0652, loss: 0.5722
2022-03-24 10:03:20,939 - mmdet - INFO - Epoch [22][140/336]	lr: 1.938e-06, eta: 2:02:29, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0571, s0.acc: 97.9852, s0.loss_bbox: 0.2472, s1.loss_cls: 0.0223, s1.acc: 98.4945, s1.loss_bbox: 0.1302, s2.loss_cls: 0.0115, s2.acc: 98.3943, s2.loss_bbox: 0.0620, loss: 0.5391
2022-03-24 10:03:28,292 - mmdet - INFO - Epoch [22][150/336]	lr: 1.938e-06, eta: 2:02:20, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0672, s0.acc: 97.6306, s0.loss_bbox: 0.2607, s1.loss_cls: 0.0248, s1.acc: 98.2494, s1.loss_bbox: 0.1364, s2.loss_cls: 0.0116, s2.acc: 98.2555, s2.loss_bbox: 0.0657, loss: 0.5752
2022-03-24 10:03:35,858 - mmdet - INFO - Epoch [22][160/336]	lr: 1.938e-06, eta: 2:02:11, time: 0.757, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0623, s0.acc: 97.7515, s0.loss_bbox: 0.2567, s1.loss_cls: 0.0234, s1.acc: 98.3373, s1.loss_bbox: 0.1373, s2.loss_cls: 0.0113, s2.acc: 98.2525, s2.loss_bbox: 0.0662, loss: 0.5655
2022-03-24 10:03:43,210 - mmdet - INFO - Epoch [22][170/336]	lr: 1.938e-06, eta: 2:02:01, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0601, s0.acc: 97.8265, s0.loss_bbox: 0.2479, s1.loss_cls: 0.0218, s1.acc: 98.4040, s1.loss_bbox: 0.1328, s2.loss_cls: 0.0108, s2.acc: 98.3836, s2.loss_bbox: 0.0641, loss: 0.5450
2022-03-24 10:03:51,224 - mmdet - INFO - Epoch [22][180/336]	lr: 1.938e-06, eta: 2:01:53, time: 0.801, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0607, s0.acc: 97.8235, s0.loss_bbox: 0.2508, s1.loss_cls: 0.0216, s1.acc: 98.5160, s1.loss_bbox: 0.1343, s2.loss_cls: 0.0100, s2.acc: 98.5604, s2.loss_bbox: 0.0649, loss: 0.5501
2022-03-24 10:03:58,797 - mmdet - INFO - Epoch [22][190/336]	lr: 1.938e-06, eta: 2:01:44, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0678, s0.acc: 97.7072, s0.loss_bbox: 0.2522, s1.loss_cls: 0.0244, s1.acc: 98.3674, s1.loss_bbox: 0.1304, s2.loss_cls: 0.0115, s2.acc: 98.3684, s2.loss_bbox: 0.0616, loss: 0.5574
2022-03-24 10:04:06,432 - mmdet - INFO - Epoch [22][200/336]	lr: 1.938e-06, eta: 2:01:35, time: 0.764, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0565, s0.acc: 97.9715, s0.loss_bbox: 0.2306, s1.loss_cls: 0.0215, s1.acc: 98.4301, s1.loss_bbox: 0.1217, s2.loss_cls: 0.0102, s2.acc: 98.4723, s2.loss_bbox: 0.0574, loss: 0.5065
2022-03-24 10:04:13,952 - mmdet - INFO - Epoch [22][210/336]	lr: 1.938e-06, eta: 2:01:26, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0579, s0.acc: 97.9831, s0.loss_bbox: 0.2330, s1.loss_cls: 0.0212, s1.acc: 98.5095, s1.loss_bbox: 0.1222, s2.loss_cls: 0.0099, s2.acc: 98.4992, s2.loss_bbox: 0.0580, loss: 0.5111
2022-03-24 10:04:21,384 - mmdet - INFO - Epoch [22][220/336]	lr: 1.938e-06, eta: 2:01:17, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0597, s0.acc: 97.9044, s0.loss_bbox: 0.2447, s1.loss_cls: 0.0218, s1.acc: 98.4615, s1.loss_bbox: 0.1282, s2.loss_cls: 0.0109, s2.acc: 98.4394, s2.loss_bbox: 0.0602, loss: 0.5351
2022-03-24 10:04:28,965 - mmdet - INFO - Epoch [22][230/336]	lr: 1.938e-06, eta: 2:01:08, time: 0.765, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0612, s0.acc: 97.8448, s0.loss_bbox: 0.2455, s1.loss_cls: 0.0226, s1.acc: 98.4766, s1.loss_bbox: 0.1314, s2.loss_cls: 0.0106, s2.acc: 98.4477, s2.loss_bbox: 0.0628, loss: 0.5429
2022-03-24 10:04:36,433 - mmdet - INFO - Epoch [22][240/336]	lr: 1.938e-06, eta: 2:00:59, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0595, s0.acc: 97.9001, s0.loss_bbox: 0.2378, s1.loss_cls: 0.0224, s1.acc: 98.4283, s1.loss_bbox: 0.1278, s2.loss_cls: 0.0104, s2.acc: 98.3818, s2.loss_bbox: 0.0607, loss: 0.5264
2022-03-24 10:04:43,777 - mmdet - INFO - Epoch [22][250/336]	lr: 1.938e-06, eta: 2:00:49, time: 0.736, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0588, s0.acc: 97.9819, s0.loss_bbox: 0.2385, s1.loss_cls: 0.0213, s1.acc: 98.5700, s1.loss_bbox: 0.1257, s2.loss_cls: 0.0102, s2.acc: 98.5630, s2.loss_bbox: 0.0592, loss: 0.5217
2022-03-24 10:04:51,154 - mmdet - INFO - Epoch [22][260/336]	lr: 1.938e-06, eta: 2:00:40, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0584, s0.acc: 97.8793, s0.loss_bbox: 0.2453, s1.loss_cls: 0.0215, s1.acc: 98.4706, s1.loss_bbox: 0.1319, s2.loss_cls: 0.0106, s2.acc: 98.4666, s2.loss_bbox: 0.0631, loss: 0.5382
2022-03-24 10:05:00,219 - mmdet - INFO - Epoch [22][270/336]	lr: 1.938e-06, eta: 2:00:33, time: 0.899, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0633, s0.acc: 97.7328, s0.loss_bbox: 0.2509, s1.loss_cls: 0.0236, s1.acc: 98.3055, s1.loss_bbox: 0.1324, s2.loss_cls: 0.0111, s2.acc: 98.3601, s2.loss_bbox: 0.0635, loss: 0.5533
2022-03-24 10:05:09,879 - mmdet - INFO - Epoch [22][280/336]	lr: 1.938e-06, eta: 2:00:26, time: 0.966, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0623, s0.acc: 97.8101, s0.loss_bbox: 0.2470, s1.loss_cls: 0.0230, s1.acc: 98.4126, s1.loss_bbox: 0.1276, s2.loss_cls: 0.0103, s2.acc: 98.5489, s2.loss_bbox: 0.0596, loss: 0.5379
2022-03-24 10:05:19,256 - mmdet - INFO - Epoch [22][290/336]	lr: 1.938e-06, eta: 2:00:19, time: 0.931, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0581, s0.acc: 98.0188, s0.loss_bbox: 0.2374, s1.loss_cls: 0.0197, s1.acc: 98.6766, s1.loss_bbox: 0.1243, s2.loss_cls: 0.0093, s2.acc: 98.6839, s2.loss_bbox: 0.0597, loss: 0.5164
2022-03-24 10:05:26,827 - mmdet - INFO - Epoch [22][300/336]	lr: 1.938e-06, eta: 2:00:11, time: 0.771, data_time: 0.024, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0635, s0.acc: 97.8033, s0.loss_bbox: 0.2474, s1.loss_cls: 0.0230, s1.acc: 98.4080, s1.loss_bbox: 0.1286, s2.loss_cls: 0.0108, s2.acc: 98.3745, s2.loss_bbox: 0.0599, loss: 0.5427
2022-03-24 10:05:34,349 - mmdet - INFO - Epoch [22][310/336]	lr: 1.938e-06, eta: 2:00:01, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0549, s0.acc: 98.0020, s0.loss_bbox: 0.2336, s1.loss_cls: 0.0200, s1.acc: 98.5303, s1.loss_bbox: 0.1226, s2.loss_cls: 0.0099, s2.acc: 98.5214, s2.loss_bbox: 0.0590, loss: 0.5071
2022-03-24 10:05:41,724 - mmdet - INFO - Epoch [22][320/336]	lr: 1.938e-06, eta: 1:59:52, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0612, s0.acc: 97.8638, s0.loss_bbox: 0.2431, s1.loss_cls: 0.0230, s1.acc: 98.3713, s1.loss_bbox: 0.1267, s2.loss_cls: 0.0111, s2.acc: 98.3212, s2.loss_bbox: 0.0598, loss: 0.5331
2022-03-24 10:05:49,082 - mmdet - INFO - Epoch [22][330/336]	lr: 1.938e-06, eta: 1:59:43, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0604, s0.acc: 97.8885, s0.loss_bbox: 0.2428, s1.loss_cls: 0.0225, s1.acc: 98.4844, s1.loss_bbox: 0.1267, s2.loss_cls: 0.0110, s2.acc: 98.4478, s2.loss_bbox: 0.0607, loss: 0.5328
2022-03-24 10:06:15,075 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:06:15,366 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:06:15,367 - mmdet - INFO - Epoch(val) [22][336]	bbox_mAP: 0.0960, bbox_mAP_50: 0.1720, bbox_mAP_75: 0.0920, bbox_mAP_s: 0.0810, bbox_mAP_m: 0.1570, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.096 0.172 0.092 0.081 0.157 -1.000
2022-03-24 10:06:43,869 - mmdet - INFO - Epoch [23][10/336]	lr: 1.938e-06, eta: 1:59:48, time: 2.842, data_time: 1.884, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0548, s0.acc: 98.0029, s0.loss_bbox: 0.2424, s1.loss_cls: 0.0192, s1.acc: 98.5855, s1.loss_bbox: 0.1317, s2.loss_cls: 0.0098, s2.acc: 98.5222, s2.loss_bbox: 0.0643, loss: 0.5290
2022-03-24 10:06:52,898 - mmdet - INFO - Epoch [23][20/336]	lr: 1.938e-06, eta: 1:59:41, time: 0.903, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0611, s0.acc: 97.9187, s0.loss_bbox: 0.2398, s1.loss_cls: 0.0217, s1.acc: 98.5179, s1.loss_bbox: 0.1272, s2.loss_cls: 0.0102, s2.acc: 98.5518, s2.loss_bbox: 0.0609, loss: 0.5299
2022-03-24 10:07:01,912 - mmdet - INFO - Epoch [23][30/336]	lr: 1.938e-06, eta: 1:59:33, time: 0.901, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0595, s0.acc: 97.9691, s0.loss_bbox: 0.2335, s1.loss_cls: 0.0212, s1.acc: 98.5646, s1.loss_bbox: 0.1205, s2.loss_cls: 0.0101, s2.acc: 98.5573, s2.loss_bbox: 0.0572, loss: 0.5104
2022-03-24 10:07:10,164 - mmdet - INFO - Epoch [23][40/336]	lr: 1.938e-06, eta: 1:59:25, time: 0.832, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0593, s0.acc: 97.9236, s0.loss_bbox: 0.2330, s1.loss_cls: 0.0220, s1.acc: 98.4542, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0109, s2.acc: 98.3864, s2.loss_bbox: 0.0580, loss: 0.5129
2022-03-24 10:07:17,947 - mmdet - INFO - Epoch [23][50/336]	lr: 1.938e-06, eta: 1:59:16, time: 0.778, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0615, s0.acc: 97.9431, s0.loss_bbox: 0.2321, s1.loss_cls: 0.0222, s1.acc: 98.5454, s1.loss_bbox: 0.1183, s2.loss_cls: 0.0101, s2.acc: 98.5931, s2.loss_bbox: 0.0568, loss: 0.5094
2022-03-24 10:07:25,634 - mmdet - INFO - Epoch [23][60/336]	lr: 1.938e-06, eta: 1:59:07, time: 0.769, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0061, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0687, s0.acc: 97.6764, s0.loss_bbox: 0.2533, s1.loss_cls: 0.0257, s1.acc: 98.3093, s1.loss_bbox: 0.1339, s2.loss_cls: 0.0119, s2.acc: 98.3565, s2.loss_bbox: 0.0629, loss: 0.5660
2022-03-24 10:07:33,457 - mmdet - INFO - Epoch [23][70/336]	lr: 1.938e-06, eta: 1:58:59, time: 0.782, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0634, s0.acc: 97.8522, s0.loss_bbox: 0.2347, s1.loss_cls: 0.0236, s1.acc: 98.4453, s1.loss_bbox: 0.1242, s2.loss_cls: 0.0105, s2.acc: 98.5316, s2.loss_bbox: 0.0595, loss: 0.5246
2022-03-24 10:07:42,458 - mmdet - INFO - Epoch [23][80/336]	lr: 1.938e-06, eta: 1:58:51, time: 0.893, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0640, s0.acc: 97.7878, s0.loss_bbox: 0.2395, s1.loss_cls: 0.0246, s1.acc: 98.2918, s1.loss_bbox: 0.1249, s2.loss_cls: 0.0115, s2.acc: 98.3421, s2.loss_bbox: 0.0583, loss: 0.5315
2022-03-24 10:07:51,449 - mmdet - INFO - Epoch [23][90/336]	lr: 1.938e-06, eta: 1:58:44, time: 0.899, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0552, s0.acc: 98.0557, s0.loss_bbox: 0.2316, s1.loss_cls: 0.0200, s1.acc: 98.6013, s1.loss_bbox: 0.1214, s2.loss_cls: 0.0100, s2.acc: 98.6218, s2.loss_bbox: 0.0570, loss: 0.5026
2022-03-24 10:08:00,437 - mmdet - INFO - Epoch [23][100/336]	lr: 1.938e-06, eta: 1:58:37, time: 0.899, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0524, s0.acc: 98.2013, s0.loss_bbox: 0.2158, s1.loss_cls: 0.0189, s1.acc: 98.7253, s1.loss_bbox: 0.1102, s2.loss_cls: 0.0089, s2.acc: 98.7049, s2.loss_bbox: 0.0518, loss: 0.4665
2022-03-24 10:08:09,282 - mmdet - INFO - Epoch [23][110/336]	lr: 1.938e-06, eta: 1:58:29, time: 0.891, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0539, s0.acc: 98.1860, s0.loss_bbox: 0.2267, s1.loss_cls: 0.0199, s1.acc: 98.6848, s1.loss_bbox: 0.1149, s2.loss_cls: 0.0097, s2.acc: 98.6258, s2.loss_bbox: 0.0535, loss: 0.4867
2022-03-24 10:08:16,615 - mmdet - INFO - Epoch [23][120/336]	lr: 1.938e-06, eta: 1:58:20, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0557, s0.acc: 98.0109, s0.loss_bbox: 0.2312, s1.loss_cls: 0.0212, s1.acc: 98.5610, s1.loss_bbox: 0.1229, s2.loss_cls: 0.0100, s2.acc: 98.5554, s2.loss_bbox: 0.0579, loss: 0.5076
2022-03-24 10:08:25,574 - mmdet - INFO - Epoch [23][130/336]	lr: 1.938e-06, eta: 1:58:12, time: 0.896, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0565, s0.acc: 98.0423, s0.loss_bbox: 0.2285, s1.loss_cls: 0.0206, s1.acc: 98.6230, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0100, s2.acc: 98.6165, s2.loss_bbox: 0.0575, loss: 0.5016
2022-03-24 10:08:34,100 - mmdet - INFO - Epoch [23][140/336]	lr: 1.938e-06, eta: 1:58:04, time: 0.846, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0541, s0.acc: 98.0392, s0.loss_bbox: 0.2345, s1.loss_cls: 0.0197, s1.acc: 98.5757, s1.loss_bbox: 0.1227, s2.loss_cls: 0.0099, s2.acc: 98.5005, s2.loss_bbox: 0.0587, loss: 0.5072
2022-03-24 10:08:43,298 - mmdet - INFO - Epoch [23][150/336]	lr: 1.938e-06, eta: 1:57:57, time: 0.920, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0644, s0.acc: 97.7637, s0.loss_bbox: 0.2544, s1.loss_cls: 0.0244, s1.acc: 98.3417, s1.loss_bbox: 0.1345, s2.loss_cls: 0.0115, s2.acc: 98.3478, s2.loss_bbox: 0.0629, loss: 0.5611
2022-03-24 10:08:52,312 - mmdet - INFO - Epoch [23][160/336]	lr: 1.938e-06, eta: 1:57:50, time: 0.908, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0036, s0.loss_cls: 0.0658, s0.acc: 97.7682, s0.loss_bbox: 0.2521, s1.loss_cls: 0.0239, s1.acc: 98.3966, s1.loss_bbox: 0.1296, s2.loss_cls: 0.0110, s2.acc: 98.4396, s2.loss_bbox: 0.0616, loss: 0.5534
2022-03-24 10:09:00,467 - mmdet - INFO - Epoch [23][170/336]	lr: 1.938e-06, eta: 1:57:42, time: 0.815, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0658, s0.acc: 97.7386, s0.loss_bbox: 0.2482, s1.loss_cls: 0.0243, s1.acc: 98.3361, s1.loss_bbox: 0.1287, s2.loss_cls: 0.0118, s2.acc: 98.3201, s2.loss_bbox: 0.0597, loss: 0.5476
2022-03-24 10:09:07,799 - mmdet - INFO - Epoch [23][180/336]	lr: 1.938e-06, eta: 1:57:32, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0608, s0.acc: 97.9303, s0.loss_bbox: 0.2385, s1.loss_cls: 0.0224, s1.acc: 98.5448, s1.loss_bbox: 0.1237, s2.loss_cls: 0.0101, s2.acc: 98.6003, s2.loss_bbox: 0.0583, loss: 0.5219
2022-03-24 10:09:15,335 - mmdet - INFO - Epoch [23][190/336]	lr: 1.938e-06, eta: 1:57:23, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0586, s0.acc: 97.9529, s0.loss_bbox: 0.2457, s1.loss_cls: 0.0198, s1.acc: 98.6680, s1.loss_bbox: 0.1302, s2.loss_cls: 0.0098, s2.acc: 98.6529, s2.loss_bbox: 0.0622, loss: 0.5340
2022-03-24 10:09:22,719 - mmdet - INFO - Epoch [23][200/336]	lr: 1.938e-06, eta: 1:57:14, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0627, s0.acc: 97.7039, s0.loss_bbox: 0.2587, s1.loss_cls: 0.0237, s1.acc: 98.2390, s1.loss_bbox: 0.1364, s2.loss_cls: 0.0110, s2.acc: 98.2887, s2.loss_bbox: 0.0639, loss: 0.5636
2022-03-24 10:09:30,099 - mmdet - INFO - Epoch [23][210/336]	lr: 1.938e-06, eta: 1:57:05, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0664, s0.acc: 97.6501, s0.loss_bbox: 0.2617, s1.loss_cls: 0.0243, s1.acc: 98.2724, s1.loss_bbox: 0.1358, s2.loss_cls: 0.0117, s2.acc: 98.2805, s2.loss_bbox: 0.0648, loss: 0.5743
2022-03-24 10:09:37,436 - mmdet - INFO - Epoch [23][220/336]	lr: 1.938e-06, eta: 1:56:56, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0599, s0.acc: 97.8784, s0.loss_bbox: 0.2376, s1.loss_cls: 0.0222, s1.acc: 98.4152, s1.loss_bbox: 0.1273, s2.loss_cls: 0.0110, s2.acc: 98.3151, s2.loss_bbox: 0.0610, loss: 0.5275
2022-03-24 10:09:44,786 - mmdet - INFO - Epoch [23][230/336]	lr: 1.938e-06, eta: 1:56:46, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0593, s0.acc: 97.9568, s0.loss_bbox: 0.2284, s1.loss_cls: 0.0210, s1.acc: 98.5506, s1.loss_bbox: 0.1195, s2.loss_cls: 0.0097, s2.acc: 98.5603, s2.loss_bbox: 0.0563, loss: 0.5024
2022-03-24 10:09:53,125 - mmdet - INFO - Epoch [23][240/336]	lr: 1.938e-06, eta: 1:56:38, time: 0.834, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0566, s0.acc: 98.0588, s0.loss_bbox: 0.2294, s1.loss_cls: 0.0204, s1.acc: 98.6424, s1.loss_bbox: 0.1217, s2.loss_cls: 0.0098, s2.acc: 98.6077, s2.loss_bbox: 0.0575, loss: 0.5036
2022-03-24 10:10:00,780 - mmdet - INFO - Epoch [23][250/336]	lr: 1.938e-06, eta: 1:56:29, time: 0.765, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0610, s0.acc: 97.9434, s0.loss_bbox: 0.2368, s1.loss_cls: 0.0223, s1.acc: 98.5536, s1.loss_bbox: 0.1218, s2.loss_cls: 0.0105, s2.acc: 98.5386, s2.loss_bbox: 0.0573, loss: 0.5184
2022-03-24 10:10:08,442 - mmdet - INFO - Epoch [23][260/336]	lr: 1.938e-06, eta: 1:56:20, time: 0.766, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0605, s0.acc: 97.8522, s0.loss_bbox: 0.2480, s1.loss_cls: 0.0220, s1.acc: 98.4526, s1.loss_bbox: 0.1324, s2.loss_cls: 0.0104, s2.acc: 98.4233, s2.loss_bbox: 0.0626, loss: 0.5440
2022-03-24 10:10:15,793 - mmdet - INFO - Epoch [23][270/336]	lr: 1.938e-06, eta: 1:56:11, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0655, s0.acc: 97.7612, s0.loss_bbox: 0.2478, s1.loss_cls: 0.0244, s1.acc: 98.3038, s1.loss_bbox: 0.1315, s2.loss_cls: 0.0111, s2.acc: 98.4141, s2.loss_bbox: 0.0611, loss: 0.5505
2022-03-24 10:10:23,160 - mmdet - INFO - Epoch [23][280/336]	lr: 1.938e-06, eta: 1:56:02, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0592, s0.acc: 97.9190, s0.loss_bbox: 0.2381, s1.loss_cls: 0.0218, s1.acc: 98.4595, s1.loss_bbox: 0.1252, s2.loss_cls: 0.0105, s2.acc: 98.4125, s2.loss_bbox: 0.0591, loss: 0.5218
2022-03-24 10:10:30,638 - mmdet - INFO - Epoch [23][290/336]	lr: 1.938e-06, eta: 1:55:53, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0625, s0.acc: 97.8244, s0.loss_bbox: 0.2419, s1.loss_cls: 0.0232, s1.acc: 98.3442, s1.loss_bbox: 0.1246, s2.loss_cls: 0.0115, s2.acc: 98.2807, s2.loss_bbox: 0.0586, loss: 0.5310
2022-03-24 10:10:38,135 - mmdet - INFO - Epoch [23][300/336]	lr: 1.938e-06, eta: 1:55:44, time: 0.756, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0572, s0.acc: 97.9306, s0.loss_bbox: 0.2348, s1.loss_cls: 0.0200, s1.acc: 98.6003, s1.loss_bbox: 0.1250, s2.loss_cls: 0.0102, s2.acc: 98.5390, s2.loss_bbox: 0.0604, loss: 0.5158
2022-03-24 10:10:45,472 - mmdet - INFO - Epoch [23][310/336]	lr: 1.938e-06, eta: 1:55:35, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0572, s0.acc: 97.9337, s0.loss_bbox: 0.2285, s1.loss_cls: 0.0212, s1.acc: 98.4796, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0101, s2.acc: 98.4864, s2.loss_bbox: 0.0576, loss: 0.5033
2022-03-24 10:10:52,852 - mmdet - INFO - Epoch [23][320/336]	lr: 1.938e-06, eta: 1:55:26, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0070, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0619, s0.acc: 97.8607, s0.loss_bbox: 0.2347, s1.loss_cls: 0.0230, s1.acc: 98.4506, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0108, s2.acc: 98.5356, s2.loss_bbox: 0.0571, loss: 0.5189
2022-03-24 10:11:00,691 - mmdet - INFO - Epoch [23][330/336]	lr: 1.938e-06, eta: 1:55:17, time: 0.779, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0544, s0.acc: 98.0133, s0.loss_bbox: 0.2267, s1.loss_cls: 0.0196, s1.acc: 98.5506, s1.loss_bbox: 0.1195, s2.loss_cls: 0.0097, s2.acc: 98.5568, s2.loss_bbox: 0.0574, loss: 0.4940
2022-03-24 10:11:28,038 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:11:28,344 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:11:28,344 - mmdet - INFO - Epoch(val) [23][336]	bbox_mAP: 0.1100, bbox_mAP_50: 0.2140, bbox_mAP_75: 0.0960, bbox_mAP_s: 0.1060, bbox_mAP_m: 0.1310, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.110 0.214 0.096 0.106 0.131 -1.000
2022-03-24 10:11:55,722 - mmdet - INFO - Epoch [24][10/336]	lr: 1.938e-06, eta: 1:55:19, time: 2.736, data_time: 1.879, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0526, s0.acc: 98.1403, s0.loss_bbox: 0.2192, s1.loss_cls: 0.0191, s1.acc: 98.6882, s1.loss_bbox: 0.1146, s2.loss_cls: 0.0090, s2.acc: 98.7299, s2.loss_bbox: 0.0552, loss: 0.4771
2022-03-24 10:12:03,489 - mmdet - INFO - Epoch [24][20/336]	lr: 1.938e-06, eta: 1:55:10, time: 0.777, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0559, s0.acc: 98.0078, s0.loss_bbox: 0.2291, s1.loss_cls: 0.0216, s1.acc: 98.4817, s1.loss_bbox: 0.1212, s2.loss_cls: 0.0100, s2.acc: 98.5285, s2.loss_bbox: 0.0582, loss: 0.5043
2022-03-24 10:12:11,118 - mmdet - INFO - Epoch [24][30/336]	lr: 1.938e-06, eta: 1:55:01, time: 0.762, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0567, s0.acc: 97.9486, s0.loss_bbox: 0.2376, s1.loss_cls: 0.0202, s1.acc: 98.5486, s1.loss_bbox: 0.1239, s2.loss_cls: 0.0097, s2.acc: 98.4980, s2.loss_bbox: 0.0587, loss: 0.5152
2022-03-24 10:12:18,448 - mmdet - INFO - Epoch [24][40/336]	lr: 1.938e-06, eta: 1:54:52, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0546, s0.acc: 98.0548, s0.loss_bbox: 0.2313, s1.loss_cls: 0.0192, s1.acc: 98.6391, s1.loss_bbox: 0.1243, s2.loss_cls: 0.0093, s2.acc: 98.6268, s2.loss_bbox: 0.0604, loss: 0.5061
2022-03-24 10:12:25,828 - mmdet - INFO - Epoch [24][50/336]	lr: 1.938e-06, eta: 1:54:43, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0599, s0.acc: 97.8079, s0.loss_bbox: 0.2424, s1.loss_cls: 0.0216, s1.acc: 98.4637, s1.loss_bbox: 0.1288, s2.loss_cls: 0.0104, s2.acc: 98.4750, s2.loss_bbox: 0.0614, loss: 0.5325
2022-03-24 10:12:33,164 - mmdet - INFO - Epoch [24][60/336]	lr: 1.938e-06, eta: 1:54:34, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0580, s0.acc: 97.9510, s0.loss_bbox: 0.2431, s1.loss_cls: 0.0210, s1.acc: 98.6160, s1.loss_bbox: 0.1315, s2.loss_cls: 0.0104, s2.acc: 98.4976, s2.loss_bbox: 0.0637, loss: 0.5350
2022-03-24 10:12:40,550 - mmdet - INFO - Epoch [24][70/336]	lr: 1.938e-06, eta: 1:54:25, time: 0.739, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0614, s0.acc: 97.9193, s0.loss_bbox: 0.2371, s1.loss_cls: 0.0229, s1.acc: 98.4116, s1.loss_bbox: 0.1214, s2.loss_cls: 0.0108, s2.acc: 98.4641, s2.loss_bbox: 0.0572, loss: 0.5199
2022-03-24 10:12:47,968 - mmdet - INFO - Epoch [24][80/336]	lr: 1.938e-06, eta: 1:54:16, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0548, s0.acc: 98.1116, s0.loss_bbox: 0.2298, s1.loss_cls: 0.0203, s1.acc: 98.6426, s1.loss_bbox: 0.1201, s2.loss_cls: 0.0100, s2.acc: 98.5567, s2.loss_bbox: 0.0573, loss: 0.5001
2022-03-24 10:12:55,317 - mmdet - INFO - Epoch [24][90/336]	lr: 1.938e-06, eta: 1:54:06, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0561, s0.acc: 98.0359, s0.loss_bbox: 0.2349, s1.loss_cls: 0.0208, s1.acc: 98.5959, s1.loss_bbox: 0.1237, s2.loss_cls: 0.0098, s2.acc: 98.5777, s2.loss_bbox: 0.0594, loss: 0.5125
2022-03-24 10:13:03,606 - mmdet - INFO - Epoch [24][100/336]	lr: 1.938e-06, eta: 1:53:58, time: 0.829, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0530, s0.acc: 98.0527, s0.loss_bbox: 0.2333, s1.loss_cls: 0.0183, s1.acc: 98.6963, s1.loss_bbox: 0.1238, s2.loss_cls: 0.0089, s2.acc: 98.6967, s2.loss_bbox: 0.0597, loss: 0.5038
2022-03-24 10:13:11,277 - mmdet - INFO - Epoch [24][110/336]	lr: 1.938e-06, eta: 1:53:49, time: 0.767, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0647, s0.acc: 97.7469, s0.loss_bbox: 0.2516, s1.loss_cls: 0.0246, s1.acc: 98.3801, s1.loss_bbox: 0.1322, s2.loss_cls: 0.0119, s2.acc: 98.3096, s2.loss_bbox: 0.0621, loss: 0.5561
2022-03-24 10:13:18,752 - mmdet - INFO - Epoch [24][120/336]	lr: 1.938e-06, eta: 1:53:40, time: 0.747, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0515, s0.acc: 98.1873, s0.loss_bbox: 0.2215, s1.loss_cls: 0.0187, s1.acc: 98.7246, s1.loss_bbox: 0.1167, s2.loss_cls: 0.0090, s2.acc: 98.7084, s2.loss_bbox: 0.0556, loss: 0.4800
2022-03-24 10:13:26,864 - mmdet - INFO - Epoch [24][130/336]	lr: 1.938e-06, eta: 1:53:32, time: 0.811, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0524, s0.acc: 98.1491, s0.loss_bbox: 0.2308, s1.loss_cls: 0.0191, s1.acc: 98.6729, s1.loss_bbox: 0.1230, s2.loss_cls: 0.0091, s2.acc: 98.6658, s2.loss_bbox: 0.0597, loss: 0.5013
2022-03-24 10:13:34,219 - mmdet - INFO - Epoch [24][140/336]	lr: 1.938e-06, eta: 1:53:23, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0600, s0.acc: 97.8888, s0.loss_bbox: 0.2387, s1.loss_cls: 0.0224, s1.acc: 98.4265, s1.loss_bbox: 0.1242, s2.loss_cls: 0.0105, s2.acc: 98.4616, s2.loss_bbox: 0.0593, loss: 0.5242
2022-03-24 10:13:41,582 - mmdet - INFO - Epoch [24][150/336]	lr: 1.938e-06, eta: 1:53:14, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0563, s0.acc: 97.9681, s0.loss_bbox: 0.2322, s1.loss_cls: 0.0203, s1.acc: 98.5618, s1.loss_bbox: 0.1242, s2.loss_cls: 0.0102, s2.acc: 98.4908, s2.loss_bbox: 0.0595, loss: 0.5103
2022-03-24 10:13:48,977 - mmdet - INFO - Epoch [24][160/336]	lr: 1.938e-06, eta: 1:53:04, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0604, s0.acc: 97.8824, s0.loss_bbox: 0.2395, s1.loss_cls: 0.0221, s1.acc: 98.5011, s1.loss_bbox: 0.1274, s2.loss_cls: 0.0102, s2.acc: 98.5302, s2.loss_bbox: 0.0610, loss: 0.5292
2022-03-24 10:13:56,343 - mmdet - INFO - Epoch [24][170/336]	lr: 1.938e-06, eta: 1:52:55, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0592, s0.acc: 97.9483, s0.loss_bbox: 0.2333, s1.loss_cls: 0.0213, s1.acc: 98.5384, s1.loss_bbox: 0.1234, s2.loss_cls: 0.0105, s2.acc: 98.4929, s2.loss_bbox: 0.0584, loss: 0.5145
2022-03-24 10:14:03,683 - mmdet - INFO - Epoch [24][180/336]	lr: 1.938e-06, eta: 1:52:46, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0547, s0.acc: 98.0585, s0.loss_bbox: 0.2257, s1.loss_cls: 0.0201, s1.acc: 98.5519, s1.loss_bbox: 0.1175, s2.loss_cls: 0.0101, s2.acc: 98.4614, s2.loss_bbox: 0.0561, loss: 0.4919
2022-03-24 10:14:11,091 - mmdet - INFO - Epoch [24][190/336]	lr: 1.938e-06, eta: 1:52:37, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0613, s0.acc: 97.8671, s0.loss_bbox: 0.2336, s1.loss_cls: 0.0216, s1.acc: 98.5147, s1.loss_bbox: 0.1193, s2.loss_cls: 0.0101, s2.acc: 98.5523, s2.loss_bbox: 0.0562, loss: 0.5111
2022-03-24 10:14:19,236 - mmdet - INFO - Epoch [24][200/336]	lr: 1.938e-06, eta: 1:52:29, time: 0.814, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0586, s0.acc: 97.8409, s0.loss_bbox: 0.2388, s1.loss_cls: 0.0220, s1.acc: 98.3910, s1.loss_bbox: 0.1273, s2.loss_cls: 0.0112, s2.acc: 98.3073, s2.loss_bbox: 0.0603, loss: 0.5255
2022-03-24 10:14:27,738 - mmdet - INFO - Epoch [24][210/336]	lr: 1.938e-06, eta: 1:52:21, time: 0.843, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0625, s0.acc: 97.7798, s0.loss_bbox: 0.2503, s1.loss_cls: 0.0226, s1.acc: 98.3939, s1.loss_bbox: 0.1302, s2.loss_cls: 0.0106, s2.acc: 98.4325, s2.loss_bbox: 0.0617, loss: 0.5471
2022-03-24 10:14:36,238 - mmdet - INFO - Epoch [24][220/336]	lr: 1.938e-06, eta: 1:52:13, time: 0.857, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0037, s0.loss_cls: 0.0636, s0.acc: 97.7945, s0.loss_bbox: 0.2483, s1.loss_cls: 0.0236, s1.acc: 98.4067, s1.loss_bbox: 0.1281, s2.loss_cls: 0.0113, s2.acc: 98.3921, s2.loss_bbox: 0.0613, loss: 0.5456
2022-03-24 10:14:43,577 - mmdet - INFO - Epoch [24][230/336]	lr: 1.938e-06, eta: 1:52:04, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0521, s0.acc: 98.1784, s0.loss_bbox: 0.2195, s1.loss_cls: 0.0182, s1.acc: 98.7426, s1.loss_bbox: 0.1164, s2.loss_cls: 0.0090, s2.acc: 98.7172, s2.loss_bbox: 0.0558, loss: 0.4781
2022-03-24 10:14:50,943 - mmdet - INFO - Epoch [24][240/336]	lr: 1.938e-06, eta: 1:51:55, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0526, s0.acc: 98.1097, s0.loss_bbox: 0.2348, s1.loss_cls: 0.0177, s1.acc: 98.7605, s1.loss_bbox: 0.1252, s2.loss_cls: 0.0088, s2.acc: 98.6659, s2.loss_bbox: 0.0608, loss: 0.5072
2022-03-24 10:14:58,332 - mmdet - INFO - Epoch [24][250/336]	lr: 1.938e-06, eta: 1:51:46, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0606, s0.acc: 97.8650, s0.loss_bbox: 0.2412, s1.loss_cls: 0.0216, s1.acc: 98.5056, s1.loss_bbox: 0.1260, s2.loss_cls: 0.0104, s2.acc: 98.4425, s2.loss_bbox: 0.0591, loss: 0.5266
2022-03-24 10:15:05,719 - mmdet - INFO - Epoch [24][260/336]	lr: 1.938e-06, eta: 1:51:36, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0591, s0.acc: 97.8531, s0.loss_bbox: 0.2441, s1.loss_cls: 0.0215, s1.acc: 98.4672, s1.loss_bbox: 0.1275, s2.loss_cls: 0.0106, s2.acc: 98.4598, s2.loss_bbox: 0.0606, loss: 0.5318
2022-03-24 10:15:13,079 - mmdet - INFO - Epoch [24][270/336]	lr: 1.938e-06, eta: 1:51:27, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0558, s0.acc: 98.0090, s0.loss_bbox: 0.2327, s1.loss_cls: 0.0205, s1.acc: 98.5380, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0095, s2.acc: 98.5320, s2.loss_bbox: 0.0569, loss: 0.5043
2022-03-24 10:15:20,461 - mmdet - INFO - Epoch [24][280/336]	lr: 1.938e-06, eta: 1:51:18, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0558, s0.acc: 98.0664, s0.loss_bbox: 0.2350, s1.loss_cls: 0.0204, s1.acc: 98.6181, s1.loss_bbox: 0.1243, s2.loss_cls: 0.0097, s2.acc: 98.5432, s2.loss_bbox: 0.0591, loss: 0.5122
2022-03-24 10:15:27,788 - mmdet - INFO - Epoch [24][290/336]	lr: 1.938e-06, eta: 1:51:09, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0538, s0.acc: 98.1342, s0.loss_bbox: 0.2211, s1.loss_cls: 0.0193, s1.acc: 98.6526, s1.loss_bbox: 0.1145, s2.loss_cls: 0.0093, s2.acc: 98.6199, s2.loss_bbox: 0.0533, loss: 0.4800
2022-03-24 10:15:35,997 - mmdet - INFO - Epoch [24][300/336]	lr: 1.938e-06, eta: 1:51:01, time: 0.821, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0534, s0.acc: 98.1305, s0.loss_bbox: 0.2200, s1.loss_cls: 0.0196, s1.acc: 98.5900, s1.loss_bbox: 0.1139, s2.loss_cls: 0.0094, s2.acc: 98.6705, s2.loss_bbox: 0.0538, loss: 0.4778
2022-03-24 10:15:44,454 - mmdet - INFO - Epoch [24][310/336]	lr: 1.938e-06, eta: 1:50:53, time: 0.839, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0554, s0.acc: 98.0032, s0.loss_bbox: 0.2324, s1.loss_cls: 0.0196, s1.acc: 98.6063, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0095, s2.acc: 98.5818, s2.loss_bbox: 0.0578, loss: 0.5037
2022-03-24 10:15:53,573 - mmdet - INFO - Epoch [24][320/336]	lr: 1.938e-06, eta: 1:50:45, time: 0.912, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0593, s0.acc: 97.8479, s0.loss_bbox: 0.2536, s1.loss_cls: 0.0220, s1.acc: 98.3662, s1.loss_bbox: 0.1337, s2.loss_cls: 0.0108, s2.acc: 98.3596, s2.loss_bbox: 0.0638, loss: 0.5511
2022-03-24 10:16:02,565 - mmdet - INFO - Epoch [24][330/336]	lr: 1.938e-06, eta: 1:50:38, time: 0.905, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0579, s0.acc: 97.9871, s0.loss_bbox: 0.2369, s1.loss_cls: 0.0212, s1.acc: 98.6177, s1.loss_bbox: 0.1251, s2.loss_cls: 0.0100, s2.acc: 98.6199, s2.loss_bbox: 0.0591, loss: 0.5191
2022-03-24 10:16:07,786 - mmdet - INFO - Saving checkpoint at 24 epochs
2022-03-24 10:16:44,965 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:16:45,240 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:16:45,240 - mmdet - INFO - Epoch(val) [24][336]	bbox_mAP: 0.1070, bbox_mAP_50: 0.1890, bbox_mAP_75: 0.1140, bbox_mAP_s: 0.0840, bbox_mAP_m: 0.1840, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.107 0.189 0.114 0.084 0.184 -1.000
2022-03-24 10:17:15,073 - mmdet - INFO - Epoch [25][10/336]	lr: 1.938e-06, eta: 1:50:41, time: 2.975, data_time: 2.084, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0605, s0.acc: 97.8964, s0.loss_bbox: 0.2344, s1.loss_cls: 0.0228, s1.acc: 98.4354, s1.loss_bbox: 0.1219, s2.loss_cls: 0.0106, s2.acc: 98.4317, s2.loss_bbox: 0.0579, loss: 0.5165
2022-03-24 10:17:22,832 - mmdet - INFO - Epoch [25][20/336]	lr: 1.938e-06, eta: 1:50:33, time: 0.783, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0604, s0.acc: 97.8839, s0.loss_bbox: 0.2396, s1.loss_cls: 0.0223, s1.acc: 98.4191, s1.loss_bbox: 0.1241, s2.loss_cls: 0.0102, s2.acc: 98.4572, s2.loss_bbox: 0.0591, loss: 0.5242
2022-03-24 10:17:30,169 - mmdet - INFO - Epoch [25][30/336]	lr: 1.938e-06, eta: 1:50:24, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0579, s0.acc: 97.9724, s0.loss_bbox: 0.2392, s1.loss_cls: 0.0207, s1.acc: 98.5572, s1.loss_bbox: 0.1269, s2.loss_cls: 0.0106, s2.acc: 98.4806, s2.loss_bbox: 0.0603, loss: 0.5240
2022-03-24 10:17:37,502 - mmdet - INFO - Epoch [25][40/336]	lr: 1.938e-06, eta: 1:50:15, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0550, s0.acc: 98.0170, s0.loss_bbox: 0.2274, s1.loss_cls: 0.0201, s1.acc: 98.5811, s1.loss_bbox: 0.1189, s2.loss_cls: 0.0097, s2.acc: 98.5783, s2.loss_bbox: 0.0569, loss: 0.4956
2022-03-24 10:17:45,016 - mmdet - INFO - Epoch [25][50/336]	lr: 1.938e-06, eta: 1:50:06, time: 0.751, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0544, s0.acc: 98.0353, s0.loss_bbox: 0.2304, s1.loss_cls: 0.0197, s1.acc: 98.6135, s1.loss_bbox: 0.1193, s2.loss_cls: 0.0092, s2.acc: 98.6421, s2.loss_bbox: 0.0567, loss: 0.4975
2022-03-24 10:17:53,116 - mmdet - INFO - Epoch [25][60/336]	lr: 1.938e-06, eta: 1:49:57, time: 0.810, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0623, s0.acc: 97.8311, s0.loss_bbox: 0.2445, s1.loss_cls: 0.0227, s1.acc: 98.4077, s1.loss_bbox: 0.1284, s2.loss_cls: 0.0110, s2.acc: 98.2974, s2.loss_bbox: 0.0612, loss: 0.5390
2022-03-24 10:18:01,115 - mmdet - INFO - Epoch [25][70/336]	lr: 1.938e-06, eta: 1:49:49, time: 0.800, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0597, s0.acc: 97.8818, s0.loss_bbox: 0.2346, s1.loss_cls: 0.0228, s1.acc: 98.4329, s1.loss_bbox: 0.1213, s2.loss_cls: 0.0110, s2.acc: 98.3296, s2.loss_bbox: 0.0566, loss: 0.5139
2022-03-24 10:18:08,679 - mmdet - INFO - Epoch [25][80/336]	lr: 1.938e-06, eta: 1:49:40, time: 0.756, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0562, s0.acc: 98.1082, s0.loss_bbox: 0.2334, s1.loss_cls: 0.0201, s1.acc: 98.7047, s1.loss_bbox: 0.1216, s2.loss_cls: 0.0096, s2.acc: 98.7139, s2.loss_bbox: 0.0590, loss: 0.5083
2022-03-24 10:18:17,167 - mmdet - INFO - Epoch [25][90/336]	lr: 1.938e-06, eta: 1:49:32, time: 0.849, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0583, s0.acc: 98.0188, s0.loss_bbox: 0.2336, s1.loss_cls: 0.0217, s1.acc: 98.4532, s1.loss_bbox: 0.1231, s2.loss_cls: 0.0100, s2.acc: 98.4681, s2.loss_bbox: 0.0585, loss: 0.5141
2022-03-24 10:18:24,483 - mmdet - INFO - Epoch [25][100/336]	lr: 1.938e-06, eta: 1:49:23, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0559, s0.acc: 98.1195, s0.loss_bbox: 0.2189, s1.loss_cls: 0.0213, s1.acc: 98.5413, s1.loss_bbox: 0.1127, s2.loss_cls: 0.0101, s2.acc: 98.5282, s2.loss_bbox: 0.0529, loss: 0.4798
2022-03-24 10:18:31,888 - mmdet - INFO - Epoch [25][110/336]	lr: 1.938e-06, eta: 1:49:14, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0571, s0.acc: 98.0304, s0.loss_bbox: 0.2231, s1.loss_cls: 0.0216, s1.acc: 98.5414, s1.loss_bbox: 0.1132, s2.loss_cls: 0.0097, s2.acc: 98.5604, s2.loss_bbox: 0.0528, loss: 0.4845
2022-03-24 10:18:39,266 - mmdet - INFO - Epoch [25][120/336]	lr: 1.938e-06, eta: 1:49:04, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0577, s0.acc: 97.9459, s0.loss_bbox: 0.2338, s1.loss_cls: 0.0216, s1.acc: 98.5145, s1.loss_bbox: 0.1240, s2.loss_cls: 0.0099, s2.acc: 98.5910, s2.loss_bbox: 0.0594, loss: 0.5146
2022-03-24 10:18:46,581 - mmdet - INFO - Epoch [25][130/336]	lr: 1.938e-06, eta: 1:48:55, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0532, s0.acc: 98.1543, s0.loss_bbox: 0.2131, s1.loss_cls: 0.0188, s1.acc: 98.7309, s1.loss_bbox: 0.1122, s2.loss_cls: 0.0087, s2.acc: 98.7479, s2.loss_bbox: 0.0545, loss: 0.4679
2022-03-24 10:18:53,904 - mmdet - INFO - Epoch [25][140/336]	lr: 1.938e-06, eta: 1:48:46, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0559, s0.acc: 98.0652, s0.loss_bbox: 0.2252, s1.loss_cls: 0.0208, s1.acc: 98.5874, s1.loss_bbox: 0.1173, s2.loss_cls: 0.0097, s2.acc: 98.6405, s2.loss_bbox: 0.0562, loss: 0.4927
2022-03-24 10:19:01,449 - mmdet - INFO - Epoch [25][150/336]	lr: 1.938e-06, eta: 1:48:37, time: 0.754, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0508, s0.acc: 98.2358, s0.loss_bbox: 0.2309, s1.loss_cls: 0.0185, s1.acc: 98.7334, s1.loss_bbox: 0.1238, s2.loss_cls: 0.0089, s2.acc: 98.7073, s2.loss_bbox: 0.0597, loss: 0.4996
2022-03-24 10:19:09,727 - mmdet - INFO - Epoch [25][160/336]	lr: 1.938e-06, eta: 1:48:29, time: 0.828, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0564, s0.acc: 98.0310, s0.loss_bbox: 0.2259, s1.loss_cls: 0.0208, s1.acc: 98.5775, s1.loss_bbox: 0.1165, s2.loss_cls: 0.0100, s2.acc: 98.5418, s2.loss_bbox: 0.0553, loss: 0.4924
2022-03-24 10:19:17,383 - mmdet - INFO - Epoch [25][170/336]	lr: 1.938e-06, eta: 1:48:20, time: 0.766, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0541, s0.acc: 98.0768, s0.loss_bbox: 0.2271, s1.loss_cls: 0.0196, s1.acc: 98.6938, s1.loss_bbox: 0.1177, s2.loss_cls: 0.0092, s2.acc: 98.6984, s2.loss_bbox: 0.0561, loss: 0.4912
2022-03-24 10:19:24,935 - mmdet - INFO - Epoch [25][180/336]	lr: 1.938e-06, eta: 1:48:11, time: 0.755, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0615, s0.acc: 97.9568, s0.loss_bbox: 0.2319, s1.loss_cls: 0.0223, s1.acc: 98.5629, s1.loss_bbox: 0.1186, s2.loss_cls: 0.0100, s2.acc: 98.6222, s2.loss_bbox: 0.0564, loss: 0.5095
2022-03-24 10:19:32,257 - mmdet - INFO - Epoch [25][190/336]	lr: 1.938e-06, eta: 1:48:02, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0579, s0.acc: 98.0072, s0.loss_bbox: 0.2236, s1.loss_cls: 0.0214, s1.acc: 98.5368, s1.loss_bbox: 0.1164, s2.loss_cls: 0.0101, s2.acc: 98.5276, s2.loss_bbox: 0.0552, loss: 0.4930
2022-03-24 10:19:39,569 - mmdet - INFO - Epoch [25][200/336]	lr: 1.938e-06, eta: 1:47:53, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0574, s0.acc: 98.0753, s0.loss_bbox: 0.2257, s1.loss_cls: 0.0205, s1.acc: 98.6395, s1.loss_bbox: 0.1162, s2.loss_cls: 0.0096, s2.acc: 98.6357, s2.loss_bbox: 0.0551, loss: 0.4921
2022-03-24 10:19:46,875 - mmdet - INFO - Epoch [25][210/336]	lr: 1.938e-06, eta: 1:47:44, time: 0.730, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0602, s0.acc: 97.9355, s0.loss_bbox: 0.2450, s1.loss_cls: 0.0216, s1.acc: 98.5270, s1.loss_bbox: 0.1261, s2.loss_cls: 0.0097, s2.acc: 98.5917, s2.loss_bbox: 0.0591, loss: 0.5295
2022-03-24 10:19:55,355 - mmdet - INFO - Epoch [25][220/336]	lr: 1.938e-06, eta: 1:47:36, time: 0.841, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0593, s0.acc: 97.9404, s0.loss_bbox: 0.2434, s1.loss_cls: 0.0206, s1.acc: 98.6033, s1.loss_bbox: 0.1261, s2.loss_cls: 0.0094, s2.acc: 98.7005, s2.loss_bbox: 0.0600, loss: 0.5261
2022-03-24 10:20:04,337 - mmdet - INFO - Epoch [25][230/336]	lr: 1.938e-06, eta: 1:47:29, time: 0.898, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0625, s0.acc: 97.7771, s0.loss_bbox: 0.2543, s1.loss_cls: 0.0232, s1.acc: 98.3874, s1.loss_bbox: 0.1325, s2.loss_cls: 0.0112, s2.acc: 98.3928, s2.loss_bbox: 0.0627, loss: 0.5547
2022-03-24 10:20:12,578 - mmdet - INFO - Epoch [25][240/336]	lr: 1.938e-06, eta: 1:47:20, time: 0.831, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0608, s0.acc: 97.8616, s0.loss_bbox: 0.2415, s1.loss_cls: 0.0219, s1.acc: 98.4694, s1.loss_bbox: 0.1245, s2.loss_cls: 0.0105, s2.acc: 98.4049, s2.loss_bbox: 0.0578, loss: 0.5257
2022-03-24 10:20:20,096 - mmdet - INFO - Epoch [25][250/336]	lr: 1.938e-06, eta: 1:47:11, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0450, s0.acc: 98.3704, s0.loss_bbox: 0.2213, s1.loss_cls: 0.0155, s1.acc: 98.8931, s1.loss_bbox: 0.1155, s2.loss_cls: 0.0081, s2.acc: 98.7639, s2.loss_bbox: 0.0547, loss: 0.4672
2022-03-24 10:20:28,091 - mmdet - INFO - Epoch [25][260/336]	lr: 1.938e-06, eta: 1:47:03, time: 0.793, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0060, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0570, s0.acc: 98.0356, s0.loss_bbox: 0.2373, s1.loss_cls: 0.0200, s1.acc: 98.6581, s1.loss_bbox: 0.1221, s2.loss_cls: 0.0094, s2.acc: 98.6525, s2.loss_bbox: 0.0580, loss: 0.5132
2022-03-24 10:20:37,136 - mmdet - INFO - Epoch [25][270/336]	lr: 1.938e-06, eta: 1:46:55, time: 0.904, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0620, s0.acc: 97.8735, s0.loss_bbox: 0.2376, s1.loss_cls: 0.0228, s1.acc: 98.4250, s1.loss_bbox: 0.1230, s2.loss_cls: 0.0108, s2.acc: 98.4496, s2.loss_bbox: 0.0577, loss: 0.5223
2022-03-24 10:20:46,325 - mmdet - INFO - Epoch [25][280/336]	lr: 1.938e-06, eta: 1:46:48, time: 0.919, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0533, s0.acc: 98.0933, s0.loss_bbox: 0.2366, s1.loss_cls: 0.0190, s1.acc: 98.6836, s1.loss_bbox: 0.1257, s2.loss_cls: 0.0090, s2.acc: 98.6719, s2.loss_bbox: 0.0602, loss: 0.5113
2022-03-24 10:20:55,350 - mmdet - INFO - Epoch [25][290/336]	lr: 1.938e-06, eta: 1:46:41, time: 0.903, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0572, s0.acc: 97.9938, s0.loss_bbox: 0.2410, s1.loss_cls: 0.0200, s1.acc: 98.6397, s1.loss_bbox: 0.1237, s2.loss_cls: 0.0095, s2.acc: 98.6468, s2.loss_bbox: 0.0600, loss: 0.5191
2022-03-24 10:21:03,812 - mmdet - INFO - Epoch [25][300/336]	lr: 1.938e-06, eta: 1:46:33, time: 0.853, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0532, s0.acc: 98.1314, s0.loss_bbox: 0.2291, s1.loss_cls: 0.0189, s1.acc: 98.6886, s1.loss_bbox: 0.1204, s2.loss_cls: 0.0091, s2.acc: 98.6391, s2.loss_bbox: 0.0574, loss: 0.4954
2022-03-24 10:21:11,171 - mmdet - INFO - Epoch [25][310/336]	lr: 1.938e-06, eta: 1:46:24, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0543, s0.acc: 98.0795, s0.loss_bbox: 0.2295, s1.loss_cls: 0.0189, s1.acc: 98.7377, s1.loss_bbox: 0.1194, s2.loss_cls: 0.0092, s2.acc: 98.6452, s2.loss_bbox: 0.0576, loss: 0.4964
2022-03-24 10:21:18,530 - mmdet - INFO - Epoch [25][320/336]	lr: 1.938e-06, eta: 1:46:15, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0613, s0.acc: 97.9132, s0.loss_bbox: 0.2413, s1.loss_cls: 0.0219, s1.acc: 98.5619, s1.loss_bbox: 0.1227, s2.loss_cls: 0.0102, s2.acc: 98.5377, s2.loss_bbox: 0.0563, loss: 0.5222
2022-03-24 10:21:26,333 - mmdet - INFO - Epoch [25][330/336]	lr: 1.938e-06, eta: 1:46:06, time: 0.780, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0580, s0.acc: 97.9456, s0.loss_bbox: 0.2369, s1.loss_cls: 0.0207, s1.acc: 98.5361, s1.loss_bbox: 0.1238, s2.loss_cls: 0.0099, s2.acc: 98.5059, s2.loss_bbox: 0.0585, loss: 0.5155
2022-03-24 10:21:51,989 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:21:52,454 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:21:52,455 - mmdet - INFO - Epoch(val) [25][336]	bbox_mAP: 0.1430, bbox_mAP_50: 0.2470, bbox_mAP_75: 0.1440, bbox_mAP_s: 0.1150, bbox_mAP_m: 0.2350, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.143 0.247 0.144 0.115 0.235 -1.000
2022-03-24 10:22:22,306 - mmdet - INFO - Epoch [26][10/336]	lr: 1.938e-06, eta: 1:46:08, time: 2.977, data_time: 2.082, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0595, s0.acc: 97.9684, s0.loss_bbox: 0.2454, s1.loss_cls: 0.0206, s1.acc: 98.6556, s1.loss_bbox: 0.1259, s2.loss_cls: 0.0103, s2.acc: 98.5450, s2.loss_bbox: 0.0585, loss: 0.5290
2022-03-24 10:22:32,084 - mmdet - INFO - Epoch [26][20/336]	lr: 1.938e-06, eta: 1:46:01, time: 0.977, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0058, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0629, s0.acc: 97.9178, s0.loss_bbox: 0.2275, s1.loss_cls: 0.0222, s1.acc: 98.5279, s1.loss_bbox: 0.1131, s2.loss_cls: 0.0103, s2.acc: 98.5467, s2.loss_bbox: 0.0522, loss: 0.4975
2022-03-24 10:22:41,352 - mmdet - INFO - Epoch [26][30/336]	lr: 1.938e-06, eta: 1:45:54, time: 0.927, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0486, s0.acc: 98.3292, s0.loss_bbox: 0.2108, s1.loss_cls: 0.0173, s1.acc: 98.8360, s1.loss_bbox: 0.1091, s2.loss_cls: 0.0085, s2.acc: 98.8131, s2.loss_bbox: 0.0510, loss: 0.4522
2022-03-24 10:22:49,365 - mmdet - INFO - Epoch [26][40/336]	lr: 1.938e-06, eta: 1:45:45, time: 0.809, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0512, s0.acc: 98.1992, s0.loss_bbox: 0.2175, s1.loss_cls: 0.0182, s1.acc: 98.7289, s1.loss_bbox: 0.1120, s2.loss_cls: 0.0087, s2.acc: 98.7161, s2.loss_bbox: 0.0530, loss: 0.4682
2022-03-24 10:22:56,765 - mmdet - INFO - Epoch [26][50/336]	lr: 1.938e-06, eta: 1:45:36, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0572, s0.acc: 98.0557, s0.loss_bbox: 0.2265, s1.loss_cls: 0.0207, s1.acc: 98.6270, s1.loss_bbox: 0.1183, s2.loss_cls: 0.0096, s2.acc: 98.6334, s2.loss_bbox: 0.0559, loss: 0.4958
2022-03-24 10:23:04,209 - mmdet - INFO - Epoch [26][60/336]	lr: 1.938e-06, eta: 1:45:27, time: 0.745, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0590, s0.acc: 97.9929, s0.loss_bbox: 0.2421, s1.loss_cls: 0.0212, s1.acc: 98.6073, s1.loss_bbox: 0.1253, s2.loss_cls: 0.0097, s2.acc: 98.6567, s2.loss_bbox: 0.0591, loss: 0.5254
2022-03-24 10:23:11,866 - mmdet - INFO - Epoch [26][70/336]	lr: 1.938e-06, eta: 1:45:19, time: 0.765, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0575, s0.acc: 97.9904, s0.loss_bbox: 0.2223, s1.loss_cls: 0.0205, s1.acc: 98.6083, s1.loss_bbox: 0.1166, s2.loss_cls: 0.0095, s2.acc: 98.6387, s2.loss_bbox: 0.0541, loss: 0.4882
2022-03-24 10:23:19,289 - mmdet - INFO - Epoch [26][80/336]	lr: 1.938e-06, eta: 1:45:10, time: 0.742, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0059, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0640, s0.acc: 97.8250, s0.loss_bbox: 0.2418, s1.loss_cls: 0.0226, s1.acc: 98.5196, s1.loss_bbox: 0.1260, s2.loss_cls: 0.0107, s2.acc: 98.5468, s2.loss_bbox: 0.0593, loss: 0.5335
2022-03-24 10:23:26,634 - mmdet - INFO - Epoch [26][90/336]	lr: 1.938e-06, eta: 1:45:01, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0552, s0.acc: 98.0402, s0.loss_bbox: 0.2369, s1.loss_cls: 0.0200, s1.acc: 98.5736, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0096, s2.acc: 98.5608, s2.loss_bbox: 0.0585, loss: 0.5124
2022-03-24 10:23:34,230 - mmdet - INFO - Epoch [26][100/336]	lr: 1.938e-06, eta: 1:44:52, time: 0.760, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0593, s0.acc: 97.9596, s0.loss_bbox: 0.2382, s1.loss_cls: 0.0210, s1.acc: 98.5925, s1.loss_bbox: 0.1240, s2.loss_cls: 0.0100, s2.acc: 98.5681, s2.loss_bbox: 0.0589, loss: 0.5190
2022-03-24 10:23:41,561 - mmdet - INFO - Epoch [26][110/336]	lr: 1.938e-06, eta: 1:44:43, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0562, s0.acc: 97.9797, s0.loss_bbox: 0.2369, s1.loss_cls: 0.0205, s1.acc: 98.5525, s1.loss_bbox: 0.1260, s2.loss_cls: 0.0100, s2.acc: 98.5121, s2.loss_bbox: 0.0604, loss: 0.5178
2022-03-24 10:23:49,296 - mmdet - INFO - Epoch [26][120/336]	lr: 1.938e-06, eta: 1:44:34, time: 0.774, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0580, s0.acc: 97.9160, s0.loss_bbox: 0.2433, s1.loss_cls: 0.0207, s1.acc: 98.5161, s1.loss_bbox: 0.1297, s2.loss_cls: 0.0102, s2.acc: 98.4897, s2.loss_bbox: 0.0621, loss: 0.5323
2022-03-24 10:23:56,913 - mmdet - INFO - Epoch [26][130/336]	lr: 1.938e-06, eta: 1:44:25, time: 0.762, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0588, s0.acc: 97.9520, s0.loss_bbox: 0.2324, s1.loss_cls: 0.0213, s1.acc: 98.5666, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0103, s2.acc: 98.4851, s2.loss_bbox: 0.0580, loss: 0.5114
2022-03-24 10:24:05,224 - mmdet - INFO - Epoch [26][140/336]	lr: 1.938e-06, eta: 1:44:17, time: 0.824, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0533, s0.acc: 98.1403, s0.loss_bbox: 0.2264, s1.loss_cls: 0.0186, s1.acc: 98.7220, s1.loss_bbox: 0.1207, s2.loss_cls: 0.0092, s2.acc: 98.7247, s2.loss_bbox: 0.0587, loss: 0.4938
2022-03-24 10:24:14,401 - mmdet - INFO - Epoch [26][150/336]	lr: 1.938e-06, eta: 1:44:09, time: 0.918, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0569, s0.acc: 97.9816, s0.loss_bbox: 0.2355, s1.loss_cls: 0.0198, s1.acc: 98.6094, s1.loss_bbox: 0.1250, s2.loss_cls: 0.0095, s2.acc: 98.5896, s2.loss_bbox: 0.0596, loss: 0.5146
2022-03-24 10:24:22,406 - mmdet - INFO - Epoch [26][160/336]	lr: 1.938e-06, eta: 1:44:01, time: 0.808, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0556, s0.acc: 98.1409, s0.loss_bbox: 0.2252, s1.loss_cls: 0.0195, s1.acc: 98.7520, s1.loss_bbox: 0.1179, s2.loss_cls: 0.0089, s2.acc: 98.8090, s2.loss_bbox: 0.0570, loss: 0.4926
2022-03-24 10:24:29,759 - mmdet - INFO - Epoch [26][170/336]	lr: 1.938e-06, eta: 1:43:52, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0572, s0.acc: 98.0646, s0.loss_bbox: 0.2314, s1.loss_cls: 0.0209, s1.acc: 98.6198, s1.loss_bbox: 0.1191, s2.loss_cls: 0.0096, s2.acc: 98.5859, s2.loss_bbox: 0.0557, loss: 0.5024
2022-03-24 10:24:37,746 - mmdet - INFO - Epoch [26][180/336]	lr: 1.938e-06, eta: 1:43:44, time: 0.791, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0589, s0.acc: 97.9581, s0.loss_bbox: 0.2466, s1.loss_cls: 0.0205, s1.acc: 98.6131, s1.loss_bbox: 0.1272, s2.loss_cls: 0.0101, s2.acc: 98.5727, s2.loss_bbox: 0.0600, loss: 0.5314
2022-03-24 10:24:45,569 - mmdet - INFO - Epoch [26][190/336]	lr: 1.938e-06, eta: 1:43:35, time: 0.790, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0559, s0.acc: 98.0066, s0.loss_bbox: 0.2410, s1.loss_cls: 0.0200, s1.acc: 98.6341, s1.loss_bbox: 0.1253, s2.loss_cls: 0.0094, s2.acc: 98.6792, s2.loss_bbox: 0.0596, loss: 0.5188
2022-03-24 10:24:53,106 - mmdet - INFO - Epoch [26][200/336]	lr: 1.938e-06, eta: 1:43:26, time: 0.753, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0547, s0.acc: 98.0786, s0.loss_bbox: 0.2287, s1.loss_cls: 0.0192, s1.acc: 98.6622, s1.loss_bbox: 0.1171, s2.loss_cls: 0.0092, s2.acc: 98.6584, s2.loss_bbox: 0.0547, loss: 0.4908
2022-03-24 10:25:00,451 - mmdet - INFO - Epoch [26][210/336]	lr: 1.938e-06, eta: 1:43:17, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0565, s0.acc: 97.9721, s0.loss_bbox: 0.2446, s1.loss_cls: 0.0200, s1.acc: 98.6007, s1.loss_bbox: 0.1271, s2.loss_cls: 0.0104, s2.acc: 98.4808, s2.loss_bbox: 0.0600, loss: 0.5263
2022-03-24 10:25:09,077 - mmdet - INFO - Epoch [26][220/336]	lr: 1.938e-06, eta: 1:43:09, time: 0.863, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0549, s0.acc: 98.0814, s0.loss_bbox: 0.2371, s1.loss_cls: 0.0192, s1.acc: 98.6565, s1.loss_bbox: 0.1245, s2.loss_cls: 0.0090, s2.acc: 98.6234, s2.loss_bbox: 0.0594, loss: 0.5114
2022-03-24 10:25:17,285 - mmdet - INFO - Epoch [26][230/336]	lr: 1.938e-06, eta: 1:43:01, time: 0.821, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0627, s0.acc: 97.7975, s0.loss_bbox: 0.2543, s1.loss_cls: 0.0229, s1.acc: 98.4881, s1.loss_bbox: 0.1333, s2.loss_cls: 0.0107, s2.acc: 98.5235, s2.loss_bbox: 0.0628, loss: 0.5550
2022-03-24 10:25:24,798 - mmdet - INFO - Epoch [26][240/336]	lr: 1.938e-06, eta: 1:42:52, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0580, s0.acc: 97.9208, s0.loss_bbox: 0.2333, s1.loss_cls: 0.0222, s1.acc: 98.4020, s1.loss_bbox: 0.1212, s2.loss_cls: 0.0105, s2.acc: 98.4636, s2.loss_bbox: 0.0562, loss: 0.5093
2022-03-24 10:25:32,831 - mmdet - INFO - Epoch [26][250/336]	lr: 1.938e-06, eta: 1:42:44, time: 0.803, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0624, s0.acc: 97.9272, s0.loss_bbox: 0.2367, s1.loss_cls: 0.0232, s1.acc: 98.5117, s1.loss_bbox: 0.1202, s2.loss_cls: 0.0109, s2.acc: 98.5202, s2.loss_bbox: 0.0555, loss: 0.5166
2022-03-24 10:25:40,225 - mmdet - INFO - Epoch [26][260/336]	lr: 1.938e-06, eta: 1:42:35, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0554, s0.acc: 98.0185, s0.loss_bbox: 0.2356, s1.loss_cls: 0.0207, s1.acc: 98.5106, s1.loss_bbox: 0.1223, s2.loss_cls: 0.0105, s2.acc: 98.4220, s2.loss_bbox: 0.0562, loss: 0.5093
2022-03-24 10:25:47,645 - mmdet - INFO - Epoch [26][270/336]	lr: 1.938e-06, eta: 1:42:26, time: 0.735, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0533, s0.acc: 98.0124, s0.loss_bbox: 0.2376, s1.loss_cls: 0.0191, s1.acc: 98.5982, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0098, s2.acc: 98.5091, s2.loss_bbox: 0.0576, loss: 0.5096
2022-03-24 10:25:56,480 - mmdet - INFO - Epoch [26][280/336]	lr: 1.938e-06, eta: 1:42:18, time: 0.891, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0579, s0.acc: 97.9501, s0.loss_bbox: 0.2391, s1.loss_cls: 0.0202, s1.acc: 98.5952, s1.loss_bbox: 0.1221, s2.loss_cls: 0.0093, s2.acc: 98.6896, s2.loss_bbox: 0.0581, loss: 0.5154
2022-03-24 10:26:03,810 - mmdet - INFO - Epoch [26][290/336]	lr: 1.938e-06, eta: 1:42:09, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0568, s0.acc: 97.9523, s0.loss_bbox: 0.2329, s1.loss_cls: 0.0217, s1.acc: 98.4882, s1.loss_bbox: 0.1227, s2.loss_cls: 0.0108, s2.acc: 98.3673, s2.loss_bbox: 0.0580, loss: 0.5105
2022-03-24 10:26:11,485 - mmdet - INFO - Epoch [26][300/336]	lr: 1.938e-06, eta: 1:42:00, time: 0.767, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0530, s0.acc: 98.1223, s0.loss_bbox: 0.2264, s1.loss_cls: 0.0190, s1.acc: 98.6613, s1.loss_bbox: 0.1178, s2.loss_cls: 0.0089, s2.acc: 98.6885, s2.loss_bbox: 0.0556, loss: 0.4884
2022-03-24 10:26:18,828 - mmdet - INFO - Epoch [26][310/336]	lr: 1.938e-06, eta: 1:41:51, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0607, s0.acc: 97.8809, s0.loss_bbox: 0.2384, s1.loss_cls: 0.0215, s1.acc: 98.5097, s1.loss_bbox: 0.1240, s2.loss_cls: 0.0102, s2.acc: 98.5531, s2.loss_bbox: 0.0578, loss: 0.5206
2022-03-24 10:26:26,732 - mmdet - INFO - Epoch [26][320/336]	lr: 1.938e-06, eta: 1:41:43, time: 0.790, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0578, s0.acc: 97.9886, s0.loss_bbox: 0.2382, s1.loss_cls: 0.0215, s1.acc: 98.5058, s1.loss_bbox: 0.1238, s2.loss_cls: 0.0101, s2.acc: 98.5481, s2.loss_bbox: 0.0588, loss: 0.5175
2022-03-24 10:26:34,585 - mmdet - INFO - Epoch [26][330/336]	lr: 1.938e-06, eta: 1:41:34, time: 0.785, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0636, s0.acc: 97.7933, s0.loss_bbox: 0.2469, s1.loss_cls: 0.0229, s1.acc: 98.4423, s1.loss_bbox: 0.1273, s2.loss_cls: 0.0112, s2.acc: 98.3423, s2.loss_bbox: 0.0596, loss: 0.5402
2022-03-24 10:27:01,456 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:27:01,717 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:27:01,718 - mmdet - INFO - Epoch(val) [26][336]	bbox_mAP: 0.1110, bbox_mAP_50: 0.2070, bbox_mAP_75: 0.1120, bbox_mAP_s: 0.1170, bbox_mAP_m: 0.1140, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.111 0.207 0.112 0.117 0.114 -1.000
2022-03-24 10:27:29,686 - mmdet - INFO - Epoch [27][10/336]	lr: 1.938e-06, eta: 1:41:33, time: 2.795, data_time: 2.060, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0611, s0.acc: 97.8925, s0.loss_bbox: 0.2412, s1.loss_cls: 0.0224, s1.acc: 98.5253, s1.loss_bbox: 0.1238, s2.loss_cls: 0.0102, s2.acc: 98.6174, s2.loss_bbox: 0.0575, loss: 0.5239
2022-03-24 10:27:36,997 - mmdet - INFO - Epoch [27][20/336]	lr: 1.938e-06, eta: 1:41:24, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0527, s0.acc: 98.2135, s0.loss_bbox: 0.2191, s1.loss_cls: 0.0194, s1.acc: 98.7215, s1.loss_bbox: 0.1151, s2.loss_cls: 0.0088, s2.acc: 98.7791, s2.loss_bbox: 0.0547, loss: 0.4764
2022-03-24 10:27:44,316 - mmdet - INFO - Epoch [27][30/336]	lr: 1.938e-06, eta: 1:41:15, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0547, s0.acc: 98.0045, s0.loss_bbox: 0.2335, s1.loss_cls: 0.0189, s1.acc: 98.6313, s1.loss_bbox: 0.1214, s2.loss_cls: 0.0092, s2.acc: 98.6129, s2.loss_bbox: 0.0583, loss: 0.5028
2022-03-24 10:27:51,640 - mmdet - INFO - Epoch [27][40/336]	lr: 1.938e-06, eta: 1:41:06, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0534, s0.acc: 98.0579, s0.loss_bbox: 0.2395, s1.loss_cls: 0.0187, s1.acc: 98.6575, s1.loss_bbox: 0.1269, s2.loss_cls: 0.0092, s2.acc: 98.6718, s2.loss_bbox: 0.0608, loss: 0.5151
2022-03-24 10:27:59,205 - mmdet - INFO - Epoch [27][50/336]	lr: 1.938e-06, eta: 1:40:57, time: 0.757, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0597, s0.acc: 98.0142, s0.loss_bbox: 0.2407, s1.loss_cls: 0.0212, s1.acc: 98.6475, s1.loss_bbox: 0.1235, s2.loss_cls: 0.0095, s2.acc: 98.6463, s2.loss_bbox: 0.0587, loss: 0.5213
2022-03-24 10:28:06,553 - mmdet - INFO - Epoch [27][60/336]	lr: 1.938e-06, eta: 1:40:48, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0577, s0.acc: 98.0368, s0.loss_bbox: 0.2386, s1.loss_cls: 0.0208, s1.acc: 98.6323, s1.loss_bbox: 0.1230, s2.loss_cls: 0.0096, s2.acc: 98.6544, s2.loss_bbox: 0.0581, loss: 0.5156
2022-03-24 10:28:13,895 - mmdet - INFO - Epoch [27][70/336]	lr: 1.938e-06, eta: 1:40:39, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0571, s0.acc: 97.9706, s0.loss_bbox: 0.2379, s1.loss_cls: 0.0202, s1.acc: 98.5949, s1.loss_bbox: 0.1235, s2.loss_cls: 0.0092, s2.acc: 98.6336, s2.loss_bbox: 0.0577, loss: 0.5126
2022-03-24 10:28:21,926 - mmdet - INFO - Epoch [27][80/336]	lr: 1.938e-06, eta: 1:40:31, time: 0.803, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0065, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0567, s0.acc: 98.1107, s0.loss_bbox: 0.2311, s1.loss_cls: 0.0208, s1.acc: 98.6732, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0097, s2.acc: 98.6854, s2.loss_bbox: 0.0571, loss: 0.5057
2022-03-24 10:28:29,591 - mmdet - INFO - Epoch [27][90/336]	lr: 1.938e-06, eta: 1:40:22, time: 0.767, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0560, s0.acc: 98.1030, s0.loss_bbox: 0.2288, s1.loss_cls: 0.0205, s1.acc: 98.6407, s1.loss_bbox: 0.1150, s2.loss_cls: 0.0096, s2.acc: 98.6478, s2.loss_bbox: 0.0537, loss: 0.4922
2022-03-24 10:28:37,112 - mmdet - INFO - Epoch [27][100/336]	lr: 1.938e-06, eta: 1:40:13, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0539, s0.acc: 98.1467, s0.loss_bbox: 0.2273, s1.loss_cls: 0.0195, s1.acc: 98.6870, s1.loss_bbox: 0.1158, s2.loss_cls: 0.0092, s2.acc: 98.6495, s2.loss_bbox: 0.0539, loss: 0.4869
2022-03-24 10:28:45,598 - mmdet - INFO - Epoch [27][110/336]	lr: 1.938e-06, eta: 1:40:05, time: 0.842, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0531, s0.acc: 98.2071, s0.loss_bbox: 0.2264, s1.loss_cls: 0.0187, s1.acc: 98.7720, s1.loss_bbox: 0.1156, s2.loss_cls: 0.0083, s2.acc: 98.8744, s2.loss_bbox: 0.0543, loss: 0.4844
2022-03-24 10:28:53,773 - mmdet - INFO - Epoch [27][120/336]	lr: 1.938e-06, eta: 1:39:57, time: 0.825, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0537, s0.acc: 98.1161, s0.loss_bbox: 0.2327, s1.loss_cls: 0.0191, s1.acc: 98.7059, s1.loss_bbox: 0.1207, s2.loss_cls: 0.0089, s2.acc: 98.6843, s2.loss_bbox: 0.0571, loss: 0.5004
2022-03-24 10:29:01,087 - mmdet - INFO - Epoch [27][130/336]	lr: 1.938e-06, eta: 1:39:48, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0608, s0.acc: 97.9031, s0.loss_bbox: 0.2362, s1.loss_cls: 0.0225, s1.acc: 98.4895, s1.loss_bbox: 0.1212, s2.loss_cls: 0.0105, s2.acc: 98.5341, s2.loss_bbox: 0.0561, loss: 0.5152
2022-03-24 10:29:08,452 - mmdet - INFO - Epoch [27][140/336]	lr: 1.938e-06, eta: 1:39:39, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0564, s0.acc: 97.9413, s0.loss_bbox: 0.2467, s1.loss_cls: 0.0196, s1.acc: 98.5923, s1.loss_bbox: 0.1321, s2.loss_cls: 0.0094, s2.acc: 98.5344, s2.loss_bbox: 0.0636, loss: 0.5348
2022-03-24 10:29:16,663 - mmdet - INFO - Epoch [27][150/336]	lr: 1.938e-06, eta: 1:39:31, time: 0.815, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0583, s0.acc: 97.9355, s0.loss_bbox: 0.2372, s1.loss_cls: 0.0214, s1.acc: 98.5438, s1.loss_bbox: 0.1251, s2.loss_cls: 0.0099, s2.acc: 98.5251, s2.loss_bbox: 0.0598, loss: 0.5194
2022-03-24 10:29:25,553 - mmdet - INFO - Epoch [27][160/336]	lr: 1.938e-06, eta: 1:39:23, time: 0.895, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0560, s0.acc: 97.9626, s0.loss_bbox: 0.2358, s1.loss_cls: 0.0206, s1.acc: 98.5084, s1.loss_bbox: 0.1231, s2.loss_cls: 0.0102, s2.acc: 98.4889, s2.loss_bbox: 0.0580, loss: 0.5112
2022-03-24 10:29:32,893 - mmdet - INFO - Epoch [27][170/336]	lr: 1.938e-06, eta: 1:39:14, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0588, s0.acc: 97.8949, s0.loss_bbox: 0.2428, s1.loss_cls: 0.0210, s1.acc: 98.5177, s1.loss_bbox: 0.1273, s2.loss_cls: 0.0099, s2.acc: 98.5777, s2.loss_bbox: 0.0587, loss: 0.5263
2022-03-24 10:29:41,948 - mmdet - INFO - Epoch [27][180/336]	lr: 1.938e-06, eta: 1:39:06, time: 0.906, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0581, s0.acc: 97.9654, s0.loss_bbox: 0.2314, s1.loss_cls: 0.0218, s1.acc: 98.5223, s1.loss_bbox: 0.1179, s2.loss_cls: 0.0104, s2.acc: 98.4263, s2.loss_bbox: 0.0549, loss: 0.5021
2022-03-24 10:29:50,841 - mmdet - INFO - Epoch [27][190/336]	lr: 1.938e-06, eta: 1:38:59, time: 0.890, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0062, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0610, s0.acc: 97.9547, s0.loss_bbox: 0.2398, s1.loss_cls: 0.0215, s1.acc: 98.5812, s1.loss_bbox: 0.1231, s2.loss_cls: 0.0100, s2.acc: 98.5796, s2.loss_bbox: 0.0579, loss: 0.5227
2022-03-24 10:29:59,159 - mmdet - INFO - Epoch [27][200/336]	lr: 1.938e-06, eta: 1:38:51, time: 0.831, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0561, s0.acc: 98.0634, s0.loss_bbox: 0.2260, s1.loss_cls: 0.0203, s1.acc: 98.6170, s1.loss_bbox: 0.1171, s2.loss_cls: 0.0099, s2.acc: 98.5562, s2.loss_bbox: 0.0553, loss: 0.4933
2022-03-24 10:30:08,250 - mmdet - INFO - Epoch [27][210/336]	lr: 1.938e-06, eta: 1:38:43, time: 0.909, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0593, s0.acc: 97.9620, s0.loss_bbox: 0.2461, s1.loss_cls: 0.0215, s1.acc: 98.5711, s1.loss_bbox: 0.1274, s2.loss_cls: 0.0105, s2.acc: 98.4393, s2.loss_bbox: 0.0594, loss: 0.5331
2022-03-24 10:30:15,593 - mmdet - INFO - Epoch [27][220/336]	lr: 1.938e-06, eta: 1:38:34, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0580, s0.acc: 97.9178, s0.loss_bbox: 0.2370, s1.loss_cls: 0.0215, s1.acc: 98.4763, s1.loss_bbox: 0.1223, s2.loss_cls: 0.0100, s2.acc: 98.4843, s2.loss_bbox: 0.0571, loss: 0.5137
2022-03-24 10:30:22,941 - mmdet - INFO - Epoch [27][230/336]	lr: 1.938e-06, eta: 1:38:25, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0598, s0.acc: 97.9095, s0.loss_bbox: 0.2400, s1.loss_cls: 0.0225, s1.acc: 98.4330, s1.loss_bbox: 0.1247, s2.loss_cls: 0.0104, s2.acc: 98.4337, s2.loss_bbox: 0.0579, loss: 0.5238
2022-03-24 10:30:30,301 - mmdet - INFO - Epoch [27][240/336]	lr: 1.938e-06, eta: 1:38:16, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0536, s0.acc: 98.1274, s0.loss_bbox: 0.2349, s1.loss_cls: 0.0201, s1.acc: 98.6614, s1.loss_bbox: 0.1243, s2.loss_cls: 0.0097, s2.acc: 98.5508, s2.loss_bbox: 0.0599, loss: 0.5107
2022-03-24 10:30:37,680 - mmdet - INFO - Epoch [27][250/336]	lr: 1.938e-06, eta: 1:38:07, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0576, s0.acc: 97.9800, s0.loss_bbox: 0.2449, s1.loss_cls: 0.0202, s1.acc: 98.6180, s1.loss_bbox: 0.1279, s2.loss_cls: 0.0101, s2.acc: 98.5716, s2.loss_bbox: 0.0602, loss: 0.5288
2022-03-24 10:30:45,222 - mmdet - INFO - Epoch [27][260/336]	lr: 1.938e-06, eta: 1:37:58, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0533, s0.acc: 98.0902, s0.loss_bbox: 0.2353, s1.loss_cls: 0.0187, s1.acc: 98.6760, s1.loss_bbox: 0.1218, s2.loss_cls: 0.0095, s2.acc: 98.6531, s2.loss_bbox: 0.0579, loss: 0.5042
2022-03-24 10:30:53,418 - mmdet - INFO - Epoch [27][270/336]	lr: 1.938e-06, eta: 1:37:50, time: 0.820, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0516, s0.acc: 98.2062, s0.loss_bbox: 0.2227, s1.loss_cls: 0.0186, s1.acc: 98.7006, s1.loss_bbox: 0.1165, s2.loss_cls: 0.0090, s2.acc: 98.6867, s2.loss_bbox: 0.0568, loss: 0.4823
2022-03-24 10:31:01,234 - mmdet - INFO - Epoch [27][280/336]	lr: 1.938e-06, eta: 1:37:42, time: 0.780, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0604, s0.acc: 97.9678, s0.loss_bbox: 0.2385, s1.loss_cls: 0.0209, s1.acc: 98.6575, s1.loss_bbox: 0.1235, s2.loss_cls: 0.0098, s2.acc: 98.6720, s2.loss_bbox: 0.0595, loss: 0.5211
2022-03-24 10:31:08,972 - mmdet - INFO - Epoch [27][290/336]	lr: 1.938e-06, eta: 1:37:33, time: 0.775, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0516, s0.acc: 98.1979, s0.loss_bbox: 0.2126, s1.loss_cls: 0.0186, s1.acc: 98.7401, s1.loss_bbox: 0.1095, s2.loss_cls: 0.0090, s2.acc: 98.7445, s2.loss_bbox: 0.0509, loss: 0.4601
2022-03-24 10:31:16,484 - mmdet - INFO - Epoch [27][300/336]	lr: 1.938e-06, eta: 1:37:24, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0566, s0.acc: 98.0203, s0.loss_bbox: 0.2301, s1.loss_cls: 0.0208, s1.acc: 98.5276, s1.loss_bbox: 0.1190, s2.loss_cls: 0.0099, s2.acc: 98.5044, s2.loss_bbox: 0.0566, loss: 0.5021
2022-03-24 10:31:24,309 - mmdet - INFO - Epoch [27][310/336]	lr: 1.938e-06, eta: 1:37:16, time: 0.782, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0528, s0.acc: 98.1189, s0.loss_bbox: 0.2333, s1.loss_cls: 0.0184, s1.acc: 98.7088, s1.loss_bbox: 0.1251, s2.loss_cls: 0.0091, s2.acc: 98.6528, s2.loss_bbox: 0.0602, loss: 0.5066
2022-03-24 10:31:31,677 - mmdet - INFO - Epoch [27][320/336]	lr: 1.938e-06, eta: 1:37:07, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0515, s0.acc: 98.1570, s0.loss_bbox: 0.2256, s1.loss_cls: 0.0187, s1.acc: 98.6859, s1.loss_bbox: 0.1210, s2.loss_cls: 0.0091, s2.acc: 98.6755, s2.loss_bbox: 0.0586, loss: 0.4923
2022-03-24 10:31:39,014 - mmdet - INFO - Epoch [27][330/336]	lr: 1.938e-06, eta: 1:36:58, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0588, s0.acc: 97.9895, s0.loss_bbox: 0.2340, s1.loss_cls: 0.0215, s1.acc: 98.5796, s1.loss_bbox: 0.1202, s2.loss_cls: 0.0102, s2.acc: 98.5744, s2.loss_bbox: 0.0565, loss: 0.5096
2022-03-24 10:32:06,944 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:32:07,210 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:32:07,211 - mmdet - INFO - Epoch(val) [27][336]	bbox_mAP: 0.1430, bbox_mAP_50: 0.2560, bbox_mAP_75: 0.1540, bbox_mAP_s: 0.1450, bbox_mAP_m: 0.1520, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.143 0.256 0.154 0.145 0.152 -1.000
2022-03-24 10:32:36,125 - mmdet - INFO - Epoch [28][10/336]	lr: 1.938e-06, eta: 1:36:57, time: 2.890, data_time: 1.903, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0541, s0.acc: 98.1000, s0.loss_bbox: 0.2280, s1.loss_cls: 0.0196, s1.acc: 98.6524, s1.loss_bbox: 0.1178, s2.loss_cls: 0.0093, s2.acc: 98.6370, s2.loss_bbox: 0.0555, loss: 0.4924
2022-03-24 10:32:43,519 - mmdet - INFO - Epoch [28][20/336]	lr: 1.938e-06, eta: 1:36:48, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0551, s0.acc: 98.0716, s0.loss_bbox: 0.2270, s1.loss_cls: 0.0200, s1.acc: 98.5627, s1.loss_bbox: 0.1183, s2.loss_cls: 0.0091, s2.acc: 98.6351, s2.loss_bbox: 0.0560, loss: 0.4926
2022-03-24 10:32:52,109 - mmdet - INFO - Epoch [28][30/336]	lr: 1.938e-06, eta: 1:36:40, time: 0.843, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0672, s0.acc: 97.6654, s0.loss_bbox: 0.2524, s1.loss_cls: 0.0248, s1.acc: 98.2680, s1.loss_bbox: 0.1309, s2.loss_cls: 0.0120, s2.acc: 98.3320, s2.loss_bbox: 0.0615, loss: 0.5574
2022-03-24 10:33:00,113 - mmdet - INFO - Epoch [28][40/336]	lr: 1.938e-06, eta: 1:36:31, time: 0.817, data_time: 0.027, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0591, s0.acc: 97.9431, s0.loss_bbox: 0.2343, s1.loss_cls: 0.0215, s1.acc: 98.5178, s1.loss_bbox: 0.1214, s2.loss_cls: 0.0100, s2.acc: 98.5394, s2.loss_bbox: 0.0581, loss: 0.5127
2022-03-24 10:33:07,835 - mmdet - INFO - Epoch [28][50/336]	lr: 1.938e-06, eta: 1:36:23, time: 0.772, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0555, s0.acc: 98.0960, s0.loss_bbox: 0.2307, s1.loss_cls: 0.0192, s1.acc: 98.7359, s1.loss_bbox: 0.1202, s2.loss_cls: 0.0090, s2.acc: 98.7887, s2.loss_bbox: 0.0566, loss: 0.4994
2022-03-24 10:33:15,491 - mmdet - INFO - Epoch [28][60/336]	lr: 1.938e-06, eta: 1:36:14, time: 0.766, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0624, s0.acc: 97.9355, s0.loss_bbox: 0.2293, s1.loss_cls: 0.0229, s1.acc: 98.5278, s1.loss_bbox: 0.1174, s2.loss_cls: 0.0100, s2.acc: 98.5561, s2.loss_bbox: 0.0543, loss: 0.5051
2022-03-24 10:33:24,700 - mmdet - INFO - Epoch [28][70/336]	lr: 1.938e-06, eta: 1:36:06, time: 0.913, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0586, s0.acc: 97.9434, s0.loss_bbox: 0.2323, s1.loss_cls: 0.0223, s1.acc: 98.4816, s1.loss_bbox: 0.1209, s2.loss_cls: 0.0102, s2.acc: 98.5144, s2.loss_bbox: 0.0565, loss: 0.5087
2022-03-24 10:33:32,102 - mmdet - INFO - Epoch [28][80/336]	lr: 1.938e-06, eta: 1:35:57, time: 0.748, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0529, s0.acc: 98.1827, s0.loss_bbox: 0.2179, s1.loss_cls: 0.0193, s1.acc: 98.7093, s1.loss_bbox: 0.1114, s2.loss_cls: 0.0088, s2.acc: 98.6971, s2.loss_bbox: 0.0528, loss: 0.4707
2022-03-24 10:33:39,543 - mmdet - INFO - Epoch [28][90/336]	lr: 1.938e-06, eta: 1:35:49, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0544, s0.acc: 98.0881, s0.loss_bbox: 0.2337, s1.loss_cls: 0.0198, s1.acc: 98.6503, s1.loss_bbox: 0.1220, s2.loss_cls: 0.0096, s2.acc: 98.6561, s2.loss_bbox: 0.0574, loss: 0.5043
2022-03-24 10:33:47,979 - mmdet - INFO - Epoch [28][100/336]	lr: 1.938e-06, eta: 1:35:40, time: 0.844, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0497, s0.acc: 98.2764, s0.loss_bbox: 0.2165, s1.loss_cls: 0.0178, s1.acc: 98.8512, s1.loss_bbox: 0.1118, s2.loss_cls: 0.0086, s2.acc: 98.8349, s2.loss_bbox: 0.0534, loss: 0.4648
2022-03-24 10:33:57,244 - mmdet - INFO - Epoch [28][110/336]	lr: 1.938e-06, eta: 1:35:33, time: 0.926, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0551, s0.acc: 98.0435, s0.loss_bbox: 0.2337, s1.loss_cls: 0.0190, s1.acc: 98.6894, s1.loss_bbox: 0.1212, s2.loss_cls: 0.0087, s2.acc: 98.6948, s2.loss_bbox: 0.0578, loss: 0.5036
2022-03-24 10:34:06,275 - mmdet - INFO - Epoch [28][120/336]	lr: 1.938e-06, eta: 1:35:25, time: 0.903, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0574, s0.acc: 98.0045, s0.loss_bbox: 0.2312, s1.loss_cls: 0.0202, s1.acc: 98.6173, s1.loss_bbox: 0.1217, s2.loss_cls: 0.0094, s2.acc: 98.6671, s2.loss_bbox: 0.0578, loss: 0.5056
2022-03-24 10:34:15,567 - mmdet - INFO - Epoch [28][130/336]	lr: 1.938e-06, eta: 1:35:18, time: 0.929, data_time: 0.013, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0550, s0.acc: 98.0450, s0.loss_bbox: 0.2380, s1.loss_cls: 0.0195, s1.acc: 98.6603, s1.loss_bbox: 0.1246, s2.loss_cls: 0.0097, s2.acc: 98.6627, s2.loss_bbox: 0.0601, loss: 0.5142
2022-03-24 10:34:24,689 - mmdet - INFO - Epoch [28][140/336]	lr: 1.938e-06, eta: 1:35:10, time: 0.912, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0626, s0.acc: 97.9089, s0.loss_bbox: 0.2274, s1.loss_cls: 0.0233, s1.acc: 98.4641, s1.loss_bbox: 0.1160, s2.loss_cls: 0.0108, s2.acc: 98.5143, s2.loss_bbox: 0.0536, loss: 0.5024
2022-03-24 10:34:32,431 - mmdet - INFO - Epoch [28][150/336]	lr: 1.938e-06, eta: 1:35:02, time: 0.774, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0586, s0.acc: 97.9562, s0.loss_bbox: 0.2216, s1.loss_cls: 0.0219, s1.acc: 98.4854, s1.loss_bbox: 0.1135, s2.loss_cls: 0.0094, s2.acc: 98.6565, s2.loss_bbox: 0.0533, loss: 0.4867
2022-03-24 10:34:40,073 - mmdet - INFO - Epoch [28][160/336]	lr: 1.938e-06, eta: 1:34:53, time: 0.764, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0505, s0.acc: 98.2391, s0.loss_bbox: 0.2212, s1.loss_cls: 0.0175, s1.acc: 98.8011, s1.loss_bbox: 0.1151, s2.loss_cls: 0.0081, s2.acc: 98.7976, s2.loss_bbox: 0.0555, loss: 0.4747
2022-03-24 10:34:47,678 - mmdet - INFO - Epoch [28][170/336]	lr: 1.938e-06, eta: 1:34:44, time: 0.760, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0619, s0.acc: 97.9886, s0.loss_bbox: 0.2359, s1.loss_cls: 0.0227, s1.acc: 98.5615, s1.loss_bbox: 0.1208, s2.loss_cls: 0.0103, s2.acc: 98.6320, s2.loss_bbox: 0.0568, loss: 0.5173
2022-03-24 10:34:55,646 - mmdet - INFO - Epoch [28][180/336]	lr: 1.938e-06, eta: 1:34:36, time: 0.796, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0485, s0.acc: 98.2944, s0.loss_bbox: 0.2098, s1.loss_cls: 0.0172, s1.acc: 98.8341, s1.loss_bbox: 0.1108, s2.loss_cls: 0.0079, s2.acc: 98.8783, s2.loss_bbox: 0.0536, loss: 0.4551
2022-03-24 10:35:03,069 - mmdet - INFO - Epoch [28][190/336]	lr: 1.938e-06, eta: 1:34:27, time: 0.743, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0522, s0.acc: 98.2068, s0.loss_bbox: 0.2112, s1.loss_cls: 0.0185, s1.acc: 98.7646, s1.loss_bbox: 0.1112, s2.loss_cls: 0.0086, s2.acc: 98.8313, s2.loss_bbox: 0.0528, loss: 0.4628
2022-03-24 10:35:10,641 - mmdet - INFO - Epoch [28][200/336]	lr: 1.938e-06, eta: 1:34:18, time: 0.750, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0541, s0.acc: 98.1415, s0.loss_bbox: 0.2305, s1.loss_cls: 0.0191, s1.acc: 98.6923, s1.loss_bbox: 0.1194, s2.loss_cls: 0.0087, s2.acc: 98.7417, s2.loss_bbox: 0.0579, loss: 0.4971
2022-03-24 10:35:18,299 - mmdet - INFO - Epoch [28][210/336]	lr: 1.938e-06, eta: 1:34:09, time: 0.772, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0034, s0.loss_cls: 0.0592, s0.acc: 97.9465, s0.loss_bbox: 0.2412, s1.loss_cls: 0.0209, s1.acc: 98.5754, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0099, s2.acc: 98.5671, s2.loss_bbox: 0.0587, loss: 0.5231
2022-03-24 10:35:25,782 - mmdet - INFO - Epoch [28][220/336]	lr: 1.938e-06, eta: 1:34:01, time: 0.747, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0534, s0.acc: 98.1598, s0.loss_bbox: 0.2257, s1.loss_cls: 0.0197, s1.acc: 98.6639, s1.loss_bbox: 0.1154, s2.loss_cls: 0.0093, s2.acc: 98.6893, s2.loss_bbox: 0.0544, loss: 0.4860
2022-03-24 10:35:33,339 - mmdet - INFO - Epoch [28][230/336]	lr: 1.938e-06, eta: 1:33:52, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0537, s0.acc: 98.1458, s0.loss_bbox: 0.2217, s1.loss_cls: 0.0194, s1.acc: 98.6808, s1.loss_bbox: 0.1149, s2.loss_cls: 0.0090, s2.acc: 98.6400, s2.loss_bbox: 0.0548, loss: 0.4818
2022-03-24 10:35:42,850 - mmdet - INFO - Epoch [28][240/336]	lr: 1.938e-06, eta: 1:33:44, time: 0.932, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0559, s0.acc: 98.0191, s0.loss_bbox: 0.2347, s1.loss_cls: 0.0201, s1.acc: 98.6034, s1.loss_bbox: 0.1222, s2.loss_cls: 0.0101, s2.acc: 98.5337, s2.loss_bbox: 0.0572, loss: 0.5076
2022-03-24 10:35:50,294 - mmdet - INFO - Epoch [28][250/336]	lr: 1.938e-06, eta: 1:33:36, time: 0.763, data_time: 0.029, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0602, s0.acc: 98.0429, s0.loss_bbox: 0.2307, s1.loss_cls: 0.0215, s1.acc: 98.5875, s1.loss_bbox: 0.1189, s2.loss_cls: 0.0100, s2.acc: 98.6040, s2.loss_bbox: 0.0561, loss: 0.5060
2022-03-24 10:35:59,301 - mmdet - INFO - Epoch [28][260/336]	lr: 1.938e-06, eta: 1:33:28, time: 0.894, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0537, s0.acc: 98.1744, s0.loss_bbox: 0.2173, s1.loss_cls: 0.0190, s1.acc: 98.6941, s1.loss_bbox: 0.1142, s2.loss_cls: 0.0090, s2.acc: 98.6633, s2.loss_bbox: 0.0544, loss: 0.4752
2022-03-24 10:36:08,299 - mmdet - INFO - Epoch [28][270/336]	lr: 1.938e-06, eta: 1:33:20, time: 0.900, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0553, s0.acc: 98.0017, s0.loss_bbox: 0.2288, s1.loss_cls: 0.0201, s1.acc: 98.4988, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0097, s2.acc: 98.5217, s2.loss_bbox: 0.0570, loss: 0.4991
2022-03-24 10:36:17,302 - mmdet - INFO - Epoch [28][280/336]	lr: 1.938e-06, eta: 1:33:12, time: 0.900, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0573, s0.acc: 98.0075, s0.loss_bbox: 0.2310, s1.loss_cls: 0.0205, s1.acc: 98.5707, s1.loss_bbox: 0.1202, s2.loss_cls: 0.0095, s2.acc: 98.5397, s2.loss_bbox: 0.0567, loss: 0.5034
2022-03-24 10:36:25,970 - mmdet - INFO - Epoch [28][290/336]	lr: 1.938e-06, eta: 1:33:05, time: 0.874, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0537, s0.acc: 98.1064, s0.loss_bbox: 0.2257, s1.loss_cls: 0.0194, s1.acc: 98.6298, s1.loss_bbox: 0.1177, s2.loss_cls: 0.0091, s2.acc: 98.6730, s2.loss_bbox: 0.0559, loss: 0.4890
2022-03-24 10:36:34,133 - mmdet - INFO - Epoch [28][300/336]	lr: 1.938e-06, eta: 1:32:56, time: 0.815, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0541, s0.acc: 98.0667, s0.loss_bbox: 0.2280, s1.loss_cls: 0.0193, s1.acc: 98.6496, s1.loss_bbox: 0.1191, s2.loss_cls: 0.0096, s2.acc: 98.6496, s2.loss_bbox: 0.0568, loss: 0.4941
2022-03-24 10:36:43,454 - mmdet - INFO - Epoch [28][310/336]	lr: 1.938e-06, eta: 1:32:49, time: 0.933, data_time: 0.013, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0604, s0.acc: 97.9041, s0.loss_bbox: 0.2403, s1.loss_cls: 0.0223, s1.acc: 98.4742, s1.loss_bbox: 0.1244, s2.loss_cls: 0.0105, s2.acc: 98.4861, s2.loss_bbox: 0.0581, loss: 0.5242
2022-03-24 10:36:52,506 - mmdet - INFO - Epoch [28][320/336]	lr: 1.938e-06, eta: 1:32:41, time: 0.905, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0554, s0.acc: 98.1204, s0.loss_bbox: 0.2346, s1.loss_cls: 0.0198, s1.acc: 98.6832, s1.loss_bbox: 0.1199, s2.loss_cls: 0.0093, s2.acc: 98.6835, s2.loss_bbox: 0.0563, loss: 0.5029
2022-03-24 10:37:01,705 - mmdet - INFO - Epoch [28][330/336]	lr: 1.938e-06, eta: 1:32:33, time: 0.920, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0526, s0.acc: 98.1989, s0.loss_bbox: 0.2177, s1.loss_cls: 0.0187, s1.acc: 98.7518, s1.loss_bbox: 0.1110, s2.loss_cls: 0.0087, s2.acc: 98.7267, s2.loss_bbox: 0.0522, loss: 0.4687
2022-03-24 10:37:08,351 - mmdet - INFO - Saving checkpoint at 28 epochs
2022-03-24 10:37:45,960 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:37:46,225 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:37:46,225 - mmdet - INFO - Epoch(val) [28][336]	bbox_mAP: 0.1520, bbox_mAP_50: 0.2660, bbox_mAP_75: 0.1560, bbox_mAP_s: 0.1400, bbox_mAP_m: 0.1980, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.152 0.266 0.156 0.140 0.198 -1.000
2022-03-24 10:38:14,200 - mmdet - INFO - Epoch [29][10/336]	lr: 1.938e-07, eta: 1:32:31, time: 2.796, data_time: 2.071, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0448, s0.acc: 98.4698, s0.loss_bbox: 0.1964, s1.loss_cls: 0.0165, s1.acc: 98.8646, s1.loss_bbox: 0.1027, s2.loss_cls: 0.0077, s2.acc: 98.8802, s2.loss_bbox: 0.0491, loss: 0.4240
2022-03-24 10:38:21,842 - mmdet - INFO - Epoch [29][20/336]	lr: 1.938e-07, eta: 1:32:22, time: 0.764, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0535, s0.acc: 98.0899, s0.loss_bbox: 0.2234, s1.loss_cls: 0.0197, s1.acc: 98.6232, s1.loss_bbox: 0.1162, s2.loss_cls: 0.0097, s2.acc: 98.5314, s2.loss_bbox: 0.0545, loss: 0.4848
2022-03-24 10:38:29,870 - mmdet - INFO - Epoch [29][30/336]	lr: 1.938e-07, eta: 1:32:14, time: 0.803, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0580, s0.acc: 98.0411, s0.loss_bbox: 0.2222, s1.loss_cls: 0.0208, s1.acc: 98.5944, s1.loss_bbox: 0.1148, s2.loss_cls: 0.0094, s2.acc: 98.6520, s2.loss_bbox: 0.0536, loss: 0.4868
2022-03-24 10:38:37,216 - mmdet - INFO - Epoch [29][40/336]	lr: 1.938e-07, eta: 1:32:05, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0510, s0.acc: 98.2764, s0.loss_bbox: 0.2057, s1.loss_cls: 0.0187, s1.acc: 98.7390, s1.loss_bbox: 0.1067, s2.loss_cls: 0.0083, s2.acc: 98.8068, s2.loss_bbox: 0.0506, loss: 0.4491
2022-03-24 10:38:44,767 - mmdet - INFO - Epoch [29][50/336]	lr: 1.938e-07, eta: 1:31:56, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0489, s0.acc: 98.2922, s0.loss_bbox: 0.1982, s1.loss_cls: 0.0182, s1.acc: 98.7753, s1.loss_bbox: 0.1036, s2.loss_cls: 0.0085, s2.acc: 98.7232, s2.loss_bbox: 0.0490, loss: 0.4333
2022-03-24 10:38:52,131 - mmdet - INFO - Epoch [29][60/336]	lr: 1.938e-07, eta: 1:31:47, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0550, s0.acc: 98.1277, s0.loss_bbox: 0.2073, s1.loss_cls: 0.0206, s1.acc: 98.6343, s1.loss_bbox: 0.1074, s2.loss_cls: 0.0094, s2.acc: 98.6942, s2.loss_bbox: 0.0500, loss: 0.4576
2022-03-24 10:38:59,502 - mmdet - INFO - Epoch [29][70/336]	lr: 1.938e-07, eta: 1:31:38, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0550, s0.acc: 98.1348, s0.loss_bbox: 0.2124, s1.loss_cls: 0.0203, s1.acc: 98.6489, s1.loss_bbox: 0.1106, s2.loss_cls: 0.0092, s2.acc: 98.7247, s2.loss_bbox: 0.0522, loss: 0.4682
2022-03-24 10:39:06,846 - mmdet - INFO - Epoch [29][80/336]	lr: 1.938e-07, eta: 1:31:29, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0461, s0.acc: 98.3615, s0.loss_bbox: 0.2041, s1.loss_cls: 0.0166, s1.acc: 98.8076, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0078, s2.acc: 98.7983, s2.loss_bbox: 0.0494, loss: 0.4371
2022-03-24 10:39:14,583 - mmdet - INFO - Epoch [29][90/336]	lr: 1.938e-07, eta: 1:31:21, time: 0.774, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0470, s0.acc: 98.4009, s0.loss_bbox: 0.1983, s1.loss_cls: 0.0164, s1.acc: 98.8940, s1.loss_bbox: 0.1023, s2.loss_cls: 0.0075, s2.acc: 98.9237, s2.loss_bbox: 0.0493, loss: 0.4284
2022-03-24 10:39:22,535 - mmdet - INFO - Epoch [29][100/336]	lr: 1.938e-07, eta: 1:31:12, time: 0.795, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0496, s0.acc: 98.3429, s0.loss_bbox: 0.2072, s1.loss_cls: 0.0188, s1.acc: 98.7823, s1.loss_bbox: 0.1079, s2.loss_cls: 0.0085, s2.acc: 98.8128, s2.loss_bbox: 0.0510, loss: 0.4502
2022-03-24 10:39:30,001 - mmdet - INFO - Epoch [29][110/336]	lr: 1.938e-07, eta: 1:31:03, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0543, s0.acc: 98.1061, s0.loss_bbox: 0.2112, s1.loss_cls: 0.0204, s1.acc: 98.5677, s1.loss_bbox: 0.1092, s2.loss_cls: 0.0093, s2.acc: 98.6158, s2.loss_bbox: 0.0510, loss: 0.4637
2022-03-24 10:39:37,754 - mmdet - INFO - Epoch [29][120/336]	lr: 1.938e-07, eta: 1:30:55, time: 0.768, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0522, s0.acc: 98.3054, s0.loss_bbox: 0.2085, s1.loss_cls: 0.0187, s1.acc: 98.8019, s1.loss_bbox: 0.1086, s2.loss_cls: 0.0082, s2.acc: 98.8082, s2.loss_bbox: 0.0514, loss: 0.4547
2022-03-24 10:39:46,862 - mmdet - INFO - Epoch [29][130/336]	lr: 1.938e-07, eta: 1:30:47, time: 0.911, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0514, s0.acc: 98.2050, s0.loss_bbox: 0.2054, s1.loss_cls: 0.0192, s1.acc: 98.6868, s1.loss_bbox: 0.1066, s2.loss_cls: 0.0088, s2.acc: 98.7566, s2.loss_bbox: 0.0501, loss: 0.4492
2022-03-24 10:39:54,740 - mmdet - INFO - Epoch [29][140/336]	lr: 1.938e-07, eta: 1:30:38, time: 0.795, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0479, s0.acc: 98.3334, s0.loss_bbox: 0.2022, s1.loss_cls: 0.0172, s1.acc: 98.8251, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0079, s2.acc: 98.8631, s2.loss_bbox: 0.0506, loss: 0.4377
2022-03-24 10:40:02,260 - mmdet - INFO - Epoch [29][150/336]	lr: 1.938e-07, eta: 1:30:30, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0520, s0.acc: 98.1442, s0.loss_bbox: 0.2074, s1.loss_cls: 0.0192, s1.acc: 98.5974, s1.loss_bbox: 0.1076, s2.loss_cls: 0.0087, s2.acc: 98.6565, s2.loss_bbox: 0.0510, loss: 0.4532
2022-03-24 10:40:09,657 - mmdet - INFO - Epoch [29][160/336]	lr: 1.938e-07, eta: 1:30:21, time: 0.740, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0526, s0.acc: 98.1186, s0.loss_bbox: 0.2118, s1.loss_cls: 0.0197, s1.acc: 98.6146, s1.loss_bbox: 0.1104, s2.loss_cls: 0.0094, s2.acc: 98.5975, s2.loss_bbox: 0.0517, loss: 0.4628
2022-03-24 10:40:17,004 - mmdet - INFO - Epoch [29][170/336]	lr: 1.938e-07, eta: 1:30:12, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0500, s0.acc: 98.2849, s0.loss_bbox: 0.2059, s1.loss_cls: 0.0183, s1.acc: 98.7725, s1.loss_bbox: 0.1081, s2.loss_cls: 0.0087, s2.acc: 98.7791, s2.loss_bbox: 0.0515, loss: 0.4508
2022-03-24 10:40:24,820 - mmdet - INFO - Epoch [29][180/336]	lr: 1.938e-07, eta: 1:30:03, time: 0.781, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0503, s0.acc: 98.2007, s0.loss_bbox: 0.2106, s1.loss_cls: 0.0185, s1.acc: 98.6973, s1.loss_bbox: 0.1100, s2.loss_cls: 0.0086, s2.acc: 98.6882, s2.loss_bbox: 0.0513, loss: 0.4571
2022-03-24 10:40:32,526 - mmdet - INFO - Epoch [29][190/336]	lr: 1.938e-07, eta: 1:29:55, time: 0.771, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0574, s0.acc: 98.0850, s0.loss_bbox: 0.2151, s1.loss_cls: 0.0227, s1.acc: 98.5373, s1.loss_bbox: 0.1115, s2.loss_cls: 0.0101, s2.acc: 98.6101, s2.loss_bbox: 0.0516, loss: 0.4769
2022-03-24 10:40:40,509 - mmdet - INFO - Epoch [29][200/336]	lr: 1.938e-07, eta: 1:29:46, time: 0.783, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0497, s0.acc: 98.2288, s0.loss_bbox: 0.2063, s1.loss_cls: 0.0186, s1.acc: 98.6530, s1.loss_bbox: 0.1096, s2.loss_cls: 0.0086, s2.acc: 98.6818, s2.loss_bbox: 0.0517, loss: 0.4517
2022-03-24 10:40:47,910 - mmdet - INFO - Epoch [29][210/336]	lr: 1.938e-07, eta: 1:29:37, time: 0.756, data_time: 0.025, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0496, s0.acc: 98.3105, s0.loss_bbox: 0.2025, s1.loss_cls: 0.0179, s1.acc: 98.7767, s1.loss_bbox: 0.1051, s2.loss_cls: 0.0082, s2.acc: 98.8245, s2.loss_bbox: 0.0500, loss: 0.4409
2022-03-24 10:40:55,611 - mmdet - INFO - Epoch [29][220/336]	lr: 1.938e-07, eta: 1:29:29, time: 0.763, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0503, s0.acc: 98.2159, s0.loss_bbox: 0.2037, s1.loss_cls: 0.0193, s1.acc: 98.6381, s1.loss_bbox: 0.1079, s2.loss_cls: 0.0093, s2.acc: 98.6204, s2.loss_bbox: 0.0498, loss: 0.4486
2022-03-24 10:41:03,064 - mmdet - INFO - Epoch [29][230/336]	lr: 1.938e-07, eta: 1:29:20, time: 0.752, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0529, s0.acc: 98.1909, s0.loss_bbox: 0.2094, s1.loss_cls: 0.0191, s1.acc: 98.7388, s1.loss_bbox: 0.1076, s2.loss_cls: 0.0085, s2.acc: 98.8397, s2.loss_bbox: 0.0505, loss: 0.4552
2022-03-24 10:41:10,431 - mmdet - INFO - Epoch [29][240/336]	lr: 1.938e-07, eta: 1:29:11, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0518, s0.acc: 98.2123, s0.loss_bbox: 0.2055, s1.loss_cls: 0.0195, s1.acc: 98.6528, s1.loss_bbox: 0.1069, s2.loss_cls: 0.0090, s2.acc: 98.7446, s2.loss_bbox: 0.0495, loss: 0.4491
2022-03-24 10:41:19,489 - mmdet - INFO - Epoch [29][250/336]	lr: 1.938e-07, eta: 1:29:03, time: 0.899, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0541, s0.acc: 98.1143, s0.loss_bbox: 0.2100, s1.loss_cls: 0.0201, s1.acc: 98.6035, s1.loss_bbox: 0.1091, s2.loss_cls: 0.0092, s2.acc: 98.6805, s2.loss_bbox: 0.0507, loss: 0.4611
2022-03-24 10:41:28,357 - mmdet - INFO - Epoch [29][260/336]	lr: 1.938e-07, eta: 1:28:55, time: 0.886, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0488, s0.acc: 98.3392, s0.loss_bbox: 0.2002, s1.loss_cls: 0.0178, s1.acc: 98.7937, s1.loss_bbox: 0.1041, s2.loss_cls: 0.0083, s2.acc: 98.8125, s2.loss_bbox: 0.0490, loss: 0.4359
2022-03-24 10:41:37,572 - mmdet - INFO - Epoch [29][270/336]	lr: 1.938e-07, eta: 1:28:48, time: 0.921, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0502, s0.acc: 98.3090, s0.loss_bbox: 0.2050, s1.loss_cls: 0.0183, s1.acc: 98.7821, s1.loss_bbox: 0.1067, s2.loss_cls: 0.0086, s2.acc: 98.7609, s2.loss_bbox: 0.0507, loss: 0.4465
2022-03-24 10:41:46,768 - mmdet - INFO - Epoch [29][280/336]	lr: 1.938e-07, eta: 1:28:40, time: 0.920, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0064, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0514, s0.acc: 98.2919, s0.loss_bbox: 0.2046, s1.loss_cls: 0.0189, s1.acc: 98.7795, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0088, s2.acc: 98.8005, s2.loss_bbox: 0.0487, loss: 0.4470
2022-03-24 10:41:56,122 - mmdet - INFO - Epoch [29][290/336]	lr: 1.938e-07, eta: 1:28:33, time: 0.935, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0502, s0.acc: 98.2855, s0.loss_bbox: 0.2025, s1.loss_cls: 0.0195, s1.acc: 98.6609, s1.loss_bbox: 0.1065, s2.loss_cls: 0.0090, s2.acc: 98.6981, s2.loss_bbox: 0.0505, loss: 0.4459
2022-03-24 10:42:05,821 - mmdet - INFO - Epoch [29][300/336]	lr: 1.938e-07, eta: 1:28:25, time: 0.970, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0507, s0.acc: 98.2501, s0.loss_bbox: 0.2061, s1.loss_cls: 0.0186, s1.acc: 98.6960, s1.loss_bbox: 0.1071, s2.loss_cls: 0.0090, s2.acc: 98.6567, s2.loss_bbox: 0.0512, loss: 0.4514
2022-03-24 10:42:15,019 - mmdet - INFO - Epoch [29][310/336]	lr: 1.938e-07, eta: 1:28:18, time: 0.920, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0497, s0.acc: 98.2251, s0.loss_bbox: 0.2081, s1.loss_cls: 0.0180, s1.acc: 98.7335, s1.loss_bbox: 0.1092, s2.loss_cls: 0.0094, s2.acc: 98.6278, s2.loss_bbox: 0.0502, loss: 0.4511
2022-03-24 10:42:22,827 - mmdet - INFO - Epoch [29][320/336]	lr: 1.938e-07, eta: 1:28:09, time: 0.788, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0513, s0.acc: 98.1720, s0.loss_bbox: 0.2069, s1.loss_cls: 0.0198, s1.acc: 98.6095, s1.loss_bbox: 0.1097, s2.loss_cls: 0.0092, s2.acc: 98.6061, s2.loss_bbox: 0.0512, loss: 0.4549
2022-03-24 10:42:30,487 - mmdet - INFO - Epoch [29][330/336]	lr: 1.938e-07, eta: 1:28:00, time: 0.766, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0552, s0.acc: 98.1183, s0.loss_bbox: 0.2134, s1.loss_cls: 0.0203, s1.acc: 98.6396, s1.loss_bbox: 0.1104, s2.loss_cls: 0.0093, s2.acc: 98.6562, s2.loss_bbox: 0.0515, loss: 0.4687
2022-03-24 10:42:56,563 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:42:57,052 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:42:57,053 - mmdet - INFO - Epoch(val) [29][336]	bbox_mAP: 0.1330, bbox_mAP_50: 0.2240, bbox_mAP_75: 0.1470, bbox_mAP_s: 0.1230, bbox_mAP_m: 0.1740, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.133 0.224 0.147 0.123 0.174 -1.000
2022-03-24 10:43:23,943 - mmdet - INFO - Epoch [30][10/336]	lr: 1.938e-07, eta: 1:27:56, time: 2.687, data_time: 1.860, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0479, s0.acc: 98.3344, s0.loss_bbox: 0.2002, s1.loss_cls: 0.0179, s1.acc: 98.7577, s1.loss_bbox: 0.1047, s2.loss_cls: 0.0083, s2.acc: 98.7645, s2.loss_bbox: 0.0489, loss: 0.4353
2022-03-24 10:43:31,270 - mmdet - INFO - Epoch [30][20/336]	lr: 1.938e-07, eta: 1:27:47, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0520, s0.acc: 98.2767, s0.loss_bbox: 0.2040, s1.loss_cls: 0.0189, s1.acc: 98.7733, s1.loss_bbox: 0.1065, s2.loss_cls: 0.0088, s2.acc: 98.7431, s2.loss_bbox: 0.0499, loss: 0.4485
2022-03-24 10:43:38,630 - mmdet - INFO - Epoch [30][30/336]	lr: 1.938e-07, eta: 1:27:38, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0495, s0.acc: 98.2614, s0.loss_bbox: 0.2102, s1.loss_cls: 0.0183, s1.acc: 98.7322, s1.loss_bbox: 0.1092, s2.loss_cls: 0.0090, s2.acc: 98.7094, s2.loss_bbox: 0.0521, loss: 0.4557
2022-03-24 10:43:45,981 - mmdet - INFO - Epoch [30][40/336]	lr: 1.938e-07, eta: 1:27:30, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0460, s0.acc: 98.4003, s0.loss_bbox: 0.1986, s1.loss_cls: 0.0177, s1.acc: 98.7734, s1.loss_bbox: 0.1046, s2.loss_cls: 0.0087, s2.acc: 98.7578, s2.loss_bbox: 0.0490, loss: 0.4318
2022-03-24 10:43:53,940 - mmdet - INFO - Epoch [30][50/336]	lr: 1.938e-07, eta: 1:27:21, time: 0.796, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0508, s0.acc: 98.2471, s0.loss_bbox: 0.2065, s1.loss_cls: 0.0186, s1.acc: 98.7096, s1.loss_bbox: 0.1077, s2.loss_cls: 0.0089, s2.acc: 98.6699, s2.loss_bbox: 0.0506, loss: 0.4507
2022-03-24 10:44:01,827 - mmdet - INFO - Epoch [30][60/336]	lr: 1.938e-07, eta: 1:27:12, time: 0.789, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0573, s0.acc: 98.1552, s0.loss_bbox: 0.2057, s1.loss_cls: 0.0215, s1.acc: 98.6476, s1.loss_bbox: 0.1068, s2.loss_cls: 0.0099, s2.acc: 98.7345, s2.loss_bbox: 0.0500, loss: 0.4593
2022-03-24 10:44:09,274 - mmdet - INFO - Epoch [30][70/336]	lr: 1.938e-07, eta: 1:27:04, time: 0.745, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0469, s0.acc: 98.3624, s0.loss_bbox: 0.1995, s1.loss_cls: 0.0171, s1.acc: 98.8717, s1.loss_bbox: 0.1023, s2.loss_cls: 0.0079, s2.acc: 98.8626, s2.loss_bbox: 0.0485, loss: 0.4300
2022-03-24 10:44:16,797 - mmdet - INFO - Epoch [30][80/336]	lr: 1.938e-07, eta: 1:26:55, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0545, s0.acc: 98.2233, s0.loss_bbox: 0.2066, s1.loss_cls: 0.0215, s1.acc: 98.6109, s1.loss_bbox: 0.1070, s2.loss_cls: 0.0100, s2.acc: 98.6119, s2.loss_bbox: 0.0489, loss: 0.4569
2022-03-24 10:44:24,120 - mmdet - INFO - Epoch [30][90/336]	lr: 1.938e-07, eta: 1:26:46, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0509, s0.acc: 98.2391, s0.loss_bbox: 0.2025, s1.loss_cls: 0.0192, s1.acc: 98.6859, s1.loss_bbox: 0.1054, s2.loss_cls: 0.0088, s2.acc: 98.7437, s2.loss_bbox: 0.0491, loss: 0.4436
2022-03-24 10:44:31,666 - mmdet - INFO - Epoch [30][100/336]	lr: 1.938e-07, eta: 1:26:37, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0496, s0.acc: 98.3447, s0.loss_bbox: 0.1939, s1.loss_cls: 0.0193, s1.acc: 98.7163, s1.loss_bbox: 0.1004, s2.loss_cls: 0.0085, s2.acc: 98.8168, s2.loss_bbox: 0.0463, loss: 0.4254
2022-03-24 10:44:39,149 - mmdet - INFO - Epoch [30][110/336]	lr: 1.938e-07, eta: 1:26:29, time: 0.748, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0483, s0.acc: 98.2901, s0.loss_bbox: 0.2006, s1.loss_cls: 0.0179, s1.acc: 98.7268, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0090, s2.acc: 98.6997, s2.loss_bbox: 0.0503, loss: 0.4397
2022-03-24 10:44:46,452 - mmdet - INFO - Epoch [30][120/336]	lr: 1.938e-07, eta: 1:26:20, time: 0.730, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0520, s0.acc: 98.1866, s0.loss_bbox: 0.2101, s1.loss_cls: 0.0194, s1.acc: 98.6457, s1.loss_bbox: 0.1095, s2.loss_cls: 0.0092, s2.acc: 98.6180, s2.loss_bbox: 0.0513, loss: 0.4588
2022-03-24 10:44:53,796 - mmdet - INFO - Epoch [30][130/336]	lr: 1.938e-07, eta: 1:26:11, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0486, s0.acc: 98.3511, s0.loss_bbox: 0.2077, s1.loss_cls: 0.0179, s1.acc: 98.7521, s1.loss_bbox: 0.1085, s2.loss_cls: 0.0081, s2.acc: 98.8135, s2.loss_bbox: 0.0519, loss: 0.4499
2022-03-24 10:45:01,104 - mmdet - INFO - Epoch [30][140/336]	lr: 1.938e-07, eta: 1:26:02, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0492, s0.acc: 98.3069, s0.loss_bbox: 0.2022, s1.loss_cls: 0.0179, s1.acc: 98.7899, s1.loss_bbox: 0.1046, s2.loss_cls: 0.0085, s2.acc: 98.7810, s2.loss_bbox: 0.0493, loss: 0.4386
2022-03-24 10:45:08,922 - mmdet - INFO - Epoch [30][150/336]	lr: 1.938e-07, eta: 1:25:53, time: 0.782, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0531, s0.acc: 98.1973, s0.loss_bbox: 0.2083, s1.loss_cls: 0.0199, s1.acc: 98.6726, s1.loss_bbox: 0.1083, s2.loss_cls: 0.0097, s2.acc: 98.6321, s2.loss_bbox: 0.0501, loss: 0.4565
2022-03-24 10:45:16,873 - mmdet - INFO - Epoch [30][160/336]	lr: 1.938e-07, eta: 1:25:45, time: 0.795, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0477, s0.acc: 98.3008, s0.loss_bbox: 0.1972, s1.loss_cls: 0.0181, s1.acc: 98.7265, s1.loss_bbox: 0.1028, s2.loss_cls: 0.0089, s2.acc: 98.6069, s2.loss_bbox: 0.0482, loss: 0.4305
2022-03-24 10:45:24,346 - mmdet - INFO - Epoch [30][170/336]	lr: 1.938e-07, eta: 1:25:36, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0422, s0.acc: 98.4637, s0.loss_bbox: 0.1910, s1.loss_cls: 0.0146, s1.acc: 98.8910, s1.loss_bbox: 0.1022, s2.loss_cls: 0.0072, s2.acc: 98.8578, s2.loss_bbox: 0.0494, loss: 0.4130
2022-03-24 10:45:31,880 - mmdet - INFO - Epoch [30][180/336]	lr: 1.938e-07, eta: 1:25:27, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0440, s0.acc: 98.4418, s0.loss_bbox: 0.1969, s1.loss_cls: 0.0160, s1.acc: 98.9035, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0079, s2.acc: 98.8872, s2.loss_bbox: 0.0505, loss: 0.4273
2022-03-24 10:45:39,261 - mmdet - INFO - Epoch [30][190/336]	lr: 1.938e-07, eta: 1:25:19, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0510, s0.acc: 98.2504, s0.loss_bbox: 0.2074, s1.loss_cls: 0.0183, s1.acc: 98.7961, s1.loss_bbox: 0.1078, s2.loss_cls: 0.0086, s2.acc: 98.7728, s2.loss_bbox: 0.0510, loss: 0.4522
2022-03-24 10:45:46,697 - mmdet - INFO - Epoch [30][200/336]	lr: 1.938e-07, eta: 1:25:10, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0524, s0.acc: 98.2343, s0.loss_bbox: 0.2101, s1.loss_cls: 0.0179, s1.acc: 98.8204, s1.loss_bbox: 0.1091, s2.loss_cls: 0.0082, s2.acc: 98.8576, s2.loss_bbox: 0.0514, loss: 0.4577
2022-03-24 10:45:54,247 - mmdet - INFO - Epoch [30][210/336]	lr: 1.938e-07, eta: 1:25:01, time: 0.755, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0057, loss_rpn_bbox: 0.0035, s0.loss_cls: 0.0538, s0.acc: 98.1122, s0.loss_bbox: 0.2176, s1.loss_cls: 0.0192, s1.acc: 98.6685, s1.loss_bbox: 0.1132, s2.loss_cls: 0.0091, s2.acc: 98.6288, s2.loss_bbox: 0.0530, loss: 0.4751
2022-03-24 10:46:03,209 - mmdet - INFO - Epoch [30][220/336]	lr: 1.938e-07, eta: 1:24:53, time: 0.897, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0498, s0.acc: 98.3109, s0.loss_bbox: 0.1997, s1.loss_cls: 0.0184, s1.acc: 98.7741, s1.loss_bbox: 0.1034, s2.loss_cls: 0.0083, s2.acc: 98.7989, s2.loss_bbox: 0.0482, loss: 0.4347
2022-03-24 10:46:10,653 - mmdet - INFO - Epoch [30][230/336]	lr: 1.938e-07, eta: 1:24:45, time: 0.744, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0495, s0.acc: 98.3328, s0.loss_bbox: 0.2004, s1.loss_cls: 0.0178, s1.acc: 98.8453, s1.loss_bbox: 0.1048, s2.loss_cls: 0.0085, s2.acc: 98.8515, s2.loss_bbox: 0.0500, loss: 0.4389
2022-03-24 10:46:18,002 - mmdet - INFO - Epoch [30][240/336]	lr: 1.938e-07, eta: 1:24:36, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0512, s0.acc: 98.3115, s0.loss_bbox: 0.2010, s1.loss_cls: 0.0194, s1.acc: 98.7102, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0084, s2.acc: 98.8430, s2.loss_bbox: 0.0498, loss: 0.4432
2022-03-24 10:46:25,930 - mmdet - INFO - Epoch [30][250/336]	lr: 1.938e-07, eta: 1:24:27, time: 0.794, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0482, s0.acc: 98.3438, s0.loss_bbox: 0.1981, s1.loss_cls: 0.0178, s1.acc: 98.8095, s1.loss_bbox: 0.1019, s2.loss_cls: 0.0081, s2.acc: 98.8236, s2.loss_bbox: 0.0485, loss: 0.4301
2022-03-24 10:46:34,243 - mmdet - INFO - Epoch [30][260/336]	lr: 1.938e-07, eta: 1:24:19, time: 0.831, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0513, s0.acc: 98.2401, s0.loss_bbox: 0.2047, s1.loss_cls: 0.0190, s1.acc: 98.6895, s1.loss_bbox: 0.1063, s2.loss_cls: 0.0090, s2.acc: 98.7042, s2.loss_bbox: 0.0495, loss: 0.4469
2022-03-24 10:46:41,575 - mmdet - INFO - Epoch [30][270/336]	lr: 1.938e-07, eta: 1:24:10, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0463, s0.acc: 98.3588, s0.loss_bbox: 0.1974, s1.loss_cls: 0.0167, s1.acc: 98.7991, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0077, s2.acc: 98.8450, s2.loss_bbox: 0.0498, loss: 0.4293
2022-03-24 10:46:49,086 - mmdet - INFO - Epoch [30][280/336]	lr: 1.938e-07, eta: 1:24:01, time: 0.751, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0505, s0.acc: 98.2666, s0.loss_bbox: 0.2000, s1.loss_cls: 0.0189, s1.acc: 98.7299, s1.loss_bbox: 0.1046, s2.loss_cls: 0.0087, s2.acc: 98.6992, s2.loss_bbox: 0.0491, loss: 0.4390
2022-03-24 10:46:56,475 - mmdet - INFO - Epoch [30][290/336]	lr: 1.938e-07, eta: 1:23:53, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0535, s0.acc: 98.1775, s0.loss_bbox: 0.2047, s1.loss_cls: 0.0209, s1.acc: 98.5835, s1.loss_bbox: 0.1071, s2.loss_cls: 0.0099, s2.acc: 98.6068, s2.loss_bbox: 0.0502, loss: 0.4536
2022-03-24 10:47:04,041 - mmdet - INFO - Epoch [30][300/336]	lr: 1.938e-07, eta: 1:23:44, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0503, s0.acc: 98.2733, s0.loss_bbox: 0.2024, s1.loss_cls: 0.0191, s1.acc: 98.6928, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0090, s2.acc: 98.6637, s2.loss_bbox: 0.0493, loss: 0.4438
2022-03-24 10:47:11,363 - mmdet - INFO - Epoch [30][310/336]	lr: 1.938e-07, eta: 1:23:35, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0477, s0.acc: 98.3188, s0.loss_bbox: 0.2026, s1.loss_cls: 0.0181, s1.acc: 98.7470, s1.loss_bbox: 0.1083, s2.loss_cls: 0.0087, s2.acc: 98.7336, s2.loss_bbox: 0.0516, loss: 0.4435
2022-03-24 10:47:18,694 - mmdet - INFO - Epoch [30][320/336]	lr: 1.938e-07, eta: 1:23:26, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0526, s0.acc: 98.1519, s0.loss_bbox: 0.2067, s1.loss_cls: 0.0200, s1.acc: 98.5976, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0092, s2.acc: 98.6283, s2.loss_bbox: 0.0495, loss: 0.4506
2022-03-24 10:47:26,101 - mmdet - INFO - Epoch [30][330/336]	lr: 1.938e-07, eta: 1:23:18, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0474, s0.acc: 98.2748, s0.loss_bbox: 0.2016, s1.loss_cls: 0.0174, s1.acc: 98.7695, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0082, s2.acc: 98.7954, s2.loss_bbox: 0.0497, loss: 0.4357
2022-03-24 10:47:52,117 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:47:52,394 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:47:52,394 - mmdet - INFO - Epoch(val) [30][336]	bbox_mAP: 0.1550, bbox_mAP_50: 0.2560, bbox_mAP_75: 0.1630, bbox_mAP_s: 0.1610, bbox_mAP_m: 0.1630, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.155 0.256 0.163 0.161 0.163 -1.000
2022-03-24 10:48:20,297 - mmdet - INFO - Epoch [31][10/336]	lr: 1.938e-07, eta: 1:23:13, time: 2.789, data_time: 1.879, memory: 15335, loss_rpn_cls: 0.0034, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0440, s0.acc: 98.4085, s0.loss_bbox: 0.1978, s1.loss_cls: 0.0165, s1.acc: 98.8020, s1.loss_bbox: 0.1053, s2.loss_cls: 0.0078, s2.acc: 98.7907, s2.loss_bbox: 0.0499, loss: 0.4276
2022-03-24 10:48:28,239 - mmdet - INFO - Epoch [31][20/336]	lr: 1.938e-07, eta: 1:23:05, time: 0.794, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0504, s0.acc: 98.2269, s0.loss_bbox: 0.2043, s1.loss_cls: 0.0190, s1.acc: 98.6583, s1.loss_bbox: 0.1071, s2.loss_cls: 0.0088, s2.acc: 98.6266, s2.loss_bbox: 0.0508, loss: 0.4479
2022-03-24 10:48:37,092 - mmdet - INFO - Epoch [31][30/336]	lr: 1.938e-07, eta: 1:22:57, time: 0.879, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0479, s0.acc: 98.3450, s0.loss_bbox: 0.1992, s1.loss_cls: 0.0181, s1.acc: 98.7519, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0088, s2.acc: 98.7007, s2.loss_bbox: 0.0498, loss: 0.4357
2022-03-24 10:48:46,249 - mmdet - INFO - Epoch [31][40/336]	lr: 1.938e-07, eta: 1:22:49, time: 0.916, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0504, s0.acc: 98.2214, s0.loss_bbox: 0.2066, s1.loss_cls: 0.0196, s1.acc: 98.5826, s1.loss_bbox: 0.1098, s2.loss_cls: 0.0092, s2.acc: 98.6494, s2.loss_bbox: 0.0520, loss: 0.4546
2022-03-24 10:48:55,226 - mmdet - INFO - Epoch [31][50/336]	lr: 1.938e-07, eta: 1:22:41, time: 0.898, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0438, s0.acc: 98.4857, s0.loss_bbox: 0.1981, s1.loss_cls: 0.0154, s1.acc: 98.9715, s1.loss_bbox: 0.1048, s2.loss_cls: 0.0073, s2.acc: 98.9469, s2.loss_bbox: 0.0502, loss: 0.4280
2022-03-24 10:49:03,937 - mmdet - INFO - Epoch [31][60/336]	lr: 1.938e-07, eta: 1:22:33, time: 0.878, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0506, s0.acc: 98.2285, s0.loss_bbox: 0.2073, s1.loss_cls: 0.0187, s1.acc: 98.7008, s1.loss_bbox: 0.1086, s2.loss_cls: 0.0085, s2.acc: 98.7539, s2.loss_bbox: 0.0519, loss: 0.4533
2022-03-24 10:49:11,292 - mmdet - INFO - Epoch [31][70/336]	lr: 1.938e-07, eta: 1:22:24, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0488, s0.acc: 98.3414, s0.loss_bbox: 0.1954, s1.loss_cls: 0.0183, s1.acc: 98.8041, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0087, s2.acc: 98.7647, s2.loss_bbox: 0.0495, loss: 0.4319
2022-03-24 10:49:20,183 - mmdet - INFO - Epoch [31][80/336]	lr: 1.938e-07, eta: 1:22:16, time: 0.883, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0568, s0.acc: 98.1061, s0.loss_bbox: 0.2092, s1.loss_cls: 0.0222, s1.acc: 98.4948, s1.loss_bbox: 0.1108, s2.loss_cls: 0.0102, s2.acc: 98.5079, s2.loss_bbox: 0.0520, loss: 0.4693
2022-03-24 10:49:27,625 - mmdet - INFO - Epoch [31][90/336]	lr: 1.938e-07, eta: 1:22:08, time: 0.751, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0527, s0.acc: 98.1992, s0.loss_bbox: 0.2099, s1.loss_cls: 0.0198, s1.acc: 98.6445, s1.loss_bbox: 0.1111, s2.loss_cls: 0.0097, s2.acc: 98.5782, s2.loss_bbox: 0.0522, loss: 0.4627
2022-03-24 10:49:35,038 - mmdet - INFO - Epoch [31][100/336]	lr: 1.938e-07, eta: 1:21:59, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0545, s0.acc: 98.0914, s0.loss_bbox: 0.2217, s1.loss_cls: 0.0206, s1.acc: 98.6056, s1.loss_bbox: 0.1150, s2.loss_cls: 0.0097, s2.acc: 98.5776, s2.loss_bbox: 0.0528, loss: 0.4816
2022-03-24 10:49:42,811 - mmdet - INFO - Epoch [31][110/336]	lr: 1.938e-07, eta: 1:21:50, time: 0.777, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0456, s0.acc: 98.3875, s0.loss_bbox: 0.1965, s1.loss_cls: 0.0176, s1.acc: 98.8145, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0082, s2.acc: 98.8398, s2.loss_bbox: 0.0491, loss: 0.4270
2022-03-24 10:49:51,338 - mmdet - INFO - Epoch [31][120/336]	lr: 1.938e-07, eta: 1:21:42, time: 0.853, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0486, s0.acc: 98.3334, s0.loss_bbox: 0.2014, s1.loss_cls: 0.0179, s1.acc: 98.7796, s1.loss_bbox: 0.1061, s2.loss_cls: 0.0083, s2.acc: 98.7855, s2.loss_bbox: 0.0502, loss: 0.4400
2022-03-24 10:49:59,796 - mmdet - INFO - Epoch [31][130/336]	lr: 1.938e-07, eta: 1:21:34, time: 0.846, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0514, s0.acc: 98.2040, s0.loss_bbox: 0.2045, s1.loss_cls: 0.0197, s1.acc: 98.6413, s1.loss_bbox: 0.1066, s2.loss_cls: 0.0092, s2.acc: 98.6610, s2.loss_bbox: 0.0496, loss: 0.4480
2022-03-24 10:50:07,361 - mmdet - INFO - Epoch [31][140/336]	lr: 1.938e-07, eta: 1:21:25, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0562, s0.acc: 98.0811, s0.loss_bbox: 0.2160, s1.loss_cls: 0.0209, s1.acc: 98.5974, s1.loss_bbox: 0.1135, s2.loss_cls: 0.0099, s2.acc: 98.5859, s2.loss_bbox: 0.0531, loss: 0.4775
2022-03-24 10:50:14,712 - mmdet - INFO - Epoch [31][150/336]	lr: 1.938e-07, eta: 1:21:17, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0547, s0.acc: 98.1760, s0.loss_bbox: 0.2054, s1.loss_cls: 0.0200, s1.acc: 98.6652, s1.loss_bbox: 0.1069, s2.loss_cls: 0.0091, s2.acc: 98.6732, s2.loss_bbox: 0.0510, loss: 0.4550
2022-03-24 10:50:22,283 - mmdet - INFO - Epoch [31][160/336]	lr: 1.938e-07, eta: 1:21:08, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0461, s0.acc: 98.3292, s0.loss_bbox: 0.1990, s1.loss_cls: 0.0175, s1.acc: 98.7396, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0082, s2.acc: 98.7543, s2.loss_bbox: 0.0502, loss: 0.4336
2022-03-24 10:50:29,689 - mmdet - INFO - Epoch [31][170/336]	lr: 1.938e-07, eta: 1:20:59, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0488, s0.acc: 98.3279, s0.loss_bbox: 0.2034, s1.loss_cls: 0.0191, s1.acc: 98.6956, s1.loss_bbox: 0.1079, s2.loss_cls: 0.0089, s2.acc: 98.7193, s2.loss_bbox: 0.0516, loss: 0.4458
2022-03-24 10:50:37,050 - mmdet - INFO - Epoch [31][180/336]	lr: 1.938e-07, eta: 1:20:50, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0527, s0.acc: 98.1458, s0.loss_bbox: 0.2120, s1.loss_cls: 0.0197, s1.acc: 98.6126, s1.loss_bbox: 0.1114, s2.loss_cls: 0.0090, s2.acc: 98.6523, s2.loss_bbox: 0.0536, loss: 0.4658
2022-03-24 10:50:44,417 - mmdet - INFO - Epoch [31][190/336]	lr: 1.938e-07, eta: 1:20:42, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0467, s0.acc: 98.3572, s0.loss_bbox: 0.1987, s1.loss_cls: 0.0174, s1.acc: 98.7684, s1.loss_bbox: 0.1047, s2.loss_cls: 0.0079, s2.acc: 98.8514, s2.loss_bbox: 0.0497, loss: 0.4323
2022-03-24 10:50:51,967 - mmdet - INFO - Epoch [31][200/336]	lr: 1.938e-07, eta: 1:20:33, time: 0.757, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0505, s0.acc: 98.2736, s0.loss_bbox: 0.2028, s1.loss_cls: 0.0187, s1.acc: 98.7438, s1.loss_bbox: 0.1077, s2.loss_cls: 0.0088, s2.acc: 98.7740, s2.loss_bbox: 0.0510, loss: 0.4464
2022-03-24 10:50:59,570 - mmdet - INFO - Epoch [31][210/336]	lr: 1.938e-07, eta: 1:20:24, time: 0.761, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0538, s0.acc: 98.1223, s0.loss_bbox: 0.2157, s1.loss_cls: 0.0204, s1.acc: 98.5991, s1.loss_bbox: 0.1137, s2.loss_cls: 0.0095, s2.acc: 98.5846, s2.loss_bbox: 0.0532, loss: 0.4742
2022-03-24 10:51:07,712 - mmdet - INFO - Epoch [31][220/336]	lr: 1.938e-07, eta: 1:20:16, time: 0.814, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0545, s0.acc: 98.1235, s0.loss_bbox: 0.2104, s1.loss_cls: 0.0209, s1.acc: 98.6030, s1.loss_bbox: 0.1100, s2.loss_cls: 0.0098, s2.acc: 98.6296, s2.loss_bbox: 0.0514, loss: 0.4654
2022-03-24 10:51:15,064 - mmdet - INFO - Epoch [31][230/336]	lr: 1.938e-07, eta: 1:20:07, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0514, s0.acc: 98.2349, s0.loss_bbox: 0.2097, s1.loss_cls: 0.0193, s1.acc: 98.7048, s1.loss_bbox: 0.1099, s2.loss_cls: 0.0090, s2.acc: 98.6583, s2.loss_bbox: 0.0516, loss: 0.4590
2022-03-24 10:51:22,627 - mmdet - INFO - Epoch [31][240/336]	lr: 1.938e-07, eta: 1:19:58, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0504, s0.acc: 98.3044, s0.loss_bbox: 0.1976, s1.loss_cls: 0.0186, s1.acc: 98.8068, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0084, s2.acc: 98.8424, s2.loss_bbox: 0.0499, loss: 0.4356
2022-03-24 10:51:30,197 - mmdet - INFO - Epoch [31][250/336]	lr: 1.938e-07, eta: 1:19:50, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0519, s0.acc: 98.2593, s0.loss_bbox: 0.2110, s1.loss_cls: 0.0197, s1.acc: 98.7432, s1.loss_bbox: 0.1085, s2.loss_cls: 0.0088, s2.acc: 98.7929, s2.loss_bbox: 0.0510, loss: 0.4584
2022-03-24 10:51:37,577 - mmdet - INFO - Epoch [31][260/336]	lr: 1.938e-07, eta: 1:19:41, time: 0.738, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0505, s0.acc: 98.2663, s0.loss_bbox: 0.2055, s1.loss_cls: 0.0188, s1.acc: 98.7492, s1.loss_bbox: 0.1074, s2.loss_cls: 0.0083, s2.acc: 98.7953, s2.loss_bbox: 0.0505, loss: 0.4476
2022-03-24 10:51:44,948 - mmdet - INFO - Epoch [31][270/336]	lr: 1.938e-07, eta: 1:19:32, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0485, s0.acc: 98.3197, s0.loss_bbox: 0.2005, s1.loss_cls: 0.0171, s1.acc: 98.8363, s1.loss_bbox: 0.1053, s2.loss_cls: 0.0080, s2.acc: 98.8218, s2.loss_bbox: 0.0500, loss: 0.4363
2022-03-24 10:51:52,305 - mmdet - INFO - Epoch [31][280/336]	lr: 1.938e-07, eta: 1:19:24, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0507, s0.acc: 98.3157, s0.loss_bbox: 0.2016, s1.loss_cls: 0.0179, s1.acc: 98.7877, s1.loss_bbox: 0.1048, s2.loss_cls: 0.0083, s2.acc: 98.7980, s2.loss_bbox: 0.0492, loss: 0.4397
2022-03-24 10:52:00,091 - mmdet - INFO - Epoch [31][290/336]	lr: 1.938e-07, eta: 1:19:15, time: 0.771, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0541, s0.acc: 98.1186, s0.loss_bbox: 0.2121, s1.loss_cls: 0.0195, s1.acc: 98.6690, s1.loss_bbox: 0.1111, s2.loss_cls: 0.0095, s2.acc: 98.5622, s2.loss_bbox: 0.0516, loss: 0.4655
2022-03-24 10:52:08,553 - mmdet - INFO - Epoch [31][300/336]	lr: 1.938e-07, eta: 1:19:07, time: 0.853, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0501, s0.acc: 98.2816, s0.loss_bbox: 0.2041, s1.loss_cls: 0.0186, s1.acc: 98.7723, s1.loss_bbox: 0.1061, s2.loss_cls: 0.0084, s2.acc: 98.8570, s2.loss_bbox: 0.0505, loss: 0.4462
2022-03-24 10:52:16,177 - mmdet - INFO - Epoch [31][310/336]	lr: 1.938e-07, eta: 1:18:58, time: 0.762, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0515, s0.acc: 98.3374, s0.loss_bbox: 0.2062, s1.loss_cls: 0.0190, s1.acc: 98.8209, s1.loss_bbox: 0.1058, s2.loss_cls: 0.0085, s2.acc: 98.8838, s2.loss_bbox: 0.0504, loss: 0.4489
2022-03-24 10:52:24,088 - mmdet - INFO - Epoch [31][320/336]	lr: 1.938e-07, eta: 1:18:50, time: 0.791, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0498, s0.acc: 98.2837, s0.loss_bbox: 0.2127, s1.loss_cls: 0.0179, s1.acc: 98.7752, s1.loss_bbox: 0.1104, s2.loss_cls: 0.0084, s2.acc: 98.7834, s2.loss_bbox: 0.0526, loss: 0.4596
2022-03-24 10:52:31,431 - mmdet - INFO - Epoch [31][330/336]	lr: 1.938e-07, eta: 1:18:41, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0498, s0.acc: 98.3063, s0.loss_bbox: 0.1995, s1.loss_cls: 0.0186, s1.acc: 98.7114, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0089, s2.acc: 98.6666, s2.loss_bbox: 0.0486, loss: 0.4357
2022-03-24 10:52:58,301 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:52:58,574 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:52:58,575 - mmdet - INFO - Epoch(val) [31][336]	bbox_mAP: 0.0950, bbox_mAP_50: 0.1500, bbox_mAP_75: 0.1020, bbox_mAP_s: 0.0780, bbox_mAP_m: 0.1490, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.095 0.150 0.102 0.078 0.149 -1.000
2022-03-24 10:53:26,711 - mmdet - INFO - Epoch [32][10/336]	lr: 1.938e-07, eta: 1:18:36, time: 2.805, data_time: 1.900, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0025, s0.loss_cls: 0.0436, s0.acc: 98.4744, s0.loss_bbox: 0.1929, s1.loss_cls: 0.0160, s1.acc: 98.9410, s1.loss_bbox: 0.1029, s2.loss_cls: 0.0074, s2.acc: 98.9845, s2.loss_bbox: 0.0503, loss: 0.4192
2022-03-24 10:53:34,820 - mmdet - INFO - Epoch [32][20/336]	lr: 1.938e-07, eta: 1:18:28, time: 0.819, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0479, s0.acc: 98.3682, s0.loss_bbox: 0.1982, s1.loss_cls: 0.0179, s1.acc: 98.8021, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0080, s2.acc: 98.8568, s2.loss_bbox: 0.0497, loss: 0.4324
2022-03-24 10:53:42,165 - mmdet - INFO - Epoch [32][30/336]	lr: 1.938e-07, eta: 1:18:19, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0514, s0.acc: 98.1659, s0.loss_bbox: 0.2126, s1.loss_cls: 0.0194, s1.acc: 98.6487, s1.loss_bbox: 0.1127, s2.loss_cls: 0.0089, s2.acc: 98.7096, s2.loss_bbox: 0.0526, loss: 0.4651
2022-03-24 10:53:49,511 - mmdet - INFO - Epoch [32][40/336]	lr: 1.938e-07, eta: 1:18:10, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0532, s0.acc: 98.1934, s0.loss_bbox: 0.2156, s1.loss_cls: 0.0201, s1.acc: 98.6219, s1.loss_bbox: 0.1124, s2.loss_cls: 0.0092, s2.acc: 98.6583, s2.loss_bbox: 0.0527, loss: 0.4706
2022-03-24 10:53:57,128 - mmdet - INFO - Epoch [32][50/336]	lr: 1.938e-07, eta: 1:18:01, time: 0.762, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0513, s0.acc: 98.2355, s0.loss_bbox: 0.2089, s1.loss_cls: 0.0192, s1.acc: 98.7202, s1.loss_bbox: 0.1106, s2.loss_cls: 0.0088, s2.acc: 98.6678, s2.loss_bbox: 0.0520, loss: 0.4580
2022-03-24 10:54:05,645 - mmdet - INFO - Epoch [32][60/336]	lr: 1.938e-07, eta: 1:17:53, time: 0.852, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0508, s0.acc: 98.2648, s0.loss_bbox: 0.2046, s1.loss_cls: 0.0193, s1.acc: 98.7102, s1.loss_bbox: 0.1067, s2.loss_cls: 0.0086, s2.acc: 98.7822, s2.loss_bbox: 0.0505, loss: 0.4479
2022-03-24 10:54:14,960 - mmdet - INFO - Epoch [32][70/336]	lr: 1.938e-07, eta: 1:17:46, time: 0.924, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0518, s0.acc: 98.1757, s0.loss_bbox: 0.2133, s1.loss_cls: 0.0198, s1.acc: 98.6185, s1.loss_bbox: 0.1111, s2.loss_cls: 0.0095, s2.acc: 98.6293, s2.loss_bbox: 0.0525, loss: 0.4656
2022-03-24 10:54:24,084 - mmdet - INFO - Epoch [32][80/336]	lr: 1.938e-07, eta: 1:17:38, time: 0.919, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0534, s0.acc: 98.1970, s0.loss_bbox: 0.2177, s1.loss_cls: 0.0212, s1.acc: 98.6057, s1.loss_bbox: 0.1139, s2.loss_cls: 0.0096, s2.acc: 98.6053, s2.loss_bbox: 0.0531, loss: 0.4771
2022-03-24 10:54:31,445 - mmdet - INFO - Epoch [32][90/336]	lr: 1.938e-07, eta: 1:17:29, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0491, s0.acc: 98.2968, s0.loss_bbox: 0.2013, s1.loss_cls: 0.0184, s1.acc: 98.6830, s1.loss_bbox: 0.1034, s2.loss_cls: 0.0085, s2.acc: 98.7898, s2.loss_bbox: 0.0485, loss: 0.4363
2022-03-24 10:54:39,018 - mmdet - INFO - Epoch [32][100/336]	lr: 1.938e-07, eta: 1:17:20, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0550, s0.acc: 98.1699, s0.loss_bbox: 0.2106, s1.loss_cls: 0.0204, s1.acc: 98.6648, s1.loss_bbox: 0.1084, s2.loss_cls: 0.0088, s2.acc: 98.7445, s2.loss_bbox: 0.0509, loss: 0.4613
2022-03-24 10:54:46,537 - mmdet - INFO - Epoch [32][110/336]	lr: 1.938e-07, eta: 1:17:12, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0498, s0.acc: 98.2465, s0.loss_bbox: 0.2088, s1.loss_cls: 0.0185, s1.acc: 98.7306, s1.loss_bbox: 0.1082, s2.loss_cls: 0.0085, s2.acc: 98.7805, s2.loss_bbox: 0.0509, loss: 0.4515
2022-03-24 10:54:53,919 - mmdet - INFO - Epoch [32][120/336]	lr: 1.938e-07, eta: 1:17:03, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0494, s0.acc: 98.2919, s0.loss_bbox: 0.2040, s1.loss_cls: 0.0176, s1.acc: 98.7863, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0086, s2.acc: 98.7163, s2.loss_bbox: 0.0504, loss: 0.4434
2022-03-24 10:55:01,657 - mmdet - INFO - Epoch [32][130/336]	lr: 1.938e-07, eta: 1:16:54, time: 0.774, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0437, s0.acc: 98.4546, s0.loss_bbox: 0.1992, s1.loss_cls: 0.0150, s1.acc: 98.9571, s1.loss_bbox: 0.1043, s2.loss_cls: 0.0070, s2.acc: 98.9737, s2.loss_bbox: 0.0504, loss: 0.4270
2022-03-24 10:55:09,042 - mmdet - INFO - Epoch [32][140/336]	lr: 1.938e-07, eta: 1:16:46, time: 0.738, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0549, s0.acc: 98.1161, s0.loss_bbox: 0.2080, s1.loss_cls: 0.0212, s1.acc: 98.6419, s1.loss_bbox: 0.1093, s2.loss_cls: 0.0095, s2.acc: 98.7233, s2.loss_bbox: 0.0512, loss: 0.4609
2022-03-24 10:55:16,475 - mmdet - INFO - Epoch [32][150/336]	lr: 1.938e-07, eta: 1:16:37, time: 0.744, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0497, s0.acc: 98.2361, s0.loss_bbox: 0.2107, s1.loss_cls: 0.0180, s1.acc: 98.7451, s1.loss_bbox: 0.1096, s2.loss_cls: 0.0083, s2.acc: 98.7666, s2.loss_bbox: 0.0521, loss: 0.4556
2022-03-24 10:55:24,599 - mmdet - INFO - Epoch [32][160/336]	lr: 1.938e-07, eta: 1:16:29, time: 0.812, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0521, s0.acc: 98.1644, s0.loss_bbox: 0.2046, s1.loss_cls: 0.0195, s1.acc: 98.6675, s1.loss_bbox: 0.1053, s2.loss_cls: 0.0090, s2.acc: 98.6247, s2.loss_bbox: 0.0500, loss: 0.4477
2022-03-24 10:55:32,273 - mmdet - INFO - Epoch [32][170/336]	lr: 1.938e-07, eta: 1:16:20, time: 0.768, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0517, s0.acc: 98.2483, s0.loss_bbox: 0.2072, s1.loss_cls: 0.0186, s1.acc: 98.7440, s1.loss_bbox: 0.1060, s2.loss_cls: 0.0085, s2.acc: 98.8257, s2.loss_bbox: 0.0504, loss: 0.4506
2022-03-24 10:55:40,684 - mmdet - INFO - Epoch [32][180/336]	lr: 1.938e-07, eta: 1:16:12, time: 0.841, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0537, s0.acc: 98.0789, s0.loss_bbox: 0.2192, s1.loss_cls: 0.0200, s1.acc: 98.5798, s1.loss_bbox: 0.1124, s2.loss_cls: 0.0098, s2.acc: 98.5651, s2.loss_bbox: 0.0525, loss: 0.4746
2022-03-24 10:55:48,019 - mmdet - INFO - Epoch [32][190/336]	lr: 1.938e-07, eta: 1:16:03, time: 0.733, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0550, s0.acc: 98.1866, s0.loss_bbox: 0.2019, s1.loss_cls: 0.0212, s1.acc: 98.5883, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0096, s2.acc: 98.6793, s2.loss_bbox: 0.0488, loss: 0.4487
2022-03-24 10:55:55,561 - mmdet - INFO - Epoch [32][200/336]	lr: 1.938e-07, eta: 1:15:55, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0513, s0.acc: 98.2947, s0.loss_bbox: 0.2102, s1.loss_cls: 0.0189, s1.acc: 98.7862, s1.loss_bbox: 0.1093, s2.loss_cls: 0.0090, s2.acc: 98.7950, s2.loss_bbox: 0.0511, loss: 0.4576
2022-03-24 10:56:03,081 - mmdet - INFO - Epoch [32][210/336]	lr: 1.938e-07, eta: 1:15:46, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0465, s0.acc: 98.3353, s0.loss_bbox: 0.2093, s1.loss_cls: 0.0162, s1.acc: 98.8329, s1.loss_bbox: 0.1106, s2.loss_cls: 0.0080, s2.acc: 98.7800, s2.loss_bbox: 0.0529, loss: 0.4498
2022-03-24 10:56:10,437 - mmdet - INFO - Epoch [32][220/336]	lr: 1.938e-07, eta: 1:15:37, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0491, s0.acc: 98.2938, s0.loss_bbox: 0.2070, s1.loss_cls: 0.0186, s1.acc: 98.7264, s1.loss_bbox: 0.1085, s2.loss_cls: 0.0088, s2.acc: 98.7319, s2.loss_bbox: 0.0513, loss: 0.4496
2022-03-24 10:56:17,777 - mmdet - INFO - Epoch [32][230/336]	lr: 1.938e-07, eta: 1:15:28, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0546, s0.acc: 98.1516, s0.loss_bbox: 0.2126, s1.loss_cls: 0.0205, s1.acc: 98.6261, s1.loss_bbox: 0.1110, s2.loss_cls: 0.0095, s2.acc: 98.6262, s2.loss_bbox: 0.0523, loss: 0.4682
2022-03-24 10:56:25,141 - mmdet - INFO - Epoch [32][240/336]	lr: 1.938e-07, eta: 1:15:20, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0505, s0.acc: 98.2013, s0.loss_bbox: 0.2129, s1.loss_cls: 0.0189, s1.acc: 98.6709, s1.loss_bbox: 0.1129, s2.loss_cls: 0.0089, s2.acc: 98.6537, s2.loss_bbox: 0.0537, loss: 0.4647
2022-03-24 10:56:32,537 - mmdet - INFO - Epoch [32][250/336]	lr: 1.938e-07, eta: 1:15:11, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0436, s0.acc: 98.4445, s0.loss_bbox: 0.1976, s1.loss_cls: 0.0166, s1.acc: 98.8358, s1.loss_bbox: 0.1055, s2.loss_cls: 0.0083, s2.acc: 98.7799, s2.loss_bbox: 0.0507, loss: 0.4283
2022-03-24 10:56:40,213 - mmdet - INFO - Epoch [32][260/336]	lr: 1.938e-07, eta: 1:15:02, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0500, s0.acc: 98.2663, s0.loss_bbox: 0.2029, s1.loss_cls: 0.0188, s1.acc: 98.7334, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0087, s2.acc: 98.6954, s2.loss_bbox: 0.0494, loss: 0.4421
2022-03-24 10:56:47,885 - mmdet - INFO - Epoch [32][270/336]	lr: 1.938e-07, eta: 1:14:54, time: 0.781, data_time: 0.024, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0537, s0.acc: 98.1909, s0.loss_bbox: 0.2113, s1.loss_cls: 0.0197, s1.acc: 98.7154, s1.loss_bbox: 0.1090, s2.loss_cls: 0.0091, s2.acc: 98.6820, s2.loss_bbox: 0.0509, loss: 0.4615
2022-03-24 10:56:55,756 - mmdet - INFO - Epoch [32][280/336]	lr: 1.938e-07, eta: 1:14:45, time: 0.787, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0472, s0.acc: 98.3890, s0.loss_bbox: 0.1996, s1.loss_cls: 0.0166, s1.acc: 98.8595, s1.loss_bbox: 0.1054, s2.loss_cls: 0.0076, s2.acc: 98.9522, s2.loss_bbox: 0.0501, loss: 0.4327
2022-03-24 10:57:03,087 - mmdet - INFO - Epoch [32][290/336]	lr: 1.938e-07, eta: 1:14:37, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0536, s0.acc: 98.1601, s0.loss_bbox: 0.2108, s1.loss_cls: 0.0195, s1.acc: 98.7049, s1.loss_bbox: 0.1100, s2.loss_cls: 0.0096, s2.acc: 98.6443, s2.loss_bbox: 0.0514, loss: 0.4631
2022-03-24 10:57:10,609 - mmdet - INFO - Epoch [32][300/336]	lr: 1.938e-07, eta: 1:14:28, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0598, s0.acc: 97.9773, s0.loss_bbox: 0.2184, s1.loss_cls: 0.0235, s1.acc: 98.3862, s1.loss_bbox: 0.1133, s2.loss_cls: 0.0107, s2.acc: 98.4698, s2.loss_bbox: 0.0522, loss: 0.4858
2022-03-24 10:57:18,187 - mmdet - INFO - Epoch [32][310/336]	lr: 1.938e-07, eta: 1:14:19, time: 0.758, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0497, s0.acc: 98.2938, s0.loss_bbox: 0.2114, s1.loss_cls: 0.0185, s1.acc: 98.7538, s1.loss_bbox: 0.1092, s2.loss_cls: 0.0085, s2.acc: 98.7987, s2.loss_bbox: 0.0515, loss: 0.4561
2022-03-24 10:57:25,671 - mmdet - INFO - Epoch [32][320/336]	lr: 1.938e-07, eta: 1:14:11, time: 0.748, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0531, s0.acc: 98.2147, s0.loss_bbox: 0.2007, s1.loss_cls: 0.0208, s1.acc: 98.6150, s1.loss_bbox: 0.1013, s2.loss_cls: 0.0092, s2.acc: 98.6275, s2.loss_bbox: 0.0466, loss: 0.4391
2022-03-24 10:57:33,077 - mmdet - INFO - Epoch [32][330/336]	lr: 1.938e-07, eta: 1:14:02, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0514, s0.acc: 98.2620, s0.loss_bbox: 0.2041, s1.loss_cls: 0.0200, s1.acc: 98.6586, s1.loss_bbox: 0.1073, s2.loss_cls: 0.0096, s2.acc: 98.6190, s2.loss_bbox: 0.0504, loss: 0.4503
2022-03-24 10:57:38,920 - mmdet - INFO - Saving checkpoint at 32 epochs
2022-03-24 10:58:16,772 - mmdet - INFO - Evaluating bbox...
2022-03-24 10:58:17,055 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 10:58:17,055 - mmdet - INFO - Epoch(val) [32][336]	bbox_mAP: 0.1540, bbox_mAP_50: 0.2580, bbox_mAP_75: 0.1640, bbox_mAP_s: 0.1480, bbox_mAP_m: 0.1900, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.154 0.258 0.164 0.148 0.190 -1.000
2022-03-24 10:58:45,273 - mmdet - INFO - Epoch [33][10/336]	lr: 1.938e-07, eta: 1:13:56, time: 2.820, data_time: 1.970, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0464, s0.acc: 98.3820, s0.loss_bbox: 0.2012, s1.loss_cls: 0.0174, s1.acc: 98.7632, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0081, s2.acc: 98.7933, s2.loss_bbox: 0.0496, loss: 0.4342
2022-03-24 10:58:52,840 - mmdet - INFO - Epoch [33][20/336]	lr: 1.938e-07, eta: 1:13:48, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0491, s0.acc: 98.2977, s0.loss_bbox: 0.2031, s1.loss_cls: 0.0186, s1.acc: 98.7226, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0088, s2.acc: 98.7370, s2.loss_bbox: 0.0494, loss: 0.4417
2022-03-24 10:59:00,913 - mmdet - INFO - Epoch [33][30/336]	lr: 1.938e-07, eta: 1:13:39, time: 0.792, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0546, s0.acc: 98.1409, s0.loss_bbox: 0.2074, s1.loss_cls: 0.0205, s1.acc: 98.6212, s1.loss_bbox: 0.1072, s2.loss_cls: 0.0092, s2.acc: 98.7049, s2.loss_bbox: 0.0497, loss: 0.4561
2022-03-24 10:59:08,482 - mmdet - INFO - Epoch [33][40/336]	lr: 1.938e-07, eta: 1:13:31, time: 0.772, data_time: 0.026, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0494, s0.acc: 98.2712, s0.loss_bbox: 0.2052, s1.loss_cls: 0.0187, s1.acc: 98.7492, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0090, s2.acc: 98.7202, s2.loss_bbox: 0.0498, loss: 0.4454
2022-03-24 10:59:15,995 - mmdet - INFO - Epoch [33][50/336]	lr: 1.938e-07, eta: 1:13:22, time: 0.751, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0513, s0.acc: 98.2248, s0.loss_bbox: 0.2063, s1.loss_cls: 0.0192, s1.acc: 98.6771, s1.loss_bbox: 0.1094, s2.loss_cls: 0.0092, s2.acc: 98.6320, s2.loss_bbox: 0.0527, loss: 0.4556
2022-03-24 10:59:23,642 - mmdet - INFO - Epoch [33][60/336]	lr: 1.938e-07, eta: 1:13:14, time: 0.765, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0498, s0.acc: 98.2712, s0.loss_bbox: 0.2029, s1.loss_cls: 0.0181, s1.acc: 98.7540, s1.loss_bbox: 0.1039, s2.loss_cls: 0.0081, s2.acc: 98.8181, s2.loss_bbox: 0.0479, loss: 0.4382
2022-03-24 10:59:31,091 - mmdet - INFO - Epoch [33][70/336]	lr: 1.938e-07, eta: 1:13:05, time: 0.745, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0490, s0.acc: 98.2855, s0.loss_bbox: 0.1996, s1.loss_cls: 0.0179, s1.acc: 98.7859, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0085, s2.acc: 98.8005, s2.loss_bbox: 0.0497, loss: 0.4366
2022-03-24 10:59:38,424 - mmdet - INFO - Epoch [33][80/336]	lr: 1.938e-07, eta: 1:12:56, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0456, s0.acc: 98.4622, s0.loss_bbox: 0.1899, s1.loss_cls: 0.0167, s1.acc: 98.9191, s1.loss_bbox: 0.0987, s2.loss_cls: 0.0075, s2.acc: 98.9749, s2.loss_bbox: 0.0467, loss: 0.4119
2022-03-24 10:59:45,764 - mmdet - INFO - Epoch [33][90/336]	lr: 1.938e-07, eta: 1:12:47, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0472, s0.acc: 98.4549, s0.loss_bbox: 0.1897, s1.loss_cls: 0.0168, s1.acc: 98.9160, s1.loss_bbox: 0.0975, s2.loss_cls: 0.0077, s2.acc: 98.9492, s2.loss_bbox: 0.0463, loss: 0.4131
2022-03-24 10:59:53,114 - mmdet - INFO - Epoch [33][100/336]	lr: 1.938e-07, eta: 1:12:39, time: 0.737, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0459, s0.acc: 98.3948, s0.loss_bbox: 0.1956, s1.loss_cls: 0.0171, s1.acc: 98.8178, s1.loss_bbox: 0.1023, s2.loss_cls: 0.0081, s2.acc: 98.8096, s2.loss_bbox: 0.0480, loss: 0.4238
2022-03-24 11:00:00,432 - mmdet - INFO - Epoch [33][110/336]	lr: 1.938e-07, eta: 1:12:30, time: 0.732, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0025, s0.loss_cls: 0.0407, s0.acc: 98.5519, s0.loss_bbox: 0.1899, s1.loss_cls: 0.0152, s1.acc: 98.9211, s1.loss_bbox: 0.1001, s2.loss_cls: 0.0072, s2.acc: 98.9072, s2.loss_bbox: 0.0479, loss: 0.4071
2022-03-24 11:00:08,056 - mmdet - INFO - Epoch [33][120/336]	lr: 1.938e-07, eta: 1:12:21, time: 0.762, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0544, s0.acc: 98.1650, s0.loss_bbox: 0.2044, s1.loss_cls: 0.0209, s1.acc: 98.6180, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0095, s2.acc: 98.7352, s2.loss_bbox: 0.0488, loss: 0.4509
2022-03-24 11:00:16,022 - mmdet - INFO - Epoch [33][130/336]	lr: 1.938e-07, eta: 1:12:13, time: 0.795, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0502, s0.acc: 98.2663, s0.loss_bbox: 0.2030, s1.loss_cls: 0.0180, s1.acc: 98.7579, s1.loss_bbox: 0.1040, s2.loss_cls: 0.0083, s2.acc: 98.7851, s2.loss_bbox: 0.0481, loss: 0.4389
2022-03-24 11:00:23,554 - mmdet - INFO - Epoch [33][140/336]	lr: 1.938e-07, eta: 1:12:04, time: 0.754, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0512, s0.acc: 98.1808, s0.loss_bbox: 0.2067, s1.loss_cls: 0.0193, s1.acc: 98.6153, s1.loss_bbox: 0.1067, s2.loss_cls: 0.0092, s2.acc: 98.5844, s2.loss_bbox: 0.0497, loss: 0.4505
2022-03-24 11:00:31,032 - mmdet - INFO - Epoch [33][150/336]	lr: 1.938e-07, eta: 1:11:56, time: 0.748, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0509, s0.acc: 98.2886, s0.loss_bbox: 0.2033, s1.loss_cls: 0.0190, s1.acc: 98.7306, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0085, s2.acc: 98.7769, s2.loss_bbox: 0.0494, loss: 0.4443
2022-03-24 11:00:38,550 - mmdet - INFO - Epoch [33][160/336]	lr: 1.938e-07, eta: 1:11:47, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0503, s0.acc: 98.2678, s0.loss_bbox: 0.1995, s1.loss_cls: 0.0191, s1.acc: 98.7228, s1.loss_bbox: 0.1048, s2.loss_cls: 0.0086, s2.acc: 98.7184, s2.loss_bbox: 0.0494, loss: 0.4394
2022-03-24 11:00:45,860 - mmdet - INFO - Epoch [33][170/336]	lr: 1.938e-07, eta: 1:11:39, time: 0.731, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0514, s0.acc: 98.2230, s0.loss_bbox: 0.2027, s1.loss_cls: 0.0198, s1.acc: 98.6048, s1.loss_bbox: 0.1047, s2.loss_cls: 0.0090, s2.acc: 98.6865, s2.loss_bbox: 0.0485, loss: 0.4430
2022-03-24 11:00:53,162 - mmdet - INFO - Epoch [33][180/336]	lr: 1.938e-07, eta: 1:11:30, time: 0.730, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0519, s0.acc: 98.1906, s0.loss_bbox: 0.2153, s1.loss_cls: 0.0187, s1.acc: 98.7462, s1.loss_bbox: 0.1111, s2.loss_cls: 0.0091, s2.acc: 98.7036, s2.loss_bbox: 0.0517, loss: 0.4654
2022-03-24 11:01:00,501 - mmdet - INFO - Epoch [33][190/336]	lr: 1.938e-07, eta: 1:11:21, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0521, s0.acc: 98.2416, s0.loss_bbox: 0.2047, s1.loss_cls: 0.0199, s1.acc: 98.6584, s1.loss_bbox: 0.1040, s2.loss_cls: 0.0091, s2.acc: 98.7014, s2.loss_bbox: 0.0486, loss: 0.4467
2022-03-24 11:01:08,247 - mmdet - INFO - Epoch [33][200/336]	lr: 1.938e-07, eta: 1:11:13, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0472, s0.acc: 98.3539, s0.loss_bbox: 0.2086, s1.loss_cls: 0.0174, s1.acc: 98.7940, s1.loss_bbox: 0.1114, s2.loss_cls: 0.0087, s2.acc: 98.6983, s2.loss_bbox: 0.0531, loss: 0.4534
2022-03-24 11:01:17,332 - mmdet - INFO - Epoch [33][210/336]	lr: 1.938e-07, eta: 1:11:05, time: 0.908, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0564, s0.acc: 98.0859, s0.loss_bbox: 0.2093, s1.loss_cls: 0.0216, s1.acc: 98.5471, s1.loss_bbox: 0.1094, s2.loss_cls: 0.0103, s2.acc: 98.5392, s2.loss_bbox: 0.0507, loss: 0.4657
2022-03-24 11:01:26,475 - mmdet - INFO - Epoch [33][220/336]	lr: 1.938e-07, eta: 1:10:57, time: 0.914, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0515, s0.acc: 98.2346, s0.loss_bbox: 0.2093, s1.loss_cls: 0.0196, s1.acc: 98.6310, s1.loss_bbox: 0.1091, s2.loss_cls: 0.0092, s2.acc: 98.6832, s2.loss_bbox: 0.0506, loss: 0.4566
2022-03-24 11:01:35,743 - mmdet - INFO - Epoch [33][230/336]	lr: 1.938e-07, eta: 1:10:49, time: 0.927, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0527, s0.acc: 98.2678, s0.loss_bbox: 0.2051, s1.loss_cls: 0.0200, s1.acc: 98.6982, s1.loss_bbox: 0.1064, s2.loss_cls: 0.0091, s2.acc: 98.7209, s2.loss_bbox: 0.0498, loss: 0.4505
2022-03-24 11:01:44,176 - mmdet - INFO - Epoch [33][240/336]	lr: 1.938e-07, eta: 1:10:41, time: 0.842, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0466, s0.acc: 98.3755, s0.loss_bbox: 0.1933, s1.loss_cls: 0.0170, s1.acc: 98.8507, s1.loss_bbox: 0.1004, s2.loss_cls: 0.0082, s2.acc: 98.8281, s2.loss_bbox: 0.0479, loss: 0.4203
2022-03-24 11:01:51,679 - mmdet - INFO - Epoch [33][250/336]	lr: 1.938e-07, eta: 1:10:32, time: 0.750, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0433, s0.acc: 98.4683, s0.loss_bbox: 0.1884, s1.loss_cls: 0.0161, s1.acc: 98.8535, s1.loss_bbox: 0.0982, s2.loss_cls: 0.0074, s2.acc: 98.8777, s2.loss_bbox: 0.0468, loss: 0.4067
2022-03-24 11:01:59,206 - mmdet - INFO - Epoch [33][260/336]	lr: 1.938e-07, eta: 1:10:24, time: 0.753, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0024, s0.loss_cls: 0.0432, s0.acc: 98.5092, s0.loss_bbox: 0.1847, s1.loss_cls: 0.0167, s1.acc: 98.8774, s1.loss_bbox: 0.0960, s2.loss_cls: 0.0076, s2.acc: 98.8897, s2.loss_bbox: 0.0456, loss: 0.3999
2022-03-24 11:02:07,061 - mmdet - INFO - Epoch [33][270/336]	lr: 1.938e-07, eta: 1:10:15, time: 0.778, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0488, s0.acc: 98.2928, s0.loss_bbox: 0.1998, s1.loss_cls: 0.0182, s1.acc: 98.7175, s1.loss_bbox: 0.1029, s2.loss_cls: 0.0085, s2.acc: 98.7260, s2.loss_bbox: 0.0479, loss: 0.4333
2022-03-24 11:02:16,173 - mmdet - INFO - Epoch [33][280/336]	lr: 1.938e-07, eta: 1:10:07, time: 0.911, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0416, s0.acc: 98.5406, s0.loss_bbox: 0.1830, s1.loss_cls: 0.0153, s1.acc: 98.9256, s1.loss_bbox: 0.0954, s2.loss_cls: 0.0073, s2.acc: 98.9080, s2.loss_bbox: 0.0462, loss: 0.3952
2022-03-24 11:02:24,867 - mmdet - INFO - Epoch [33][290/336]	lr: 1.938e-07, eta: 1:09:59, time: 0.876, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0467, s0.acc: 98.3896, s0.loss_bbox: 0.1997, s1.loss_cls: 0.0168, s1.acc: 98.8322, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0080, s2.acc: 98.8943, s2.loss_bbox: 0.0492, loss: 0.4309
2022-03-24 11:02:32,204 - mmdet - INFO - Epoch [33][300/336]	lr: 1.938e-07, eta: 1:09:51, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0463, s0.acc: 98.3527, s0.loss_bbox: 0.2099, s1.loss_cls: 0.0171, s1.acc: 98.7722, s1.loss_bbox: 0.1109, s2.loss_cls: 0.0089, s2.acc: 98.6188, s2.loss_bbox: 0.0526, loss: 0.4525
2022-03-24 11:02:39,548 - mmdet - INFO - Epoch [33][310/336]	lr: 1.938e-07, eta: 1:09:42, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0500, s0.acc: 98.3136, s0.loss_bbox: 0.2005, s1.loss_cls: 0.0182, s1.acc: 98.8069, s1.loss_bbox: 0.1043, s2.loss_cls: 0.0083, s2.acc: 98.8690, s2.loss_bbox: 0.0490, loss: 0.4389
2022-03-24 11:02:47,930 - mmdet - INFO - Epoch [33][320/336]	lr: 1.938e-07, eta: 1:09:34, time: 0.833, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0461, s0.acc: 98.3945, s0.loss_bbox: 0.1962, s1.loss_cls: 0.0163, s1.acc: 98.8928, s1.loss_bbox: 0.1021, s2.loss_cls: 0.0075, s2.acc: 98.9231, s2.loss_bbox: 0.0488, loss: 0.4242
2022-03-24 11:02:57,360 - mmdet - INFO - Epoch [33][330/336]	lr: 1.938e-07, eta: 1:09:26, time: 0.943, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0489, s0.acc: 98.3374, s0.loss_bbox: 0.1967, s1.loss_cls: 0.0181, s1.acc: 98.7292, s1.loss_bbox: 0.1017, s2.loss_cls: 0.0084, s2.acc: 98.7494, s2.loss_bbox: 0.0471, loss: 0.4282
2022-03-24 11:03:23,878 - mmdet - INFO - Evaluating bbox...
2022-03-24 11:03:24,338 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:03:24,338 - mmdet - INFO - Epoch(val) [33][336]	bbox_mAP: 0.1740, bbox_mAP_50: 0.2860, bbox_mAP_75: 0.1890, bbox_mAP_s: 0.1610, bbox_mAP_m: 0.2220, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.174 0.286 0.189 0.161 0.222 -1.000
2022-03-24 11:03:50,846 - mmdet - INFO - Epoch [34][10/336]	lr: 1.938e-07, eta: 1:09:19, time: 2.649, data_time: 1.861, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0460, s0.acc: 98.3752, s0.loss_bbox: 0.1923, s1.loss_cls: 0.0171, s1.acc: 98.8210, s1.loss_bbox: 0.0992, s2.loss_cls: 0.0084, s2.acc: 98.7882, s2.loss_bbox: 0.0468, loss: 0.4163
2022-03-24 11:03:58,392 - mmdet - INFO - Epoch [34][20/336]	lr: 1.938e-07, eta: 1:09:10, time: 0.755, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0491, s0.acc: 98.3646, s0.loss_bbox: 0.1958, s1.loss_cls: 0.0179, s1.acc: 98.8042, s1.loss_bbox: 0.1003, s2.loss_cls: 0.0083, s2.acc: 98.8759, s2.loss_bbox: 0.0469, loss: 0.4260
2022-03-24 11:04:05,909 - mmdet - INFO - Epoch [34][30/336]	lr: 1.938e-07, eta: 1:09:02, time: 0.751, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0483, s0.acc: 98.3051, s0.loss_bbox: 0.1975, s1.loss_cls: 0.0181, s1.acc: 98.7468, s1.loss_bbox: 0.1026, s2.loss_cls: 0.0083, s2.acc: 98.7546, s2.loss_bbox: 0.0479, loss: 0.4299
2022-03-24 11:04:13,222 - mmdet - INFO - Epoch [34][40/336]	lr: 1.938e-07, eta: 1:08:53, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0526, s0.acc: 98.1348, s0.loss_bbox: 0.2083, s1.loss_cls: 0.0204, s1.acc: 98.5396, s1.loss_bbox: 0.1075, s2.loss_cls: 0.0094, s2.acc: 98.5817, s2.loss_bbox: 0.0487, loss: 0.4553
2022-03-24 11:04:20,529 - mmdet - INFO - Epoch [34][50/336]	lr: 1.938e-07, eta: 1:08:44, time: 0.731, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0513, s0.acc: 98.2486, s0.loss_bbox: 0.2057, s1.loss_cls: 0.0192, s1.acc: 98.6946, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0091, s2.acc: 98.7160, s2.loss_bbox: 0.0490, loss: 0.4469
2022-03-24 11:04:27,884 - mmdet - INFO - Epoch [34][60/336]	lr: 1.938e-07, eta: 1:08:36, time: 0.735, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0472, s0.acc: 98.3133, s0.loss_bbox: 0.1916, s1.loss_cls: 0.0171, s1.acc: 98.8084, s1.loss_bbox: 0.1013, s2.loss_cls: 0.0088, s2.acc: 98.6618, s2.loss_bbox: 0.0477, loss: 0.4201
2022-03-24 11:04:35,219 - mmdet - INFO - Epoch [34][70/336]	lr: 1.938e-07, eta: 1:08:27, time: 0.734, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0558, s0.acc: 98.1668, s0.loss_bbox: 0.2125, s1.loss_cls: 0.0204, s1.acc: 98.6972, s1.loss_bbox: 0.1082, s2.loss_cls: 0.0088, s2.acc: 98.7692, s2.loss_bbox: 0.0508, loss: 0.4648
2022-03-24 11:04:42,972 - mmdet - INFO - Epoch [34][80/336]	lr: 1.938e-07, eta: 1:08:18, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0504, s0.acc: 98.2742, s0.loss_bbox: 0.1988, s1.loss_cls: 0.0192, s1.acc: 98.7086, s1.loss_bbox: 0.1024, s2.loss_cls: 0.0086, s2.acc: 98.7667, s2.loss_bbox: 0.0473, loss: 0.4336
2022-03-24 11:04:50,661 - mmdet - INFO - Epoch [34][90/336]	lr: 1.938e-07, eta: 1:08:10, time: 0.769, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0562, s0.acc: 98.0637, s0.loss_bbox: 0.2156, s1.loss_cls: 0.0213, s1.acc: 98.5019, s1.loss_bbox: 0.1093, s2.loss_cls: 0.0099, s2.acc: 98.6795, s2.loss_bbox: 0.0504, loss: 0.4707
2022-03-24 11:04:58,334 - mmdet - INFO - Epoch [34][100/336]	lr: 1.938e-07, eta: 1:08:01, time: 0.767, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0509, s0.acc: 98.1577, s0.loss_bbox: 0.2049, s1.loss_cls: 0.0191, s1.acc: 98.7008, s1.loss_bbox: 0.1095, s2.loss_cls: 0.0092, s2.acc: 98.7151, s2.loss_bbox: 0.0518, loss: 0.4515
2022-03-24 11:05:05,910 - mmdet - INFO - Epoch [34][110/336]	lr: 1.938e-07, eta: 1:07:53, time: 0.756, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0460, s0.acc: 98.3893, s0.loss_bbox: 0.1997, s1.loss_cls: 0.0168, s1.acc: 98.7856, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0081, s2.acc: 98.8046, s2.loss_bbox: 0.0500, loss: 0.4327
2022-03-24 11:05:13,470 - mmdet - INFO - Epoch [34][120/336]	lr: 1.938e-07, eta: 1:07:44, time: 0.757, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0495, s0.acc: 98.3032, s0.loss_bbox: 0.2043, s1.loss_cls: 0.0187, s1.acc: 98.7563, s1.loss_bbox: 0.1089, s2.loss_cls: 0.0091, s2.acc: 98.7049, s2.loss_bbox: 0.0509, loss: 0.4487
2022-03-24 11:05:20,824 - mmdet - INFO - Epoch [34][130/336]	lr: 1.938e-07, eta: 1:07:36, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0449, s0.acc: 98.4277, s0.loss_bbox: 0.1939, s1.loss_cls: 0.0161, s1.acc: 98.8663, s1.loss_bbox: 0.1022, s2.loss_cls: 0.0078, s2.acc: 98.8323, s2.loss_bbox: 0.0492, loss: 0.4209
2022-03-24 11:05:28,166 - mmdet - INFO - Epoch [34][140/336]	lr: 1.938e-07, eta: 1:07:27, time: 0.734, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0512, s0.acc: 98.2440, s0.loss_bbox: 0.2061, s1.loss_cls: 0.0189, s1.acc: 98.7014, s1.loss_bbox: 0.1075, s2.loss_cls: 0.0090, s2.acc: 98.7291, s2.loss_bbox: 0.0507, loss: 0.4510
2022-03-24 11:05:35,502 - mmdet - INFO - Epoch [34][150/336]	lr: 1.938e-07, eta: 1:07:18, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0459, s0.acc: 98.3792, s0.loss_bbox: 0.2019, s1.loss_cls: 0.0167, s1.acc: 98.8352, s1.loss_bbox: 0.1068, s2.loss_cls: 0.0080, s2.acc: 98.8771, s2.loss_bbox: 0.0504, loss: 0.4365
2022-03-24 11:05:42,827 - mmdet - INFO - Epoch [34][160/336]	lr: 1.938e-07, eta: 1:07:10, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0445, s0.acc: 98.4143, s0.loss_bbox: 0.1935, s1.loss_cls: 0.0164, s1.acc: 98.8253, s1.loss_bbox: 0.1023, s2.loss_cls: 0.0081, s2.acc: 98.7709, s2.loss_bbox: 0.0487, loss: 0.4198
2022-03-24 11:05:50,185 - mmdet - INFO - Epoch [34][170/336]	lr: 1.938e-07, eta: 1:07:01, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0476, s0.acc: 98.3737, s0.loss_bbox: 0.2030, s1.loss_cls: 0.0167, s1.acc: 98.8424, s1.loss_bbox: 0.1071, s2.loss_cls: 0.0081, s2.acc: 98.7973, s2.loss_bbox: 0.0505, loss: 0.4402
2022-03-24 11:05:57,899 - mmdet - INFO - Epoch [34][180/336]	lr: 1.938e-07, eta: 1:06:52, time: 0.754, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0031, loss_rpn_bbox: 0.0025, s0.loss_cls: 0.0415, s0.acc: 98.5068, s0.loss_bbox: 0.1920, s1.loss_cls: 0.0140, s1.acc: 98.9927, s1.loss_bbox: 0.1023, s2.loss_cls: 0.0067, s2.acc: 98.9906, s2.loss_bbox: 0.0495, loss: 0.4116
2022-03-24 11:06:05,714 - mmdet - INFO - Epoch [34][190/336]	lr: 1.938e-07, eta: 1:06:44, time: 0.799, data_time: 0.028, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0473, s0.acc: 98.3105, s0.loss_bbox: 0.2030, s1.loss_cls: 0.0177, s1.acc: 98.7426, s1.loss_bbox: 0.1075, s2.loss_cls: 0.0088, s2.acc: 98.6872, s2.loss_bbox: 0.0510, loss: 0.4423
2022-03-24 11:06:13,251 - mmdet - INFO - Epoch [34][200/336]	lr: 1.938e-07, eta: 1:06:35, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0500, s0.acc: 98.3099, s0.loss_bbox: 0.2111, s1.loss_cls: 0.0173, s1.acc: 98.8788, s1.loss_bbox: 0.1092, s2.loss_cls: 0.0082, s2.acc: 98.7862, s2.loss_bbox: 0.0519, loss: 0.4549
2022-03-24 11:06:20,717 - mmdet - INFO - Epoch [34][210/336]	lr: 1.938e-07, eta: 1:06:27, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0422, s0.acc: 98.5403, s0.loss_bbox: 0.1928, s1.loss_cls: 0.0147, s1.acc: 98.9994, s1.loss_bbox: 0.1011, s2.loss_cls: 0.0070, s2.acc: 99.0480, s2.loss_bbox: 0.0492, loss: 0.4134
2022-03-24 11:06:28,244 - mmdet - INFO - Epoch [34][220/336]	lr: 1.938e-07, eta: 1:06:18, time: 0.752, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0485, s0.acc: 98.2938, s0.loss_bbox: 0.2028, s1.loss_cls: 0.0179, s1.acc: 98.7728, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0085, s2.acc: 98.7913, s2.loss_bbox: 0.0496, loss: 0.4398
2022-03-24 11:06:35,626 - mmdet - INFO - Epoch [34][230/336]	lr: 1.938e-07, eta: 1:06:10, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0501, s0.acc: 98.2816, s0.loss_bbox: 0.2076, s1.loss_cls: 0.0183, s1.acc: 98.7235, s1.loss_bbox: 0.1075, s2.loss_cls: 0.0086, s2.acc: 98.7141, s2.loss_bbox: 0.0513, loss: 0.4509
2022-03-24 11:06:43,024 - mmdet - INFO - Epoch [34][240/336]	lr: 1.938e-07, eta: 1:06:01, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0489, s0.acc: 98.3228, s0.loss_bbox: 0.1998, s1.loss_cls: 0.0176, s1.acc: 98.8112, s1.loss_bbox: 0.1044, s2.loss_cls: 0.0082, s2.acc: 98.8385, s2.loss_bbox: 0.0495, loss: 0.4358
2022-03-24 11:06:50,353 - mmdet - INFO - Epoch [34][250/336]	lr: 1.938e-07, eta: 1:05:52, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0532, s0.acc: 98.1558, s0.loss_bbox: 0.2132, s1.loss_cls: 0.0190, s1.acc: 98.6780, s1.loss_bbox: 0.1099, s2.loss_cls: 0.0090, s2.acc: 98.6991, s2.loss_bbox: 0.0516, loss: 0.4636
2022-03-24 11:06:57,826 - mmdet - INFO - Epoch [34][260/336]	lr: 1.938e-07, eta: 1:05:44, time: 0.747, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0481, s0.acc: 98.2742, s0.loss_bbox: 0.2003, s1.loss_cls: 0.0172, s1.acc: 98.7791, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0080, s2.acc: 98.7676, s2.loss_bbox: 0.0478, loss: 0.4320
2022-03-24 11:07:05,167 - mmdet - INFO - Epoch [34][270/336]	lr: 1.938e-07, eta: 1:05:35, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0502, s0.acc: 98.2693, s0.loss_bbox: 0.2052, s1.loss_cls: 0.0185, s1.acc: 98.7418, s1.loss_bbox: 0.1059, s2.loss_cls: 0.0089, s2.acc: 98.7413, s2.loss_bbox: 0.0496, loss: 0.4460
2022-03-24 11:07:12,973 - mmdet - INFO - Epoch [34][280/336]	lr: 1.938e-07, eta: 1:05:27, time: 0.781, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0490, s0.acc: 98.3395, s0.loss_bbox: 0.2062, s1.loss_cls: 0.0179, s1.acc: 98.7961, s1.loss_bbox: 0.1084, s2.loss_cls: 0.0082, s2.acc: 98.8222, s2.loss_bbox: 0.0517, loss: 0.4487
2022-03-24 11:07:20,625 - mmdet - INFO - Epoch [34][290/336]	lr: 1.938e-07, eta: 1:05:18, time: 0.765, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0056, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0503, s0.acc: 98.2745, s0.loss_bbox: 0.2061, s1.loss_cls: 0.0178, s1.acc: 98.7937, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0086, s2.acc: 98.7847, s2.loss_bbox: 0.0495, loss: 0.4461
2022-03-24 11:07:28,398 - mmdet - INFO - Epoch [34][300/336]	lr: 1.938e-07, eta: 1:05:10, time: 0.777, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0478, s0.acc: 98.3246, s0.loss_bbox: 0.2029, s1.loss_cls: 0.0183, s1.acc: 98.7591, s1.loss_bbox: 0.1056, s2.loss_cls: 0.0090, s2.acc: 98.6627, s2.loss_bbox: 0.0496, loss: 0.4402
2022-03-24 11:07:35,979 - mmdet - INFO - Epoch [34][310/336]	lr: 1.938e-07, eta: 1:05:01, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0486, s0.acc: 98.2568, s0.loss_bbox: 0.2020, s1.loss_cls: 0.0181, s1.acc: 98.7562, s1.loss_bbox: 0.1070, s2.loss_cls: 0.0087, s2.acc: 98.7467, s2.loss_bbox: 0.0506, loss: 0.4423
2022-03-24 11:07:43,333 - mmdet - INFO - Epoch [34][320/336]	lr: 1.938e-07, eta: 1:04:53, time: 0.757, data_time: 0.031, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0452, s0.acc: 98.4399, s0.loss_bbox: 0.1959, s1.loss_cls: 0.0165, s1.acc: 98.9223, s1.loss_bbox: 0.1025, s2.loss_cls: 0.0077, s2.acc: 98.8970, s2.loss_bbox: 0.0481, loss: 0.4226
2022-03-24 11:07:50,715 - mmdet - INFO - Epoch [34][330/336]	lr: 1.938e-07, eta: 1:04:44, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0499, s0.acc: 98.2922, s0.loss_bbox: 0.2057, s1.loss_cls: 0.0182, s1.acc: 98.7836, s1.loss_bbox: 0.1068, s2.loss_cls: 0.0086, s2.acc: 98.7568, s2.loss_bbox: 0.0500, loss: 0.4471
2022-03-24 11:08:17,750 - mmdet - INFO - Evaluating bbox...
2022-03-24 11:08:18,049 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:08:18,049 - mmdet - INFO - Epoch(val) [34][336]	bbox_mAP: 0.1280, bbox_mAP_50: 0.2100, bbox_mAP_75: 0.1420, bbox_mAP_s: 0.1120, bbox_mAP_m: 0.1830, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.128 0.210 0.142 0.112 0.183 -1.000
2022-03-24 11:08:44,550 - mmdet - INFO - Epoch [35][10/336]	lr: 1.938e-08, eta: 1:04:36, time: 2.649, data_time: 1.881, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0510, s0.acc: 98.2291, s0.loss_bbox: 0.2063, s1.loss_cls: 0.0197, s1.acc: 98.6261, s1.loss_bbox: 0.1068, s2.loss_cls: 0.0089, s2.acc: 98.6984, s2.loss_bbox: 0.0499, loss: 0.4503
2022-03-24 11:08:52,091 - mmdet - INFO - Epoch [35][20/336]	lr: 1.938e-08, eta: 1:04:28, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0486, s0.acc: 98.2947, s0.loss_bbox: 0.1986, s1.loss_cls: 0.0175, s1.acc: 98.7821, s1.loss_bbox: 0.1011, s2.loss_cls: 0.0080, s2.acc: 98.8120, s2.loss_bbox: 0.0480, loss: 0.4292
2022-03-24 11:08:59,434 - mmdet - INFO - Epoch [35][30/336]	lr: 1.938e-08, eta: 1:04:19, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0558, s0.acc: 98.1317, s0.loss_bbox: 0.2073, s1.loss_cls: 0.0216, s1.acc: 98.5544, s1.loss_bbox: 0.1071, s2.loss_cls: 0.0097, s2.acc: 98.6651, s2.loss_bbox: 0.0492, loss: 0.4583
2022-03-24 11:09:07,439 - mmdet - INFO - Epoch [35][40/336]	lr: 1.938e-08, eta: 1:04:11, time: 0.801, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0459, s0.acc: 98.3728, s0.loss_bbox: 0.1938, s1.loss_cls: 0.0172, s1.acc: 98.8165, s1.loss_bbox: 0.1021, s2.loss_cls: 0.0086, s2.acc: 98.7241, s2.loss_bbox: 0.0479, loss: 0.4221
2022-03-24 11:09:15,325 - mmdet - INFO - Epoch [35][50/336]	lr: 1.938e-08, eta: 1:04:02, time: 0.787, data_time: 0.008, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0483, s0.acc: 98.3221, s0.loss_bbox: 0.2002, s1.loss_cls: 0.0180, s1.acc: 98.7562, s1.loss_bbox: 0.1040, s2.loss_cls: 0.0083, s2.acc: 98.8103, s2.loss_bbox: 0.0490, loss: 0.4350
2022-03-24 11:09:22,865 - mmdet - INFO - Epoch [35][60/336]	lr: 1.938e-08, eta: 1:03:54, time: 0.755, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0526, s0.acc: 98.2602, s0.loss_bbox: 0.2023, s1.loss_cls: 0.0203, s1.acc: 98.6910, s1.loss_bbox: 0.1031, s2.loss_cls: 0.0086, s2.acc: 98.8400, s2.loss_bbox: 0.0483, loss: 0.4428
2022-03-24 11:09:30,224 - mmdet - INFO - Epoch [35][70/336]	lr: 1.938e-08, eta: 1:03:45, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0502, s0.acc: 98.2730, s0.loss_bbox: 0.2002, s1.loss_cls: 0.0182, s1.acc: 98.8104, s1.loss_bbox: 0.1028, s2.loss_cls: 0.0086, s2.acc: 98.7939, s2.loss_bbox: 0.0487, loss: 0.4367
2022-03-24 11:09:37,902 - mmdet - INFO - Epoch [35][80/336]	lr: 1.938e-08, eta: 1:03:37, time: 0.768, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0442, s0.acc: 98.4503, s0.loss_bbox: 0.1961, s1.loss_cls: 0.0159, s1.acc: 98.8871, s1.loss_bbox: 0.1043, s2.loss_cls: 0.0079, s2.acc: 98.8449, s2.loss_bbox: 0.0494, loss: 0.4241
2022-03-24 11:09:45,223 - mmdet - INFO - Epoch [35][90/336]	lr: 1.938e-08, eta: 1:03:28, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0511, s0.acc: 98.2397, s0.loss_bbox: 0.2060, s1.loss_cls: 0.0187, s1.acc: 98.6969, s1.loss_bbox: 0.1070, s2.loss_cls: 0.0088, s2.acc: 98.7213, s2.loss_bbox: 0.0498, loss: 0.4493
2022-03-24 11:09:52,639 - mmdet - INFO - Epoch [35][100/336]	lr: 1.938e-08, eta: 1:03:19, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0508, s0.acc: 98.2907, s0.loss_bbox: 0.2030, s1.loss_cls: 0.0185, s1.acc: 98.7628, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0082, s2.acc: 98.8266, s2.loss_bbox: 0.0482, loss: 0.4396
2022-03-24 11:09:59,989 - mmdet - INFO - Epoch [35][110/336]	lr: 1.938e-08, eta: 1:03:11, time: 0.740, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0544, s0.acc: 98.2056, s0.loss_bbox: 0.2059, s1.loss_cls: 0.0203, s1.acc: 98.6993, s1.loss_bbox: 0.1041, s2.loss_cls: 0.0089, s2.acc: 98.7559, s2.loss_bbox: 0.0479, loss: 0.4492
2022-03-24 11:10:07,348 - mmdet - INFO - Epoch [35][120/336]	lr: 1.938e-08, eta: 1:03:02, time: 0.738, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0447, s0.acc: 98.5034, s0.loss_bbox: 0.1861, s1.loss_cls: 0.0162, s1.acc: 98.9066, s1.loss_bbox: 0.0974, s2.loss_cls: 0.0071, s2.acc: 99.0114, s2.loss_bbox: 0.0465, loss: 0.4055
2022-03-24 11:10:14,988 - mmdet - INFO - Epoch [35][130/336]	lr: 1.938e-08, eta: 1:02:54, time: 0.764, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0553, s0.acc: 98.1052, s0.loss_bbox: 0.2135, s1.loss_cls: 0.0205, s1.acc: 98.6425, s1.loss_bbox: 0.1097, s2.loss_cls: 0.0095, s2.acc: 98.6939, s2.loss_bbox: 0.0502, loss: 0.4672
2022-03-24 11:10:22,983 - mmdet - INFO - Epoch [35][140/336]	lr: 1.938e-08, eta: 1:02:45, time: 0.799, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0493, s0.acc: 98.2510, s0.loss_bbox: 0.2009, s1.loss_cls: 0.0187, s1.acc: 98.6926, s1.loss_bbox: 0.1033, s2.loss_cls: 0.0089, s2.acc: 98.6760, s2.loss_bbox: 0.0490, loss: 0.4364
2022-03-24 11:10:30,788 - mmdet - INFO - Epoch [35][150/336]	lr: 1.938e-08, eta: 1:02:37, time: 0.781, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0030, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0431, s0.acc: 98.4335, s0.loss_bbox: 0.1965, s1.loss_cls: 0.0155, s1.acc: 98.9353, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0077, s2.acc: 98.8657, s2.loss_bbox: 0.0502, loss: 0.4228
2022-03-24 11:10:38,359 - mmdet - INFO - Epoch [35][160/336]	lr: 1.938e-08, eta: 1:02:28, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0432, s0.acc: 98.5034, s0.loss_bbox: 0.1970, s1.loss_cls: 0.0155, s1.acc: 98.9040, s1.loss_bbox: 0.1034, s2.loss_cls: 0.0076, s2.acc: 98.9084, s2.loss_bbox: 0.0494, loss: 0.4230
2022-03-24 11:10:45,707 - mmdet - INFO - Epoch [35][170/336]	lr: 1.938e-08, eta: 1:02:20, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0478, s0.acc: 98.4058, s0.loss_bbox: 0.1944, s1.loss_cls: 0.0176, s1.acc: 98.8596, s1.loss_bbox: 0.1012, s2.loss_cls: 0.0082, s2.acc: 98.8717, s2.loss_bbox: 0.0481, loss: 0.4243
2022-03-24 11:10:53,253 - mmdet - INFO - Epoch [35][180/336]	lr: 1.938e-08, eta: 1:02:11, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0476, s0.acc: 98.3789, s0.loss_bbox: 0.1980, s1.loss_cls: 0.0171, s1.acc: 98.8469, s1.loss_bbox: 0.1028, s2.loss_cls: 0.0079, s2.acc: 98.7974, s2.loss_bbox: 0.0484, loss: 0.4290
2022-03-24 11:11:02,146 - mmdet - INFO - Epoch [35][190/336]	lr: 1.938e-08, eta: 1:02:03, time: 0.883, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0450, s0.acc: 98.3740, s0.loss_bbox: 0.1964, s1.loss_cls: 0.0163, s1.acc: 98.8629, s1.loss_bbox: 0.1043, s2.loss_cls: 0.0081, s2.acc: 98.7715, s2.loss_bbox: 0.0490, loss: 0.4256
2022-03-24 11:11:11,035 - mmdet - INFO - Epoch [35][200/336]	lr: 1.938e-08, eta: 1:01:55, time: 0.889, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0462, s0.acc: 98.3972, s0.loss_bbox: 0.1968, s1.loss_cls: 0.0176, s1.acc: 98.8016, s1.loss_bbox: 0.1017, s2.loss_cls: 0.0082, s2.acc: 98.8291, s2.loss_bbox: 0.0480, loss: 0.4254
2022-03-24 11:11:18,616 - mmdet - INFO - Epoch [35][210/336]	lr: 1.938e-08, eta: 1:01:47, time: 0.764, data_time: 0.015, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0466, s0.acc: 98.3292, s0.loss_bbox: 0.2019, s1.loss_cls: 0.0168, s1.acc: 98.8664, s1.loss_bbox: 0.1055, s2.loss_cls: 0.0079, s2.acc: 98.8732, s2.loss_bbox: 0.0500, loss: 0.4359
2022-03-24 11:11:25,964 - mmdet - INFO - Epoch [35][220/336]	lr: 1.938e-08, eta: 1:01:38, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0494, s0.acc: 98.3093, s0.loss_bbox: 0.2038, s1.loss_cls: 0.0179, s1.acc: 98.7626, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0083, s2.acc: 98.7604, s2.loss_bbox: 0.0497, loss: 0.4414
2022-03-24 11:11:33,317 - mmdet - INFO - Epoch [35][230/336]	lr: 1.938e-08, eta: 1:01:30, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0429, s0.acc: 98.4863, s0.loss_bbox: 0.1896, s1.loss_cls: 0.0160, s1.acc: 98.8773, s1.loss_bbox: 0.1002, s2.loss_cls: 0.0075, s2.acc: 98.9426, s2.loss_bbox: 0.0475, loss: 0.4101
2022-03-24 11:11:41,205 - mmdet - INFO - Epoch [35][240/336]	lr: 1.938e-08, eta: 1:01:21, time: 0.788, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0513, s0.acc: 98.2211, s0.loss_bbox: 0.2108, s1.loss_cls: 0.0199, s1.acc: 98.6521, s1.loss_bbox: 0.1103, s2.loss_cls: 0.0091, s2.acc: 98.6615, s2.loss_bbox: 0.0519, loss: 0.4608
2022-03-24 11:11:49,030 - mmdet - INFO - Epoch [35][250/336]	lr: 1.938e-08, eta: 1:01:13, time: 0.782, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0501, s0.acc: 98.3163, s0.loss_bbox: 0.2029, s1.loss_cls: 0.0187, s1.acc: 98.8289, s1.loss_bbox: 0.1051, s2.loss_cls: 0.0086, s2.acc: 98.8470, s2.loss_bbox: 0.0492, loss: 0.4415
2022-03-24 11:11:56,762 - mmdet - INFO - Epoch [35][260/336]	lr: 1.938e-08, eta: 1:01:04, time: 0.773, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0461, s0.acc: 98.3765, s0.loss_bbox: 0.1966, s1.loss_cls: 0.0169, s1.acc: 98.8654, s1.loss_bbox: 0.1033, s2.loss_cls: 0.0078, s2.acc: 98.8829, s2.loss_bbox: 0.0489, loss: 0.4261
2022-03-24 11:12:04,494 - mmdet - INFO - Epoch [35][270/336]	lr: 1.938e-08, eta: 1:00:56, time: 0.774, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0439, s0.acc: 98.3887, s0.loss_bbox: 0.1981, s1.loss_cls: 0.0159, s1.acc: 98.8387, s1.loss_bbox: 0.1051, s2.loss_cls: 0.0077, s2.acc: 98.8274, s2.loss_bbox: 0.0507, loss: 0.4280
2022-03-24 11:12:11,924 - mmdet - INFO - Epoch [35][280/336]	lr: 1.938e-08, eta: 1:00:47, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0486, s0.acc: 98.2846, s0.loss_bbox: 0.2010, s1.loss_cls: 0.0182, s1.acc: 98.6955, s1.loss_bbox: 0.1050, s2.loss_cls: 0.0091, s2.acc: 98.6679, s2.loss_bbox: 0.0497, loss: 0.4393
2022-03-24 11:12:19,396 - mmdet - INFO - Epoch [35][290/336]	lr: 1.938e-08, eta: 1:00:39, time: 0.754, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0460, s0.acc: 98.3884, s0.loss_bbox: 0.1906, s1.loss_cls: 0.0173, s1.acc: 98.7943, s1.loss_bbox: 0.0990, s2.loss_cls: 0.0080, s2.acc: 98.7923, s2.loss_bbox: 0.0466, loss: 0.4139
2022-03-24 11:12:27,486 - mmdet - INFO - Epoch [35][300/336]	lr: 1.938e-08, eta: 1:00:31, time: 0.809, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0509, s0.acc: 98.1876, s0.loss_bbox: 0.2076, s1.loss_cls: 0.0196, s1.acc: 98.6396, s1.loss_bbox: 0.1083, s2.loss_cls: 0.0089, s2.acc: 98.7184, s2.loss_bbox: 0.0509, loss: 0.4539
2022-03-24 11:12:35,145 - mmdet - INFO - Epoch [35][310/336]	lr: 1.938e-08, eta: 1:00:22, time: 0.766, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0463, s0.acc: 98.4271, s0.loss_bbox: 0.1993, s1.loss_cls: 0.0168, s1.acc: 98.8579, s1.loss_bbox: 0.1044, s2.loss_cls: 0.0080, s2.acc: 98.8096, s2.loss_bbox: 0.0496, loss: 0.4313
2022-03-24 11:12:42,498 - mmdet - INFO - Epoch [35][320/336]	lr: 1.938e-08, eta: 1:00:14, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0513, s0.acc: 98.2513, s0.loss_bbox: 0.2021, s1.loss_cls: 0.0194, s1.acc: 98.6977, s1.loss_bbox: 0.1040, s2.loss_cls: 0.0088, s2.acc: 98.7173, s2.loss_bbox: 0.0483, loss: 0.4415
2022-03-24 11:12:49,839 - mmdet - INFO - Epoch [35][330/336]	lr: 1.938e-08, eta: 1:00:05, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0033, s0.loss_cls: 0.0564, s0.acc: 98.0801, s0.loss_bbox: 0.2178, s1.loss_cls: 0.0210, s1.acc: 98.5663, s1.loss_bbox: 0.1126, s2.loss_cls: 0.0097, s2.acc: 98.6152, s2.loss_bbox: 0.0513, loss: 0.4776
2022-03-24 11:13:16,831 - mmdet - INFO - Evaluating bbox...
2022-03-24 11:13:17,103 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:13:17,103 - mmdet - INFO - Epoch(val) [35][336]	bbox_mAP: 0.1260, bbox_mAP_50: 0.2060, bbox_mAP_75: 0.1330, bbox_mAP_s: 0.1120, bbox_mAP_m: 0.1900, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.126 0.206 0.133 0.112 0.190 -1.000
2022-03-24 11:13:44,425 - mmdet - INFO - Epoch [36][10/336]	lr: 1.938e-08, eta: 0:59:57, time: 2.731, data_time: 1.950, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0443, s0.acc: 98.4903, s0.loss_bbox: 0.1916, s1.loss_cls: 0.0168, s1.acc: 98.9130, s1.loss_bbox: 0.1014, s2.loss_cls: 0.0083, s2.acc: 98.8544, s2.loss_bbox: 0.0482, loss: 0.4170
2022-03-24 11:13:52,174 - mmdet - INFO - Epoch [36][20/336]	lr: 1.938e-08, eta: 0:59:49, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0033, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0439, s0.acc: 98.4409, s0.loss_bbox: 0.1945, s1.loss_cls: 0.0166, s1.acc: 98.8723, s1.loss_bbox: 0.1028, s2.loss_cls: 0.0078, s2.acc: 98.8613, s2.loss_bbox: 0.0490, loss: 0.4205
2022-03-24 11:13:59,795 - mmdet - INFO - Epoch [36][30/336]	lr: 1.938e-08, eta: 0:59:40, time: 0.762, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0484, s0.acc: 98.3527, s0.loss_bbox: 0.1974, s1.loss_cls: 0.0187, s1.acc: 98.7440, s1.loss_bbox: 0.1030, s2.loss_cls: 0.0086, s2.acc: 98.7730, s2.loss_bbox: 0.0487, loss: 0.4322
2022-03-24 11:14:07,508 - mmdet - INFO - Epoch [36][40/336]	lr: 1.938e-08, eta: 0:59:32, time: 0.772, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0053, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0520, s0.acc: 98.2825, s0.loss_bbox: 0.2027, s1.loss_cls: 0.0193, s1.acc: 98.7321, s1.loss_bbox: 0.1043, s2.loss_cls: 0.0089, s2.acc: 98.7997, s2.loss_bbox: 0.0486, loss: 0.4439
2022-03-24 11:14:14,870 - mmdet - INFO - Epoch [36][50/336]	lr: 1.938e-08, eta: 0:59:23, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0444, s0.acc: 98.4207, s0.loss_bbox: 0.1927, s1.loss_cls: 0.0163, s1.acc: 98.8319, s1.loss_bbox: 0.1012, s2.loss_cls: 0.0075, s2.acc: 98.8849, s2.loss_bbox: 0.0482, loss: 0.4171
2022-03-24 11:14:22,472 - mmdet - INFO - Epoch [36][60/336]	lr: 1.938e-08, eta: 0:59:15, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0493, s0.acc: 98.2990, s0.loss_bbox: 0.1981, s1.loss_cls: 0.0188, s1.acc: 98.7123, s1.loss_bbox: 0.1026, s2.loss_cls: 0.0085, s2.acc: 98.7810, s2.loss_bbox: 0.0487, loss: 0.4339
2022-03-24 11:14:30,264 - mmdet - INFO - Epoch [36][70/336]	lr: 1.938e-08, eta: 0:59:06, time: 0.786, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0459, s0.acc: 98.4277, s0.loss_bbox: 0.1898, s1.loss_cls: 0.0165, s1.acc: 98.8732, s1.loss_bbox: 0.0984, s2.loss_cls: 0.0073, s2.acc: 98.9205, s2.loss_bbox: 0.0463, loss: 0.4113
2022-03-24 11:14:39,192 - mmdet - INFO - Epoch [36][80/336]	lr: 1.938e-08, eta: 0:58:58, time: 0.894, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0473, s0.acc: 98.3456, s0.loss_bbox: 0.1976, s1.loss_cls: 0.0175, s1.acc: 98.7388, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0081, s2.acc: 98.8513, s2.loss_bbox: 0.0495, loss: 0.4312
2022-03-24 11:14:48,409 - mmdet - INFO - Epoch [36][90/336]	lr: 1.938e-08, eta: 0:58:50, time: 0.914, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0489, s0.acc: 98.3124, s0.loss_bbox: 0.2013, s1.loss_cls: 0.0186, s1.acc: 98.7344, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0084, s2.acc: 98.8342, s2.loss_bbox: 0.0496, loss: 0.4380
2022-03-24 11:14:56,406 - mmdet - INFO - Epoch [36][100/336]	lr: 1.938e-08, eta: 0:58:42, time: 0.807, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0448, s0.acc: 98.4503, s0.loss_bbox: 0.2026, s1.loss_cls: 0.0158, s1.acc: 98.9291, s1.loss_bbox: 0.1048, s2.loss_cls: 0.0078, s2.acc: 98.8378, s2.loss_bbox: 0.0497, loss: 0.4320
2022-03-24 11:15:04,739 - mmdet - INFO - Epoch [36][110/336]	lr: 1.938e-08, eta: 0:58:34, time: 0.833, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0495, s0.acc: 98.3472, s0.loss_bbox: 0.2004, s1.loss_cls: 0.0179, s1.acc: 98.8368, s1.loss_bbox: 0.1047, s2.loss_cls: 0.0084, s2.acc: 98.8547, s2.loss_bbox: 0.0501, loss: 0.4386
2022-03-24 11:15:12,142 - mmdet - INFO - Epoch [36][120/336]	lr: 1.938e-08, eta: 0:58:25, time: 0.740, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0496, s0.acc: 98.2758, s0.loss_bbox: 0.2015, s1.loss_cls: 0.0187, s1.acc: 98.7362, s1.loss_bbox: 0.1043, s2.loss_cls: 0.0085, s2.acc: 98.7441, s2.loss_bbox: 0.0489, loss: 0.4384
2022-03-24 11:15:19,518 - mmdet - INFO - Epoch [36][130/336]	lr: 1.938e-08, eta: 0:58:17, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0505, s0.acc: 98.2953, s0.loss_bbox: 0.2063, s1.loss_cls: 0.0181, s1.acc: 98.8199, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0080, s2.acc: 98.9359, s2.loss_bbox: 0.0496, loss: 0.4462
2022-03-24 11:15:27,102 - mmdet - INFO - Epoch [36][140/336]	lr: 1.938e-08, eta: 0:58:08, time: 0.758, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0025, s0.loss_cls: 0.0415, s0.acc: 98.4909, s0.loss_bbox: 0.1912, s1.loss_cls: 0.0155, s1.acc: 98.8759, s1.loss_bbox: 0.1031, s2.loss_cls: 0.0075, s2.acc: 98.8526, s2.loss_bbox: 0.0495, loss: 0.4142
2022-03-24 11:15:35,031 - mmdet - INFO - Epoch [36][150/336]	lr: 1.938e-08, eta: 0:58:00, time: 0.793, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0494, s0.acc: 98.3759, s0.loss_bbox: 0.2035, s1.loss_cls: 0.0186, s1.acc: 98.8027, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0088, s2.acc: 98.7882, s2.loss_bbox: 0.0498, loss: 0.4429
2022-03-24 11:15:42,440 - mmdet - INFO - Epoch [36][160/336]	lr: 1.938e-08, eta: 0:57:51, time: 0.741, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0025, s0.loss_cls: 0.0459, s0.acc: 98.4192, s0.loss_bbox: 0.1892, s1.loss_cls: 0.0168, s1.acc: 98.8762, s1.loss_bbox: 0.0986, s2.loss_cls: 0.0076, s2.acc: 98.9440, s2.loss_bbox: 0.0465, loss: 0.4111
2022-03-24 11:15:49,884 - mmdet - INFO - Epoch [36][170/336]	lr: 1.938e-08, eta: 0:57:43, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0504, s0.acc: 98.2761, s0.loss_bbox: 0.2041, s1.loss_cls: 0.0183, s1.acc: 98.7445, s1.loss_bbox: 0.1047, s2.loss_cls: 0.0083, s2.acc: 98.8064, s2.loss_bbox: 0.0481, loss: 0.4420
2022-03-24 11:15:57,266 - mmdet - INFO - Epoch [36][180/336]	lr: 1.938e-08, eta: 0:57:34, time: 0.746, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0512, s0.acc: 98.2318, s0.loss_bbox: 0.2046, s1.loss_cls: 0.0191, s1.acc: 98.6625, s1.loss_bbox: 0.1095, s2.loss_cls: 0.0087, s2.acc: 98.7369, s2.loss_bbox: 0.0521, loss: 0.4522
2022-03-24 11:16:04,629 - mmdet - INFO - Epoch [36][190/336]	lr: 1.938e-08, eta: 0:57:25, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0491, s0.acc: 98.3270, s0.loss_bbox: 0.2041, s1.loss_cls: 0.0179, s1.acc: 98.7692, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0084, s2.acc: 98.7424, s2.loss_bbox: 0.0493, loss: 0.4421
2022-03-24 11:16:12,740 - mmdet - INFO - Epoch [36][200/336]	lr: 1.938e-08, eta: 0:57:17, time: 0.792, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0479, s0.acc: 98.3209, s0.loss_bbox: 0.2008, s1.loss_cls: 0.0179, s1.acc: 98.7116, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0084, s2.acc: 98.7522, s2.loss_bbox: 0.0488, loss: 0.4345
2022-03-24 11:16:22,217 - mmdet - INFO - Epoch [36][210/336]	lr: 1.938e-08, eta: 0:57:09, time: 0.960, data_time: 0.029, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0500, s0.acc: 98.3569, s0.loss_bbox: 0.1942, s1.loss_cls: 0.0190, s1.acc: 98.7805, s1.loss_bbox: 0.1010, s2.loss_cls: 0.0082, s2.acc: 98.9111, s2.loss_bbox: 0.0477, loss: 0.4271
2022-03-24 11:16:30,080 - mmdet - INFO - Epoch [36][220/336]	lr: 1.938e-08, eta: 0:57:01, time: 0.794, data_time: 0.018, memory: 15335, loss_rpn_cls: 0.0055, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0553, s0.acc: 98.0991, s0.loss_bbox: 0.2143, s1.loss_cls: 0.0201, s1.acc: 98.6307, s1.loss_bbox: 0.1078, s2.loss_cls: 0.0092, s2.acc: 98.6831, s2.loss_bbox: 0.0500, loss: 0.4653
2022-03-24 11:16:37,779 - mmdet - INFO - Epoch [36][230/336]	lr: 1.938e-08, eta: 0:56:53, time: 0.770, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0477, s0.acc: 98.3673, s0.loss_bbox: 0.1932, s1.loss_cls: 0.0178, s1.acc: 98.8000, s1.loss_bbox: 0.0997, s2.loss_cls: 0.0082, s2.acc: 98.8595, s2.loss_bbox: 0.0471, loss: 0.4217
2022-03-24 11:16:45,127 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:16:45,129 - mmdet - INFO - Epoch [36][240/336]	lr: 1.938e-08, eta: 0:56:44, time: 0.735, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0449, s0.acc: 98.4274, s0.loss_bbox: 0.1887, s1.loss_cls: 0.0162, s1.acc: 98.8908, s1.loss_bbox: 0.0972, s2.loss_cls: 0.0073, s2.acc: 98.9266, s2.loss_bbox: 0.0457, loss: 0.4062
2022-03-24 11:16:52,519 - mmdet - INFO - Epoch [36][250/336]	lr: 1.938e-08, eta: 0:56:35, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0519, s0.acc: 98.2220, s0.loss_bbox: 0.2096, s1.loss_cls: 0.0192, s1.acc: 98.7118, s1.loss_bbox: 0.1090, s2.loss_cls: 0.0091, s2.acc: 98.6967, s2.loss_bbox: 0.0515, loss: 0.4578
2022-03-24 11:16:59,875 - mmdet - INFO - Epoch [36][260/336]	lr: 1.938e-08, eta: 0:56:27, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0472, s0.acc: 98.3868, s0.loss_bbox: 0.1967, s1.loss_cls: 0.0174, s1.acc: 98.8544, s1.loss_bbox: 0.1025, s2.loss_cls: 0.0081, s2.acc: 98.8719, s2.loss_bbox: 0.0484, loss: 0.4271
2022-03-24 11:17:07,250 - mmdet - INFO - Epoch [36][270/336]	lr: 1.938e-08, eta: 0:56:18, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0466, s0.acc: 98.3646, s0.loss_bbox: 0.2018, s1.loss_cls: 0.0172, s1.acc: 98.8108, s1.loss_bbox: 0.1064, s2.loss_cls: 0.0080, s2.acc: 98.8486, s2.loss_bbox: 0.0500, loss: 0.4368
2022-03-24 11:17:14,626 - mmdet - INFO - Epoch [36][280/336]	lr: 1.938e-08, eta: 0:56:10, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0448, s0.acc: 98.4366, s0.loss_bbox: 0.1879, s1.loss_cls: 0.0168, s1.acc: 98.8364, s1.loss_bbox: 0.0969, s2.loss_cls: 0.0080, s2.acc: 98.7650, s2.loss_bbox: 0.0453, loss: 0.4061
2022-03-24 11:17:22,145 - mmdet - INFO - Epoch [36][290/336]	lr: 1.938e-08, eta: 0:56:01, time: 0.752, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0508, s0.acc: 98.2767, s0.loss_bbox: 0.2059, s1.loss_cls: 0.0179, s1.acc: 98.7974, s1.loss_bbox: 0.1057, s2.loss_cls: 0.0086, s2.acc: 98.7925, s2.loss_bbox: 0.0509, loss: 0.4472
2022-03-24 11:17:30,190 - mmdet - INFO - Epoch [36][300/336]	lr: 1.938e-08, eta: 0:55:53, time: 0.804, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0455, s0.acc: 98.3533, s0.loss_bbox: 0.2006, s1.loss_cls: 0.0166, s1.acc: 98.7479, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0078, s2.acc: 98.7748, s2.loss_bbox: 0.0492, loss: 0.4308
2022-03-24 11:17:37,922 - mmdet - INFO - Epoch [36][310/336]	lr: 1.938e-08, eta: 0:55:45, time: 0.773, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0482, s0.acc: 98.3450, s0.loss_bbox: 0.2023, s1.loss_cls: 0.0179, s1.acc: 98.7882, s1.loss_bbox: 0.1042, s2.loss_cls: 0.0080, s2.acc: 98.8204, s2.loss_bbox: 0.0490, loss: 0.4370
2022-03-24 11:17:45,254 - mmdet - INFO - Epoch [36][320/336]	lr: 1.938e-08, eta: 0:55:36, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0543, s0.acc: 98.1232, s0.loss_bbox: 0.2127, s1.loss_cls: 0.0209, s1.acc: 98.5587, s1.loss_bbox: 0.1100, s2.loss_cls: 0.0101, s2.acc: 98.5249, s2.loss_bbox: 0.0506, loss: 0.4666
2022-03-24 11:17:52,793 - mmdet - INFO - Epoch [36][330/336]	lr: 1.938e-08, eta: 0:55:28, time: 0.754, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0435, s0.acc: 98.4473, s0.loss_bbox: 0.1980, s1.loss_cls: 0.0165, s1.acc: 98.8487, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0075, s2.acc: 98.8195, s2.loss_bbox: 0.0491, loss: 0.4250
2022-03-24 11:17:58,263 - mmdet - INFO - Saving checkpoint at 36 epochs
2022-03-24 11:18:36,211 - mmdet - INFO - Evaluating bbox...
2022-03-24 11:18:36,478 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:18:36,479 - mmdet - INFO - Epoch(val) [36][336]	bbox_mAP: 0.1230, bbox_mAP_50: 0.2140, bbox_mAP_75: 0.1240, bbox_mAP_s: 0.1310, bbox_mAP_m: 0.1270, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.123 0.214 0.124 0.131 0.127 -1.000
2022-03-24 11:19:04,088 - mmdet - INFO - Epoch [37][10/336]	lr: 1.938e-08, eta: 0:55:19, time: 2.759, data_time: 1.911, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0439, s0.acc: 98.4769, s0.loss_bbox: 0.1936, s1.loss_cls: 0.0157, s1.acc: 98.9589, s1.loss_bbox: 0.1009, s2.loss_cls: 0.0074, s2.acc: 98.9281, s2.loss_bbox: 0.0480, loss: 0.4164
2022-03-24 11:19:11,485 - mmdet - INFO - Epoch [37][20/336]	lr: 1.938e-08, eta: 0:55:11, time: 0.740, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0432, s0.acc: 98.4543, s0.loss_bbox: 0.1948, s1.loss_cls: 0.0157, s1.acc: 98.9020, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0072, s2.acc: 98.9422, s2.loss_bbox: 0.0490, loss: 0.4194
2022-03-24 11:19:18,821 - mmdet - INFO - Epoch [37][30/336]	lr: 1.938e-08, eta: 0:55:02, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0512, s0.acc: 98.2788, s0.loss_bbox: 0.2010, s1.loss_cls: 0.0199, s1.acc: 98.6639, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0091, s2.acc: 98.6789, s2.loss_bbox: 0.0486, loss: 0.4428
2022-03-24 11:19:26,560 - mmdet - INFO - Epoch [37][40/336]	lr: 1.938e-08, eta: 0:54:54, time: 0.767, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0479, s0.acc: 98.3554, s0.loss_bbox: 0.2055, s1.loss_cls: 0.0174, s1.acc: 98.7927, s1.loss_bbox: 0.1065, s2.loss_cls: 0.0081, s2.acc: 98.8848, s2.loss_bbox: 0.0510, loss: 0.4439
2022-03-24 11:19:35,587 - mmdet - INFO - Epoch [37][50/336]	lr: 1.938e-08, eta: 0:54:46, time: 0.910, data_time: 0.016, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0538, s0.acc: 98.2492, s0.loss_bbox: 0.2081, s1.loss_cls: 0.0201, s1.acc: 98.7352, s1.loss_bbox: 0.1081, s2.loss_cls: 0.0091, s2.acc: 98.7068, s2.loss_bbox: 0.0504, loss: 0.4574
2022-03-24 11:19:44,072 - mmdet - INFO - Epoch [37][60/336]	lr: 1.938e-08, eta: 0:54:37, time: 0.849, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0484, s0.acc: 98.3325, s0.loss_bbox: 0.1995, s1.loss_cls: 0.0175, s1.acc: 98.7851, s1.loss_bbox: 0.1036, s2.loss_cls: 0.0082, s2.acc: 98.8079, s2.loss_bbox: 0.0486, loss: 0.4336
2022-03-24 11:19:51,772 - mmdet - INFO - Epoch [37][70/336]	lr: 1.938e-08, eta: 0:54:29, time: 0.770, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0495, s0.acc: 98.3218, s0.loss_bbox: 0.2010, s1.loss_cls: 0.0188, s1.acc: 98.7368, s1.loss_bbox: 0.1054, s2.loss_cls: 0.0090, s2.acc: 98.6621, s2.loss_bbox: 0.0494, loss: 0.4402
2022-03-24 11:19:59,094 - mmdet - INFO - Epoch [37][80/336]	lr: 1.938e-08, eta: 0:54:20, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0498, s0.acc: 98.2822, s0.loss_bbox: 0.1976, s1.loss_cls: 0.0180, s1.acc: 98.8473, s1.loss_bbox: 0.1029, s2.loss_cls: 0.0083, s2.acc: 98.8852, s2.loss_bbox: 0.0483, loss: 0.4317
2022-03-24 11:20:06,426 - mmdet - INFO - Epoch [37][90/336]	lr: 1.938e-08, eta: 0:54:12, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0439, s0.acc: 98.4625, s0.loss_bbox: 0.1924, s1.loss_cls: 0.0156, s1.acc: 98.9174, s1.loss_bbox: 0.1013, s2.loss_cls: 0.0076, s2.acc: 98.9058, s2.loss_bbox: 0.0487, loss: 0.4167
2022-03-24 11:20:13,946 - mmdet - INFO - Epoch [37][100/336]	lr: 1.938e-08, eta: 0:54:03, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0484, s0.acc: 98.3145, s0.loss_bbox: 0.2023, s1.loss_cls: 0.0178, s1.acc: 98.7965, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0082, s2.acc: 98.8663, s2.loss_bbox: 0.0481, loss: 0.4353
2022-03-24 11:20:21,304 - mmdet - INFO - Epoch [37][110/336]	lr: 1.938e-08, eta: 0:53:55, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0052, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0510, s0.acc: 98.1711, s0.loss_bbox: 0.2094, s1.loss_cls: 0.0197, s1.acc: 98.6038, s1.loss_bbox: 0.1093, s2.loss_cls: 0.0093, s2.acc: 98.5411, s2.loss_bbox: 0.0509, loss: 0.4579
2022-03-24 11:20:28,664 - mmdet - INFO - Epoch [37][120/336]	lr: 1.938e-08, eta: 0:53:46, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0479, s0.acc: 98.3261, s0.loss_bbox: 0.2001, s1.loss_cls: 0.0176, s1.acc: 98.7706, s1.loss_bbox: 0.1048, s2.loss_cls: 0.0083, s2.acc: 98.8270, s2.loss_bbox: 0.0495, loss: 0.4353
2022-03-24 11:20:36,001 - mmdet - INFO - Epoch [37][130/336]	lr: 1.938e-08, eta: 0:53:38, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0495, s0.acc: 98.3020, s0.loss_bbox: 0.1997, s1.loss_cls: 0.0181, s1.acc: 98.7963, s1.loss_bbox: 0.1030, s2.loss_cls: 0.0084, s2.acc: 98.8154, s2.loss_bbox: 0.0488, loss: 0.4348
2022-03-24 11:20:43,336 - mmdet - INFO - Epoch [37][140/336]	lr: 1.938e-08, eta: 0:53:29, time: 0.734, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0488, s0.acc: 98.3133, s0.loss_bbox: 0.2000, s1.loss_cls: 0.0180, s1.acc: 98.7813, s1.loss_bbox: 0.1046, s2.loss_cls: 0.0083, s2.acc: 98.7850, s2.loss_bbox: 0.0497, loss: 0.4360
2022-03-24 11:20:50,926 - mmdet - INFO - Epoch [37][150/336]	lr: 1.938e-08, eta: 0:53:21, time: 0.759, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0508, s0.acc: 98.2971, s0.loss_bbox: 0.1988, s1.loss_cls: 0.0184, s1.acc: 98.8165, s1.loss_bbox: 0.1009, s2.loss_cls: 0.0082, s2.acc: 98.8895, s2.loss_bbox: 0.0470, loss: 0.4318
2022-03-24 11:20:58,784 - mmdet - INFO - Epoch [37][160/336]	lr: 1.938e-08, eta: 0:53:12, time: 0.786, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0505, s0.acc: 98.2822, s0.loss_bbox: 0.1985, s1.loss_cls: 0.0183, s1.acc: 98.7839, s1.loss_bbox: 0.1031, s2.loss_cls: 0.0090, s2.acc: 98.7711, s2.loss_bbox: 0.0481, loss: 0.4349
2022-03-24 11:21:06,538 - mmdet - INFO - Epoch [37][170/336]	lr: 1.938e-08, eta: 0:53:04, time: 0.775, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0526, s0.acc: 98.1946, s0.loss_bbox: 0.2079, s1.loss_cls: 0.0193, s1.acc: 98.6459, s1.loss_bbox: 0.1078, s2.loss_cls: 0.0088, s2.acc: 98.6852, s2.loss_bbox: 0.0508, loss: 0.4547
2022-03-24 11:21:13,902 - mmdet - INFO - Epoch [37][180/336]	lr: 1.938e-08, eta: 0:52:56, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0438, s0.acc: 98.4760, s0.loss_bbox: 0.1915, s1.loss_cls: 0.0162, s1.acc: 98.9016, s1.loss_bbox: 0.1002, s2.loss_cls: 0.0077, s2.acc: 98.8787, s2.loss_bbox: 0.0483, loss: 0.4142
2022-03-24 11:21:21,260 - mmdet - INFO - Epoch [37][190/336]	lr: 1.938e-08, eta: 0:52:47, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0507, s0.acc: 98.2812, s0.loss_bbox: 0.2041, s1.loss_cls: 0.0194, s1.acc: 98.7062, s1.loss_bbox: 0.1060, s2.loss_cls: 0.0093, s2.acc: 98.6841, s2.loss_bbox: 0.0492, loss: 0.4465
2022-03-24 11:21:28,768 - mmdet - INFO - Epoch [37][200/336]	lr: 1.938e-08, eta: 0:52:39, time: 0.751, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0476, s0.acc: 98.3304, s0.loss_bbox: 0.1958, s1.loss_cls: 0.0176, s1.acc: 98.7545, s1.loss_bbox: 0.0993, s2.loss_cls: 0.0082, s2.acc: 98.8097, s2.loss_bbox: 0.0463, loss: 0.4216
2022-03-24 11:21:36,151 - mmdet - INFO - Epoch [37][210/336]	lr: 1.938e-08, eta: 0:52:30, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0478, s0.acc: 98.3298, s0.loss_bbox: 0.1979, s1.loss_cls: 0.0178, s1.acc: 98.7901, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0083, s2.acc: 98.8145, s2.loss_bbox: 0.0494, loss: 0.4318
2022-03-24 11:21:43,871 - mmdet - INFO - Epoch [37][220/336]	lr: 1.938e-08, eta: 0:52:22, time: 0.773, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0475, s0.acc: 98.3475, s0.loss_bbox: 0.2037, s1.loss_cls: 0.0179, s1.acc: 98.8362, s1.loss_bbox: 0.1073, s2.loss_cls: 0.0085, s2.acc: 98.7739, s2.loss_bbox: 0.0507, loss: 0.4425
2022-03-24 11:21:52,142 - mmdet - INFO - Epoch [37][230/336]	lr: 1.938e-08, eta: 0:52:13, time: 0.826, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0032, s0.loss_cls: 0.0484, s0.acc: 98.2605, s0.loss_bbox: 0.2097, s1.loss_cls: 0.0177, s1.acc: 98.7349, s1.loss_bbox: 0.1092, s2.loss_cls: 0.0087, s2.acc: 98.6667, s2.loss_bbox: 0.0514, loss: 0.4528
2022-03-24 11:21:59,516 - mmdet - INFO - Epoch [37][240/336]	lr: 1.938e-08, eta: 0:52:05, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0479, s0.acc: 98.3401, s0.loss_bbox: 0.1977, s1.loss_cls: 0.0175, s1.acc: 98.7865, s1.loss_bbox: 0.1031, s2.loss_cls: 0.0085, s2.acc: 98.7798, s2.loss_bbox: 0.0490, loss: 0.4300
2022-03-24 11:22:07,088 - mmdet - INFO - Epoch [37][250/336]	lr: 1.938e-08, eta: 0:51:56, time: 0.757, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0479, s0.acc: 98.3459, s0.loss_bbox: 0.1998, s1.loss_cls: 0.0179, s1.acc: 98.7829, s1.loss_bbox: 0.1036, s2.loss_cls: 0.0082, s2.acc: 98.7949, s2.loss_bbox: 0.0489, loss: 0.4336
2022-03-24 11:22:15,020 - mmdet - INFO - Epoch [37][260/336]	lr: 1.938e-08, eta: 0:51:48, time: 0.793, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0490, s0.acc: 98.2422, s0.loss_bbox: 0.2052, s1.loss_cls: 0.0179, s1.acc: 98.7110, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0085, s2.acc: 98.6681, s2.loss_bbox: 0.0498, loss: 0.4440
2022-03-24 11:22:22,862 - mmdet - INFO - Epoch [37][270/336]	lr: 1.938e-08, eta: 0:51:40, time: 0.784, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0538, s0.acc: 98.2379, s0.loss_bbox: 0.2051, s1.loss_cls: 0.0201, s1.acc: 98.6915, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0086, s2.acc: 98.7850, s2.loss_bbox: 0.0492, loss: 0.4499
2022-03-24 11:22:30,798 - mmdet - INFO - Epoch [37][280/336]	lr: 1.938e-08, eta: 0:51:31, time: 0.793, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0481, s0.acc: 98.2886, s0.loss_bbox: 0.2058, s1.loss_cls: 0.0180, s1.acc: 98.7221, s1.loss_bbox: 0.1080, s2.loss_cls: 0.0086, s2.acc: 98.7519, s2.loss_bbox: 0.0513, loss: 0.4469
2022-03-24 11:22:38,395 - mmdet - INFO - Epoch [37][290/336]	lr: 1.938e-08, eta: 0:51:23, time: 0.760, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0472, s0.acc: 98.3636, s0.loss_bbox: 0.1972, s1.loss_cls: 0.0182, s1.acc: 98.7484, s1.loss_bbox: 0.1033, s2.loss_cls: 0.0084, s2.acc: 98.7138, s2.loss_bbox: 0.0482, loss: 0.4293
2022-03-24 11:22:45,755 - mmdet - INFO - Epoch [37][300/336]	lr: 1.938e-08, eta: 0:51:14, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0596, s0.acc: 98.0573, s0.loss_bbox: 0.2096, s1.loss_cls: 0.0230, s1.acc: 98.5514, s1.loss_bbox: 0.1063, s2.loss_cls: 0.0102, s2.acc: 98.6469, s2.loss_bbox: 0.0492, loss: 0.4661
2022-03-24 11:22:53,223 - mmdet - INFO - Epoch [37][310/336]	lr: 1.938e-08, eta: 0:51:06, time: 0.746, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0503, s0.acc: 98.2043, s0.loss_bbox: 0.2093, s1.loss_cls: 0.0191, s1.acc: 98.6510, s1.loss_bbox: 0.1094, s2.loss_cls: 0.0089, s2.acc: 98.7133, s2.loss_bbox: 0.0523, loss: 0.4569
2022-03-24 11:23:00,607 - mmdet - INFO - Epoch [37][320/336]	lr: 1.938e-08, eta: 0:50:58, time: 0.739, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0032, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0421, s0.acc: 98.4802, s0.loss_bbox: 0.1867, s1.loss_cls: 0.0157, s1.acc: 98.8438, s1.loss_bbox: 0.0972, s2.loss_cls: 0.0072, s2.acc: 98.8871, s2.loss_bbox: 0.0461, loss: 0.4009
2022-03-24 11:23:07,978 - mmdet - INFO - Epoch [37][330/336]	lr: 1.938e-08, eta: 0:50:49, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0048, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0465, s0.acc: 98.3725, s0.loss_bbox: 0.1908, s1.loss_cls: 0.0177, s1.acc: 98.7645, s1.loss_bbox: 0.0991, s2.loss_cls: 0.0083, s2.acc: 98.8076, s2.loss_bbox: 0.0467, loss: 0.4166
2022-03-24 11:23:33,646 - mmdet - INFO - Evaluating bbox...
2022-03-24 11:23:33,926 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:23:33,927 - mmdet - INFO - Epoch(val) [37][336]	bbox_mAP: 0.1420, bbox_mAP_50: 0.2180, bbox_mAP_75: 0.1550, bbox_mAP_s: 0.1240, bbox_mAP_m: 0.2080, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.142 0.218 0.155 0.124 0.208 -1.000
2022-03-24 11:24:00,940 - mmdet - INFO - Epoch [38][10/336]	lr: 1.938e-08, eta: 0:50:40, time: 2.683, data_time: 1.898, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0501, s0.acc: 98.2364, s0.loss_bbox: 0.1997, s1.loss_cls: 0.0184, s1.acc: 98.7195, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0087, s2.acc: 98.7269, s2.loss_bbox: 0.0475, loss: 0.4355
2022-03-24 11:24:09,007 - mmdet - INFO - Epoch [38][20/336]	lr: 1.938e-08, eta: 0:50:32, time: 0.824, data_time: 0.027, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0447, s0.acc: 98.4271, s0.loss_bbox: 0.1950, s1.loss_cls: 0.0170, s1.acc: 98.8768, s1.loss_bbox: 0.0997, s2.loss_cls: 0.0081, s2.acc: 98.8498, s2.loss_bbox: 0.0476, loss: 0.4187
2022-03-24 11:24:16,905 - mmdet - INFO - Epoch [38][30/336]	lr: 1.938e-08, eta: 0:50:23, time: 0.790, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0542, s0.acc: 98.2034, s0.loss_bbox: 0.2048, s1.loss_cls: 0.0199, s1.acc: 98.6693, s1.loss_bbox: 0.1045, s2.loss_cls: 0.0087, s2.acc: 98.7391, s2.loss_bbox: 0.0487, loss: 0.4484
2022-03-24 11:24:24,230 - mmdet - INFO - Epoch [38][40/336]	lr: 1.938e-08, eta: 0:50:15, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0047, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0505, s0.acc: 98.2486, s0.loss_bbox: 0.1979, s1.loss_cls: 0.0189, s1.acc: 98.7148, s1.loss_bbox: 0.1023, s2.loss_cls: 0.0087, s2.acc: 98.7639, s2.loss_bbox: 0.0479, loss: 0.4338
2022-03-24 11:24:31,736 - mmdet - INFO - Epoch [38][50/336]	lr: 1.938e-08, eta: 0:50:06, time: 0.750, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0531, s0.acc: 98.2111, s0.loss_bbox: 0.2100, s1.loss_cls: 0.0190, s1.acc: 98.7643, s1.loss_bbox: 0.1080, s2.loss_cls: 0.0085, s2.acc: 98.8209, s2.loss_bbox: 0.0510, loss: 0.4577
2022-03-24 11:24:39,110 - mmdet - INFO - Epoch [38][60/336]	lr: 1.938e-08, eta: 0:49:58, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0521, s0.acc: 98.2440, s0.loss_bbox: 0.2009, s1.loss_cls: 0.0192, s1.acc: 98.7382, s1.loss_bbox: 0.1038, s2.loss_cls: 0.0089, s2.acc: 98.7444, s2.loss_bbox: 0.0482, loss: 0.4403
2022-03-24 11:24:46,430 - mmdet - INFO - Epoch [38][70/336]	lr: 1.938e-08, eta: 0:49:49, time: 0.732, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0481, s0.acc: 98.3862, s0.loss_bbox: 0.1928, s1.loss_cls: 0.0181, s1.acc: 98.8101, s1.loss_bbox: 0.0988, s2.loss_cls: 0.0081, s2.acc: 98.8946, s2.loss_bbox: 0.0465, loss: 0.4202
2022-03-24 11:24:53,790 - mmdet - INFO - Epoch [38][80/336]	lr: 1.938e-08, eta: 0:49:41, time: 0.736, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0487, s0.acc: 98.2892, s0.loss_bbox: 0.2050, s1.loss_cls: 0.0185, s1.acc: 98.7232, s1.loss_bbox: 0.1073, s2.loss_cls: 0.0087, s2.acc: 98.7358, s2.loss_bbox: 0.0505, loss: 0.4456
2022-03-24 11:25:01,089 - mmdet - INFO - Epoch [38][90/336]	lr: 1.938e-08, eta: 0:49:32, time: 0.730, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0054, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0514, s0.acc: 98.1934, s0.loss_bbox: 0.2048, s1.loss_cls: 0.0193, s1.acc: 98.6273, s1.loss_bbox: 0.1063, s2.loss_cls: 0.0090, s2.acc: 98.6523, s2.loss_bbox: 0.0496, loss: 0.4487
2022-03-24 11:25:08,621 - mmdet - INFO - Epoch [38][100/336]	lr: 1.938e-08, eta: 0:49:24, time: 0.753, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0499, s0.acc: 98.2547, s0.loss_bbox: 0.2003, s1.loss_cls: 0.0184, s1.acc: 98.7459, s1.loss_bbox: 0.1032, s2.loss_cls: 0.0088, s2.acc: 98.7483, s2.loss_bbox: 0.0487, loss: 0.4373
2022-03-24 11:25:16,150 - mmdet - INFO - Epoch [38][110/336]	lr: 1.938e-08, eta: 0:49:15, time: 0.753, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0480, s0.acc: 98.2919, s0.loss_bbox: 0.2025, s1.loss_cls: 0.0172, s1.acc: 98.7364, s1.loss_bbox: 0.1052, s2.loss_cls: 0.0082, s2.acc: 98.7340, s2.loss_bbox: 0.0500, loss: 0.4380
2022-03-24 11:25:23,964 - mmdet - INFO - Epoch [38][120/336]	lr: 1.938e-08, eta: 0:49:07, time: 0.782, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0456, s0.acc: 98.4158, s0.loss_bbox: 0.1910, s1.loss_cls: 0.0168, s1.acc: 98.8190, s1.loss_bbox: 0.1005, s2.loss_cls: 0.0080, s2.acc: 98.7809, s2.loss_bbox: 0.0479, loss: 0.4164
2022-03-24 11:25:31,828 - mmdet - INFO - Epoch [38][130/336]	lr: 1.938e-08, eta: 0:48:59, time: 0.786, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0509, s0.acc: 98.1818, s0.loss_bbox: 0.2021, s1.loss_cls: 0.0198, s1.acc: 98.5436, s1.loss_bbox: 0.1062, s2.loss_cls: 0.0095, s2.acc: 98.6086, s2.loss_bbox: 0.0492, loss: 0.4442
2022-03-24 11:25:39,163 - mmdet - INFO - Epoch [38][140/336]	lr: 1.938e-08, eta: 0:48:50, time: 0.734, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0496, s0.acc: 98.3221, s0.loss_bbox: 0.2010, s1.loss_cls: 0.0183, s1.acc: 98.7639, s1.loss_bbox: 0.1025, s2.loss_cls: 0.0082, s2.acc: 98.7711, s2.loss_bbox: 0.0481, loss: 0.4348
2022-03-24 11:25:46,685 - mmdet - INFO - Epoch [38][150/336]	lr: 1.938e-08, eta: 0:48:42, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0434, s0.acc: 98.5062, s0.loss_bbox: 0.1906, s1.loss_cls: 0.0147, s1.acc: 98.9897, s1.loss_bbox: 0.1002, s2.loss_cls: 0.0072, s2.acc: 98.9417, s2.loss_bbox: 0.0479, loss: 0.4106
2022-03-24 11:25:54,056 - mmdet - INFO - Epoch [38][160/336]	lr: 1.938e-08, eta: 0:48:33, time: 0.737, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0049, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0529, s0.acc: 98.1424, s0.loss_bbox: 0.2054, s1.loss_cls: 0.0203, s1.acc: 98.5132, s1.loss_bbox: 0.1080, s2.loss_cls: 0.0098, s2.acc: 98.4996, s2.loss_bbox: 0.0492, loss: 0.4533
2022-03-24 11:26:01,571 - mmdet - INFO - Epoch [38][170/336]	lr: 1.938e-08, eta: 0:48:25, time: 0.744, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0462, s0.acc: 98.4158, s0.loss_bbox: 0.1993, s1.loss_cls: 0.0170, s1.acc: 98.8231, s1.loss_bbox: 0.1049, s2.loss_cls: 0.0082, s2.acc: 98.8124, s2.loss_bbox: 0.0500, loss: 0.4323
2022-03-24 11:26:09,097 - mmdet - INFO - Epoch [38][180/336]	lr: 1.938e-08, eta: 0:48:16, time: 0.759, data_time: 0.017, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0502, s0.acc: 98.3179, s0.loss_bbox: 0.1940, s1.loss_cls: 0.0195, s1.acc: 98.6727, s1.loss_bbox: 0.1008, s2.loss_cls: 0.0086, s2.acc: 98.7435, s2.loss_bbox: 0.0470, loss: 0.4272
2022-03-24 11:26:16,454 - mmdet - INFO - Epoch [38][190/336]	lr: 1.938e-08, eta: 0:48:08, time: 0.736, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0039, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0502, s0.acc: 98.1964, s0.loss_bbox: 0.2100, s1.loss_cls: 0.0193, s1.acc: 98.5848, s1.loss_bbox: 0.1106, s2.loss_cls: 0.0094, s2.acc: 98.5477, s2.loss_bbox: 0.0512, loss: 0.4574
2022-03-24 11:26:24,061 - mmdet - INFO - Epoch [38][200/336]	lr: 1.938e-08, eta: 0:47:59, time: 0.761, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0446, s0.acc: 98.4357, s0.loss_bbox: 0.1964, s1.loss_cls: 0.0160, s1.acc: 98.8999, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0074, s2.acc: 98.9450, s2.loss_bbox: 0.0497, loss: 0.4244
2022-03-24 11:26:31,581 - mmdet - INFO - Epoch [38][210/336]	lr: 1.938e-08, eta: 0:47:51, time: 0.752, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0471, s0.acc: 98.3594, s0.loss_bbox: 0.2014, s1.loss_cls: 0.0170, s1.acc: 98.8524, s1.loss_bbox: 0.1045, s2.loss_cls: 0.0083, s2.acc: 98.7806, s2.loss_bbox: 0.0500, loss: 0.4349
2022-03-24 11:26:39,340 - mmdet - INFO - Epoch [38][220/336]	lr: 1.938e-08, eta: 0:47:43, time: 0.761, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0464, s0.acc: 98.3966, s0.loss_bbox: 0.2002, s1.loss_cls: 0.0168, s1.acc: 98.8452, s1.loss_bbox: 0.1026, s2.loss_cls: 0.0076, s2.acc: 98.8656, s2.loss_bbox: 0.0485, loss: 0.4294
2022-03-24 11:26:47,019 - mmdet - INFO - Epoch [38][230/336]	lr: 1.938e-08, eta: 0:47:34, time: 0.782, data_time: 0.024, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0517, s0.acc: 98.1976, s0.loss_bbox: 0.2104, s1.loss_cls: 0.0192, s1.acc: 98.6633, s1.loss_bbox: 0.1086, s2.loss_cls: 0.0090, s2.acc: 98.7132, s2.loss_bbox: 0.0508, loss: 0.4569
2022-03-24 11:26:54,529 - mmdet - INFO - Epoch [38][240/336]	lr: 1.938e-08, eta: 0:47:26, time: 0.751, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0487, s0.acc: 98.3218, s0.loss_bbox: 0.1995, s1.loss_cls: 0.0183, s1.acc: 98.7900, s1.loss_bbox: 0.1037, s2.loss_cls: 0.0080, s2.acc: 98.8491, s2.loss_bbox: 0.0484, loss: 0.4334
2022-03-24 11:27:02,034 - mmdet - INFO - Epoch [38][250/336]	lr: 1.938e-08, eta: 0:47:17, time: 0.750, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0480, s0.acc: 98.3203, s0.loss_bbox: 0.2074, s1.loss_cls: 0.0175, s1.acc: 98.8178, s1.loss_bbox: 0.1083, s2.loss_cls: 0.0082, s2.acc: 98.8090, s2.loss_bbox: 0.0512, loss: 0.4477
2022-03-24 11:27:09,405 - mmdet - INFO - Epoch [38][260/336]	lr: 1.938e-08, eta: 0:47:09, time: 0.738, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0507, s0.acc: 98.2788, s0.loss_bbox: 0.1990, s1.loss_cls: 0.0188, s1.acc: 98.7216, s1.loss_bbox: 0.1022, s2.loss_cls: 0.0087, s2.acc: 98.7461, s2.loss_bbox: 0.0476, loss: 0.4341
2022-03-24 11:27:16,795 - mmdet - INFO - Epoch [38][270/336]	lr: 1.938e-08, eta: 0:47:00, time: 0.739, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0046, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0511, s0.acc: 98.2419, s0.loss_bbox: 0.2070, s1.loss_cls: 0.0191, s1.acc: 98.6999, s1.loss_bbox: 0.1068, s2.loss_cls: 0.0086, s2.acc: 98.7656, s2.loss_bbox: 0.0502, loss: 0.4502
2022-03-24 11:27:24,127 - mmdet - INFO - Epoch [38][280/336]	lr: 1.938e-08, eta: 0:46:52, time: 0.733, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0043, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0476, s0.acc: 98.3536, s0.loss_bbox: 0.1925, s1.loss_cls: 0.0175, s1.acc: 98.8270, s1.loss_bbox: 0.1012, s2.loss_cls: 0.0078, s2.acc: 98.8769, s2.loss_bbox: 0.0480, loss: 0.4216
2022-03-24 11:27:31,574 - mmdet - INFO - Epoch [38][290/336]	lr: 1.938e-08, eta: 0:46:44, time: 0.744, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0038, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0487, s0.acc: 98.2761, s0.loss_bbox: 0.1919, s1.loss_cls: 0.0189, s1.acc: 98.7421, s1.loss_bbox: 0.1007, s2.loss_cls: 0.0085, s2.acc: 98.8316, s2.loss_bbox: 0.0473, loss: 0.4224
2022-03-24 11:27:39,105 - mmdet - INFO - Epoch [38][300/336]	lr: 1.938e-08, eta: 0:46:35, time: 0.753, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0484, s0.acc: 98.3737, s0.loss_bbox: 0.2007, s1.loss_cls: 0.0178, s1.acc: 98.8221, s1.loss_bbox: 0.1031, s2.loss_cls: 0.0083, s2.acc: 98.8599, s2.loss_bbox: 0.0488, loss: 0.4345
2022-03-24 11:27:46,732 - mmdet - INFO - Epoch [38][310/336]	lr: 1.938e-08, eta: 0:46:27, time: 0.763, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0036, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0449, s0.acc: 98.4274, s0.loss_bbox: 0.1959, s1.loss_cls: 0.0164, s1.acc: 98.9138, s1.loss_bbox: 0.1033, s2.loss_cls: 0.0077, s2.acc: 98.8555, s2.loss_bbox: 0.0498, loss: 0.4242
2022-03-24 11:27:54,414 - mmdet - INFO - Epoch [38][320/336]	lr: 1.938e-08, eta: 0:46:18, time: 0.768, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0037, loss_rpn_bbox: 0.0028, s0.loss_cls: 0.0459, s0.acc: 98.3832, s0.loss_bbox: 0.2007, s1.loss_cls: 0.0168, s1.acc: 98.8165, s1.loss_bbox: 0.1055, s2.loss_cls: 0.0080, s2.acc: 98.7368, s2.loss_bbox: 0.0499, loss: 0.4332
2022-03-24 11:28:03,291 - mmdet - INFO - Epoch [38][330/336]	lr: 1.938e-08, eta: 0:46:10, time: 0.881, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0042, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0481, s0.acc: 98.3743, s0.loss_bbox: 0.1949, s1.loss_cls: 0.0172, s1.acc: 98.8999, s1.loss_bbox: 0.1015, s2.loss_cls: 0.0081, s2.acc: 98.9268, s2.loss_bbox: 0.0477, loss: 0.4243
2022-03-24 11:28:30,853 - mmdet - INFO - Evaluating bbox...
2022-03-24 11:28:31,131 - mmdet - INFO - Exp name: cascade_convnext_x_2cls_aug_256.py
2022-03-24 11:28:31,132 - mmdet - INFO - Epoch(val) [38][336]	bbox_mAP: 0.1510, bbox_mAP_50: 0.2490, bbox_mAP_75: 0.1600, bbox_mAP_s: 0.1110, bbox_mAP_m: 0.2660, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.151 0.249 0.160 0.111 0.266 -1.000
2022-03-24 11:28:59,476 - mmdet - INFO - Epoch [39][10/336]	lr: 1.938e-08, eta: 0:46:01, time: 2.833, data_time: 1.865, memory: 15335, loss_rpn_cls: 0.0045, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0465, s0.acc: 98.3868, s0.loss_bbox: 0.2042, s1.loss_cls: 0.0172, s1.acc: 98.8203, s1.loss_bbox: 0.1074, s2.loss_cls: 0.0084, s2.acc: 98.8000, s2.loss_bbox: 0.0502, loss: 0.4415
2022-03-24 11:29:08,460 - mmdet - INFO - Epoch [39][20/336]	lr: 1.938e-08, eta: 0:45:53, time: 0.899, data_time: 0.012, memory: 15335, loss_rpn_cls: 0.0044, loss_rpn_bbox: 0.0027, s0.loss_cls: 0.0512, s0.acc: 98.2330, s0.loss_bbox: 0.2017, s1.loss_cls: 0.0191, s1.acc: 98.6900, s1.loss_bbox: 0.1046, s2.loss_cls: 0.0086, s2.acc: 98.7005, s2.loss_bbox: 0.0490, loss: 0.4413
2022-03-24 11:29:17,587 - mmdet - INFO - Epoch [39][30/336]	lr: 1.938e-08, eta: 0:45:45, time: 0.913, data_time: 0.011, memory: 15335, loss_rpn_cls: 0.0035, loss_rpn_bbox: 0.0026, s0.loss_cls: 0.0418, s0.acc: 98.5126, s0.loss_bbox: 0.1884, s1.loss_cls: 0.0148, s1.acc: 98.9820, s1.loss_bbox: 0.1000, s2.loss_cls: 0.0071, s2.acc: 99.0089, s2.loss_bbox: 0.0482, loss: 0.4065
2022-03-24 11:29:24,961 - mmdet - INFO - Epoch [39][40/336]	lr: 1.938e-08, eta: 0:45:37, time: 0.737, data_time: 0.009, memory: 15335, loss_rpn_cls: 0.0050, loss_rpn_bbox: 0.0030, s0.loss_cls: 0.0488, s0.acc: 98.3224, s0.loss_bbox: 0.2023, s1.loss_cls: 0.0173, s1.acc: 98.8512, s1.loss_bbox: 0.1047, s2.loss_cls: 0.0079, s2.acc: 98.9030, s2.loss_bbox: 0.0495, loss: 0.4385
2022-03-24 11:29:32,512 - mmdet - INFO - Epoch [39][50/336]	lr: 1.938e-08, eta: 0:45:28, time: 0.755, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0051, loss_rpn_bbox: 0.0031, s0.loss_cls: 0.0532, s0.acc: 98.1586, s0.loss_bbox: 0.2110, s1.loss_cls: 0.0199, s1.acc: 98.6287, s1.loss_bbox: 0.1068, s2.loss_cls: 0.0092, s2.acc: 98.5979, s2.loss_bbox: 0.0495, loss: 0.4577
2022-03-24 11:29:39,891 - mmdet - INFO - Epoch [39][60/336]	lr: 1.938e-08, eta: 0:45:20, time: 0.738, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0040, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0448, s0.acc: 98.4311, s0.loss_bbox: 0.2018, s1.loss_cls: 0.0156, s1.acc: 98.9190, s1.loss_bbox: 0.1056, s2.loss_cls: 0.0075, s2.acc: 98.8969, s2.loss_bbox: 0.0506, loss: 0.4328
2022-03-24 11:29:47,640 - mmdet - INFO - Epoch [39][70/336]	lr: 1.938e-08, eta: 0:45:11, time: 0.776, data_time: 0.010, memory: 15335, loss_rpn_cls: 0.0041, loss_rpn_bbox: 0.0029, s0.loss_cls: 0.0495, s0.acc: 98.2632, s0.loss_bbox: 0.2005, s1.loss_cls: 0.0190, s1.acc: 98.6106, s1.loss_bbox: 0.1044, s2.loss_cls: 0.0089, s2.acc: 98.6525, s2.loss_bbox: 0.0482, loss: 0.4375