convnext_exp5.log

2022-03-21 02:52:13,502 - 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+
------------------------------------------------------------

2022-03-21 02:52:13,910 - mmdet - INFO - Distributed training: True
2022-03-21 02:52:14,376 - 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=0.0),
    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', keep_ratio=True),
            dict(type='RandomFlip'),
            dict(
                type='Normalize',
                mean=[123.675, 116.28, 103.53],
                std=[58.395, 57.12, 57.375],
                to_rgb=True),
            dict(type='Pad', size_divisor=32),
            dict(type='ImageToTensor', keys=['img']),
            dict(type='Collect', keys=['img'])
        ])
]
data = dict(
    samples_per_gpu=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=0.0),
            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', keep_ratio=True),
                    dict(type='RandomFlip'),
                    dict(
                        type='Normalize',
                        mean=[123.675, 116.28, 103.53],
                        std=[58.395, 57.12, 57.375],
                        to_rgb=True),
                    dict(type='Pad', size_divisor=32),
                    dict(type='ImageToTensor', keys=['img']),
                    dict(type='Collect', keys=['img'])
                ])
        ]),
    test=dict(
        type='CocoDataset',
        ann_file='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', keep_ratio=True),
                    dict(type='RandomFlip'),
                    dict(
                        type='Normalize',
                        mean=[123.675, 116.28, 103.53],
                        std=[58.395, 57.12, 57.375],
                        to_rgb=True),
                    dict(type='Pad', size_divisor=32),
                    dict(type='ImageToTensor', keys=['img']),
                    dict(type='Collect', keys=['img'])
                ])
        ]))
evaluation = dict(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=1)
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_exp5_2cls'
gpu_ids = range(0, 8)

2022-03-21 02:52:35,876 - mmdet - INFO - load checkpoint from local path: /data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp1/latest.pth
2022-03-21 02:53:06,332 - 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]).
2022-03-21 02:53:06,370 - mmdet - INFO - Start running, host: scv1442@g0006, work_dir: /data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp5_2cls
2022-03-21 02:53:06,371 - 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                     
 -------------------- 
2022-03-21 02:53:06,371 - mmdet - INFO - workflow: [('train', 1)], max: 48 epochs
2022-03-21 02:53:06,371 - mmdet - INFO - Checkpoints will be saved to /data/home/scv1442/run/DCIC_2022_Swin-Transformer/work_dirs/cascade_convnext_x_exp5_2cls by HardDiskBackend.
2022-03-21 02:53:32,943 - mmdet - INFO - Epoch [1][10/336]	lr: 3.678e-08, eta: 11:53:23, time: 2.656, data_time: 1.892, memory: 15323, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 3.2168, s0.acc: 29.1425, s0.loss_bbox: 0.4622, s1.loss_cls: 0.8492, s1.acc: 10.5954, s1.loss_bbox: 0.1205, s2.loss_cls: 0.1088, s2.acc: 91.9537, s2.loss_bbox: 0.0282, loss: 4.7867
2022-03-21 02:53:40,066 - mmdet - INFO - Epoch [1][20/336]	lr: 7.550e-08, eta: 7:32:05, time: 0.712, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 2.8231, s0.acc: 31.3315, s0.loss_bbox: 0.4568, s1.loss_cls: 0.7086, s1.acc: 19.8334, s1.loss_bbox: 0.1192, s2.loss_cls: 0.0897, s2.acc: 93.3807, s2.loss_bbox: 0.0276, loss: 4.2261
2022-03-21 02:53:47,189 - mmdet - INFO - Epoch [1][30/336]	lr: 1.142e-07, eta: 6:04:54, time: 0.712, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 2.0399, s0.acc: 35.3464, s0.loss_bbox: 0.4680, s1.loss_cls: 0.4548, s1.acc: 59.9152, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0626, s2.acc: 94.7269, s2.loss_bbox: 0.0286, loss: 3.1753
2022-03-21 02:53:54,324 - mmdet - INFO - Epoch [1][40/336]	lr: 1.529e-07, eta: 5:21:20, time: 0.714, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 1.0850, s0.acc: 50.2579, s0.loss_bbox: 0.4419, s1.loss_cls: 0.2411, s1.acc: 90.7693, s1.loss_bbox: 0.1178, s2.loss_cls: 0.0424, s2.acc: 95.7819, s2.loss_bbox: 0.0284, loss: 1.9574
2022-03-21 02:54:01,449 - mmdet - INFO - Epoch [1][50/336]	lr: 1.917e-07, eta: 4:55:05, time: 0.712, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.4370, s0.acc: 86.1722, s0.loss_bbox: 0.4451, s1.loss_cls: 0.1372, s1.acc: 94.3634, s1.loss_bbox: 0.1185, s2.loss_cls: 0.0318, s2.acc: 96.2762, s2.loss_bbox: 0.0282, loss: 1.1986
2022-03-21 02:54:10,256 - mmdet - INFO - Epoch [1][60/336]	lr: 2.304e-07, eta: 4:45:05, time: 0.881, data_time: 0.011, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.2400, s0.acc: 92.9486, s0.loss_bbox: 0.4462, s1.loss_cls: 0.0924, s1.acc: 94.9631, s1.loss_bbox: 0.1189, s2.loss_cls: 0.0263, s2.acc: 96.5741, s2.loss_bbox: 0.0292, loss: 0.9537
2022-03-21 02:54:18,042 - mmdet - INFO - Epoch [1][70/336]	lr: 2.691e-07, eta: 4:33:57, time: 0.778, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.1803, s0.acc: 93.2230, s0.loss_bbox: 0.4504, s1.loss_cls: 0.0706, s1.acc: 95.3256, s1.loss_bbox: 0.1206, s2.loss_cls: 0.0228, s2.acc: 96.7834, s2.loss_bbox: 0.0303, loss: 0.8756
2022-03-21 02:54:25,597 - mmdet - INFO - Epoch [1][80/336]	lr: 3.078e-07, eta: 4:24:35, time: 0.749, data_time: 0.010, memory: 15328, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.1562, s0.acc: 93.3206, s0.loss_bbox: 0.4752, s1.loss_cls: 0.0621, s1.acc: 95.3879, s1.loss_bbox: 0.1302, s2.loss_cls: 0.0217, s2.acc: 96.8082, s2.loss_bbox: 0.0332, loss: 0.8794
2022-03-21 02:54:34,883 - mmdet - INFO - Epoch [1][90/336]	lr: 3.465e-07, eta: 4:22:37, time: 0.929, data_time: 0.016, memory: 15328, loss_rpn_cls: 0.0005, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.1382, s0.acc: 93.9310, s0.loss_bbox: 0.4801, s1.loss_cls: 0.0555, s1.acc: 95.7544, s1.loss_bbox: 0.1329, s2.loss_cls: 0.0204, s2.acc: 96.8918, s2.loss_bbox: 0.0353, loss: 0.8635
2022-03-21 02:54:42,098 - mmdet - INFO - Epoch [1][100/336]	lr: 3.852e-07, eta: 4:15:40, time: 0.728, data_time: 0.016, memory: 15328, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.1250, s0.acc: 94.7372, s0.loss_bbox: 0.4860, s1.loss_cls: 0.0505, s1.acc: 96.2396, s1.loss_bbox: 0.1392, s2.loss_cls: 0.0193, s2.acc: 96.9547, s2.loss_bbox: 0.0382, loss: 0.8593
2022-03-21 02:54:49,465 - mmdet - INFO - Epoch [1][110/336]	lr: 4.240e-07, eta: 4:10:11, time: 0.737, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0009, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.1092, s0.acc: 96.1707, s0.loss_bbox: 0.4675, s1.loss_cls: 0.0444, s1.acc: 96.9858, s1.loss_bbox: 0.1377, s2.loss_cls: 0.0176, s2.acc: 97.2256, s2.loss_bbox: 0.0401, loss: 0.8180
2022-03-21 02:54:58,343 - mmdet - INFO - Epoch [1][120/336]	lr: 4.627e-07, eta: 4:08:55, time: 0.888, data_time: 0.011, memory: 15328, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.1017, s0.acc: 97.2171, s0.loss_bbox: 0.4816, s1.loss_cls: 0.0416, s1.acc: 97.3065, s1.loss_bbox: 0.1457, s2.loss_cls: 0.0167, s2.acc: 97.4310, s2.loss_bbox: 0.0458, loss: 0.8340
2022-03-21 02:55:07,235 - mmdet - INFO - Epoch [1][130/336]	lr: 5.014e-07, eta: 4:07:52, time: 0.889, data_time: 0.011, memory: 15328, loss_rpn_cls: 0.0008, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0927, s0.acc: 98.2150, s0.loss_bbox: 0.4768, s1.loss_cls: 0.0366, s1.acc: 97.6642, s1.loss_bbox: 0.1499, s2.loss_cls: 0.0144, s2.acc: 97.9022, s2.loss_bbox: 0.0516, loss: 0.8235
2022-03-21 02:55:16,122 - mmdet - INFO - Epoch [1][140/336]	lr: 5.401e-07, eta: 4:06:56, time: 0.889, data_time: 0.011, memory: 15328, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0775, s0.acc: 98.7949, s0.loss_bbox: 0.4451, s1.loss_cls: 0.0285, s1.acc: 98.0981, s1.loss_bbox: 0.1457, s2.loss_cls: 0.0105, s2.acc: 98.4015, s2.loss_bbox: 0.0532, loss: 0.7613
2022-03-21 02:55:24,906 - mmdet - INFO - Epoch [1][150/336]	lr: 5.788e-07, eta: 4:05:54, time: 0.878, data_time: 0.011, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0642, s0.acc: 99.0576, s0.loss_bbox: 0.4119, s1.loss_cls: 0.0213, s1.acc: 98.4036, s1.loss_bbox: 0.1339, s2.loss_cls: 0.0071, s2.acc: 98.8523, s2.loss_bbox: 0.0467, loss: 0.6860
2022-03-21 02:55:32,137 - mmdet - INFO - Epoch [1][160/336]	lr: 6.175e-07, eta: 4:02:25, time: 0.723, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0548, s0.acc: 99.0878, s0.loss_bbox: 0.4077, s1.loss_cls: 0.0168, s1.acc: 98.6380, s1.loss_bbox: 0.1194, s2.loss_cls: 0.0048, s2.acc: 99.2181, s2.loss_bbox: 0.0378, loss: 0.6423
2022-03-21 02:55:41,051 - mmdet - INFO - Epoch [1][170/336]	lr: 6.563e-07, eta: 4:01:51, time: 0.884, data_time: 0.009, memory: 15328, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0383, s0.acc: 99.2410, s0.loss_bbox: 0.3415, s1.loss_cls: 0.0106, s1.acc: 99.1492, s1.loss_bbox: 0.0854, s2.loss_cls: 0.0027, s2.acc: 99.5967, s2.loss_bbox: 0.0332, loss: 0.5124
2022-03-21 02:55:50,064 - mmdet - INFO - Epoch [1][180/336]	lr: 6.950e-07, eta: 4:01:35, time: 0.902, data_time: 0.016, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0296, s0.acc: 99.1721, s0.loss_bbox: 0.2777, s1.loss_cls: 0.0084, s1.acc: 99.3386, s1.loss_bbox: 0.0752, s2.loss_cls: 0.0023, s2.acc: 99.6753, s2.loss_bbox: 0.0326, loss: 0.4269
2022-03-21 02:55:59,388 - mmdet - INFO - Epoch [1][190/336]	lr: 7.337e-07, eta: 4:01:46, time: 0.932, data_time: 0.016, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0232, s0.acc: 99.1650, s0.loss_bbox: 0.2030, s1.loss_cls: 0.0063, s1.acc: 99.5180, s1.loss_bbox: 0.0691, s2.loss_cls: 0.0022, s2.acc: 99.6432, s2.loss_bbox: 0.0344, loss: 0.3391
2022-03-21 02:56:08,328 - mmdet - INFO - Epoch [1][200/336]	lr: 7.724e-07, eta: 4:01:24, time: 0.894, data_time: 0.016, memory: 15328, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0197, s0.acc: 99.2572, s0.loss_bbox: 0.1533, s1.loss_cls: 0.0047, s1.acc: 99.6696, s1.loss_bbox: 0.0615, s2.loss_cls: 0.0017, s2.acc: 99.7525, s2.loss_bbox: 0.0313, loss: 0.2731
2022-03-21 02:56:17,251 - mmdet - INFO - Epoch [1][210/336]	lr: 8.111e-07, eta: 4:01:02, time: 0.892, data_time: 0.016, memory: 15329, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0175, s0.acc: 99.3585, s0.loss_bbox: 0.1232, s1.loss_cls: 0.0045, s1.acc: 99.6797, s1.loss_bbox: 0.0581, s2.loss_cls: 0.0018, s2.acc: 99.7221, s2.loss_bbox: 0.0298, loss: 0.2357
2022-03-21 02:56:26,192 - mmdet - INFO - Epoch [1][220/336]	lr: 8.498e-07, eta: 4:00:42, time: 0.894, data_time: 0.016, memory: 15329, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0170, s0.acc: 99.4107, s0.loss_bbox: 0.1108, s1.loss_cls: 0.0040, s1.acc: 99.7121, s1.loss_bbox: 0.0547, s2.loss_cls: 0.0016, s2.acc: 99.7798, s2.loss_bbox: 0.0289, loss: 0.2177
2022-03-21 02:56:33,485 - mmdet - INFO - Epoch [1][230/336]	lr: 8.886e-07, eta: 3:58:34, time: 0.736, data_time: 0.015, memory: 15329, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0159, s0.acc: 99.4373, s0.loss_bbox: 0.1062, s1.loss_cls: 0.0040, s1.acc: 99.6909, s1.loss_bbox: 0.0560, s2.loss_cls: 0.0016, s2.acc: 99.7760, s2.loss_bbox: 0.0293, loss: 0.2137
2022-03-21 02:56:40,753 - mmdet - INFO - Epoch [1][240/336]	lr: 9.273e-07, eta: 3:56:30, time: 0.727, data_time: 0.010, memory: 15329, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0157, s0.acc: 99.4409, s0.loss_bbox: 0.1095, s1.loss_cls: 0.0038, s1.acc: 99.7283, s1.loss_bbox: 0.0581, s2.loss_cls: 0.0014, s2.acc: 99.7937, s2.loss_bbox: 0.0307, loss: 0.2201
2022-03-21 02:56:47,986 - mmdet - INFO - Epoch [1][250/336]	lr: 9.660e-07, eta: 3:54:33, time: 0.723, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0012, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0163, s0.acc: 99.4388, s0.loss_bbox: 0.1006, s1.loss_cls: 0.0050, s1.acc: 99.6466, s1.loss_bbox: 0.0546, s2.loss_cls: 0.0021, s2.acc: 99.7192, s2.loss_bbox: 0.0292, loss: 0.2098
2022-03-21 02:56:55,647 - mmdet - INFO - Epoch [1][260/336]	lr: 1.005e-06, eta: 3:53:07, time: 0.759, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0130, s0.acc: 99.5370, s0.loss_bbox: 0.0913, s1.loss_cls: 0.0037, s1.acc: 99.7219, s1.loss_bbox: 0.0485, s2.loss_cls: 0.0016, s2.acc: 99.7792, s2.loss_bbox: 0.0253, loss: 0.1842
2022-03-21 02:57:04,656 - mmdet - INFO - Epoch [1][270/336]	lr: 1.043e-06, eta: 3:53:10, time: 0.901, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0139, s0.acc: 99.5169, s0.loss_bbox: 0.0996, s1.loss_cls: 0.0037, s1.acc: 99.7322, s1.loss_bbox: 0.0525, s2.loss_cls: 0.0016, s2.acc: 99.7879, s2.loss_bbox: 0.0272, loss: 0.1994
2022-03-21 02:57:13,662 - mmdet - INFO - Epoch [1][280/336]	lr: 1.082e-06, eta: 3:53:11, time: 0.900, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0122, s0.acc: 99.5425, s0.loss_bbox: 0.0925, s1.loss_cls: 0.0031, s1.acc: 99.7744, s1.loss_bbox: 0.0482, s2.loss_cls: 0.0012, s2.acc: 99.8327, s2.loss_bbox: 0.0253, loss: 0.1833
2022-03-21 02:57:21,768 - mmdet - INFO - Epoch [1][290/336]	lr: 1.121e-06, eta: 3:52:27, time: 0.817, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0120, s0.acc: 99.5639, s0.loss_bbox: 0.0940, s1.loss_cls: 0.0031, s1.acc: 99.7551, s1.loss_bbox: 0.0502, s2.loss_cls: 0.0014, s2.acc: 99.8255, s2.loss_bbox: 0.0265, loss: 0.1879
2022-03-21 02:57:30,136 - mmdet - INFO - Epoch [1][300/336]	lr: 1.160e-06, eta: 3:51:51, time: 0.830, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0110, s0.acc: 99.5920, s0.loss_bbox: 0.0917, s1.loss_cls: 0.0029, s1.acc: 99.7853, s1.loss_bbox: 0.0487, s2.loss_cls: 0.0012, s2.acc: 99.8162, s2.loss_bbox: 0.0259, loss: 0.1824
2022-03-21 02:57:39,125 - mmdet - INFO - Epoch [1][310/336]	lr: 1.198e-06, eta: 3:51:52, time: 0.899, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0005, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0116, s0.acc: 99.5578, s0.loss_bbox: 0.0889, s1.loss_cls: 0.0031, s1.acc: 99.7722, s1.loss_bbox: 0.0470, s2.loss_cls: 0.0013, s2.acc: 99.8019, s2.loss_bbox: 0.0243, loss: 0.1773
2022-03-21 02:57:48,103 - mmdet - INFO - Epoch [1][320/336]	lr: 1.237e-06, eta: 3:51:53, time: 0.898, data_time: 0.017, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0112, s0.acc: 99.5850, s0.loss_bbox: 0.0908, s1.loss_cls: 0.0033, s1.acc: 99.7366, s1.loss_bbox: 0.0485, s2.loss_cls: 0.0013, s2.acc: 99.7879, s2.loss_bbox: 0.0254, loss: 0.1814
2022-03-21 02:57:57,097 - mmdet - INFO - Epoch [1][330/336]	lr: 1.276e-06, eta: 3:51:53, time: 0.900, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0105, s0.acc: 99.6176, s0.loss_bbox: 0.0876, s1.loss_cls: 0.0030, s1.acc: 99.7737, s1.loss_bbox: 0.0466, s2.loss_cls: 0.0012, s2.acc: 99.8188, s2.loss_bbox: 0.0243, loss: 0.1740
2022-03-21 02:58:03,595 - mmdet - INFO - Saving checkpoint at 1 epochs
2022-03-21 02:58:40,704 - mmdet - INFO - Evaluating bbox...
2022-03-21 02:58:40,915 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 02:58:40,915 - mmdet - INFO - Epoch(val) [1][336]	bbox_mAP: 0.2250, bbox_mAP_50: 0.4470, bbox_mAP_75: 0.1940, bbox_mAP_s: 0.2140, bbox_mAP_m: 0.2630, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.225 0.447 0.194 0.214 0.263 -1.000
2022-03-21 02:59:11,716 - mmdet - INFO - Epoch [2][10/336]	lr: 1.338e-06, eta: 4:04:21, time: 3.079, data_time: 2.186, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0107, s0.acc: 99.6051, s0.loss_bbox: 0.0888, s1.loss_cls: 0.0028, s1.acc: 99.7850, s1.loss_bbox: 0.0479, s2.loss_cls: 0.0011, s2.acc: 99.8480, s2.loss_bbox: 0.0250, loss: 0.1773
2022-03-21 02:59:20,724 - mmdet - INFO - Epoch [2][20/336]	lr: 1.376e-06, eta: 4:03:59, time: 0.901, data_time: 0.012, memory: 15330, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0095, s0.acc: 99.6307, s0.loss_bbox: 0.0851, s1.loss_cls: 0.0024, s1.acc: 99.8048, s1.loss_bbox: 0.0444, s2.loss_cls: 0.0010, s2.acc: 99.8524, s2.loss_bbox: 0.0230, loss: 0.1665
2022-03-21 02:59:29,757 - mmdet - INFO - Epoch [2][30/336]	lr: 1.415e-06, eta: 4:03:39, time: 0.903, data_time: 0.012, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0097, s0.acc: 99.6344, s0.loss_bbox: 0.0866, s1.loss_cls: 0.0024, s1.acc: 99.8244, s1.loss_bbox: 0.0459, s2.loss_cls: 0.0009, s2.acc: 99.8667, s2.loss_bbox: 0.0238, loss: 0.1701
2022-03-21 02:59:38,169 - mmdet - INFO - Epoch [2][40/336]	lr: 1.454e-06, eta: 4:02:53, time: 0.840, data_time: 0.011, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0096, s0.acc: 99.6396, s0.loss_bbox: 0.0825, s1.loss_cls: 0.0027, s1.acc: 99.8040, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0011, s2.acc: 99.8402, s2.loss_bbox: 0.0225, loss: 0.1620
2022-03-21 02:59:46,408 - mmdet - INFO - Epoch [2][50/336]	lr: 1.493e-06, eta: 4:02:03, time: 0.824, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0091, s0.acc: 99.6594, s0.loss_bbox: 0.0831, s1.loss_cls: 0.0023, s1.acc: 99.8337, s1.loss_bbox: 0.0433, s2.loss_cls: 0.0009, s2.acc: 99.8651, s2.loss_bbox: 0.0222, loss: 0.1617
2022-03-21 02:59:55,430 - mmdet - INFO - Epoch [2][60/336]	lr: 1.531e-06, eta: 4:01:43, time: 0.895, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0097, s0.acc: 99.6503, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0028, s1.acc: 99.7997, s1.loss_bbox: 0.0426, s2.loss_cls: 0.0012, s2.acc: 99.8295, s2.loss_bbox: 0.0220, loss: 0.1608
2022-03-21 03:00:03,404 - mmdet - INFO - Epoch [2][70/336]	lr: 1.570e-06, eta: 4:00:48, time: 0.805, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0091, s0.acc: 99.6667, s0.loss_bbox: 0.0814, s1.loss_cls: 0.0027, s1.acc: 99.7929, s1.loss_bbox: 0.0428, s2.loss_cls: 0.0010, s2.acc: 99.8533, s2.loss_bbox: 0.0218, loss: 0.1596
2022-03-21 03:00:10,733 - mmdet - INFO - Epoch [2][80/336]	lr: 1.609e-06, eta: 3:59:29, time: 0.733, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0118, s0.acc: 99.5831, s0.loss_bbox: 0.0880, s1.loss_cls: 0.0031, s1.acc: 99.7721, s1.loss_bbox: 0.0459, s2.loss_cls: 0.0014, s2.acc: 99.8208, s2.loss_bbox: 0.0241, loss: 0.1755
2022-03-21 03:00:19,327 - mmdet - INFO - Epoch [2][90/336]	lr: 1.647e-06, eta: 3:58:57, time: 0.853, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0094, s0.acc: 99.6368, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0026, s1.acc: 99.7997, s1.loss_bbox: 0.0428, s2.loss_cls: 0.0010, s2.acc: 99.8315, s2.loss_bbox: 0.0222, loss: 0.1591
2022-03-21 03:00:27,244 - mmdet - INFO - Epoch [2][100/336]	lr: 1.686e-06, eta: 3:58:06, time: 0.798, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0097, s0.acc: 99.6378, s0.loss_bbox: 0.0823, s1.loss_cls: 0.0027, s1.acc: 99.7995, s1.loss_bbox: 0.0441, s2.loss_cls: 0.0011, s2.acc: 99.8219, s2.loss_bbox: 0.0233, loss: 0.1641
2022-03-21 03:00:34,553 - mmdet - INFO - Epoch [2][110/336]	lr: 1.725e-06, eta: 3:56:53, time: 0.730, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0005, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0108, s0.acc: 99.6033, s0.loss_bbox: 0.0838, s1.loss_cls: 0.0032, s1.acc: 99.7712, s1.loss_bbox: 0.0441, s2.loss_cls: 0.0014, s2.acc: 99.8108, s2.loss_bbox: 0.0230, loss: 0.1675
2022-03-21 03:00:43,458 - mmdet - INFO - Epoch [2][120/336]	lr: 1.764e-06, eta: 3:56:40, time: 0.892, data_time: 0.013, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6912, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0020, s1.acc: 99.8492, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0009, s2.acc: 99.8642, s2.loss_bbox: 0.0220, loss: 0.1570
2022-03-21 03:00:52,435 - mmdet - INFO - Epoch [2][130/336]	lr: 1.802e-06, eta: 3:56:28, time: 0.898, data_time: 0.011, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0088, s0.acc: 99.6741, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0022, s1.acc: 99.8250, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0009, s2.acc: 99.8719, s2.loss_bbox: 0.0222, loss: 0.1607
2022-03-21 03:01:01,813 - mmdet - INFO - Epoch [2][140/336]	lr: 1.841e-06, eta: 3:56:24, time: 0.921, data_time: 0.011, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0093, s0.acc: 99.6396, s0.loss_bbox: 0.0876, s1.loss_cls: 0.0023, s1.acc: 99.8281, s1.loss_bbox: 0.0455, s2.loss_cls: 0.0009, s2.acc: 99.8579, s2.loss_bbox: 0.0236, loss: 0.1703
2022-03-21 03:01:09,724 - mmdet - INFO - Epoch [2][150/336]	lr: 1.880e-06, eta: 3:55:43, time: 0.807, data_time: 0.026, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0086, s0.acc: 99.6710, s0.loss_bbox: 0.0828, s1.loss_cls: 0.0022, s1.acc: 99.8320, s1.loss_bbox: 0.0423, s2.loss_cls: 0.0008, s2.acc: 99.8851, s2.loss_bbox: 0.0222, loss: 0.1598
2022-03-21 03:01:17,081 - mmdet - INFO - Epoch [2][160/336]	lr: 1.918e-06, eta: 3:54:41, time: 0.736, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0099, s0.acc: 99.6399, s0.loss_bbox: 0.0894, s1.loss_cls: 0.0026, s1.acc: 99.8143, s1.loss_bbox: 0.0464, s2.loss_cls: 0.0013, s2.acc: 99.8289, s2.loss_bbox: 0.0240, loss: 0.1745
2022-03-21 03:01:25,318 - mmdet - INFO - Epoch [2][170/336]	lr: 1.938e-06, eta: 3:54:08, time: 0.824, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6826, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0019, s1.acc: 99.8488, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0009, s2.acc: 99.8787, s2.loss_bbox: 0.0209, loss: 0.1538
2022-03-21 03:01:34,315 - mmdet - INFO - Epoch [2][180/336]	lr: 1.938e-06, eta: 3:53:59, time: 0.900, data_time: 0.011, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6777, s0.loss_bbox: 0.0842, s1.loss_cls: 0.0022, s1.acc: 99.8382, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0009, s2.acc: 99.8635, s2.loss_bbox: 0.0225, loss: 0.1622
2022-03-21 03:01:43,310 - mmdet - INFO - Epoch [2][190/336]	lr: 1.938e-06, eta: 3:53:50, time: 0.899, data_time: 0.011, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6933, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0021, s1.acc: 99.8496, s1.loss_bbox: 0.0406, s2.loss_cls: 0.0009, s2.acc: 99.8753, s2.loss_bbox: 0.0210, loss: 0.1527
2022-03-21 03:01:51,191 - mmdet - INFO - Epoch [2][200/336]	lr: 1.938e-06, eta: 3:53:09, time: 0.787, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0082, s0.acc: 99.6884, s0.loss_bbox: 0.0843, s1.loss_cls: 0.0021, s1.acc: 99.8404, s1.loss_bbox: 0.0441, s2.loss_cls: 0.0009, s2.acc: 99.8773, s2.loss_bbox: 0.0228, loss: 0.1633
2022-03-21 03:01:58,527 - mmdet - INFO - Epoch [2][210/336]	lr: 1.938e-06, eta: 3:52:13, time: 0.734, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0092, s0.acc: 99.6707, s0.loss_bbox: 0.0839, s1.loss_cls: 0.0024, s1.acc: 99.8220, s1.loss_bbox: 0.0437, s2.loss_cls: 0.0010, s2.acc: 99.8538, s2.loss_bbox: 0.0224, loss: 0.1636
2022-03-21 03:02:05,898 - mmdet - INFO - Epoch [2][220/336]	lr: 1.938e-06, eta: 3:51:20, time: 0.737, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0096, s0.acc: 99.6307, s0.loss_bbox: 0.0888, s1.loss_cls: 0.0026, s1.acc: 99.7947, s1.loss_bbox: 0.0461, s2.loss_cls: 0.0011, s2.acc: 99.8256, s2.loss_bbox: 0.0237, loss: 0.1728
2022-03-21 03:02:13,300 - mmdet - INFO - Epoch [2][230/336]	lr: 1.938e-06, eta: 3:50:29, time: 0.740, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0097, s0.acc: 99.6399, s0.loss_bbox: 0.0872, s1.loss_cls: 0.0025, s1.acc: 99.8228, s1.loss_bbox: 0.0446, s2.loss_cls: 0.0011, s2.acc: 99.8476, s2.loss_bbox: 0.0233, loss: 0.1692
2022-03-21 03:02:21,948 - mmdet - INFO - Epoch [2][240/336]	lr: 1.938e-06, eta: 3:50:14, time: 0.865, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0092, s0.acc: 99.6564, s0.loss_bbox: 0.0897, s1.loss_cls: 0.0023, s1.acc: 99.8299, s1.loss_bbox: 0.0472, s2.loss_cls: 0.0009, s2.acc: 99.8692, s2.loss_bbox: 0.0250, loss: 0.1754
2022-03-21 03:02:31,075 - mmdet - INFO - Epoch [2][250/336]	lr: 1.938e-06, eta: 3:50:10, time: 0.906, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0093, s0.acc: 99.6539, s0.loss_bbox: 0.0884, s1.loss_cls: 0.0027, s1.acc: 99.8178, s1.loss_bbox: 0.0450, s2.loss_cls: 0.0011, s2.acc: 99.8461, s2.loss_bbox: 0.0235, loss: 0.1711
2022-03-21 03:02:40,110 - mmdet - INFO - Epoch [2][260/336]	lr: 1.938e-06, eta: 3:50:07, time: 0.911, data_time: 0.017, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0077, s0.acc: 99.7028, s0.loss_bbox: 0.0810, s1.loss_cls: 0.0019, s1.acc: 99.8563, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0007, s2.acc: 99.8889, s2.loss_bbox: 0.0222, loss: 0.1564
2022-03-21 03:02:49,192 - mmdet - INFO - Epoch [2][270/336]	lr: 1.938e-06, eta: 3:50:01, time: 0.901, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0090, s0.acc: 99.6616, s0.loss_bbox: 0.0882, s1.loss_cls: 0.0023, s1.acc: 99.8200, s1.loss_bbox: 0.0451, s2.loss_cls: 0.0009, s2.acc: 99.8538, s2.loss_bbox: 0.0235, loss: 0.1701
2022-03-21 03:02:57,516 - mmdet - INFO - Epoch [2][280/336]	lr: 1.938e-06, eta: 3:49:38, time: 0.832, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0084, s0.acc: 99.6796, s0.loss_bbox: 0.0865, s1.loss_cls: 0.0021, s1.acc: 99.8492, s1.loss_bbox: 0.0444, s2.loss_cls: 0.0009, s2.acc: 99.8720, s2.loss_bbox: 0.0232, loss: 0.1664
2022-03-21 03:03:06,514 - mmdet - INFO - Epoch [2][290/336]	lr: 1.938e-06, eta: 3:49:32, time: 0.900, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.7086, s0.loss_bbox: 0.0783, s1.loss_cls: 0.0016, s1.acc: 99.8756, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0007, s2.acc: 99.8948, s2.loss_bbox: 0.0212, loss: 0.1512
2022-03-21 03:03:15,278 - mmdet - INFO - Epoch [2][300/336]	lr: 1.938e-06, eta: 3:49:22, time: 0.883, data_time: 0.016, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0088, s0.acc: 99.6658, s0.loss_bbox: 0.0850, s1.loss_cls: 0.0026, s1.acc: 99.7912, s1.loss_bbox: 0.0440, s2.loss_cls: 0.0011, s2.acc: 99.8288, s2.loss_bbox: 0.0224, loss: 0.1647
2022-03-21 03:03:22,572 - mmdet - INFO - Epoch [2][310/336]	lr: 1.938e-06, eta: 3:48:35, time: 0.730, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6875, s0.loss_bbox: 0.0814, s1.loss_cls: 0.0020, s1.acc: 99.8530, s1.loss_bbox: 0.0425, s2.loss_cls: 0.0008, s2.acc: 99.8770, s2.loss_bbox: 0.0222, loss: 0.1577
2022-03-21 03:03:29,941 - mmdet - INFO - Epoch [2][320/336]	lr: 1.938e-06, eta: 3:47:51, time: 0.737, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0097, s0.acc: 99.6353, s0.loss_bbox: 0.0898, s1.loss_cls: 0.0026, s1.acc: 99.7959, s1.loss_bbox: 0.0472, s2.loss_cls: 0.0013, s2.acc: 99.8182, s2.loss_bbox: 0.0245, loss: 0.1762
2022-03-21 03:03:37,317 - mmdet - INFO - Epoch [2][330/336]	lr: 1.938e-06, eta: 3:47:08, time: 0.738, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6841, s0.loss_bbox: 0.0849, s1.loss_cls: 0.0020, s1.acc: 99.8373, s1.loss_bbox: 0.0444, s2.loss_cls: 0.0009, s2.acc: 99.8529, s2.loss_bbox: 0.0228, loss: 0.1640
2022-03-21 03:03:42,804 - mmdet - INFO - Saving checkpoint at 2 epochs
2022-03-21 03:04:19,607 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:04:19,766 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:04:19,767 - mmdet - INFO - Epoch(val) [2][336]	bbox_mAP: 0.2630, bbox_mAP_50: 0.4770, bbox_mAP_75: 0.2640, bbox_mAP_s: 0.2530, bbox_mAP_m: 0.2980, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.263 0.477 0.264 0.253 0.298 -1.000
2022-03-21 03:04:46,158 - mmdet - INFO - Epoch [3][10/336]	lr: 1.938e-06, eta: 3:51:32, time: 2.638, data_time: 1.909, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0094, s0.acc: 99.6475, s0.loss_bbox: 0.0935, s1.loss_cls: 0.0024, s1.acc: 99.8189, s1.loss_bbox: 0.0477, s2.loss_cls: 0.0010, s2.acc: 99.8559, s2.loss_bbox: 0.0245, loss: 0.1796
2022-03-21 03:04:53,500 - mmdet - INFO - Epoch [3][20/336]	lr: 1.938e-06, eta: 3:50:46, time: 0.734, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.7058, s0.loss_bbox: 0.0859, s1.loss_cls: 0.0017, s1.acc: 99.8699, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0006, s2.acc: 99.9182, s2.loss_bbox: 0.0225, loss: 0.1623
2022-03-21 03:05:00,813 - mmdet - INFO - Epoch [3][30/336]	lr: 1.938e-06, eta: 3:50:01, time: 0.731, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0090, s0.acc: 99.6530, s0.loss_bbox: 0.0830, s1.loss_cls: 0.0021, s1.acc: 99.8264, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0008, s2.acc: 99.8710, s2.loss_bbox: 0.0220, loss: 0.1607
2022-03-21 03:05:08,119 - mmdet - INFO - Epoch [3][40/336]	lr: 1.938e-06, eta: 3:49:16, time: 0.731, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6790, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0020, s1.acc: 99.8398, s1.loss_bbox: 0.0426, s2.loss_cls: 0.0008, s2.acc: 99.8718, s2.loss_bbox: 0.0220, loss: 0.1592
2022-03-21 03:05:15,477 - mmdet - INFO - Epoch [3][50/336]	lr: 1.938e-06, eta: 3:48:34, time: 0.736, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7131, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0019, s1.acc: 99.8483, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0008, s2.acc: 99.8749, s2.loss_bbox: 0.0212, loss: 0.1509
2022-03-21 03:05:22,807 - mmdet - INFO - Epoch [3][60/336]	lr: 1.938e-06, eta: 3:47:52, time: 0.733, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7098, s0.loss_bbox: 0.0787, s1.loss_cls: 0.0020, s1.acc: 99.8486, s1.loss_bbox: 0.0395, s2.loss_cls: 0.0009, s2.acc: 99.8606, s2.loss_bbox: 0.0207, loss: 0.1502
2022-03-21 03:05:30,176 - mmdet - INFO - Epoch [3][70/336]	lr: 1.938e-06, eta: 3:47:12, time: 0.737, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7104, s0.loss_bbox: 0.0807, s1.loss_cls: 0.0018, s1.acc: 99.8603, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0008, s2.acc: 99.8846, s2.loss_bbox: 0.0213, loss: 0.1542
2022-03-21 03:05:37,901 - mmdet - INFO - Epoch [3][80/336]	lr: 1.938e-06, eta: 3:46:38, time: 0.768, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7171, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0016, s1.acc: 99.8752, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0007, s2.acc: 99.8994, s2.loss_bbox: 0.0210, loss: 0.1501
2022-03-21 03:05:45,477 - mmdet - INFO - Epoch [3][90/336]	lr: 1.938e-06, eta: 3:46:05, time: 0.762, data_time: 0.014, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0077, s0.acc: 99.7083, s0.loss_bbox: 0.0798, s1.loss_cls: 0.0017, s1.acc: 99.8722, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0010, s2.acc: 99.8666, s2.loss_bbox: 0.0210, loss: 0.1531
2022-03-21 03:05:53,585 - mmdet - INFO - Epoch [3][100/336]	lr: 1.938e-06, eta: 3:45:42, time: 0.811, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6988, s0.loss_bbox: 0.0837, s1.loss_cls: 0.0018, s1.acc: 99.8650, s1.loss_bbox: 0.0422, s2.loss_cls: 0.0008, s2.acc: 99.9047, s2.loss_bbox: 0.0217, loss: 0.1592
2022-03-21 03:06:00,861 - mmdet - INFO - Epoch [3][110/336]	lr: 1.938e-06, eta: 3:45:03, time: 0.728, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6964, s0.loss_bbox: 0.0828, s1.loss_cls: 0.0018, s1.acc: 99.8607, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0008, s2.acc: 99.8854, s2.loss_bbox: 0.0217, loss: 0.1577
2022-03-21 03:06:08,222 - mmdet - INFO - Epoch [3][120/336]	lr: 1.938e-06, eta: 3:44:26, time: 0.736, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7296, s0.loss_bbox: 0.0800, s1.loss_cls: 0.0018, s1.acc: 99.8571, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0009, s2.acc: 99.8774, s2.loss_bbox: 0.0205, loss: 0.1514
2022-03-21 03:06:15,525 - mmdet - INFO - Epoch [3][130/336]	lr: 1.938e-06, eta: 3:43:49, time: 0.730, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0078, s0.acc: 99.6988, s0.loss_bbox: 0.0819, s1.loss_cls: 0.0019, s1.acc: 99.8574, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0008, s2.acc: 99.8775, s2.loss_bbox: 0.0212, loss: 0.1562
2022-03-21 03:06:22,860 - mmdet - INFO - Epoch [3][140/336]	lr: 1.938e-06, eta: 3:43:13, time: 0.734, data_time: 0.010, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6884, s0.loss_bbox: 0.0794, s1.loss_cls: 0.0020, s1.acc: 99.8462, s1.loss_bbox: 0.0401, s2.loss_cls: 0.0008, s2.acc: 99.8647, s2.loss_bbox: 0.0205, loss: 0.1519
2022-03-21 03:06:30,213 - mmdet - INFO - Epoch [3][150/336]	lr: 1.938e-06, eta: 3:42:39, time: 0.735, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0078, s0.acc: 99.6976, s0.loss_bbox: 0.0835, s1.loss_cls: 0.0019, s1.acc: 99.8520, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0008, s2.acc: 99.8843, s2.loss_bbox: 0.0216, loss: 0.1585
2022-03-21 03:06:37,559 - mmdet - INFO - Epoch [3][160/336]	lr: 1.938e-06, eta: 3:42:05, time: 0.734, data_time: 0.009, memory: 15330, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0075, s0.acc: 99.7034, s0.loss_bbox: 0.0808, s1.loss_cls: 0.0017, s1.acc: 99.8703, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0006, s2.acc: 99.9084, s2.loss_bbox: 0.0215, loss: 0.1544
2022-03-21 03:06:44,892 - mmdet - INFO - Epoch [3][170/336]	lr: 1.938e-06, eta: 3:41:31, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0089, s0.acc: 99.6603, s0.loss_bbox: 0.0828, s1.loss_cls: 0.0025, s1.acc: 99.7964, s1.loss_bbox: 0.0426, s2.loss_cls: 0.0010, s2.acc: 99.8327, s2.loss_bbox: 0.0221, loss: 0.1609
2022-03-21 03:06:52,374 - mmdet - INFO - Epoch [3][180/336]	lr: 1.938e-06, eta: 3:41:00, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7220, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0019, s1.acc: 99.8588, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0007, s2.acc: 99.9015, s2.loss_bbox: 0.0223, loss: 0.1567
2022-03-21 03:06:59,716 - mmdet - INFO - Epoch [3][190/336]	lr: 1.938e-06, eta: 3:40:28, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7430, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0016, s1.acc: 99.8696, s1.loss_bbox: 0.0400, s2.loss_cls: 0.0007, s2.acc: 99.8999, s2.loss_bbox: 0.0209, loss: 0.1496
2022-03-21 03:07:07,945 - mmdet - INFO - Epoch [3][200/336]	lr: 1.938e-06, eta: 3:40:12, time: 0.823, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0075, s0.acc: 99.7076, s0.loss_bbox: 0.0783, s1.loss_cls: 0.0019, s1.acc: 99.8560, s1.loss_bbox: 0.0402, s2.loss_cls: 0.0008, s2.acc: 99.8632, s2.loss_bbox: 0.0210, loss: 0.1508
2022-03-21 03:07:15,293 - mmdet - INFO - Epoch [3][210/336]	lr: 1.938e-06, eta: 3:39:40, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7260, s0.loss_bbox: 0.0746, s1.loss_cls: 0.0016, s1.acc: 99.8804, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0007, s2.acc: 99.8921, s2.loss_bbox: 0.0200, loss: 0.1426
2022-03-21 03:07:22,632 - mmdet - INFO - Epoch [3][220/336]	lr: 1.938e-06, eta: 3:39:09, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7217, s0.loss_bbox: 0.0761, s1.loss_cls: 0.0017, s1.acc: 99.8650, s1.loss_bbox: 0.0387, s2.loss_cls: 0.0007, s2.acc: 99.8911, s2.loss_bbox: 0.0202, loss: 0.1453
2022-03-21 03:07:30,479 - mmdet - INFO - Epoch [3][230/336]	lr: 1.938e-06, eta: 3:38:47, time: 0.785, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7290, s0.loss_bbox: 0.0766, s1.loss_cls: 0.0019, s1.acc: 99.8565, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0008, s2.acc: 99.8762, s2.loss_bbox: 0.0207, loss: 0.1479
2022-03-21 03:07:37,842 - mmdet - INFO - Epoch [3][240/336]	lr: 1.938e-06, eta: 3:38:18, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0080, s0.acc: 99.6872, s0.loss_bbox: 0.0822, s1.loss_cls: 0.0021, s1.acc: 99.8428, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0009, s2.acc: 99.8663, s2.loss_bbox: 0.0221, loss: 0.1585
2022-03-21 03:07:45,401 - mmdet - INFO - Epoch [3][250/336]	lr: 1.938e-06, eta: 3:37:51, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0076, s0.acc: 99.6976, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0019, s1.acc: 99.8452, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0008, s2.acc: 99.8750, s2.loss_bbox: 0.0215, loss: 0.1534
2022-03-21 03:07:54,403 - mmdet - INFO - Epoch [3][260/336]	lr: 1.938e-06, eta: 3:37:49, time: 0.900, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6970, s0.loss_bbox: 0.0793, s1.loss_cls: 0.0020, s1.acc: 99.8456, s1.loss_bbox: 0.0410, s2.loss_cls: 0.0009, s2.acc: 99.8545, s2.loss_bbox: 0.0218, loss: 0.1536
2022-03-21 03:08:02,696 - mmdet - INFO - Epoch [3][270/336]	lr: 1.938e-06, eta: 3:37:36, time: 0.836, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0088, s0.acc: 99.6564, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0024, s1.acc: 99.8070, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0009, s2.acc: 99.8328, s2.loss_bbox: 0.0226, loss: 0.1614
2022-03-21 03:08:10,180 - mmdet - INFO - Epoch [3][280/336]	lr: 1.938e-06, eta: 3:37:10, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6759, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0021, s1.acc: 99.8376, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0009, s2.acc: 99.8619, s2.loss_bbox: 0.0227, loss: 0.1591
2022-03-21 03:08:17,791 - mmdet - INFO - Epoch [3][290/336]	lr: 1.938e-06, eta: 3:36:45, time: 0.754, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6741, s0.loss_bbox: 0.0856, s1.loss_cls: 0.0021, s1.acc: 99.8235, s1.loss_bbox: 0.0454, s2.loss_cls: 0.0010, s2.acc: 99.8490, s2.loss_bbox: 0.0242, loss: 0.1677
2022-03-21 03:08:27,552 - mmdet - INFO - Epoch [3][300/336]	lr: 1.938e-06, eta: 3:36:55, time: 0.976, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6829, s0.loss_bbox: 0.0839, s1.loss_cls: 0.0020, s1.acc: 99.8385, s1.loss_bbox: 0.0438, s2.loss_cls: 0.0007, s2.acc: 99.8790, s2.loss_bbox: 0.0233, loss: 0.1627
2022-03-21 03:08:36,644 - mmdet - INFO - Epoch [3][310/336]	lr: 1.938e-06, eta: 3:36:54, time: 0.909, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0092, s0.acc: 99.6445, s0.loss_bbox: 0.0878, s1.loss_cls: 0.0024, s1.acc: 99.8061, s1.loss_bbox: 0.0456, s2.loss_cls: 0.0011, s2.acc: 99.8261, s2.loss_bbox: 0.0241, loss: 0.1710
2022-03-21 03:08:45,709 - mmdet - INFO - Epoch [3][320/336]	lr: 1.938e-06, eta: 3:36:53, time: 0.906, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6780, s0.loss_bbox: 0.0870, s1.loss_cls: 0.0021, s1.acc: 99.8263, s1.loss_bbox: 0.0460, s2.loss_cls: 0.0008, s2.acc: 99.8594, s2.loss_bbox: 0.0242, loss: 0.1693
2022-03-21 03:08:53,323 - mmdet - INFO - Epoch [3][330/336]	lr: 1.938e-06, eta: 3:36:30, time: 0.768, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0092, s0.acc: 99.6506, s0.loss_bbox: 0.0892, s1.loss_cls: 0.0024, s1.acc: 99.8060, s1.loss_bbox: 0.0453, s2.loss_cls: 0.0008, s2.acc: 99.8834, s2.loss_bbox: 0.0235, loss: 0.1712
2022-03-21 03:08:58,656 - mmdet - INFO - Saving checkpoint at 3 epochs
2022-03-21 03:09:35,717 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:09:35,874 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:09:35,874 - mmdet - INFO - Epoch(val) [3][336]	bbox_mAP: 0.2880, bbox_mAP_50: 0.4870, bbox_mAP_75: 0.2940, bbox_mAP_s: 0.2800, bbox_mAP_m: 0.3160, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.288 0.487 0.294 0.280 0.316 -1.000
2022-03-21 03:10:01,908 - mmdet - INFO - Epoch [4][10/336]	lr: 1.938e-06, eta: 3:39:19, time: 2.602, data_time: 1.843, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6823, s0.loss_bbox: 0.0862, s1.loss_cls: 0.0019, s1.acc: 99.8525, s1.loss_bbox: 0.0435, s2.loss_cls: 0.0008, s2.acc: 99.8847, s2.loss_bbox: 0.0228, loss: 0.1641
2022-03-21 03:10:10,404 - mmdet - INFO - Epoch [4][20/336]	lr: 1.938e-06, eta: 3:39:06, time: 0.843, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6777, s0.loss_bbox: 0.0880, s1.loss_cls: 0.0022, s1.acc: 99.8137, s1.loss_bbox: 0.0455, s2.loss_cls: 0.0009, s2.acc: 99.8504, s2.loss_bbox: 0.0240, loss: 0.1699
2022-03-21 03:10:19,282 - mmdet - INFO - Epoch [4][30/336]	lr: 1.938e-06, eta: 3:39:00, time: 0.888, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0090, s0.acc: 99.6463, s0.loss_bbox: 0.0886, s1.loss_cls: 0.0022, s1.acc: 99.8328, s1.loss_bbox: 0.0460, s2.loss_cls: 0.0009, s2.acc: 99.8744, s2.loss_bbox: 0.0245, loss: 0.1720
2022-03-21 03:10:28,300 - mmdet - INFO - Epoch [4][40/336]	lr: 1.938e-06, eta: 3:38:56, time: 0.902, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7092, s0.loss_bbox: 0.0822, s1.loss_cls: 0.0018, s1.acc: 99.8519, s1.loss_bbox: 0.0425, s2.loss_cls: 0.0007, s2.acc: 99.8968, s2.loss_bbox: 0.0225, loss: 0.1578
2022-03-21 03:10:37,358 - mmdet - INFO - Epoch [4][50/336]	lr: 1.938e-06, eta: 3:38:52, time: 0.906, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0082, s0.acc: 99.6811, s0.loss_bbox: 0.0853, s1.loss_cls: 0.0020, s1.acc: 99.8384, s1.loss_bbox: 0.0438, s2.loss_cls: 0.0009, s2.acc: 99.8620, s2.loss_bbox: 0.0230, loss: 0.1639
2022-03-21 03:10:46,478 - mmdet - INFO - Epoch [4][60/336]	lr: 1.938e-06, eta: 3:38:49, time: 0.911, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6808, s0.loss_bbox: 0.0842, s1.loss_cls: 0.0021, s1.acc: 99.8267, s1.loss_bbox: 0.0432, s2.loss_cls: 0.0008, s2.acc: 99.8701, s2.loss_bbox: 0.0227, loss: 0.1621
2022-03-21 03:10:55,587 - mmdet - INFO - Epoch [4][70/336]	lr: 1.938e-06, eta: 3:38:45, time: 0.911, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7046, s0.loss_bbox: 0.0807, s1.loss_cls: 0.0018, s1.acc: 99.8569, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0007, s2.acc: 99.8975, s2.loss_bbox: 0.0218, loss: 0.1548
2022-03-21 03:11:04,074 - mmdet - INFO - Epoch [4][80/336]	lr: 1.938e-06, eta: 3:38:34, time: 0.855, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6939, s0.loss_bbox: 0.0849, s1.loss_cls: 0.0017, s1.acc: 99.8635, s1.loss_bbox: 0.0438, s2.loss_cls: 0.0006, s2.acc: 99.9130, s2.loss_bbox: 0.0230, loss: 0.1627
2022-03-21 03:11:11,435 - mmdet - INFO - Epoch [4][90/336]	lr: 1.938e-06, eta: 3:38:07, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0092, s0.acc: 99.6628, s0.loss_bbox: 0.0816, s1.loss_cls: 0.0023, s1.acc: 99.8263, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0010, s2.acc: 99.8572, s2.loss_bbox: 0.0219, loss: 0.1580
2022-03-21 03:11:18,810 - mmdet - INFO - Epoch [4][100/336]	lr: 1.938e-06, eta: 3:37:40, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0093, s0.acc: 99.6222, s0.loss_bbox: 0.0893, s1.loss_cls: 0.0023, s1.acc: 99.8067, s1.loss_bbox: 0.0453, s2.loss_cls: 0.0010, s2.acc: 99.8379, s2.loss_bbox: 0.0238, loss: 0.1719
2022-03-21 03:11:26,190 - mmdet - INFO - Epoch [4][110/336]	lr: 1.938e-06, eta: 3:37:14, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6695, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0025, s1.acc: 99.8062, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0011, s2.acc: 99.8213, s2.loss_bbox: 0.0219, loss: 0.1551
2022-03-21 03:11:33,580 - mmdet - INFO - Epoch [4][120/336]	lr: 1.938e-06, eta: 3:36:48, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0092, s0.acc: 99.6387, s0.loss_bbox: 0.0869, s1.loss_cls: 0.0021, s1.acc: 99.8410, s1.loss_bbox: 0.0447, s2.loss_cls: 0.0009, s2.acc: 99.8668, s2.loss_bbox: 0.0236, loss: 0.1683
2022-03-21 03:11:41,200 - mmdet - INFO - Epoch [4][130/336]	lr: 1.938e-06, eta: 3:36:26, time: 0.762, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6793, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0021, s1.acc: 99.8357, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0008, s2.acc: 99.8594, s2.loss_bbox: 0.0218, loss: 0.1568
2022-03-21 03:11:48,629 - mmdet - INFO - Epoch [4][140/336]	lr: 1.938e-06, eta: 3:36:01, time: 0.743, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6844, s0.loss_bbox: 0.0843, s1.loss_cls: 0.0017, s1.acc: 99.8630, s1.loss_bbox: 0.0437, s2.loss_cls: 0.0007, s2.acc: 99.8809, s2.loss_bbox: 0.0228, loss: 0.1621
2022-03-21 03:11:56,231 - mmdet - INFO - Epoch [4][150/336]	lr: 1.938e-06, eta: 3:35:38, time: 0.754, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0094, s0.acc: 99.6335, s0.loss_bbox: 0.0852, s1.loss_cls: 0.0021, s1.acc: 99.8291, s1.loss_bbox: 0.0440, s2.loss_cls: 0.0009, s2.acc: 99.8265, s2.loss_bbox: 0.0229, loss: 0.1653
2022-03-21 03:12:05,421 - mmdet - INFO - Epoch [4][160/336]	lr: 1.938e-06, eta: 3:35:37, time: 0.924, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0090, s0.acc: 99.6429, s0.loss_bbox: 0.0915, s1.loss_cls: 0.0020, s1.acc: 99.8443, s1.loss_bbox: 0.0466, s2.loss_cls: 0.0007, s2.acc: 99.8988, s2.loss_bbox: 0.0242, loss: 0.1748
2022-03-21 03:12:12,951 - mmdet - INFO - Epoch [4][170/336]	lr: 1.938e-06, eta: 3:35:13, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0091, s0.acc: 99.6463, s0.loss_bbox: 0.0866, s1.loss_cls: 0.0020, s1.acc: 99.8439, s1.loss_bbox: 0.0443, s2.loss_cls: 0.0008, s2.acc: 99.8702, s2.loss_bbox: 0.0231, loss: 0.1668
2022-03-21 03:12:20,380 - mmdet - INFO - Epoch [4][180/336]	lr: 1.938e-06, eta: 3:34:50, time: 0.750, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6869, s0.loss_bbox: 0.0815, s1.loss_cls: 0.0019, s1.acc: 99.8525, s1.loss_bbox: 0.0423, s2.loss_cls: 0.0008, s2.acc: 99.8530, s2.loss_bbox: 0.0222, loss: 0.1576
2022-03-21 03:12:27,779 - mmdet - INFO - Epoch [4][190/336]	lr: 1.938e-06, eta: 3:34:26, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6753, s0.loss_bbox: 0.0802, s1.loss_cls: 0.0019, s1.acc: 99.8534, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0007, s2.acc: 99.8962, s2.loss_bbox: 0.0223, loss: 0.1561
2022-03-21 03:12:35,217 - mmdet - INFO - Epoch [4][200/336]	lr: 1.938e-06, eta: 3:34:03, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7028, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0019, s1.acc: 99.8520, s1.loss_bbox: 0.0395, s2.loss_cls: 0.0008, s2.acc: 99.8567, s2.loss_bbox: 0.0210, loss: 0.1476
2022-03-21 03:12:42,719 - mmdet - INFO - Epoch [4][210/336]	lr: 1.938e-06, eta: 3:33:41, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6909, s0.loss_bbox: 0.0822, s1.loss_cls: 0.0019, s1.acc: 99.8467, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0008, s2.acc: 99.8893, s2.loss_bbox: 0.0223, loss: 0.1591
2022-03-21 03:12:50,062 - mmdet - INFO - Epoch [4][220/336]	lr: 1.938e-06, eta: 3:33:17, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0087, s0.acc: 99.6689, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0025, s1.acc: 99.8191, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0010, s2.acc: 99.8592, s2.loss_bbox: 0.0220, loss: 0.1551
2022-03-21 03:12:58,215 - mmdet - INFO - Epoch [4][230/336]	lr: 1.938e-06, eta: 3:33:03, time: 0.815, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7144, s0.loss_bbox: 0.0762, s1.loss_cls: 0.0018, s1.acc: 99.8605, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0007, s2.acc: 99.8879, s2.loss_bbox: 0.0211, loss: 0.1473
2022-03-21 03:13:05,645 - mmdet - INFO - Epoch [4][240/336]	lr: 1.938e-06, eta: 3:32:41, time: 0.743, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0098, s0.acc: 99.6280, s0.loss_bbox: 0.0857, s1.loss_cls: 0.0024, s1.acc: 99.8096, s1.loss_bbox: 0.0449, s2.loss_cls: 0.0011, s2.acc: 99.8299, s2.loss_bbox: 0.0235, loss: 0.1683
2022-03-21 03:13:13,387 - mmdet - INFO - Epoch [4][250/336]	lr: 1.938e-06, eta: 3:32:22, time: 0.774, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6808, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0019, s1.acc: 99.8434, s1.loss_bbox: 0.0421, s2.loss_cls: 0.0007, s2.acc: 99.8854, s2.loss_bbox: 0.0221, loss: 0.1562
2022-03-21 03:13:21,212 - mmdet - INFO - Epoch [4][260/336]	lr: 1.938e-06, eta: 3:32:05, time: 0.783, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0077, s0.acc: 99.7180, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0018, s1.acc: 99.8592, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0007, s2.acc: 99.8851, s2.loss_bbox: 0.0214, loss: 0.1525
2022-03-21 03:13:28,712 - mmdet - INFO - Epoch [4][270/336]	lr: 1.938e-06, eta: 3:31:44, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0092, s0.acc: 99.6436, s0.loss_bbox: 0.0824, s1.loss_cls: 0.0022, s1.acc: 99.8230, s1.loss_bbox: 0.0426, s2.loss_cls: 0.0009, s2.acc: 99.8646, s2.loss_bbox: 0.0222, loss: 0.1606
2022-03-21 03:13:36,049 - mmdet - INFO - Epoch [4][280/336]	lr: 1.938e-06, eta: 3:31:22, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7101, s0.loss_bbox: 0.0787, s1.loss_cls: 0.0017, s1.acc: 99.8548, s1.loss_bbox: 0.0409, s2.loss_cls: 0.0008, s2.acc: 99.8801, s2.loss_bbox: 0.0217, loss: 0.1526
2022-03-21 03:13:43,337 - mmdet - INFO - Epoch [4][290/336]	lr: 1.938e-06, eta: 3:30:59, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0075, s0.acc: 99.7086, s0.loss_bbox: 0.0772, s1.loss_cls: 0.0017, s1.acc: 99.8646, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0007, s2.acc: 99.8784, s2.loss_bbox: 0.0204, loss: 0.1474
2022-03-21 03:13:50,671 - mmdet - INFO - Epoch [4][300/336]	lr: 1.938e-06, eta: 3:30:37, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0084, s0.acc: 99.6817, s0.loss_bbox: 0.0782, s1.loss_cls: 0.0018, s1.acc: 99.8636, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0010, s2.acc: 99.8638, s2.loss_bbox: 0.0211, loss: 0.1522
2022-03-21 03:13:57,976 - mmdet - INFO - Epoch [4][310/336]	lr: 1.938e-06, eta: 3:30:14, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0074, s0.acc: 99.7195, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0017, s1.acc: 99.8596, s1.loss_bbox: 0.0383, s2.loss_cls: 0.0008, s2.acc: 99.8821, s2.loss_bbox: 0.0199, loss: 0.1450
2022-03-21 03:14:05,317 - mmdet - INFO - Epoch [4][320/336]	lr: 1.938e-06, eta: 3:29:53, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0076, s0.acc: 99.7064, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0016, s1.acc: 99.8868, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0006, s2.acc: 99.9028, s2.loss_bbox: 0.0211, loss: 0.1528
2022-03-21 03:14:12,892 - mmdet - INFO - Epoch [4][330/336]	lr: 1.938e-06, eta: 3:29:34, time: 0.757, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0075, s0.acc: 99.7073, s0.loss_bbox: 0.0832, s1.loss_cls: 0.0016, s1.acc: 99.8755, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0007, s2.acc: 99.8837, s2.loss_bbox: 0.0222, loss: 0.1580
2022-03-21 03:14:18,531 - mmdet - INFO - Saving checkpoint at 4 epochs
2022-03-21 03:14:55,615 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:14:55,772 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:14:55,773 - mmdet - INFO - Epoch(val) [4][336]	bbox_mAP: 0.3060, bbox_mAP_50: 0.4890, bbox_mAP_75: 0.3430, bbox_mAP_s: 0.3000, bbox_mAP_m: 0.3330, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.306 0.489 0.343 0.300 0.333 -1.000
2022-03-21 03:15:24,020 - mmdet - INFO - Epoch [5][10/336]	lr: 1.938e-06, eta: 3:32:00, time: 2.824, data_time: 2.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6915, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0019, s1.acc: 99.8575, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0007, s2.acc: 99.8923, s2.loss_bbox: 0.0222, loss: 0.1588
2022-03-21 03:15:33,258 - mmdet - INFO - Epoch [5][20/336]	lr: 1.938e-06, eta: 3:31:58, time: 0.924, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7021, s0.loss_bbox: 0.0805, s1.loss_cls: 0.0017, s1.acc: 99.8629, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0006, s2.acc: 99.9188, s2.loss_bbox: 0.0216, loss: 0.1536
2022-03-21 03:15:42,284 - mmdet - INFO - Epoch [5][30/336]	lr: 1.938e-06, eta: 3:31:54, time: 0.903, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6930, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0019, s1.acc: 99.8495, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0009, s2.acc: 99.8811, s2.loss_bbox: 0.0204, loss: 0.1495
2022-03-21 03:15:49,790 - mmdet - INFO - Epoch [5][40/336]	lr: 1.938e-06, eta: 3:31:33, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7107, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0017, s1.acc: 99.8607, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0009, s2.acc: 99.8707, s2.loss_bbox: 0.0205, loss: 0.1506
2022-03-21 03:15:57,115 - mmdet - INFO - Epoch [5][50/336]	lr: 1.938e-06, eta: 3:31:11, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0079, s0.acc: 99.6899, s0.loss_bbox: 0.0820, s1.loss_cls: 0.0017, s1.acc: 99.8693, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0009, s2.acc: 99.8944, s2.loss_bbox: 0.0217, loss: 0.1566
2022-03-21 03:16:04,438 - mmdet - INFO - Epoch [5][60/336]	lr: 1.938e-06, eta: 3:30:49, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.7067, s0.loss_bbox: 0.0822, s1.loss_cls: 0.0017, s1.acc: 99.8617, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0008, s2.acc: 99.8601, s2.loss_bbox: 0.0214, loss: 0.1554
2022-03-21 03:16:13,386 - mmdet - INFO - Epoch [5][70/336]	lr: 1.938e-06, eta: 3:30:44, time: 0.888, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6841, s0.loss_bbox: 0.0807, s1.loss_cls: 0.0016, s1.acc: 99.8801, s1.loss_bbox: 0.0410, s2.loss_cls: 0.0007, s2.acc: 99.8944, s2.loss_bbox: 0.0217, loss: 0.1544
2022-03-21 03:16:21,216 - mmdet - INFO - Epoch [5][80/336]	lr: 1.938e-06, eta: 3:30:27, time: 0.783, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6774, s0.loss_bbox: 0.0850, s1.loss_cls: 0.0020, s1.acc: 99.8488, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0009, s2.acc: 99.8640, s2.loss_bbox: 0.0227, loss: 0.1631
2022-03-21 03:16:30,259 - mmdet - INFO - Epoch [5][90/336]	lr: 1.938e-06, eta: 3:30:23, time: 0.904, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7217, s0.loss_bbox: 0.0774, s1.loss_cls: 0.0015, s1.acc: 99.8841, s1.loss_bbox: 0.0399, s2.loss_cls: 0.0006, s2.acc: 99.8989, s2.loss_bbox: 0.0209, loss: 0.1480
2022-03-21 03:16:38,583 - mmdet - INFO - Epoch [5][100/336]	lr: 1.938e-06, eta: 3:30:13, time: 0.839, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0086, s0.acc: 99.6542, s0.loss_bbox: 0.0847, s1.loss_cls: 0.0021, s1.acc: 99.8344, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0009, s2.acc: 99.8585, s2.loss_bbox: 0.0225, loss: 0.1628
2022-03-21 03:16:46,387 - mmdet - INFO - Epoch [5][110/336]	lr: 1.938e-06, eta: 3:29:56, time: 0.780, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0091, s0.acc: 99.6451, s0.loss_bbox: 0.0810, s1.loss_cls: 0.0026, s1.acc: 99.7712, s1.loss_bbox: 0.0410, s2.loss_cls: 0.0009, s2.acc: 99.8423, s2.loss_bbox: 0.0216, loss: 0.1570
2022-03-21 03:16:53,882 - mmdet - INFO - Epoch [5][120/336]	lr: 1.938e-06, eta: 3:29:36, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0090, s0.acc: 99.6552, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0023, s1.acc: 99.8204, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0010, s2.acc: 99.8575, s2.loss_bbox: 0.0222, loss: 0.1598
2022-03-21 03:17:02,681 - mmdet - INFO - Epoch [5][130/336]	lr: 1.938e-06, eta: 3:29:29, time: 0.873, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7034, s0.loss_bbox: 0.0811, s1.loss_cls: 0.0018, s1.acc: 99.8510, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0007, s2.acc: 99.8955, s2.loss_bbox: 0.0216, loss: 0.1546
2022-03-21 03:17:10,620 - mmdet - INFO - Epoch [5][140/336]	lr: 1.938e-06, eta: 3:29:15, time: 0.801, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7116, s0.loss_bbox: 0.0775, s1.loss_cls: 0.0018, s1.acc: 99.8378, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0008, s2.acc: 99.8677, s2.loss_bbox: 0.0207, loss: 0.1484
2022-03-21 03:17:17,963 - mmdet - INFO - Epoch [5][150/336]	lr: 1.938e-06, eta: 3:28:55, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.7006, s0.loss_bbox: 0.0800, s1.loss_cls: 0.0019, s1.acc: 99.8389, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0008, s2.acc: 99.8751, s2.loss_bbox: 0.0214, loss: 0.1532
2022-03-21 03:17:25,246 - mmdet - INFO - Epoch [5][160/336]	lr: 1.938e-06, eta: 3:28:34, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6829, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0019, s1.acc: 99.8401, s1.loss_bbox: 0.0379, s2.loss_cls: 0.0008, s2.acc: 99.8599, s2.loss_bbox: 0.0201, loss: 0.1462
2022-03-21 03:17:32,570 - mmdet - INFO - Epoch [5][170/336]	lr: 1.938e-06, eta: 3:28:13, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0077, s0.acc: 99.6985, s0.loss_bbox: 0.0800, s1.loss_cls: 0.0017, s1.acc: 99.8606, s1.loss_bbox: 0.0406, s2.loss_cls: 0.0007, s2.acc: 99.8948, s2.loss_bbox: 0.0215, loss: 0.1531
2022-03-21 03:17:40,028 - mmdet - INFO - Epoch [5][180/336]	lr: 1.938e-06, eta: 3:27:54, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6857, s0.loss_bbox: 0.0820, s1.loss_cls: 0.0018, s1.acc: 99.8561, s1.loss_bbox: 0.0419, s2.loss_cls: 0.0008, s2.acc: 99.8789, s2.loss_bbox: 0.0219, loss: 0.1575
2022-03-21 03:17:47,557 - mmdet - INFO - Epoch [5][190/336]	lr: 1.938e-06, eta: 3:27:35, time: 0.746, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.7034, s0.loss_bbox: 0.0807, s1.loss_cls: 0.0018, s1.acc: 99.8493, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0007, s2.acc: 99.8851, s2.loss_bbox: 0.0222, loss: 0.1556
2022-03-21 03:17:56,564 - mmdet - INFO - Epoch [5][200/336]	lr: 1.938e-06, eta: 3:27:31, time: 0.901, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6683, s0.loss_bbox: 0.0841, s1.loss_cls: 0.0022, s1.acc: 99.8344, s1.loss_bbox: 0.0440, s2.loss_cls: 0.0009, s2.acc: 99.8555, s2.loss_bbox: 0.0237, loss: 0.1642
2022-03-21 03:18:05,378 - mmdet - INFO - Epoch [5][210/336]	lr: 1.938e-06, eta: 3:27:26, time: 0.888, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6695, s0.loss_bbox: 0.0796, s1.loss_cls: 0.0022, s1.acc: 99.8332, s1.loss_bbox: 0.0419, s2.loss_cls: 0.0010, s2.acc: 99.8487, s2.loss_bbox: 0.0219, loss: 0.1562
2022-03-21 03:18:12,693 - mmdet - INFO - Epoch [5][220/336]	lr: 1.938e-06, eta: 3:27:06, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0079, s0.acc: 99.6970, s0.loss_bbox: 0.0820, s1.loss_cls: 0.0018, s1.acc: 99.8620, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0007, s2.acc: 99.8888, s2.loss_bbox: 0.0222, loss: 0.1572
2022-03-21 03:18:20,115 - mmdet - INFO - Epoch [5][230/336]	lr: 1.938e-06, eta: 3:26:47, time: 0.742, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0084, s0.acc: 99.6741, s0.loss_bbox: 0.0852, s1.loss_cls: 0.0023, s1.acc: 99.8093, s1.loss_bbox: 0.0445, s2.loss_cls: 0.0010, s2.acc: 99.8361, s2.loss_bbox: 0.0235, loss: 0.1659
2022-03-21 03:18:27,502 - mmdet - INFO - Epoch [5][240/336]	lr: 1.938e-06, eta: 3:26:28, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6674, s0.loss_bbox: 0.0841, s1.loss_cls: 0.0019, s1.acc: 99.8475, s1.loss_bbox: 0.0438, s2.loss_cls: 0.0009, s2.acc: 99.8548, s2.loss_bbox: 0.0230, loss: 0.1630
2022-03-21 03:18:34,903 - mmdet - INFO - Epoch [5][250/336]	lr: 1.938e-06, eta: 3:26:09, time: 0.740, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6777, s0.loss_bbox: 0.0835, s1.loss_cls: 0.0022, s1.acc: 99.8254, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0009, s2.acc: 99.8492, s2.loss_bbox: 0.0229, loss: 0.1617
2022-03-21 03:18:43,926 - mmdet - INFO - Epoch [5][260/336]	lr: 1.938e-06, eta: 3:26:05, time: 0.896, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7226, s0.loss_bbox: 0.0793, s1.loss_cls: 0.0017, s1.acc: 99.8636, s1.loss_bbox: 0.0409, s2.loss_cls: 0.0007, s2.acc: 99.8944, s2.loss_bbox: 0.0219, loss: 0.1524
2022-03-21 03:18:53,133 - mmdet - INFO - Epoch [5][270/336]	lr: 1.938e-06, eta: 3:26:03, time: 0.920, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0093, s0.acc: 99.6457, s0.loss_bbox: 0.0875, s1.loss_cls: 0.0023, s1.acc: 99.8222, s1.loss_bbox: 0.0463, s2.loss_cls: 0.0011, s2.acc: 99.8322, s2.loss_bbox: 0.0243, loss: 0.1718
2022-03-21 03:19:02,211 - mmdet - INFO - Epoch [5][280/336]	lr: 1.938e-06, eta: 3:25:59, time: 0.908, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0084, s0.acc: 99.6680, s0.loss_bbox: 0.0906, s1.loss_cls: 0.0018, s1.acc: 99.8494, s1.loss_bbox: 0.0462, s2.loss_cls: 0.0008, s2.acc: 99.8875, s2.loss_bbox: 0.0245, loss: 0.1731
2022-03-21 03:19:11,275 - mmdet - INFO - Epoch [5][290/336]	lr: 1.938e-06, eta: 3:25:55, time: 0.906, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6643, s0.loss_bbox: 0.0853, s1.loss_cls: 0.0021, s1.acc: 99.8322, s1.loss_bbox: 0.0428, s2.loss_cls: 0.0008, s2.acc: 99.8743, s2.loss_bbox: 0.0228, loss: 0.1631
2022-03-21 03:19:19,277 - mmdet - INFO - Epoch [5][300/336]	lr: 1.938e-06, eta: 3:25:43, time: 0.807, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7079, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0018, s1.acc: 99.8553, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0007, s2.acc: 99.8904, s2.loss_bbox: 0.0231, loss: 0.1600
2022-03-21 03:19:27,366 - mmdet - INFO - Epoch [5][310/336]	lr: 1.938e-06, eta: 3:25:31, time: 0.809, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6832, s0.loss_bbox: 0.0850, s1.loss_cls: 0.0020, s1.acc: 99.8434, s1.loss_bbox: 0.0440, s2.loss_cls: 0.0009, s2.acc: 99.8636, s2.loss_bbox: 0.0234, loss: 0.1645
2022-03-21 03:19:34,682 - mmdet - INFO - Epoch [5][320/336]	lr: 1.938e-06, eta: 3:25:12, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7003, s0.loss_bbox: 0.0766, s1.loss_cls: 0.0019, s1.acc: 99.8462, s1.loss_bbox: 0.0409, s2.loss_cls: 0.0006, s2.acc: 99.9052, s2.loss_bbox: 0.0220, loss: 0.1505
2022-03-21 03:19:42,045 - mmdet - INFO - Epoch [5][330/336]	lr: 1.938e-06, eta: 3:24:53, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7043, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0017, s1.acc: 99.8647, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0007, s2.acc: 99.8954, s2.loss_bbox: 0.0219, loss: 0.1526
2022-03-21 03:19:47,264 - mmdet - INFO - Saving checkpoint at 5 epochs
2022-03-21 03:20:24,483 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:20:24,641 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:20:24,642 - mmdet - INFO - Epoch(val) [5][336]	bbox_mAP: 0.3230, bbox_mAP_50: 0.4890, bbox_mAP_75: 0.3670, bbox_mAP_s: 0.3180, bbox_mAP_m: 0.3460, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.323 0.489 0.367 0.318 0.346 -1.000
2022-03-21 03:20:52,722 - mmdet - INFO - Epoch [6][10/336]	lr: 1.938e-06, eta: 3:26:43, time: 2.807, data_time: 1.965, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.7006, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0020, s1.acc: 99.8293, s1.loss_bbox: 0.0422, s2.loss_cls: 0.0008, s2.acc: 99.8725, s2.loss_bbox: 0.0221, loss: 0.1570
2022-03-21 03:21:00,088 - mmdet - INFO - Epoch [6][20/336]	lr: 1.938e-06, eta: 3:26:24, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6939, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0016, s1.acc: 99.8703, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0007, s2.acc: 99.8887, s2.loss_bbox: 0.0207, loss: 0.1471
2022-03-21 03:21:07,582 - mmdet - INFO - Epoch [6][30/336]	lr: 1.938e-06, eta: 3:26:06, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7183, s0.loss_bbox: 0.0744, s1.loss_cls: 0.0017, s1.acc: 99.8633, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0008, s2.acc: 99.8893, s2.loss_bbox: 0.0198, loss: 0.1424
2022-03-21 03:21:14,926 - mmdet - INFO - Epoch [6][40/336]	lr: 1.938e-06, eta: 3:25:47, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7089, s0.loss_bbox: 0.0772, s1.loss_cls: 0.0017, s1.acc: 99.8623, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0007, s2.acc: 99.8855, s2.loss_bbox: 0.0206, loss: 0.1480
2022-03-21 03:21:22,291 - mmdet - INFO - Epoch [6][50/336]	lr: 1.938e-06, eta: 3:25:29, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7299, s0.loss_bbox: 0.0750, s1.loss_cls: 0.0015, s1.acc: 99.8893, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0006, s2.acc: 99.8987, s2.loss_bbox: 0.0197, loss: 0.1424
2022-03-21 03:21:30,186 - mmdet - INFO - Epoch [6][60/336]	lr: 1.938e-06, eta: 3:25:15, time: 0.790, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6997, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0016, s1.acc: 99.8655, s1.loss_bbox: 0.0406, s2.loss_cls: 0.0008, s2.acc: 99.8735, s2.loss_bbox: 0.0210, loss: 0.1537
2022-03-21 03:21:39,706 - mmdet - INFO - Epoch [6][70/336]	lr: 1.938e-06, eta: 3:25:14, time: 0.952, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7153, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0017, s1.acc: 99.8681, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0008, s2.acc: 99.8808, s2.loss_bbox: 0.0207, loss: 0.1548
2022-03-21 03:21:48,688 - mmdet - INFO - Epoch [6][80/336]	lr: 1.938e-06, eta: 3:25:09, time: 0.898, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7336, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0014, s1.acc: 99.8790, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0005, s2.acc: 99.9206, s2.loss_bbox: 0.0185, loss: 0.1376
2022-03-21 03:21:57,681 - mmdet - INFO - Epoch [6][90/336]	lr: 1.938e-06, eta: 3:25:03, time: 0.892, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0082, s0.acc: 99.6799, s0.loss_bbox: 0.0831, s1.loss_cls: 0.0018, s1.acc: 99.8584, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0007, s2.acc: 99.8919, s2.loss_bbox: 0.0218, loss: 0.1581
2022-03-21 03:22:06,645 - mmdet - INFO - Epoch [6][100/336]	lr: 1.938e-06, eta: 3:24:58, time: 0.897, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7220, s0.loss_bbox: 0.0775, s1.loss_cls: 0.0016, s1.acc: 99.8717, s1.loss_bbox: 0.0395, s2.loss_cls: 0.0006, s2.acc: 99.9066, s2.loss_bbox: 0.0208, loss: 0.1477
2022-03-21 03:22:14,445 - mmdet - INFO - Epoch [6][110/336]	lr: 1.938e-06, eta: 3:24:44, time: 0.786, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6823, s0.loss_bbox: 0.0826, s1.loss_cls: 0.0018, s1.acc: 99.8517, s1.loss_bbox: 0.0423, s2.loss_cls: 0.0007, s2.acc: 99.8965, s2.loss_bbox: 0.0224, loss: 0.1590
2022-03-21 03:22:23,194 - mmdet - INFO - Epoch [6][120/336]	lr: 1.938e-06, eta: 3:24:37, time: 0.875, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6878, s0.loss_bbox: 0.0838, s1.loss_cls: 0.0016, s1.acc: 99.8742, s1.loss_bbox: 0.0419, s2.loss_cls: 0.0007, s2.acc: 99.8918, s2.loss_bbox: 0.0218, loss: 0.1584
2022-03-21 03:22:30,494 - mmdet - INFO - Epoch [6][130/336]	lr: 1.938e-06, eta: 3:24:18, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0073, s0.acc: 99.7141, s0.loss_bbox: 0.0777, s1.loss_cls: 0.0016, s1.acc: 99.8728, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0006, s2.acc: 99.9030, s2.loss_bbox: 0.0210, loss: 0.1495
2022-03-21 03:22:39,333 - mmdet - INFO - Epoch [6][140/336]	lr: 1.938e-06, eta: 3:24:12, time: 0.884, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6863, s0.loss_bbox: 0.0801, s1.loss_cls: 0.0017, s1.acc: 99.8532, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0007, s2.acc: 99.8778, s2.loss_bbox: 0.0218, loss: 0.1539
2022-03-21 03:22:48,267 - mmdet - INFO - Epoch [6][150/336]	lr: 1.938e-06, eta: 3:24:05, time: 0.886, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6829, s0.loss_bbox: 0.0840, s1.loss_cls: 0.0019, s1.acc: 99.8354, s1.loss_bbox: 0.0432, s2.loss_cls: 0.0007, s2.acc: 99.8817, s2.loss_bbox: 0.0231, loss: 0.1619
2022-03-21 03:22:56,016 - mmdet - INFO - Epoch [6][160/336]	lr: 1.938e-06, eta: 3:23:51, time: 0.782, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0089, s0.acc: 99.6417, s0.loss_bbox: 0.0846, s1.loss_cls: 0.0021, s1.acc: 99.8215, s1.loss_bbox: 0.0428, s2.loss_cls: 0.0009, s2.acc: 99.8557, s2.loss_bbox: 0.0226, loss: 0.1628
2022-03-21 03:23:04,677 - mmdet - INFO - Epoch [6][170/336]	lr: 1.938e-06, eta: 3:23:43, time: 0.866, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0074, s0.acc: 99.7122, s0.loss_bbox: 0.0779, s1.loss_cls: 0.0017, s1.acc: 99.8505, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0007, s2.acc: 99.8965, s2.loss_bbox: 0.0213, loss: 0.1502
2022-03-21 03:23:12,932 - mmdet - INFO - Epoch [6][180/336]	lr: 1.938e-06, eta: 3:23:32, time: 0.826, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0086, s0.acc: 99.6597, s0.loss_bbox: 0.0843, s1.loss_cls: 0.0019, s1.acc: 99.8563, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0008, s2.acc: 99.8763, s2.loss_bbox: 0.0225, loss: 0.1620
2022-03-21 03:23:20,531 - mmdet - INFO - Epoch [6][190/336]	lr: 1.938e-06, eta: 3:23:16, time: 0.760, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0084, s0.acc: 99.6884, s0.loss_bbox: 0.0796, s1.loss_cls: 0.0021, s1.acc: 99.8351, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0008, s2.acc: 99.8573, s2.loss_bbox: 0.0213, loss: 0.1539
2022-03-21 03:23:29,261 - mmdet - INFO - Epoch [6][200/336]	lr: 1.938e-06, eta: 3:23:09, time: 0.873, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6674, s0.loss_bbox: 0.0825, s1.loss_cls: 0.0019, s1.acc: 99.8442, s1.loss_bbox: 0.0416, s2.loss_cls: 0.0009, s2.acc: 99.8667, s2.loss_bbox: 0.0220, loss: 0.1582
2022-03-21 03:23:36,613 - mmdet - INFO - Epoch [6][210/336]	lr: 1.938e-06, eta: 3:22:52, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7052, s0.loss_bbox: 0.0826, s1.loss_cls: 0.0018, s1.acc: 99.8579, s1.loss_bbox: 0.0410, s2.loss_cls: 0.0008, s2.acc: 99.8923, s2.loss_bbox: 0.0214, loss: 0.1558
2022-03-21 03:23:44,054 - mmdet - INFO - Epoch [6][220/336]	lr: 1.938e-06, eta: 3:22:35, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6729, s0.loss_bbox: 0.0783, s1.loss_cls: 0.0021, s1.acc: 99.8387, s1.loss_bbox: 0.0395, s2.loss_cls: 0.0008, s2.acc: 99.8758, s2.loss_bbox: 0.0208, loss: 0.1504
2022-03-21 03:23:51,379 - mmdet - INFO - Epoch [6][230/336]	lr: 1.938e-06, eta: 3:22:17, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0075, s0.acc: 99.7049, s0.loss_bbox: 0.0819, s1.loss_cls: 0.0017, s1.acc: 99.8598, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0006, s2.acc: 99.9033, s2.loss_bbox: 0.0216, loss: 0.1557
2022-03-21 03:23:58,689 - mmdet - INFO - Epoch [6][240/336]	lr: 1.938e-06, eta: 3:21:59, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6954, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0019, s1.acc: 99.8308, s1.loss_bbox: 0.0401, s2.loss_cls: 0.0008, s2.acc: 99.8646, s2.loss_bbox: 0.0210, loss: 0.1516
2022-03-21 03:24:06,035 - mmdet - INFO - Epoch [6][250/336]	lr: 1.938e-06, eta: 3:21:42, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6942, s0.loss_bbox: 0.0796, s1.loss_cls: 0.0017, s1.acc: 99.8654, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0006, s2.acc: 99.9023, s2.loss_bbox: 0.0214, loss: 0.1524
2022-03-21 03:24:13,800 - mmdet - INFO - Epoch [6][260/336]	lr: 1.938e-06, eta: 3:21:27, time: 0.763, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6844, s0.loss_bbox: 0.0832, s1.loss_cls: 0.0017, s1.acc: 99.8567, s1.loss_bbox: 0.0427, s2.loss_cls: 0.0006, s2.acc: 99.8950, s2.loss_bbox: 0.0225, loss: 0.1596
2022-03-21 03:24:21,520 - mmdet - INFO - Epoch [6][270/336]	lr: 1.938e-06, eta: 3:21:14, time: 0.786, data_time: 0.023, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7079, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0016, s1.acc: 99.8619, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0006, s2.acc: 99.9110, s2.loss_bbox: 0.0220, loss: 0.1553
2022-03-21 03:24:29,698 - mmdet - INFO - Epoch [6][280/336]	lr: 1.938e-06, eta: 3:21:03, time: 0.818, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0089, s0.acc: 99.6664, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0023, s1.acc: 99.8182, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0010, s2.acc: 99.8398, s2.loss_bbox: 0.0218, loss: 0.1565
2022-03-21 03:24:37,054 - mmdet - INFO - Epoch [6][290/336]	lr: 1.938e-06, eta: 3:20:46, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6622, s0.loss_bbox: 0.0839, s1.loss_cls: 0.0018, s1.acc: 99.8567, s1.loss_bbox: 0.0425, s2.loss_cls: 0.0006, s2.acc: 99.9175, s2.loss_bbox: 0.0224, loss: 0.1605
2022-03-21 03:24:44,411 - mmdet - INFO - Epoch [6][300/336]	lr: 1.938e-06, eta: 3:20:29, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6698, s0.loss_bbox: 0.0794, s1.loss_cls: 0.0020, s1.acc: 99.8333, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0008, s2.acc: 99.8810, s2.loss_bbox: 0.0219, loss: 0.1545
2022-03-21 03:24:52,155 - mmdet - INFO - Epoch [6][310/336]	lr: 1.938e-06, eta: 3:20:15, time: 0.768, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0075, s0.acc: 99.7198, s0.loss_bbox: 0.0802, s1.loss_cls: 0.0019, s1.acc: 99.8407, s1.loss_bbox: 0.0402, s2.loss_cls: 0.0008, s2.acc: 99.8600, s2.loss_bbox: 0.0213, loss: 0.1528
2022-03-21 03:25:01,320 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:25:01,321 - mmdet - INFO - Epoch [6][320/336]	lr: 1.938e-06, eta: 3:20:11, time: 0.916, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6841, s0.loss_bbox: 0.0832, s1.loss_cls: 0.0019, s1.acc: 99.8507, s1.loss_bbox: 0.0426, s2.loss_cls: 0.0009, s2.acc: 99.8453, s2.loss_bbox: 0.0225, loss: 0.1601
2022-03-21 03:25:10,326 - mmdet - INFO - Epoch [6][330/336]	lr: 1.938e-06, eta: 3:20:06, time: 0.901, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7202, s0.loss_bbox: 0.0800, s1.loss_cls: 0.0016, s1.acc: 99.8703, s1.loss_bbox: 0.0409, s2.loss_cls: 0.0006, s2.acc: 99.9213, s2.loss_bbox: 0.0211, loss: 0.1523
2022-03-21 03:25:15,731 - mmdet - INFO - Saving checkpoint at 6 epochs
2022-03-21 03:25:52,543 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:25:52,704 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:25:52,705 - mmdet - INFO - Epoch(val) [6][336]	bbox_mAP: 0.3330, bbox_mAP_50: 0.4940, bbox_mAP_75: 0.3880, bbox_mAP_s: 0.3260, bbox_mAP_m: 0.3600, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.333 0.494 0.388 0.326 0.360 -1.000
2022-03-21 03:26:20,405 - mmdet - INFO - Epoch [7][10/336]	lr: 1.938e-06, eta: 3:21:30, time: 2.768, data_time: 1.829, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.7031, s0.loss_bbox: 0.0763, s1.loss_cls: 0.0017, s1.acc: 99.8519, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0006, s2.acc: 99.8879, s2.loss_bbox: 0.0198, loss: 0.1456
2022-03-21 03:26:28,338 - mmdet - INFO - Epoch [7][20/336]	lr: 1.938e-06, eta: 3:21:17, time: 0.793, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0085, s0.acc: 99.6689, s0.loss_bbox: 0.0839, s1.loss_cls: 0.0020, s1.acc: 99.8375, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0008, s2.acc: 99.8766, s2.loss_bbox: 0.0219, loss: 0.1597
2022-03-21 03:26:36,822 - mmdet - INFO - Epoch [7][30/336]	lr: 1.938e-06, eta: 3:21:08, time: 0.848, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6732, s0.loss_bbox: 0.0793, s1.loss_cls: 0.0019, s1.acc: 99.8486, s1.loss_bbox: 0.0397, s2.loss_cls: 0.0008, s2.acc: 99.8865, s2.loss_bbox: 0.0205, loss: 0.1511
2022-03-21 03:26:44,163 - mmdet - INFO - Epoch [7][40/336]	lr: 1.938e-06, eta: 3:20:51, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7171, s0.loss_bbox: 0.0773, s1.loss_cls: 0.0016, s1.acc: 99.8773, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0007, s2.acc: 99.9051, s2.loss_bbox: 0.0201, loss: 0.1469
2022-03-21 03:26:51,713 - mmdet - INFO - Epoch [7][50/336]	lr: 1.938e-06, eta: 3:20:36, time: 0.752, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7256, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0017, s1.acc: 99.8817, s1.loss_bbox: 0.0368, s2.loss_cls: 0.0007, s2.acc: 99.8935, s2.loss_bbox: 0.0189, loss: 0.1399
2022-03-21 03:26:59,035 - mmdet - INFO - Epoch [7][60/336]	lr: 1.938e-06, eta: 3:20:19, time: 0.735, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7238, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0015, s1.acc: 99.8710, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0007, s2.acc: 99.8864, s2.loss_bbox: 0.0193, loss: 0.1430
2022-03-21 03:27:07,283 - mmdet - INFO - Epoch [7][70/336]	lr: 1.938e-06, eta: 3:20:08, time: 0.818, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0077, s0.acc: 99.6997, s0.loss_bbox: 0.0814, s1.loss_cls: 0.0019, s1.acc: 99.8509, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0009, s2.acc: 99.8807, s2.loss_bbox: 0.0206, loss: 0.1536
2022-03-21 03:27:14,808 - mmdet - INFO - Epoch [7][80/336]	lr: 1.938e-06, eta: 3:19:53, time: 0.760, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6970, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0015, s1.acc: 99.8704, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0007, s2.acc: 99.8730, s2.loss_bbox: 0.0198, loss: 0.1442
2022-03-21 03:27:22,160 - mmdet - INFO - Epoch [7][90/336]	lr: 1.938e-06, eta: 3:19:36, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0084, s0.acc: 99.6661, s0.loss_bbox: 0.0798, s1.loss_cls: 0.0020, s1.acc: 99.8337, s1.loss_bbox: 0.0398, s2.loss_cls: 0.0008, s2.acc: 99.8769, s2.loss_bbox: 0.0206, loss: 0.1521
2022-03-21 03:27:30,489 - mmdet - INFO - Epoch [7][100/336]	lr: 1.938e-06, eta: 3:19:26, time: 0.827, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0086, s0.acc: 99.6738, s0.loss_bbox: 0.0874, s1.loss_cls: 0.0019, s1.acc: 99.8619, s1.loss_bbox: 0.0433, s2.loss_cls: 0.0007, s2.acc: 99.9005, s2.loss_bbox: 0.0226, loss: 0.1652
2022-03-21 03:27:38,230 - mmdet - INFO - Epoch [7][110/336]	lr: 1.938e-06, eta: 3:19:13, time: 0.780, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6872, s0.loss_bbox: 0.0810, s1.loss_cls: 0.0017, s1.acc: 99.8632, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0007, s2.acc: 99.8924, s2.loss_bbox: 0.0216, loss: 0.1549
2022-03-21 03:27:46,395 - mmdet - INFO - Epoch [7][120/336]	lr: 1.938e-06, eta: 3:19:00, time: 0.797, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6902, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0018, s1.acc: 99.8649, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0007, s2.acc: 99.8910, s2.loss_bbox: 0.0204, loss: 0.1504
2022-03-21 03:27:54,046 - mmdet - INFO - Epoch [7][130/336]	lr: 1.938e-06, eta: 3:18:47, time: 0.785, data_time: 0.029, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0066, s0.acc: 99.7412, s0.loss_bbox: 0.0752, s1.loss_cls: 0.0014, s1.acc: 99.8859, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0005, s2.acc: 99.9178, s2.loss_bbox: 0.0197, loss: 0.1416
2022-03-21 03:28:01,343 - mmdet - INFO - Epoch [7][140/336]	lr: 1.938e-06, eta: 3:18:31, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7205, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0015, s1.acc: 99.8699, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.8865, s2.loss_bbox: 0.0207, loss: 0.1494
2022-03-21 03:28:08,649 - mmdet - INFO - Epoch [7][150/336]	lr: 1.938e-06, eta: 3:18:14, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6899, s0.loss_bbox: 0.0823, s1.loss_cls: 0.0015, s1.acc: 99.8779, s1.loss_bbox: 0.0402, s2.loss_cls: 0.0006, s2.acc: 99.8998, s2.loss_bbox: 0.0206, loss: 0.1539
2022-03-21 03:28:15,903 - mmdet - INFO - Epoch [7][160/336]	lr: 1.938e-06, eta: 3:17:58, time: 0.725, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7165, s0.loss_bbox: 0.0813, s1.loss_cls: 0.0013, s1.acc: 99.9002, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0006, s2.acc: 99.9048, s2.loss_bbox: 0.0204, loss: 0.1512
2022-03-21 03:28:23,378 - mmdet - INFO - Epoch [7][170/336]	lr: 1.938e-06, eta: 3:17:43, time: 0.747, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0081, s0.acc: 99.6933, s0.loss_bbox: 0.0815, s1.loss_cls: 0.0014, s1.acc: 99.8938, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0005, s2.acc: 99.9160, s2.loss_bbox: 0.0210, loss: 0.1541
2022-03-21 03:28:30,680 - mmdet - INFO - Epoch [7][180/336]	lr: 1.938e-06, eta: 3:17:26, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6841, s0.loss_bbox: 0.0842, s1.loss_cls: 0.0016, s1.acc: 99.8686, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0006, s2.acc: 99.9008, s2.loss_bbox: 0.0214, loss: 0.1581
2022-03-21 03:28:37,984 - mmdet - INFO - Epoch [7][190/336]	lr: 1.938e-06, eta: 3:17:10, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7128, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0015, s1.acc: 99.8783, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0006, s2.acc: 99.9011, s2.loss_bbox: 0.0208, loss: 0.1515
2022-03-21 03:28:45,256 - mmdet - INFO - Epoch [7][200/336]	lr: 1.938e-06, eta: 3:16:54, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6893, s0.loss_bbox: 0.0842, s1.loss_cls: 0.0015, s1.acc: 99.8697, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0007, s2.acc: 99.8879, s2.loss_bbox: 0.0216, loss: 0.1590
2022-03-21 03:28:52,762 - mmdet - INFO - Epoch [7][210/336]	lr: 1.938e-06, eta: 3:16:40, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7043, s0.loss_bbox: 0.0805, s1.loss_cls: 0.0016, s1.acc: 99.8715, s1.loss_bbox: 0.0398, s2.loss_cls: 0.0006, s2.acc: 99.9072, s2.loss_bbox: 0.0205, loss: 0.1515
2022-03-21 03:29:00,808 - mmdet - INFO - Epoch [7][220/336]	lr: 1.938e-06, eta: 3:16:28, time: 0.805, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0078, s0.acc: 99.7009, s0.loss_bbox: 0.0857, s1.loss_cls: 0.0019, s1.acc: 99.8521, s1.loss_bbox: 0.0422, s2.loss_cls: 0.0007, s2.acc: 99.8940, s2.loss_bbox: 0.0217, loss: 0.1608
2022-03-21 03:29:08,105 - mmdet - INFO - Epoch [7][230/336]	lr: 1.938e-06, eta: 3:16:12, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6902, s0.loss_bbox: 0.0821, s1.loss_cls: 0.0017, s1.acc: 99.8710, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0007, s2.acc: 99.8932, s2.loss_bbox: 0.0213, loss: 0.1556
2022-03-21 03:29:15,449 - mmdet - INFO - Epoch [7][240/336]	lr: 1.938e-06, eta: 3:15:57, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6762, s0.loss_bbox: 0.0863, s1.loss_cls: 0.0018, s1.acc: 99.8577, s1.loss_bbox: 0.0427, s2.loss_cls: 0.0006, s2.acc: 99.8970, s2.loss_bbox: 0.0220, loss: 0.1621
2022-03-21 03:29:22,815 - mmdet - INFO - Epoch [7][250/336]	lr: 1.938e-06, eta: 3:15:42, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6896, s0.loss_bbox: 0.0863, s1.loss_cls: 0.0017, s1.acc: 99.8558, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0008, s2.acc: 99.8726, s2.loss_bbox: 0.0225, loss: 0.1633
2022-03-21 03:29:30,362 - mmdet - INFO - Epoch [7][260/336]	lr: 1.938e-06, eta: 3:15:27, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6967, s0.loss_bbox: 0.0815, s1.loss_cls: 0.0016, s1.acc: 99.8720, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0006, s2.acc: 99.9031, s2.loss_bbox: 0.0215, loss: 0.1549
2022-03-21 03:29:39,567 - mmdet - INFO - Epoch [7][270/336]	lr: 1.938e-06, eta: 3:15:23, time: 0.921, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6725, s0.loss_bbox: 0.0872, s1.loss_cls: 0.0018, s1.acc: 99.8404, s1.loss_bbox: 0.0441, s2.loss_cls: 0.0009, s2.acc: 99.8562, s2.loss_bbox: 0.0228, loss: 0.1661
2022-03-21 03:29:48,616 - mmdet - INFO - Epoch [7][280/336]	lr: 1.938e-06, eta: 3:15:18, time: 0.905, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6686, s0.loss_bbox: 0.0869, s1.loss_cls: 0.0019, s1.acc: 99.8526, s1.loss_bbox: 0.0434, s2.loss_cls: 0.0007, s2.acc: 99.8999, s2.loss_bbox: 0.0226, loss: 0.1649
2022-03-21 03:29:56,409 - mmdet - INFO - Epoch [7][290/336]	lr: 1.938e-06, eta: 3:15:06, time: 0.786, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6912, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0018, s1.acc: 99.8326, s1.loss_bbox: 0.0421, s2.loss_cls: 0.0008, s2.acc: 99.8563, s2.loss_bbox: 0.0219, loss: 0.1581
2022-03-21 03:30:03,930 - mmdet - INFO - Epoch [7][300/336]	lr: 1.938e-06, eta: 3:14:52, time: 0.752, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0089, s0.acc: 99.6539, s0.loss_bbox: 0.0870, s1.loss_cls: 0.0023, s1.acc: 99.8297, s1.loss_bbox: 0.0437, s2.loss_cls: 0.0009, s2.acc: 99.8364, s2.loss_bbox: 0.0231, loss: 0.1668
2022-03-21 03:30:11,471 - mmdet - INFO - Epoch [7][310/336]	lr: 1.938e-06, eta: 3:14:38, time: 0.754, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7025, s0.loss_bbox: 0.0852, s1.loss_cls: 0.0016, s1.acc: 99.8743, s1.loss_bbox: 0.0433, s2.loss_cls: 0.0006, s2.acc: 99.9038, s2.loss_bbox: 0.0226, loss: 0.1619
2022-03-21 03:30:19,658 - mmdet - INFO - Epoch [7][320/336]	lr: 1.938e-06, eta: 3:14:28, time: 0.819, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7006, s0.loss_bbox: 0.0801, s1.loss_cls: 0.0019, s1.acc: 99.8570, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.9018, s2.loss_bbox: 0.0208, loss: 0.1509
2022-03-21 03:30:26,974 - mmdet - INFO - Epoch [7][330/336]	lr: 1.938e-06, eta: 3:14:13, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6805, s0.loss_bbox: 0.0833, s1.loss_cls: 0.0019, s1.acc: 99.8444, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0008, s2.acc: 99.8672, s2.loss_bbox: 0.0217, loss: 0.1583
2022-03-21 03:30:32,475 - mmdet - INFO - Saving checkpoint at 7 epochs
2022-03-21 03:31:09,920 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:31:10,077 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:31:10,078 - mmdet - INFO - Epoch(val) [7][336]	bbox_mAP: 0.3510, bbox_mAP_50: 0.4940, bbox_mAP_75: 0.4210, bbox_mAP_s: 0.3420, bbox_mAP_m: 0.3800, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.351 0.494 0.421 0.342 0.380 -1.000
2022-03-21 03:31:37,439 - mmdet - INFO - Epoch [8][10/336]	lr: 1.938e-06, eta: 3:15:19, time: 2.728, data_time: 1.884, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6973, s0.loss_bbox: 0.0832, s1.loss_cls: 0.0016, s1.acc: 99.8717, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0006, s2.acc: 99.9052, s2.loss_bbox: 0.0213, loss: 0.1565
2022-03-21 03:31:46,513 - mmdet - INFO - Epoch [8][20/336]	lr: 1.938e-06, eta: 3:15:14, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6982, s0.loss_bbox: 0.0849, s1.loss_cls: 0.0023, s1.acc: 99.8279, s1.loss_bbox: 0.0427, s2.loss_cls: 0.0008, s2.acc: 99.8627, s2.loss_bbox: 0.0221, loss: 0.1618
2022-03-21 03:31:55,489 - mmdet - INFO - Epoch [8][30/336]	lr: 1.938e-06, eta: 3:15:08, time: 0.897, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6832, s0.loss_bbox: 0.0843, s1.loss_cls: 0.0015, s1.acc: 99.8803, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0006, s2.acc: 99.9096, s2.loss_bbox: 0.0210, loss: 0.1567
2022-03-21 03:32:03,907 - mmdet - INFO - Epoch [8][40/336]	lr: 1.938e-06, eta: 3:15:00, time: 0.848, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6741, s0.loss_bbox: 0.0828, s1.loss_cls: 0.0018, s1.acc: 99.8416, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0008, s2.acc: 99.8635, s2.loss_bbox: 0.0215, loss: 0.1570
2022-03-21 03:32:11,219 - mmdet - INFO - Epoch [8][50/336]	lr: 1.938e-06, eta: 3:14:44, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6674, s0.loss_bbox: 0.0832, s1.loss_cls: 0.0020, s1.acc: 99.8391, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0007, s2.acc: 99.8875, s2.loss_bbox: 0.0218, loss: 0.1590
2022-03-21 03:32:18,532 - mmdet - INFO - Epoch [8][60/336]	lr: 1.938e-06, eta: 3:14:29, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7144, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0015, s1.acc: 99.8756, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0006, s2.acc: 99.9079, s2.loss_bbox: 0.0190, loss: 0.1394
2022-03-21 03:32:26,097 - mmdet - INFO - Epoch [8][70/336]	lr: 1.938e-06, eta: 3:14:15, time: 0.756, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7058, s0.loss_bbox: 0.0768, s1.loss_cls: 0.0020, s1.acc: 99.8325, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0008, s2.acc: 99.8760, s2.loss_bbox: 0.0207, loss: 0.1478
2022-03-21 03:32:34,613 - mmdet - INFO - Epoch [8][80/336]	lr: 1.938e-06, eta: 3:14:07, time: 0.852, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7012, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0018, s1.acc: 99.8490, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0006, s2.acc: 99.8952, s2.loss_bbox: 0.0201, loss: 0.1485
2022-03-21 03:32:42,183 - mmdet - INFO - Epoch [8][90/336]	lr: 1.938e-06, eta: 3:13:53, time: 0.756, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6848, s0.loss_bbox: 0.0821, s1.loss_cls: 0.0017, s1.acc: 99.8629, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0006, s2.acc: 99.9130, s2.loss_bbox: 0.0216, loss: 0.1562
2022-03-21 03:32:49,569 - mmdet - INFO - Epoch [8][100/336]	lr: 1.938e-06, eta: 3:13:38, time: 0.738, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6780, s0.loss_bbox: 0.0867, s1.loss_cls: 0.0018, s1.acc: 99.8557, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0005, s2.acc: 99.9224, s2.loss_bbox: 0.0227, loss: 0.1639
2022-03-21 03:32:56,925 - mmdet - INFO - Epoch [8][110/336]	lr: 1.938e-06, eta: 3:13:23, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6768, s0.loss_bbox: 0.0840, s1.loss_cls: 0.0019, s1.acc: 99.8478, s1.loss_bbox: 0.0429, s2.loss_cls: 0.0006, s2.acc: 99.8979, s2.loss_bbox: 0.0224, loss: 0.1610
2022-03-21 03:33:04,572 - mmdet - INFO - Epoch [8][120/336]	lr: 1.938e-06, eta: 3:13:10, time: 0.765, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0089, s0.acc: 99.6533, s0.loss_bbox: 0.0843, s1.loss_cls: 0.0020, s1.acc: 99.8511, s1.loss_bbox: 0.0427, s2.loss_cls: 0.0007, s2.acc: 99.8974, s2.loss_bbox: 0.0220, loss: 0.1616
2022-03-21 03:33:12,834 - mmdet - INFO - Epoch [8][130/336]	lr: 1.938e-06, eta: 3:13:00, time: 0.826, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0090, s0.acc: 99.6356, s0.loss_bbox: 0.0875, s1.loss_cls: 0.0020, s1.acc: 99.8396, s1.loss_bbox: 0.0436, s2.loss_cls: 0.0008, s2.acc: 99.8763, s2.loss_bbox: 0.0227, loss: 0.1665
2022-03-21 03:33:20,910 - mmdet - INFO - Epoch [8][140/336]	lr: 1.938e-06, eta: 3:12:49, time: 0.801, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6875, s0.loss_bbox: 0.0815, s1.loss_cls: 0.0022, s1.acc: 99.8265, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0008, s2.acc: 99.8710, s2.loss_bbox: 0.0217, loss: 0.1567
2022-03-21 03:33:28,537 - mmdet - INFO - Epoch [8][150/336]	lr: 1.938e-06, eta: 3:12:36, time: 0.769, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6808, s0.loss_bbox: 0.0830, s1.loss_cls: 0.0018, s1.acc: 99.8546, s1.loss_bbox: 0.0421, s2.loss_cls: 0.0007, s2.acc: 99.8857, s2.loss_bbox: 0.0223, loss: 0.1587
2022-03-21 03:33:35,907 - mmdet - INFO - Epoch [8][160/336]	lr: 1.938e-06, eta: 3:12:22, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6640, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0018, s1.acc: 99.8597, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.8776, s2.loss_bbox: 0.0208, loss: 0.1505
2022-03-21 03:33:43,802 - mmdet - INFO - Epoch [8][170/336]	lr: 1.938e-06, eta: 3:12:09, time: 0.772, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6954, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0017, s1.acc: 99.8589, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0007, s2.acc: 99.8838, s2.loss_bbox: 0.0210, loss: 0.1530
2022-03-21 03:33:51,597 - mmdet - INFO - Epoch [8][180/336]	lr: 1.938e-06, eta: 3:11:58, time: 0.797, data_time: 0.027, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6930, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0019, s1.acc: 99.8445, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0009, s2.acc: 99.8633, s2.loss_bbox: 0.0215, loss: 0.1545
2022-03-21 03:34:00,512 - mmdet - INFO - Epoch [8][190/336]	lr: 1.938e-06, eta: 3:11:52, time: 0.885, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7098, s0.loss_bbox: 0.0811, s1.loss_cls: 0.0016, s1.acc: 99.8733, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0006, s2.acc: 99.9086, s2.loss_bbox: 0.0212, loss: 0.1532
2022-03-21 03:34:08,459 - mmdet - INFO - Epoch [8][200/336]	lr: 1.938e-06, eta: 3:11:41, time: 0.801, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6698, s0.loss_bbox: 0.0838, s1.loss_cls: 0.0020, s1.acc: 99.8511, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0009, s2.acc: 99.8695, s2.loss_bbox: 0.0216, loss: 0.1593
2022-03-21 03:34:15,766 - mmdet - INFO - Epoch [8][210/336]	lr: 1.938e-06, eta: 3:11:26, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6893, s0.loss_bbox: 0.0833, s1.loss_cls: 0.0019, s1.acc: 99.8362, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0008, s2.acc: 99.8760, s2.loss_bbox: 0.0212, loss: 0.1571
2022-03-21 03:34:23,301 - mmdet - INFO - Epoch [8][220/336]	lr: 1.938e-06, eta: 3:11:13, time: 0.753, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6545, s0.loss_bbox: 0.0799, s1.loss_cls: 0.0019, s1.acc: 99.8386, s1.loss_bbox: 0.0410, s2.loss_cls: 0.0007, s2.acc: 99.8801, s2.loss_bbox: 0.0215, loss: 0.1543
2022-03-21 03:34:30,616 - mmdet - INFO - Epoch [8][230/336]	lr: 1.938e-06, eta: 3:10:58, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6866, s0.loss_bbox: 0.0839, s1.loss_cls: 0.0018, s1.acc: 99.8513, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0007, s2.acc: 99.8920, s2.loss_bbox: 0.0215, loss: 0.1583
2022-03-21 03:34:37,934 - mmdet - INFO - Epoch [8][240/336]	lr: 1.938e-06, eta: 3:10:44, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6915, s0.loss_bbox: 0.0824, s1.loss_cls: 0.0016, s1.acc: 99.8681, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0006, s2.acc: 99.8992, s2.loss_bbox: 0.0223, loss: 0.1580
2022-03-21 03:34:45,263 - mmdet - INFO - Epoch [8][250/336]	lr: 1.938e-06, eta: 3:10:30, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6838, s0.loss_bbox: 0.0797, s1.loss_cls: 0.0018, s1.acc: 99.8635, s1.loss_bbox: 0.0409, s2.loss_cls: 0.0007, s2.acc: 99.9010, s2.loss_bbox: 0.0214, loss: 0.1535
2022-03-21 03:34:52,602 - mmdet - INFO - Epoch [8][260/336]	lr: 1.938e-06, eta: 3:10:15, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6600, s0.loss_bbox: 0.0870, s1.loss_cls: 0.0020, s1.acc: 99.8391, s1.loss_bbox: 0.0445, s2.loss_cls: 0.0007, s2.acc: 99.8871, s2.loss_bbox: 0.0236, loss: 0.1672
2022-03-21 03:35:00,478 - mmdet - INFO - Epoch [8][270/336]	lr: 1.938e-06, eta: 3:10:04, time: 0.787, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0090, s0.acc: 99.6475, s0.loss_bbox: 0.0866, s1.loss_cls: 0.0019, s1.acc: 99.8469, s1.loss_bbox: 0.0445, s2.loss_cls: 0.0007, s2.acc: 99.8923, s2.loss_bbox: 0.0237, loss: 0.1672
2022-03-21 03:35:08,306 - mmdet - INFO - Epoch [8][280/336]	lr: 1.938e-06, eta: 3:09:52, time: 0.783, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6713, s0.loss_bbox: 0.0846, s1.loss_cls: 0.0020, s1.acc: 99.8415, s1.loss_bbox: 0.0439, s2.loss_cls: 0.0009, s2.acc: 99.8487, s2.loss_bbox: 0.0228, loss: 0.1636
2022-03-21 03:35:15,615 - mmdet - INFO - Epoch [8][290/336]	lr: 1.938e-06, eta: 3:09:38, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6954, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0020, s1.acc: 99.8429, s1.loss_bbox: 0.0391, s2.loss_cls: 0.0007, s2.acc: 99.8962, s2.loss_bbox: 0.0205, loss: 0.1464
2022-03-21 03:35:22,950 - mmdet - INFO - Epoch [8][300/336]	lr: 1.938e-06, eta: 3:09:24, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6811, s0.loss_bbox: 0.0776, s1.loss_cls: 0.0016, s1.acc: 99.8654, s1.loss_bbox: 0.0401, s2.loss_cls: 0.0006, s2.acc: 99.8950, s2.loss_bbox: 0.0212, loss: 0.1499
2022-03-21 03:35:30,502 - mmdet - INFO - Epoch [8][310/336]	lr: 1.938e-06, eta: 3:09:11, time: 0.755, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0091, s0.acc: 99.6414, s0.loss_bbox: 0.0815, s1.loss_cls: 0.0021, s1.acc: 99.8234, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0008, s2.acc: 99.8683, s2.loss_bbox: 0.0221, loss: 0.1581
2022-03-21 03:35:37,829 - mmdet - INFO - Epoch [8][320/336]	lr: 1.938e-06, eta: 3:08:57, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6628, s0.loss_bbox: 0.0816, s1.loss_cls: 0.0018, s1.acc: 99.8562, s1.loss_bbox: 0.0416, s2.loss_cls: 0.0007, s2.acc: 99.8884, s2.loss_bbox: 0.0221, loss: 0.1572
2022-03-21 03:35:45,378 - mmdet - INFO - Epoch [8][330/336]	lr: 1.938e-06, eta: 3:08:44, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6848, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0020, s1.acc: 99.8319, s1.loss_bbox: 0.0428, s2.loss_cls: 0.0007, s2.acc: 99.8772, s2.loss_bbox: 0.0226, loss: 0.1586
2022-03-21 03:35:50,619 - mmdet - INFO - Saving checkpoint at 8 epochs
2022-03-21 03:36:27,462 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:36:27,621 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:36:27,622 - mmdet - INFO - Epoch(val) [8][336]	bbox_mAP: 0.3590, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4230, bbox_mAP_s: 0.3530, bbox_mAP_m: 0.3840, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.359 0.495 0.423 0.353 0.384 -1.000
2022-03-21 03:36:54,584 - mmdet - INFO - Epoch [9][10/336]	lr: 1.938e-06, eta: 3:09:38, time: 2.695, data_time: 1.970, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0090, s0.acc: 99.6478, s0.loss_bbox: 0.0855, s1.loss_cls: 0.0020, s1.acc: 99.8360, s1.loss_bbox: 0.0429, s2.loss_cls: 0.0008, s2.acc: 99.8771, s2.loss_bbox: 0.0228, loss: 0.1638
2022-03-21 03:37:02,497 - mmdet - INFO - Epoch [9][20/336]	lr: 1.938e-06, eta: 3:09:26, time: 0.784, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6875, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0019, s1.acc: 99.8335, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0008, s2.acc: 99.8808, s2.loss_bbox: 0.0214, loss: 0.1528
2022-03-21 03:37:11,308 - mmdet - INFO - Epoch [9][30/336]	lr: 1.938e-06, eta: 3:09:20, time: 0.888, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6823, s0.loss_bbox: 0.0835, s1.loss_cls: 0.0018, s1.acc: 99.8525, s1.loss_bbox: 0.0432, s2.loss_cls: 0.0008, s2.acc: 99.8751, s2.loss_bbox: 0.0226, loss: 0.1610
2022-03-21 03:37:18,790 - mmdet - INFO - Epoch [9][40/336]	lr: 1.938e-06, eta: 3:09:06, time: 0.748, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0085, s0.acc: 99.6729, s0.loss_bbox: 0.0817, s1.loss_cls: 0.0020, s1.acc: 99.8437, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0009, s2.acc: 99.8592, s2.loss_bbox: 0.0217, loss: 0.1576
2022-03-21 03:37:26,132 - mmdet - INFO - Epoch [9][50/336]	lr: 1.938e-06, eta: 3:08:52, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6677, s0.loss_bbox: 0.0839, s1.loss_cls: 0.0020, s1.acc: 99.8380, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0008, s2.acc: 99.8602, s2.loss_bbox: 0.0222, loss: 0.1603
2022-03-21 03:37:33,439 - mmdet - INFO - Epoch [9][60/336]	lr: 1.938e-06, eta: 3:08:38, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6719, s0.loss_bbox: 0.0871, s1.loss_cls: 0.0020, s1.acc: 99.8281, s1.loss_bbox: 0.0445, s2.loss_cls: 0.0008, s2.acc: 99.8786, s2.loss_bbox: 0.0234, loss: 0.1671
2022-03-21 03:37:40,944 - mmdet - INFO - Epoch [9][70/336]	lr: 1.938e-06, eta: 3:08:25, time: 0.751, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0080, s0.acc: 99.6811, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0018, s1.acc: 99.8518, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0007, s2.acc: 99.8797, s2.loss_bbox: 0.0210, loss: 0.1547
2022-03-21 03:37:48,287 - mmdet - INFO - Epoch [9][80/336]	lr: 1.938e-06, eta: 3:08:11, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0082, s0.acc: 99.6774, s0.loss_bbox: 0.0858, s1.loss_cls: 0.0019, s1.acc: 99.8379, s1.loss_bbox: 0.0426, s2.loss_cls: 0.0007, s2.acc: 99.8949, s2.loss_bbox: 0.0222, loss: 0.1622
2022-03-21 03:37:55,641 - mmdet - INFO - Epoch [9][90/336]	lr: 1.938e-06, eta: 3:07:58, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6619, s0.loss_bbox: 0.0868, s1.loss_cls: 0.0018, s1.acc: 99.8469, s1.loss_bbox: 0.0440, s2.loss_cls: 0.0007, s2.acc: 99.8877, s2.loss_bbox: 0.0230, loss: 0.1659
2022-03-21 03:38:03,889 - mmdet - INFO - Epoch [9][100/336]	lr: 1.938e-06, eta: 3:07:48, time: 0.818, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6851, s0.loss_bbox: 0.0829, s1.loss_cls: 0.0019, s1.acc: 99.8426, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0007, s2.acc: 99.8858, s2.loss_bbox: 0.0219, loss: 0.1578
2022-03-21 03:38:12,536 - mmdet - INFO - Epoch [9][110/336]	lr: 1.938e-06, eta: 3:07:40, time: 0.865, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0091, s0.acc: 99.6381, s0.loss_bbox: 0.0876, s1.loss_cls: 0.0019, s1.acc: 99.8417, s1.loss_bbox: 0.0445, s2.loss_cls: 0.0007, s2.acc: 99.8717, s2.loss_bbox: 0.0233, loss: 0.1680
2022-03-21 03:38:21,496 - mmdet - INFO - Epoch [9][120/336]	lr: 1.938e-06, eta: 3:07:34, time: 0.896, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6652, s0.loss_bbox: 0.0845, s1.loss_cls: 0.0018, s1.acc: 99.8496, s1.loss_bbox: 0.0432, s2.loss_cls: 0.0006, s2.acc: 99.9060, s2.loss_bbox: 0.0227, loss: 0.1623
2022-03-21 03:38:30,235 - mmdet - INFO - Epoch [9][130/336]	lr: 1.938e-06, eta: 3:07:28, time: 0.880, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6606, s0.loss_bbox: 0.0865, s1.loss_cls: 0.0020, s1.acc: 99.8425, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0007, s2.acc: 99.8934, s2.loss_bbox: 0.0222, loss: 0.1630
2022-03-21 03:38:37,876 - mmdet - INFO - Epoch [9][140/336]	lr: 1.938e-06, eta: 3:07:15, time: 0.764, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0090, s0.acc: 99.6667, s0.loss_bbox: 0.0840, s1.loss_cls: 0.0021, s1.acc: 99.8309, s1.loss_bbox: 0.0439, s2.loss_cls: 0.0009, s2.acc: 99.8666, s2.loss_bbox: 0.0233, loss: 0.1640
2022-03-21 03:38:45,202 - mmdet - INFO - Epoch [9][150/336]	lr: 1.938e-06, eta: 3:07:02, time: 0.732, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0089, s0.acc: 99.6628, s0.loss_bbox: 0.0897, s1.loss_cls: 0.0021, s1.acc: 99.8332, s1.loss_bbox: 0.0452, s2.loss_cls: 0.0009, s2.acc: 99.8619, s2.loss_bbox: 0.0236, loss: 0.1712
2022-03-21 03:38:52,706 - mmdet - INFO - Epoch [9][160/336]	lr: 1.938e-06, eta: 3:06:49, time: 0.751, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0099, s0.acc: 99.6051, s0.loss_bbox: 0.0882, s1.loss_cls: 0.0023, s1.acc: 99.8119, s1.loss_bbox: 0.0450, s2.loss_cls: 0.0010, s2.acc: 99.8497, s2.loss_bbox: 0.0239, loss: 0.1711
2022-03-21 03:39:01,298 - mmdet - INFO - Epoch [9][170/336]	lr: 1.938e-06, eta: 3:06:41, time: 0.860, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0096, s0.acc: 99.6304, s0.loss_bbox: 0.0902, s1.loss_cls: 0.0025, s1.acc: 99.7886, s1.loss_bbox: 0.0459, s2.loss_cls: 0.0011, s2.acc: 99.8383, s2.loss_bbox: 0.0244, loss: 0.1746
2022-03-21 03:39:09,786 - mmdet - INFO - Epoch [9][180/336]	lr: 1.938e-06, eta: 3:06:33, time: 0.848, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6741, s0.loss_bbox: 0.0859, s1.loss_cls: 0.0020, s1.acc: 99.8494, s1.loss_bbox: 0.0439, s2.loss_cls: 0.0010, s2.acc: 99.8645, s2.loss_bbox: 0.0230, loss: 0.1648
2022-03-21 03:39:17,318 - mmdet - INFO - Epoch [9][190/336]	lr: 1.938e-06, eta: 3:06:20, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0084, s0.acc: 99.6786, s0.loss_bbox: 0.0888, s1.loss_cls: 0.0018, s1.acc: 99.8469, s1.loss_bbox: 0.0447, s2.loss_cls: 0.0007, s2.acc: 99.8856, s2.loss_bbox: 0.0238, loss: 0.1692
2022-03-21 03:39:25,329 - mmdet - INFO - Epoch [9][200/336]	lr: 1.938e-06, eta: 3:06:10, time: 0.801, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6597, s0.loss_bbox: 0.0868, s1.loss_cls: 0.0021, s1.acc: 99.8225, s1.loss_bbox: 0.0444, s2.loss_cls: 0.0009, s2.acc: 99.8557, s2.loss_bbox: 0.0236, loss: 0.1674
2022-03-21 03:39:33,184 - mmdet - INFO - Epoch [9][210/336]	lr: 1.938e-06, eta: 3:05:59, time: 0.792, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0087, s0.acc: 99.6509, s0.loss_bbox: 0.0867, s1.loss_cls: 0.0021, s1.acc: 99.8278, s1.loss_bbox: 0.0442, s2.loss_cls: 0.0008, s2.acc: 99.8615, s2.loss_bbox: 0.0232, loss: 0.1666
2022-03-21 03:39:40,629 - mmdet - INFO - Epoch [9][220/336]	lr: 1.938e-06, eta: 3:05:45, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6896, s0.loss_bbox: 0.0801, s1.loss_cls: 0.0018, s1.acc: 99.8618, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0008, s2.acc: 99.8722, s2.loss_bbox: 0.0223, loss: 0.1550
2022-03-21 03:39:49,022 - mmdet - INFO - Epoch [9][230/336]	lr: 1.938e-06, eta: 3:05:37, time: 0.847, data_time: 0.024, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0088, s0.acc: 99.6506, s0.loss_bbox: 0.0872, s1.loss_cls: 0.0023, s1.acc: 99.8066, s1.loss_bbox: 0.0450, s2.loss_cls: 0.0010, s2.acc: 99.8486, s2.loss_bbox: 0.0243, loss: 0.1695
2022-03-21 03:39:56,316 - mmdet - INFO - Epoch [9][240/336]	lr: 1.938e-06, eta: 3:05:24, time: 0.736, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6600, s0.loss_bbox: 0.0801, s1.loss_cls: 0.0022, s1.acc: 99.8277, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0009, s2.acc: 99.8587, s2.loss_bbox: 0.0228, loss: 0.1571
2022-03-21 03:40:03,647 - mmdet - INFO - Epoch [9][250/336]	lr: 1.938e-06, eta: 3:05:10, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6490, s0.loss_bbox: 0.0831, s1.loss_cls: 0.0020, s1.acc: 99.8380, s1.loss_bbox: 0.0439, s2.loss_cls: 0.0008, s2.acc: 99.8649, s2.loss_bbox: 0.0236, loss: 0.1628
2022-03-21 03:40:11,092 - mmdet - INFO - Epoch [9][260/336]	lr: 1.938e-06, eta: 3:04:57, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6490, s0.loss_bbox: 0.0852, s1.loss_cls: 0.0021, s1.acc: 99.8157, s1.loss_bbox: 0.0443, s2.loss_cls: 0.0009, s2.acc: 99.8671, s2.loss_bbox: 0.0237, loss: 0.1657
2022-03-21 03:40:19,652 - mmdet - INFO - Epoch [9][270/336]	lr: 1.938e-06, eta: 3:04:50, time: 0.857, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6548, s0.loss_bbox: 0.0820, s1.loss_cls: 0.0020, s1.acc: 99.8299, s1.loss_bbox: 0.0431, s2.loss_cls: 0.0008, s2.acc: 99.8799, s2.loss_bbox: 0.0233, loss: 0.1605
2022-03-21 03:40:28,629 - mmdet - INFO - Epoch [9][280/336]	lr: 1.938e-06, eta: 3:04:44, time: 0.898, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6896, s0.loss_bbox: 0.0806, s1.loss_cls: 0.0018, s1.acc: 99.8418, s1.loss_bbox: 0.0422, s2.loss_cls: 0.0007, s2.acc: 99.8755, s2.loss_bbox: 0.0227, loss: 0.1566
2022-03-21 03:40:37,629 - mmdet - INFO - Epoch [9][290/336]	lr: 1.938e-06, eta: 3:04:38, time: 0.900, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6841, s0.loss_bbox: 0.0806, s1.loss_cls: 0.0020, s1.acc: 99.8341, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0010, s2.acc: 99.8488, s2.loss_bbox: 0.0228, loss: 0.1577
2022-03-21 03:40:46,073 - mmdet - INFO - Epoch [9][300/336]	lr: 1.938e-06, eta: 3:04:30, time: 0.844, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6771, s0.loss_bbox: 0.0771, s1.loss_cls: 0.0019, s1.acc: 99.8495, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0008, s2.acc: 99.8753, s2.loss_bbox: 0.0217, loss: 0.1509
2022-03-21 03:40:54,759 - mmdet - INFO - Epoch [9][310/336]	lr: 1.938e-06, eta: 3:04:22, time: 0.869, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0089, s0.acc: 99.6411, s0.loss_bbox: 0.0842, s1.loss_cls: 0.0022, s1.acc: 99.8099, s1.loss_bbox: 0.0433, s2.loss_cls: 0.0009, s2.acc: 99.8504, s2.loss_bbox: 0.0234, loss: 0.1638
2022-03-21 03:41:03,999 - mmdet - INFO - Epoch [9][320/336]	lr: 1.938e-06, eta: 3:04:17, time: 0.924, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6484, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0021, s1.acc: 99.8226, s1.loss_bbox: 0.0430, s2.loss_cls: 0.0008, s2.acc: 99.8705, s2.loss_bbox: 0.0231, loss: 0.1603
2022-03-21 03:41:13,285 - mmdet - INFO - Epoch [9][330/336]	lr: 1.938e-06, eta: 3:04:13, time: 0.928, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6591, s0.loss_bbox: 0.0865, s1.loss_cls: 0.0022, s1.acc: 99.8141, s1.loss_bbox: 0.0455, s2.loss_cls: 0.0008, s2.acc: 99.8682, s2.loss_bbox: 0.0247, loss: 0.1692
2022-03-21 03:41:18,602 - mmdet - INFO - Saving checkpoint at 9 epochs
2022-03-21 03:41:55,560 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:41:55,718 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:41:55,718 - mmdet - INFO - Epoch(val) [9][336]	bbox_mAP: 0.3690, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4480, bbox_mAP_s: 0.3620, bbox_mAP_m: 0.3940, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.369 0.495 0.448 0.362 0.394 -1.000
2022-03-21 03:42:22,150 - mmdet - INFO - Epoch [10][10/336]	lr: 1.938e-06, eta: 3:04:55, time: 2.641, data_time: 1.867, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6799, s0.loss_bbox: 0.0817, s1.loss_cls: 0.0020, s1.acc: 99.8424, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0008, s2.acc: 99.8826, s2.loss_bbox: 0.0221, loss: 0.1569
2022-03-21 03:42:29,493 - mmdet - INFO - Epoch [10][20/336]	lr: 1.938e-06, eta: 3:04:42, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6713, s0.loss_bbox: 0.0848, s1.loss_cls: 0.0020, s1.acc: 99.8370, s1.loss_bbox: 0.0422, s2.loss_cls: 0.0008, s2.acc: 99.8678, s2.loss_bbox: 0.0225, loss: 0.1612
2022-03-21 03:42:36,980 - mmdet - INFO - Epoch [10][30/336]	lr: 1.938e-06, eta: 3:04:29, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6957, s0.loss_bbox: 0.0846, s1.loss_cls: 0.0018, s1.acc: 99.8620, s1.loss_bbox: 0.0420, s2.loss_cls: 0.0008, s2.acc: 99.8844, s2.loss_bbox: 0.0224, loss: 0.1604
2022-03-21 03:42:44,646 - mmdet - INFO - Epoch [10][40/336]	lr: 1.938e-06, eta: 3:04:17, time: 0.767, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6912, s0.loss_bbox: 0.0835, s1.loss_cls: 0.0016, s1.acc: 99.8669, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0007, s2.acc: 99.8739, s2.loss_bbox: 0.0223, loss: 0.1581
2022-03-21 03:42:51,950 - mmdet - INFO - Epoch [10][50/336]	lr: 1.938e-06, eta: 3:04:04, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6786, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0017, s1.acc: 99.8633, s1.loss_bbox: 0.0399, s2.loss_cls: 0.0008, s2.acc: 99.8535, s2.loss_bbox: 0.0215, loss: 0.1503
2022-03-21 03:42:59,611 - mmdet - INFO - Epoch [10][60/336]	lr: 1.938e-06, eta: 3:03:52, time: 0.759, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6915, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0022, s1.acc: 99.8349, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0011, s2.acc: 99.8599, s2.loss_bbox: 0.0213, loss: 0.1524
2022-03-21 03:43:08,265 - mmdet - INFO - Epoch [10][70/336]	lr: 1.938e-06, eta: 3:03:44, time: 0.872, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6869, s0.loss_bbox: 0.0809, s1.loss_cls: 0.0019, s1.acc: 99.8435, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0009, s2.acc: 99.8539, s2.loss_bbox: 0.0218, loss: 0.1553
2022-03-21 03:43:16,225 - mmdet - INFO - Epoch [10][80/336]	lr: 1.938e-06, eta: 3:03:32, time: 0.766, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6844, s0.loss_bbox: 0.0817, s1.loss_cls: 0.0017, s1.acc: 99.8570, s1.loss_bbox: 0.0416, s2.loss_cls: 0.0007, s2.acc: 99.8966, s2.loss_bbox: 0.0220, loss: 0.1564
2022-03-21 03:43:24,347 - mmdet - INFO - Epoch [10][90/336]	lr: 1.938e-06, eta: 3:03:24, time: 0.842, data_time: 0.040, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7055, s0.loss_bbox: 0.0782, s1.loss_cls: 0.0018, s1.acc: 99.8493, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0007, s2.acc: 99.8752, s2.loss_bbox: 0.0206, loss: 0.1486
2022-03-21 03:43:32,495 - mmdet - INFO - Epoch [10][100/336]	lr: 1.938e-06, eta: 3:03:14, time: 0.815, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6909, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0015, s1.acc: 99.8731, s1.loss_bbox: 0.0406, s2.loss_cls: 0.0006, s2.acc: 99.9058, s2.loss_bbox: 0.0212, loss: 0.1542
2022-03-21 03:43:40,063 - mmdet - INFO - Epoch [10][110/336]	lr: 1.938e-06, eta: 3:03:02, time: 0.757, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0077, s0.acc: 99.6994, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0016, s1.acc: 99.8669, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0006, s2.acc: 99.8989, s2.loss_bbox: 0.0214, loss: 0.1547
2022-03-21 03:43:47,401 - mmdet - INFO - Epoch [10][120/336]	lr: 1.938e-06, eta: 3:02:49, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0076, s0.acc: 99.7003, s0.loss_bbox: 0.0855, s1.loss_cls: 0.0017, s1.acc: 99.8659, s1.loss_bbox: 0.0424, s2.loss_cls: 0.0006, s2.acc: 99.8960, s2.loss_bbox: 0.0222, loss: 0.1608
2022-03-21 03:43:54,725 - mmdet - INFO - Epoch [10][130/336]	lr: 1.938e-06, eta: 3:02:36, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7137, s0.loss_bbox: 0.0822, s1.loss_cls: 0.0017, s1.acc: 99.8705, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0007, s2.acc: 99.8966, s2.loss_bbox: 0.0211, loss: 0.1542
2022-03-21 03:44:02,041 - mmdet - INFO - Epoch [10][140/336]	lr: 1.938e-06, eta: 3:02:23, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0076, s0.acc: 99.6927, s0.loss_bbox: 0.0825, s1.loss_cls: 0.0018, s1.acc: 99.8653, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0007, s2.acc: 99.8773, s2.loss_bbox: 0.0216, loss: 0.1563
2022-03-21 03:44:09,331 - mmdet - INFO - Epoch [10][150/336]	lr: 1.938e-06, eta: 3:02:10, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6976, s0.loss_bbox: 0.0804, s1.loss_cls: 0.0017, s1.acc: 99.8674, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0008, s2.acc: 99.8829, s2.loss_bbox: 0.0212, loss: 0.1532
2022-03-21 03:44:16,672 - mmdet - INFO - Epoch [10][160/336]	lr: 1.938e-06, eta: 3:01:57, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6954, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0018, s1.acc: 99.8604, s1.loss_bbox: 0.0397, s2.loss_cls: 0.0008, s2.acc: 99.8676, s2.loss_bbox: 0.0208, loss: 0.1517
2022-03-21 03:44:25,696 - mmdet - INFO - Epoch [10][170/336]	lr: 1.938e-06, eta: 3:01:50, time: 0.896, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7006, s0.loss_bbox: 0.0769, s1.loss_cls: 0.0017, s1.acc: 99.8594, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0007, s2.acc: 99.8871, s2.loss_bbox: 0.0208, loss: 0.1476
2022-03-21 03:44:34,176 - mmdet - INFO - Epoch [10][180/336]	lr: 1.938e-06, eta: 3:01:42, time: 0.855, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6838, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0019, s1.acc: 99.8401, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0008, s2.acc: 99.8716, s2.loss_bbox: 0.0216, loss: 0.1533
2022-03-21 03:44:41,881 - mmdet - INFO - Epoch [10][190/336]	lr: 1.938e-06, eta: 3:01:31, time: 0.771, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0089, s0.acc: 99.6564, s0.loss_bbox: 0.0826, s1.loss_cls: 0.0022, s1.acc: 99.8145, s1.loss_bbox: 0.0419, s2.loss_cls: 0.0009, s2.acc: 99.8467, s2.loss_bbox: 0.0223, loss: 0.1596
2022-03-21 03:44:49,185 - mmdet - INFO - Epoch [10][200/336]	lr: 1.938e-06, eta: 3:01:18, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6793, s0.loss_bbox: 0.0814, s1.loss_cls: 0.0019, s1.acc: 99.8445, s1.loss_bbox: 0.0411, s2.loss_cls: 0.0007, s2.acc: 99.9002, s2.loss_bbox: 0.0216, loss: 0.1557
2022-03-21 03:44:56,625 - mmdet - INFO - Epoch [10][210/336]	lr: 1.938e-06, eta: 3:01:06, time: 0.743, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7156, s0.loss_bbox: 0.0762, s1.loss_cls: 0.0016, s1.acc: 99.8709, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0007, s2.acc: 99.8820, s2.loss_bbox: 0.0201, loss: 0.1450
2022-03-21 03:45:04,069 - mmdet - INFO - Epoch [10][220/336]	lr: 1.938e-06, eta: 3:00:53, time: 0.745, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0088, s0.acc: 99.6710, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0020, s1.acc: 99.8403, s1.loss_bbox: 0.0401, s2.loss_cls: 0.0008, s2.acc: 99.8688, s2.loss_bbox: 0.0211, loss: 0.1539
2022-03-21 03:45:11,521 - mmdet - INFO - Epoch [10][230/336]	lr: 1.938e-06, eta: 3:00:41, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7070, s0.loss_bbox: 0.0829, s1.loss_cls: 0.0017, s1.acc: 99.8518, s1.loss_bbox: 0.0418, s2.loss_cls: 0.0006, s2.acc: 99.9129, s2.loss_bbox: 0.0218, loss: 0.1570
2022-03-21 03:45:18,899 - mmdet - INFO - Epoch [10][240/336]	lr: 1.938e-06, eta: 3:00:29, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7064, s0.loss_bbox: 0.0771, s1.loss_cls: 0.0016, s1.acc: 99.8703, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0006, s2.acc: 99.8971, s2.loss_bbox: 0.0207, loss: 0.1469
2022-03-21 03:45:26,246 - mmdet - INFO - Epoch [10][250/336]	lr: 1.938e-06, eta: 3:00:16, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6927, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0019, s1.acc: 99.8381, s1.loss_bbox: 0.0410, s2.loss_cls: 0.0008, s2.acc: 99.8712, s2.loss_bbox: 0.0218, loss: 0.1537
2022-03-21 03:45:33,586 - mmdet - INFO - Epoch [10][260/336]	lr: 1.938e-06, eta: 3:00:03, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0005, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6994, s0.loss_bbox: 0.0767, s1.loss_cls: 0.0022, s1.acc: 99.8280, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0009, s2.acc: 99.8764, s2.loss_bbox: 0.0205, loss: 0.1487
2022-03-21 03:45:40,924 - mmdet - INFO - Epoch [10][270/336]	lr: 1.938e-06, eta: 2:59:51, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7189, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0015, s1.acc: 99.8834, s1.loss_bbox: 0.0373, s2.loss_cls: 0.0006, s2.acc: 99.9100, s2.loss_bbox: 0.0194, loss: 0.1430
2022-03-21 03:45:49,757 - mmdet - INFO - Epoch [10][280/336]	lr: 1.938e-06, eta: 2:59:44, time: 0.877, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0065, s0.acc: 99.7501, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0014, s1.acc: 99.8978, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0006, s2.acc: 99.9080, s2.loss_bbox: 0.0192, loss: 0.1418
2022-03-21 03:45:58,942 - mmdet - INFO - Epoch [10][290/336]	lr: 1.938e-06, eta: 2:59:38, time: 0.918, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7272, s0.loss_bbox: 0.0779, s1.loss_cls: 0.0012, s1.acc: 99.8961, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0006, s2.acc: 99.8960, s2.loss_bbox: 0.0200, loss: 0.1460
2022-03-21 03:46:07,969 - mmdet - INFO - Epoch [10][300/336]	lr: 1.938e-06, eta: 2:59:32, time: 0.903, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7147, s0.loss_bbox: 0.0767, s1.loss_cls: 0.0013, s1.acc: 99.8889, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.9044, s2.loss_bbox: 0.0196, loss: 0.1439
2022-03-21 03:46:16,914 - mmdet - INFO - Epoch [10][310/336]	lr: 1.938e-06, eta: 2:59:26, time: 0.901, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0083, s0.acc: 99.6902, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0018, s1.acc: 99.8480, s1.loss_bbox: 0.0391, s2.loss_cls: 0.0008, s2.acc: 99.8748, s2.loss_bbox: 0.0203, loss: 0.1500
2022-03-21 03:46:24,619 - mmdet - INFO - Epoch [10][320/336]	lr: 1.938e-06, eta: 2:59:15, time: 0.771, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7021, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0016, s1.acc: 99.8735, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0007, s2.acc: 99.8972, s2.loss_bbox: 0.0196, loss: 0.1441
2022-03-21 03:46:31,970 - mmdet - INFO - Epoch [10][330/336]	lr: 1.938e-06, eta: 2:59:03, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6820, s0.loss_bbox: 0.0828, s1.loss_cls: 0.0019, s1.acc: 99.8587, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0009, s2.acc: 99.8693, s2.loss_bbox: 0.0214, loss: 0.1571
2022-03-21 03:46:37,592 - mmdet - INFO - Saving checkpoint at 10 epochs
2022-03-21 03:47:18,344 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:47:18,504 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:47:18,505 - mmdet - INFO - Epoch(val) [10][336]	bbox_mAP: 0.3800, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4570, bbox_mAP_s: 0.3720, bbox_mAP_m: 0.4080, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.380 0.495 0.457 0.372 0.408 -1.000
2022-03-21 03:47:44,590 - mmdet - INFO - Epoch [11][10/336]	lr: 1.938e-06, eta: 2:59:37, time: 2.607, data_time: 1.876, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7266, s0.loss_bbox: 0.0781, s1.loss_cls: 0.0013, s1.acc: 99.8908, s1.loss_bbox: 0.0379, s2.loss_cls: 0.0005, s2.acc: 99.9347, s2.loss_bbox: 0.0193, loss: 0.1450
2022-03-21 03:47:51,895 - mmdet - INFO - Epoch [11][20/336]	lr: 1.938e-06, eta: 2:59:24, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7388, s0.loss_bbox: 0.0737, s1.loss_cls: 0.0014, s1.acc: 99.8875, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0007, s2.acc: 99.8968, s2.loss_bbox: 0.0185, loss: 0.1378
2022-03-21 03:47:59,381 - mmdet - INFO - Epoch [11][30/336]	lr: 1.938e-06, eta: 2:59:12, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.7098, s0.loss_bbox: 0.0806, s1.loss_cls: 0.0015, s1.acc: 99.8792, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0006, s2.acc: 99.8922, s2.loss_bbox: 0.0201, loss: 0.1508
2022-03-21 03:48:07,593 - mmdet - INFO - Epoch [11][40/336]	lr: 1.938e-06, eta: 2:59:02, time: 0.801, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7302, s0.loss_bbox: 0.0779, s1.loss_cls: 0.0014, s1.acc: 99.8939, s1.loss_bbox: 0.0382, s2.loss_cls: 0.0005, s2.acc: 99.9195, s2.loss_bbox: 0.0196, loss: 0.1454
2022-03-21 03:48:14,866 - mmdet - INFO - Epoch [11][50/336]	lr: 1.938e-06, eta: 2:58:50, time: 0.748, data_time: 0.029, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7092, s0.loss_bbox: 0.0800, s1.loss_cls: 0.0015, s1.acc: 99.8774, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.8965, s2.loss_bbox: 0.0200, loss: 0.1497
2022-03-21 03:48:22,305 - mmdet - INFO - Epoch [11][60/336]	lr: 1.938e-06, eta: 2:58:38, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.6997, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0015, s1.acc: 99.8769, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0006, s2.acc: 99.9116, s2.loss_bbox: 0.0200, loss: 0.1498
2022-03-21 03:48:29,649 - mmdet - INFO - Epoch [11][70/336]	lr: 1.938e-06, eta: 2:58:25, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6887, s0.loss_bbox: 0.0858, s1.loss_cls: 0.0014, s1.acc: 99.8835, s1.loss_bbox: 0.0414, s2.loss_cls: 0.0006, s2.acc: 99.9136, s2.loss_bbox: 0.0211, loss: 0.1590
2022-03-21 03:48:36,956 - mmdet - INFO - Epoch [11][80/336]	lr: 1.938e-06, eta: 2:58:13, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6817, s0.loss_bbox: 0.0856, s1.loss_cls: 0.0016, s1.acc: 99.8788, s1.loss_bbox: 0.0416, s2.loss_cls: 0.0006, s2.acc: 99.9040, s2.loss_bbox: 0.0216, loss: 0.1599
2022-03-21 03:48:44,356 - mmdet - INFO - Epoch [11][90/336]	lr: 1.938e-06, eta: 2:58:01, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6762, s0.loss_bbox: 0.0831, s1.loss_cls: 0.0017, s1.acc: 99.8669, s1.loss_bbox: 0.0403, s2.loss_cls: 0.0008, s2.acc: 99.8829, s2.loss_bbox: 0.0207, loss: 0.1557
2022-03-21 03:48:51,684 - mmdet - INFO - Epoch [11][100/336]	lr: 1.938e-06, eta: 2:57:48, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6957, s0.loss_bbox: 0.0820, s1.loss_cls: 0.0017, s1.acc: 99.8543, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0006, s2.acc: 99.9155, s2.loss_bbox: 0.0208, loss: 0.1544
2022-03-21 03:48:59,027 - mmdet - INFO - Epoch [11][110/336]	lr: 1.938e-06, eta: 2:57:36, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0077, s0.acc: 99.6939, s0.loss_bbox: 0.0791, s1.loss_cls: 0.0014, s1.acc: 99.8860, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0006, s2.acc: 99.9108, s2.loss_bbox: 0.0203, loss: 0.1487
2022-03-21 03:49:06,323 - mmdet - INFO - Epoch [11][120/336]	lr: 1.938e-06, eta: 2:57:23, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7046, s0.loss_bbox: 0.0833, s1.loss_cls: 0.0017, s1.acc: 99.8558, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0007, s2.acc: 99.8754, s2.loss_bbox: 0.0213, loss: 0.1563
2022-03-21 03:49:15,294 - mmdet - INFO - Epoch [11][130/336]	lr: 1.938e-06, eta: 2:57:17, time: 0.897, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7098, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0014, s1.acc: 99.8755, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0005, s2.acc: 99.9178, s2.loss_bbox: 0.0200, loss: 0.1445
2022-03-21 03:49:23,712 - mmdet - INFO - Epoch [11][140/336]	lr: 1.938e-06, eta: 2:57:08, time: 0.835, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6976, s0.loss_bbox: 0.0770, s1.loss_cls: 0.0015, s1.acc: 99.8723, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0006, s2.acc: 99.8988, s2.loss_bbox: 0.0206, loss: 0.1470
2022-03-21 03:49:31,249 - mmdet - INFO - Epoch [11][150/336]	lr: 1.938e-06, eta: 2:56:57, time: 0.761, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7351, s0.loss_bbox: 0.0756, s1.loss_cls: 0.0013, s1.acc: 99.8922, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0005, s2.acc: 99.9169, s2.loss_bbox: 0.0195, loss: 0.1423
2022-03-21 03:49:38,541 - mmdet - INFO - Epoch [11][160/336]	lr: 1.938e-06, eta: 2:56:44, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0064, s0.acc: 99.7437, s0.loss_bbox: 0.0730, s1.loss_cls: 0.0012, s1.acc: 99.9067, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0005, s2.acc: 99.9167, s2.loss_bbox: 0.0185, loss: 0.1365
2022-03-21 03:49:45,856 - mmdet - INFO - Epoch [11][170/336]	lr: 1.938e-06, eta: 2:56:32, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7626, s0.loss_bbox: 0.0688, s1.loss_cls: 0.0010, s1.acc: 99.9142, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0004, s2.acc: 99.9348, s2.loss_bbox: 0.0175, loss: 0.1285
2022-03-21 03:49:53,269 - mmdet - INFO - Epoch [11][180/336]	lr: 1.938e-06, eta: 2:56:20, time: 0.741, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7028, s0.loss_bbox: 0.0801, s1.loss_cls: 0.0014, s1.acc: 99.8809, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0005, s2.acc: 99.9132, s2.loss_bbox: 0.0201, loss: 0.1496
2022-03-21 03:50:00,630 - mmdet - INFO - Epoch [11][190/336]	lr: 1.938e-06, eta: 2:56:08, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7232, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0013, s1.acc: 99.8893, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0005, s2.acc: 99.9201, s2.loss_bbox: 0.0194, loss: 0.1446
2022-03-21 03:50:07,952 - mmdet - INFO - Epoch [11][200/336]	lr: 1.938e-06, eta: 2:55:56, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0072, s0.acc: 99.7141, s0.loss_bbox: 0.0790, s1.loss_cls: 0.0012, s1.acc: 99.9018, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0004, s2.acc: 99.9381, s2.loss_bbox: 0.0194, loss: 0.1461
2022-03-21 03:50:15,260 - mmdet - INFO - Epoch [11][210/336]	lr: 1.938e-06, eta: 2:55:44, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7266, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0011, s1.acc: 99.8981, s1.loss_bbox: 0.0371, s2.loss_cls: 0.0005, s2.acc: 99.9103, s2.loss_bbox: 0.0189, loss: 0.1411
2022-03-21 03:50:22,564 - mmdet - INFO - Epoch [11][220/336]	lr: 1.938e-06, eta: 2:55:31, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7101, s0.loss_bbox: 0.0772, s1.loss_cls: 0.0016, s1.acc: 99.8728, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0007, s2.acc: 99.8852, s2.loss_bbox: 0.0193, loss: 0.1448
2022-03-21 03:50:30,140 - mmdet - INFO - Epoch [11][230/336]	lr: 1.938e-06, eta: 2:55:20, time: 0.758, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6881, s0.loss_bbox: 0.0814, s1.loss_cls: 0.0016, s1.acc: 99.8604, s1.loss_bbox: 0.0401, s2.loss_cls: 0.0007, s2.acc: 99.8961, s2.loss_bbox: 0.0205, loss: 0.1530
2022-03-21 03:50:38,203 - mmdet - INFO - Epoch [11][240/336]	lr: 1.938e-06, eta: 2:55:11, time: 0.806, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6872, s0.loss_bbox: 0.0832, s1.loss_cls: 0.0019, s1.acc: 99.8430, s1.loss_bbox: 0.0406, s2.loss_cls: 0.0009, s2.acc: 99.8473, s2.loss_bbox: 0.0210, loss: 0.1564
2022-03-21 03:50:45,656 - mmdet - INFO - Epoch [11][250/336]	lr: 1.938e-06, eta: 2:54:59, time: 0.745, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7092, s0.loss_bbox: 0.0827, s1.loss_cls: 0.0014, s1.acc: 99.8911, s1.loss_bbox: 0.0406, s2.loss_cls: 0.0006, s2.acc: 99.9026, s2.loss_bbox: 0.0211, loss: 0.1545
2022-03-21 03:50:52,980 - mmdet - INFO - Epoch [11][260/336]	lr: 1.938e-06, eta: 2:54:47, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0084, s0.acc: 99.6667, s0.loss_bbox: 0.0854, s1.loss_cls: 0.0018, s1.acc: 99.8553, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0007, s2.acc: 99.9021, s2.loss_bbox: 0.0218, loss: 0.1606
2022-03-21 03:51:00,342 - mmdet - INFO - Epoch [11][270/336]	lr: 1.938e-06, eta: 2:54:35, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7101, s0.loss_bbox: 0.0842, s1.loss_cls: 0.0015, s1.acc: 99.8852, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0006, s2.acc: 99.9023, s2.loss_bbox: 0.0214, loss: 0.1576
2022-03-21 03:51:09,155 - mmdet - INFO - Epoch [11][280/336]	lr: 1.938e-06, eta: 2:54:28, time: 0.875, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.6909, s0.loss_bbox: 0.0797, s1.loss_cls: 0.0016, s1.acc: 99.8649, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0006, s2.acc: 99.8938, s2.loss_bbox: 0.0199, loss: 0.1487
2022-03-21 03:51:17,466 - mmdet - INFO - Epoch [11][290/336]	lr: 1.938e-06, eta: 2:54:19, time: 0.837, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0090, s0.acc: 99.6570, s0.loss_bbox: 0.0836, s1.loss_cls: 0.0020, s1.acc: 99.8377, s1.loss_bbox: 0.0407, s2.loss_cls: 0.0009, s2.acc: 99.8736, s2.loss_bbox: 0.0207, loss: 0.1579
2022-03-21 03:51:24,822 - mmdet - INFO - Epoch [11][300/336]	lr: 1.938e-06, eta: 2:54:08, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6976, s0.loss_bbox: 0.0784, s1.loss_cls: 0.0018, s1.acc: 99.8609, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0009, s2.acc: 99.8609, s2.loss_bbox: 0.0201, loss: 0.1481
2022-03-21 03:51:32,142 - mmdet - INFO - Epoch [11][310/336]	lr: 1.938e-06, eta: 2:53:56, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7131, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0015, s1.acc: 99.8839, s1.loss_bbox: 0.0391, s2.loss_cls: 0.0006, s2.acc: 99.9135, s2.loss_bbox: 0.0201, loss: 0.1479
2022-03-21 03:51:39,606 - mmdet - INFO - Epoch [11][320/336]	lr: 1.938e-06, eta: 2:53:44, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6783, s0.loss_bbox: 0.0825, s1.loss_cls: 0.0018, s1.acc: 99.8439, s1.loss_bbox: 0.0400, s2.loss_cls: 0.0007, s2.acc: 99.8849, s2.loss_bbox: 0.0207, loss: 0.1548
2022-03-21 03:51:47,421 - mmdet - INFO - Epoch [11][330/336]	lr: 1.938e-06, eta: 2:53:33, time: 0.765, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7119, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0013, s1.acc: 99.8978, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0005, s2.acc: 99.9152, s2.loss_bbox: 0.0199, loss: 0.1437
2022-03-21 03:51:53,213 - mmdet - INFO - Saving checkpoint at 11 epochs
2022-03-21 03:52:30,080 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:52:30,238 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:52:30,239 - mmdet - INFO - Epoch(val) [11][336]	bbox_mAP: 0.3850, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4550, bbox_mAP_s: 0.3780, bbox_mAP_m: 0.4130, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.385 0.495 0.455 0.378 0.413 -1.000
2022-03-21 03:52:58,049 - mmdet - INFO - Epoch [12][10/336]	lr: 1.938e-06, eta: 2:54:08, time: 2.779, data_time: 1.877, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6841, s0.loss_bbox: 0.0769, s1.loss_cls: 0.0017, s1.acc: 99.8650, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0007, s2.acc: 99.8706, s2.loss_bbox: 0.0195, loss: 0.1449
2022-03-21 03:53:05,359 - mmdet - INFO - Epoch [12][20/336]	lr: 1.938e-06, eta: 2:53:56, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7299, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0012, s1.acc: 99.9024, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0004, s2.acc: 99.9357, s2.loss_bbox: 0.0178, loss: 0.1327
2022-03-21 03:53:12,668 - mmdet - INFO - Epoch [12][30/336]	lr: 1.938e-06, eta: 2:53:44, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7198, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0015, s1.acc: 99.8804, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0006, s2.acc: 99.9142, s2.loss_bbox: 0.0193, loss: 0.1423
2022-03-21 03:53:20,006 - mmdet - INFO - Epoch [12][40/336]	lr: 1.938e-06, eta: 2:53:32, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7150, s0.loss_bbox: 0.0771, s1.loss_cls: 0.0012, s1.acc: 99.8945, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0005, s2.acc: 99.9318, s2.loss_bbox: 0.0196, loss: 0.1446
2022-03-21 03:53:27,302 - mmdet - INFO - Epoch [12][50/336]	lr: 1.938e-06, eta: 2:53:20, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6957, s0.loss_bbox: 0.0780, s1.loss_cls: 0.0015, s1.acc: 99.8806, s1.loss_bbox: 0.0385, s2.loss_cls: 0.0005, s2.acc: 99.9129, s2.loss_bbox: 0.0198, loss: 0.1468
2022-03-21 03:53:34,607 - mmdet - INFO - Epoch [12][60/336]	lr: 1.938e-06, eta: 2:53:08, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7205, s0.loss_bbox: 0.0796, s1.loss_cls: 0.0014, s1.acc: 99.8913, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0006, s2.acc: 99.9071, s2.loss_bbox: 0.0199, loss: 0.1477
2022-03-21 03:53:41,914 - mmdet - INFO - Epoch [12][70/336]	lr: 1.938e-06, eta: 2:52:56, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6869, s0.loss_bbox: 0.0830, s1.loss_cls: 0.0017, s1.acc: 99.8586, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0006, s2.acc: 99.9047, s2.loss_bbox: 0.0210, loss: 0.1554
2022-03-21 03:53:49,222 - mmdet - INFO - Epoch [12][80/336]	lr: 1.938e-06, eta: 2:52:44, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7269, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0013, s1.acc: 99.9018, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0005, s2.acc: 99.9268, s2.loss_bbox: 0.0196, loss: 0.1464
2022-03-21 03:53:57,939 - mmdet - INFO - Epoch [12][90/336]	lr: 1.938e-06, eta: 2:52:36, time: 0.845, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7235, s0.loss_bbox: 0.0784, s1.loss_cls: 0.0016, s1.acc: 99.8825, s1.loss_bbox: 0.0379, s2.loss_cls: 0.0005, s2.acc: 99.9199, s2.loss_bbox: 0.0194, loss: 0.1456
2022-03-21 03:54:07,393 - mmdet - INFO - Epoch [12][100/336]	lr: 1.938e-06, eta: 2:52:32, time: 0.973, data_time: 0.038, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6719, s0.loss_bbox: 0.0843, s1.loss_cls: 0.0017, s1.acc: 99.8724, s1.loss_bbox: 0.0415, s2.loss_cls: 0.0007, s2.acc: 99.8815, s2.loss_bbox: 0.0212, loss: 0.1588
2022-03-21 03:54:14,841 - mmdet - INFO - Epoch [12][110/336]	lr: 1.938e-06, eta: 2:52:20, time: 0.744, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6753, s0.loss_bbox: 0.0819, s1.loss_cls: 0.0017, s1.acc: 99.8561, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.8991, s2.loss_bbox: 0.0208, loss: 0.1534
2022-03-21 03:54:22,211 - mmdet - INFO - Epoch [12][120/336]	lr: 1.938e-06, eta: 2:52:09, time: 0.737, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6863, s0.loss_bbox: 0.0804, s1.loss_cls: 0.0015, s1.acc: 99.8795, s1.loss_bbox: 0.0399, s2.loss_cls: 0.0006, s2.acc: 99.9069, s2.loss_bbox: 0.0206, loss: 0.1518
2022-03-21 03:54:29,551 - mmdet - INFO - Epoch [12][130/336]	lr: 1.938e-06, eta: 2:51:57, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7272, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0014, s1.acc: 99.8815, s1.loss_bbox: 0.0383, s2.loss_cls: 0.0005, s2.acc: 99.9120, s2.loss_bbox: 0.0194, loss: 0.1465
2022-03-21 03:54:36,891 - mmdet - INFO - Epoch [12][140/336]	lr: 1.938e-06, eta: 2:51:45, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7150, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0012, s1.acc: 99.9012, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0005, s2.acc: 99.9240, s2.loss_bbox: 0.0198, loss: 0.1474
2022-03-21 03:54:44,239 - mmdet - INFO - Epoch [12][150/336]	lr: 1.938e-06, eta: 2:51:33, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.7052, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0019, s1.acc: 99.8782, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0010, s2.acc: 99.8715, s2.loss_bbox: 0.0195, loss: 0.1488
2022-03-21 03:54:52,202 - mmdet - INFO - Epoch [12][160/336]	lr: 1.938e-06, eta: 2:51:23, time: 0.789, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0071, s0.acc: 99.7263, s0.loss_bbox: 0.0797, s1.loss_cls: 0.0014, s1.acc: 99.8914, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0006, s2.acc: 99.9091, s2.loss_bbox: 0.0202, loss: 0.1484
2022-03-21 03:55:01,272 - mmdet - INFO - Epoch [12][170/336]	lr: 1.938e-06, eta: 2:51:17, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7195, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0014, s1.acc: 99.8909, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0007, s2.acc: 99.8896, s2.loss_bbox: 0.0192, loss: 0.1394
2022-03-21 03:55:10,450 - mmdet - INFO - Epoch [12][180/336]	lr: 1.938e-06, eta: 2:51:11, time: 0.918, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7153, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0018, s1.acc: 99.8658, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0007, s2.acc: 99.8856, s2.loss_bbox: 0.0184, loss: 0.1391
2022-03-21 03:55:19,013 - mmdet - INFO - Epoch [12][190/336]	lr: 1.938e-06, eta: 2:51:04, time: 0.863, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7104, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0018, s1.acc: 99.8498, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0008, s2.acc: 99.8680, s2.loss_bbox: 0.0192, loss: 0.1406
2022-03-21 03:55:26,841 - mmdet - INFO - Epoch [12][200/336]	lr: 1.938e-06, eta: 2:50:54, time: 0.783, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0069, s0.acc: 99.7305, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0016, s1.acc: 99.8711, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.8979, s2.loss_bbox: 0.0193, loss: 0.1456
2022-03-21 03:55:34,183 - mmdet - INFO - Epoch [12][210/336]	lr: 1.938e-06, eta: 2:50:42, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7379, s0.loss_bbox: 0.0737, s1.loss_cls: 0.0015, s1.acc: 99.8784, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0006, s2.acc: 99.9104, s2.loss_bbox: 0.0188, loss: 0.1382
2022-03-21 03:55:41,499 - mmdet - INFO - Epoch [12][220/336]	lr: 1.938e-06, eta: 2:50:30, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7122, s0.loss_bbox: 0.0798, s1.loss_cls: 0.0014, s1.acc: 99.8886, s1.loss_bbox: 0.0387, s2.loss_cls: 0.0006, s2.acc: 99.8999, s2.loss_bbox: 0.0200, loss: 0.1483
2022-03-21 03:55:48,816 - mmdet - INFO - Epoch [12][230/336]	lr: 1.938e-06, eta: 2:50:19, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7433, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0016, s1.acc: 99.8799, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0006, s2.acc: 99.9031, s2.loss_bbox: 0.0187, loss: 0.1388
2022-03-21 03:55:56,132 - mmdet - INFO - Epoch [12][240/336]	lr: 1.938e-06, eta: 2:50:07, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7223, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0013, s1.acc: 99.8960, s1.loss_bbox: 0.0370, s2.loss_cls: 0.0005, s2.acc: 99.8991, s2.loss_bbox: 0.0192, loss: 0.1402
2022-03-21 03:56:03,467 - mmdet - INFO - Epoch [12][250/336]	lr: 1.938e-06, eta: 2:49:55, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7232, s0.loss_bbox: 0.0790, s1.loss_cls: 0.0014, s1.acc: 99.8961, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0006, s2.acc: 99.8970, s2.loss_bbox: 0.0198, loss: 0.1477
2022-03-21 03:56:10,845 - mmdet - INFO - Epoch [12][260/336]	lr: 1.938e-06, eta: 2:49:44, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7458, s0.loss_bbox: 0.0693, s1.loss_cls: 0.0015, s1.acc: 99.8745, s1.loss_bbox: 0.0353, s2.loss_cls: 0.0007, s2.acc: 99.8982, s2.loss_bbox: 0.0187, loss: 0.1327
2022-03-21 03:56:18,186 - mmdet - INFO - Epoch [12][270/336]	lr: 1.938e-06, eta: 2:49:32, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7095, s0.loss_bbox: 0.0690, s1.loss_cls: 0.0014, s1.acc: 99.8753, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0006, s2.acc: 99.9100, s2.loss_bbox: 0.0177, loss: 0.1309
2022-03-21 03:56:25,505 - mmdet - INFO - Epoch [12][280/336]	lr: 1.938e-06, eta: 2:49:21, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7382, s0.loss_bbox: 0.0737, s1.loss_cls: 0.0013, s1.acc: 99.8957, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0006, s2.acc: 99.9084, s2.loss_bbox: 0.0187, loss: 0.1384
2022-03-21 03:56:33,730 - mmdet - INFO - Epoch [12][290/336]	lr: 1.938e-06, eta: 2:49:12, time: 0.822, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0087, s0.acc: 99.6588, s0.loss_bbox: 0.0813, s1.loss_cls: 0.0019, s1.acc: 99.8477, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0007, s2.acc: 99.8993, s2.loss_bbox: 0.0206, loss: 0.1543
2022-03-21 03:56:41,428 - mmdet - INFO - Epoch [12][300/336]	lr: 1.938e-06, eta: 2:49:02, time: 0.769, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7180, s0.loss_bbox: 0.0756, s1.loss_cls: 0.0014, s1.acc: 99.8823, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0005, s2.acc: 99.9183, s2.loss_bbox: 0.0198, loss: 0.1432
2022-03-21 03:56:48,772 - mmdet - INFO - Epoch [12][310/336]	lr: 1.938e-06, eta: 2:48:50, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6939, s0.loss_bbox: 0.0770, s1.loss_cls: 0.0017, s1.acc: 99.8615, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0007, s2.acc: 99.8920, s2.loss_bbox: 0.0198, loss: 0.1462
2022-03-21 03:56:56,095 - mmdet - INFO - Epoch [12][320/336]	lr: 1.938e-06, eta: 2:48:39, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7198, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0015, s1.acc: 99.8683, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0006, s2.acc: 99.8875, s2.loss_bbox: 0.0194, loss: 0.1431
2022-03-21 03:57:03,419 - mmdet - INFO - Epoch [12][330/336]	lr: 1.938e-06, eta: 2:48:27, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0007, s0.loss_cls: 0.0080, s0.acc: 99.6948, s0.loss_bbox: 0.0821, s1.loss_cls: 0.0023, s1.acc: 99.8328, s1.loss_bbox: 0.0402, s2.loss_cls: 0.0012, s2.acc: 99.8456, s2.loss_bbox: 0.0206, loss: 0.1553
2022-03-21 03:57:08,968 - mmdet - INFO - Saving checkpoint at 12 epochs
2022-03-21 03:57:49,752 - mmdet - INFO - Evaluating bbox...
2022-03-21 03:57:49,909 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 03:57:49,909 - mmdet - INFO - Epoch(val) [12][336]	bbox_mAP: 0.3870, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4560, bbox_mAP_s: 0.3820, bbox_mAP_m: 0.4120, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.387 0.495 0.456 0.382 0.412 -1.000
2022-03-21 03:58:17,751 - mmdet - INFO - Epoch [13][10/336]	lr: 1.938e-06, eta: 2:48:57, time: 2.783, data_time: 1.866, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7354, s0.loss_bbox: 0.0705, s1.loss_cls: 0.0014, s1.acc: 99.8830, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0007, s2.acc: 99.9055, s2.loss_bbox: 0.0179, loss: 0.1326
2022-03-21 03:58:25,157 - mmdet - INFO - Epoch [13][20/336]	lr: 1.938e-06, eta: 2:48:46, time: 0.740, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7382, s0.loss_bbox: 0.0756, s1.loss_cls: 0.0013, s1.acc: 99.8968, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0005, s2.acc: 99.9243, s2.loss_bbox: 0.0187, loss: 0.1400
2022-03-21 03:58:32,557 - mmdet - INFO - Epoch [13][30/336]	lr: 1.938e-06, eta: 2:48:35, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7165, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0016, s1.acc: 99.8694, s1.loss_bbox: 0.0365, s2.loss_cls: 0.0008, s2.acc: 99.8659, s2.loss_bbox: 0.0186, loss: 0.1417
2022-03-21 03:58:40,212 - mmdet - INFO - Epoch [13][40/336]	lr: 1.938e-06, eta: 2:48:24, time: 0.766, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7110, s0.loss_bbox: 0.0748, s1.loss_cls: 0.0013, s1.acc: 99.8939, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0005, s2.acc: 99.9173, s2.loss_bbox: 0.0186, loss: 0.1394
2022-03-21 03:58:48,725 - mmdet - INFO - Epoch [13][50/336]	lr: 1.938e-06, eta: 2:48:16, time: 0.851, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0080, s0.acc: 99.6979, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0018, s1.acc: 99.8609, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0007, s2.acc: 99.8944, s2.loss_bbox: 0.0203, loss: 0.1491
2022-03-21 03:58:56,312 - mmdet - INFO - Epoch [13][60/336]	lr: 1.938e-06, eta: 2:48:05, time: 0.759, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6994, s0.loss_bbox: 0.0775, s1.loss_cls: 0.0019, s1.acc: 99.8509, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0008, s2.acc: 99.8655, s2.loss_bbox: 0.0197, loss: 0.1467
2022-03-21 03:59:04,103 - mmdet - INFO - Epoch [13][70/336]	lr: 1.938e-06, eta: 2:47:55, time: 0.779, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6899, s0.loss_bbox: 0.0818, s1.loss_cls: 0.0017, s1.acc: 99.8605, s1.loss_bbox: 0.0405, s2.loss_cls: 0.0008, s2.acc: 99.8902, s2.loss_bbox: 0.0209, loss: 0.1547
2022-03-21 03:59:11,518 - mmdet - INFO - Epoch [13][80/336]	lr: 1.938e-06, eta: 2:47:44, time: 0.741, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7186, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0015, s1.acc: 99.8850, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0006, s2.acc: 99.9139, s2.loss_bbox: 0.0199, loss: 0.1469
2022-03-21 03:59:18,897 - mmdet - INFO - Epoch [13][90/336]	lr: 1.938e-06, eta: 2:47:33, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7046, s0.loss_bbox: 0.0761, s1.loss_cls: 0.0016, s1.acc: 99.8713, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0007, s2.acc: 99.8749, s2.loss_bbox: 0.0196, loss: 0.1439
2022-03-21 03:59:26,286 - mmdet - INFO - Epoch [13][100/336]	lr: 1.938e-06, eta: 2:47:22, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7156, s0.loss_bbox: 0.0766, s1.loss_cls: 0.0015, s1.acc: 99.8738, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0006, s2.acc: 99.9057, s2.loss_bbox: 0.0194, loss: 0.1431
2022-03-21 03:59:33,663 - mmdet - INFO - Epoch [13][110/336]	lr: 1.938e-06, eta: 2:47:10, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7104, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0014, s1.acc: 99.8842, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0006, s2.acc: 99.9155, s2.loss_bbox: 0.0203, loss: 0.1487
2022-03-21 03:59:40,998 - mmdet - INFO - Epoch [13][120/336]	lr: 1.938e-06, eta: 2:46:59, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7122, s0.loss_bbox: 0.0781, s1.loss_cls: 0.0016, s1.acc: 99.8825, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0006, s2.acc: 99.9051, s2.loss_bbox: 0.0194, loss: 0.1460
2022-03-21 03:59:48,327 - mmdet - INFO - Epoch [13][130/336]	lr: 1.938e-06, eta: 2:46:48, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7256, s0.loss_bbox: 0.0756, s1.loss_cls: 0.0014, s1.acc: 99.8796, s1.loss_bbox: 0.0371, s2.loss_cls: 0.0005, s2.acc: 99.9089, s2.loss_bbox: 0.0188, loss: 0.1411
2022-03-21 03:59:56,020 - mmdet - INFO - Epoch [13][140/336]	lr: 1.938e-06, eta: 2:46:37, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7198, s0.loss_bbox: 0.0790, s1.loss_cls: 0.0015, s1.acc: 99.8699, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0006, s2.acc: 99.9062, s2.loss_bbox: 0.0198, loss: 0.1473
2022-03-21 04:00:04,447 - mmdet - INFO - Epoch [13][150/336]	lr: 1.938e-06, eta: 2:46:29, time: 0.863, data_time: 0.030, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7223, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0015, s1.acc: 99.8791, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0006, s2.acc: 99.9081, s2.loss_bbox: 0.0196, loss: 0.1459
2022-03-21 04:00:11,841 - mmdet - INFO - Epoch [13][160/336]	lr: 1.938e-06, eta: 2:46:18, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7253, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0014, s1.acc: 99.8840, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0006, s2.acc: 99.9097, s2.loss_bbox: 0.0180, loss: 0.1329
2022-03-21 04:00:19,221 - mmdet - INFO - Epoch [13][170/336]	lr: 1.938e-06, eta: 2:46:07, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7363, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0013, s1.acc: 99.9003, s1.loss_bbox: 0.0365, s2.loss_cls: 0.0004, s2.acc: 99.9367, s2.loss_bbox: 0.0186, loss: 0.1390
2022-03-21 04:00:26,545 - mmdet - INFO - Epoch [13][180/336]	lr: 1.938e-06, eta: 2:45:56, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0065, s0.acc: 99.7427, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0012, s1.acc: 99.8981, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0004, s2.acc: 99.9305, s2.loss_bbox: 0.0178, loss: 0.1331
2022-03-21 04:00:34,014 - mmdet - INFO - Epoch [13][190/336]	lr: 1.938e-06, eta: 2:45:45, time: 0.747, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7318, s0.loss_bbox: 0.0755, s1.loss_cls: 0.0013, s1.acc: 99.8938, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0005, s2.acc: 99.9178, s2.loss_bbox: 0.0185, loss: 0.1395
2022-03-21 04:00:42,477 - mmdet - INFO - Epoch [13][200/336]	lr: 1.938e-06, eta: 2:45:37, time: 0.847, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7049, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0016, s1.acc: 99.8706, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0006, s2.acc: 99.9116, s2.loss_bbox: 0.0199, loss: 0.1483
2022-03-21 04:00:51,111 - mmdet - INFO - Epoch [13][210/336]	lr: 1.938e-06, eta: 2:45:29, time: 0.862, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0066, s0.acc: 99.7388, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0012, s1.acc: 99.9012, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0004, s2.acc: 99.9314, s2.loss_bbox: 0.0195, loss: 0.1429
2022-03-21 04:00:58,467 - mmdet - INFO - Epoch [13][220/336]	lr: 1.938e-06, eta: 2:45:18, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6906, s0.loss_bbox: 0.0794, s1.loss_cls: 0.0020, s1.acc: 99.8585, s1.loss_bbox: 0.0385, s2.loss_cls: 0.0008, s2.acc: 99.8721, s2.loss_bbox: 0.0198, loss: 0.1492
2022-03-21 04:01:05,900 - mmdet - INFO - Epoch [13][230/336]	lr: 1.938e-06, eta: 2:45:07, time: 0.743, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7162, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0016, s1.acc: 99.8676, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0006, s2.acc: 99.9094, s2.loss_bbox: 0.0194, loss: 0.1432
2022-03-21 04:01:13,559 - mmdet - INFO - Epoch [13][240/336]	lr: 1.938e-06, eta: 2:44:57, time: 0.766, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7290, s0.loss_bbox: 0.0723, s1.loss_cls: 0.0015, s1.acc: 99.8736, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0005, s2.acc: 99.9115, s2.loss_bbox: 0.0186, loss: 0.1366
2022-03-21 04:01:22,092 - mmdet - INFO - Epoch [13][250/336]	lr: 1.938e-06, eta: 2:44:49, time: 0.854, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7192, s0.loss_bbox: 0.0745, s1.loss_cls: 0.0015, s1.acc: 99.8780, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0006, s2.acc: 99.9025, s2.loss_bbox: 0.0192, loss: 0.1407
2022-03-21 04:01:29,457 - mmdet - INFO - Epoch [13][260/336]	lr: 1.938e-06, eta: 2:44:38, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7067, s0.loss_bbox: 0.0745, s1.loss_cls: 0.0016, s1.acc: 99.8629, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0008, s2.acc: 99.8667, s2.loss_bbox: 0.0188, loss: 0.1406
2022-03-21 04:01:36,812 - mmdet - INFO - Epoch [13][270/336]	lr: 1.938e-06, eta: 2:44:27, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7168, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0015, s1.acc: 99.8741, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0006, s2.acc: 99.9107, s2.loss_bbox: 0.0191, loss: 0.1385
2022-03-21 04:01:44,192 - mmdet - INFO - Epoch [13][280/336]	lr: 1.938e-06, eta: 2:44:16, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6924, s0.loss_bbox: 0.0746, s1.loss_cls: 0.0017, s1.acc: 99.8594, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0007, s2.acc: 99.8806, s2.loss_bbox: 0.0197, loss: 0.1424
2022-03-21 04:01:51,566 - mmdet - INFO - Epoch [13][290/336]	lr: 1.938e-06, eta: 2:44:05, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7177, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0015, s1.acc: 99.8731, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0006, s2.acc: 99.9137, s2.loss_bbox: 0.0192, loss: 0.1399
2022-03-21 04:01:59,784 - mmdet - INFO - Epoch [13][300/336]	lr: 1.938e-06, eta: 2:43:56, time: 0.822, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7067, s0.loss_bbox: 0.0767, s1.loss_cls: 0.0016, s1.acc: 99.8661, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0006, s2.acc: 99.9009, s2.loss_bbox: 0.0203, loss: 0.1455
2022-03-21 04:02:07,111 - mmdet - INFO - Epoch [13][310/336]	lr: 1.938e-06, eta: 2:43:45, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7272, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0016, s1.acc: 99.8741, s1.loss_bbox: 0.0368, s2.loss_cls: 0.0007, s2.acc: 99.8937, s2.loss_bbox: 0.0193, loss: 0.1427
2022-03-21 04:02:14,485 - mmdet - INFO - Epoch [13][320/336]	lr: 1.938e-06, eta: 2:43:34, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6838, s0.loss_bbox: 0.0803, s1.loss_cls: 0.0016, s1.acc: 99.8655, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0007, s2.acc: 99.9001, s2.loss_bbox: 0.0202, loss: 0.1505
2022-03-21 04:02:21,799 - mmdet - INFO - Epoch [13][330/336]	lr: 1.938e-06, eta: 2:43:23, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0086, s0.acc: 99.6786, s0.loss_bbox: 0.0837, s1.loss_cls: 0.0017, s1.acc: 99.8635, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0007, s2.acc: 99.8899, s2.loss_bbox: 0.0210, loss: 0.1578
2022-03-21 04:02:27,389 - mmdet - INFO - Saving checkpoint at 13 epochs
2022-03-21 04:03:04,495 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:03:04,800 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:03:04,800 - mmdet - INFO - Epoch(val) [13][336]	bbox_mAP: 0.3980, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4660, bbox_mAP_s: 0.3910, bbox_mAP_m: 0.4210, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.398 0.495 0.466 0.391 0.421 -1.000
2022-03-21 04:03:33,505 - mmdet - INFO - Epoch [14][10/336]	lr: 1.938e-06, eta: 2:43:51, time: 2.866, data_time: 1.925, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7049, s0.loss_bbox: 0.0809, s1.loss_cls: 0.0015, s1.acc: 99.8772, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0006, s2.acc: 99.8996, s2.loss_bbox: 0.0201, loss: 0.1501
2022-03-21 04:03:42,459 - mmdet - INFO - Epoch [14][20/336]	lr: 1.938e-06, eta: 2:43:44, time: 0.892, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0079, s0.acc: 99.7049, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0018, s1.acc: 99.8636, s1.loss_bbox: 0.0379, s2.loss_cls: 0.0007, s2.acc: 99.8962, s2.loss_bbox: 0.0196, loss: 0.1445
2022-03-21 04:03:50,262 - mmdet - INFO - Epoch [14][30/336]	lr: 1.938e-06, eta: 2:43:34, time: 0.787, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7296, s0.loss_bbox: 0.0767, s1.loss_cls: 0.0015, s1.acc: 99.8756, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0005, s2.acc: 99.9112, s2.loss_bbox: 0.0194, loss: 0.1433
2022-03-21 04:03:57,633 - mmdet - INFO - Epoch [14][40/336]	lr: 1.938e-06, eta: 2:43:23, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6817, s0.loss_bbox: 0.0812, s1.loss_cls: 0.0016, s1.acc: 99.8623, s1.loss_bbox: 0.0398, s2.loss_cls: 0.0006, s2.acc: 99.8951, s2.loss_bbox: 0.0208, loss: 0.1526
2022-03-21 04:04:05,015 - mmdet - INFO - Epoch [14][50/336]	lr: 1.938e-06, eta: 2:43:12, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6802, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0015, s1.acc: 99.8810, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0006, s2.acc: 99.9143, s2.loss_bbox: 0.0203, loss: 0.1490
2022-03-21 04:04:12,477 - mmdet - INFO - Epoch [14][60/336]	lr: 1.938e-06, eta: 2:43:02, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6756, s0.loss_bbox: 0.0793, s1.loss_cls: 0.0017, s1.acc: 99.8717, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0007, s2.acc: 99.8952, s2.loss_bbox: 0.0205, loss: 0.1507
2022-03-21 04:04:19,809 - mmdet - INFO - Epoch [14][70/336]	lr: 1.938e-06, eta: 2:42:51, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7150, s0.loss_bbox: 0.0725, s1.loss_cls: 0.0015, s1.acc: 99.8755, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9131, s2.loss_bbox: 0.0185, loss: 0.1370
2022-03-21 04:04:27,186 - mmdet - INFO - Epoch [14][80/336]	lr: 1.938e-06, eta: 2:42:40, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7202, s0.loss_bbox: 0.0745, s1.loss_cls: 0.0015, s1.acc: 99.8725, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0006, s2.acc: 99.9045, s2.loss_bbox: 0.0191, loss: 0.1401
2022-03-21 04:04:34,561 - mmdet - INFO - Epoch [14][90/336]	lr: 1.938e-06, eta: 2:42:29, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6814, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0018, s1.acc: 99.8582, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0007, s2.acc: 99.8951, s2.loss_bbox: 0.0200, loss: 0.1500
2022-03-21 04:04:42,848 - mmdet - INFO - Epoch [14][100/336]	lr: 1.938e-06, eta: 2:42:20, time: 0.829, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.6945, s0.loss_bbox: 0.0783, s1.loss_cls: 0.0016, s1.acc: 99.8727, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0005, s2.acc: 99.9075, s2.loss_bbox: 0.0203, loss: 0.1478
2022-03-21 04:04:50,523 - mmdet - INFO - Epoch [14][110/336]	lr: 1.938e-06, eta: 2:42:10, time: 0.767, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7208, s0.loss_bbox: 0.0754, s1.loss_cls: 0.0016, s1.acc: 99.8780, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0006, s2.acc: 99.9016, s2.loss_bbox: 0.0194, loss: 0.1425
2022-03-21 04:04:57,889 - mmdet - INFO - Epoch [14][120/336]	lr: 1.938e-06, eta: 2:41:59, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7034, s0.loss_bbox: 0.0799, s1.loss_cls: 0.0016, s1.acc: 99.8625, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0006, s2.acc: 99.9011, s2.loss_bbox: 0.0200, loss: 0.1498
2022-03-21 04:05:05,957 - mmdet - INFO - Epoch [14][130/336]	lr: 1.938e-06, eta: 2:41:50, time: 0.806, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0088, s0.acc: 99.6680, s0.loss_bbox: 0.0853, s1.loss_cls: 0.0018, s1.acc: 99.8477, s1.loss_bbox: 0.0427, s2.loss_cls: 0.0009, s2.acc: 99.8918, s2.loss_bbox: 0.0217, loss: 0.1622
2022-03-21 04:05:13,375 - mmdet - INFO - Epoch [14][140/336]	lr: 1.938e-06, eta: 2:41:39, time: 0.742, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0081, s0.acc: 99.6964, s0.loss_bbox: 0.0859, s1.loss_cls: 0.0016, s1.acc: 99.8684, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0006, s2.acc: 99.9064, s2.loss_bbox: 0.0212, loss: 0.1590
2022-03-21 04:05:20,735 - mmdet - INFO - Epoch [14][150/336]	lr: 1.938e-06, eta: 2:41:28, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7098, s0.loss_bbox: 0.0820, s1.loss_cls: 0.0016, s1.acc: 99.8692, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0006, s2.acc: 99.8950, s2.loss_bbox: 0.0212, loss: 0.1544
2022-03-21 04:05:28,069 - mmdet - INFO - Epoch [14][160/336]	lr: 1.938e-06, eta: 2:41:17, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7281, s0.loss_bbox: 0.0790, s1.loss_cls: 0.0013, s1.acc: 99.8964, s1.loss_bbox: 0.0373, s2.loss_cls: 0.0005, s2.acc: 99.9199, s2.loss_bbox: 0.0191, loss: 0.1450
2022-03-21 04:05:35,413 - mmdet - INFO - Epoch [14][170/336]	lr: 1.938e-06, eta: 2:41:07, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7171, s0.loss_bbox: 0.0762, s1.loss_cls: 0.0012, s1.acc: 99.8925, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0005, s2.acc: 99.9261, s2.loss_bbox: 0.0192, loss: 0.1421
2022-03-21 04:05:42,879 - mmdet - INFO - Epoch [14][180/336]	lr: 1.938e-06, eta: 2:40:56, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7131, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0017, s1.acc: 99.8681, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0006, s2.acc: 99.9031, s2.loss_bbox: 0.0198, loss: 0.1453
2022-03-21 04:05:50,428 - mmdet - INFO - Epoch [14][190/336]	lr: 1.938e-06, eta: 2:40:46, time: 0.755, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6771, s0.loss_bbox: 0.0797, s1.loss_cls: 0.0015, s1.acc: 99.8813, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.8950, s2.loss_bbox: 0.0202, loss: 0.1505
2022-03-21 04:05:58,630 - mmdet - INFO - Epoch [14][200/336]	lr: 1.938e-06, eta: 2:40:37, time: 0.820, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7385, s0.loss_bbox: 0.0711, s1.loss_cls: 0.0016, s1.acc: 99.8795, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9219, s2.loss_bbox: 0.0180, loss: 0.1336
2022-03-21 04:06:07,244 - mmdet - INFO - Epoch [14][210/336]	lr: 1.938e-06, eta: 2:40:29, time: 0.855, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7263, s0.loss_bbox: 0.0731, s1.loss_cls: 0.0013, s1.acc: 99.9012, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9131, s2.loss_bbox: 0.0184, loss: 0.1364
2022-03-21 04:06:16,301 - mmdet - INFO - Epoch [14][220/336]	lr: 1.938e-06, eta: 2:40:23, time: 0.905, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7253, s0.loss_bbox: 0.0708, s1.loss_cls: 0.0013, s1.acc: 99.8921, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0006, s2.acc: 99.8948, s2.loss_bbox: 0.0185, loss: 0.1344
2022-03-21 04:06:25,387 - mmdet - INFO - Epoch [14][230/336]	lr: 1.938e-06, eta: 2:40:16, time: 0.909, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7180, s0.loss_bbox: 0.0744, s1.loss_cls: 0.0015, s1.acc: 99.8819, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0007, s2.acc: 99.8869, s2.loss_bbox: 0.0190, loss: 0.1402
2022-03-21 04:06:32,897 - mmdet - INFO - Epoch [14][240/336]	lr: 1.938e-06, eta: 2:40:06, time: 0.757, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7293, s0.loss_bbox: 0.0727, s1.loss_cls: 0.0013, s1.acc: 99.8929, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0005, s2.acc: 99.9191, s2.loss_bbox: 0.0189, loss: 0.1370
2022-03-21 04:06:40,339 - mmdet - INFO - Epoch [14][250/336]	lr: 1.938e-06, eta: 2:39:55, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7226, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0014, s1.acc: 99.8812, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0006, s2.acc: 99.9107, s2.loss_bbox: 0.0200, loss: 0.1474
2022-03-21 04:06:47,836 - mmdet - INFO - Epoch [14][260/336]	lr: 1.938e-06, eta: 2:39:45, time: 0.757, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7049, s0.loss_bbox: 0.0762, s1.loss_cls: 0.0014, s1.acc: 99.8819, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0005, s2.acc: 99.9172, s2.loss_bbox: 0.0192, loss: 0.1429
2022-03-21 04:06:55,464 - mmdet - INFO - Epoch [14][270/336]	lr: 1.938e-06, eta: 2:39:35, time: 0.756, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7076, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0015, s1.acc: 99.8786, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0005, s2.acc: 99.9130, s2.loss_bbox: 0.0195, loss: 0.1468
2022-03-21 04:07:03,113 - mmdet - INFO - Epoch [14][280/336]	lr: 1.938e-06, eta: 2:39:25, time: 0.772, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6902, s0.loss_bbox: 0.0772, s1.loss_cls: 0.0016, s1.acc: 99.8669, s1.loss_bbox: 0.0379, s2.loss_cls: 0.0006, s2.acc: 99.8967, s2.loss_bbox: 0.0194, loss: 0.1452
2022-03-21 04:07:10,643 - mmdet - INFO - Epoch [14][290/336]	lr: 1.938e-06, eta: 2:39:14, time: 0.753, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7195, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0015, s1.acc: 99.8764, s1.loss_bbox: 0.0383, s2.loss_cls: 0.0005, s2.acc: 99.9107, s2.loss_bbox: 0.0200, loss: 0.1472
2022-03-21 04:07:18,789 - mmdet - INFO - Epoch [14][300/336]	lr: 1.938e-06, eta: 2:39:06, time: 0.815, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7287, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0015, s1.acc: 99.8749, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0006, s2.acc: 99.8851, s2.loss_bbox: 0.0198, loss: 0.1432
2022-03-21 04:07:26,262 - mmdet - INFO - Epoch [14][310/336]	lr: 1.938e-06, eta: 2:38:55, time: 0.747, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6793, s0.loss_bbox: 0.0807, s1.loss_cls: 0.0016, s1.acc: 99.8762, s1.loss_bbox: 0.0395, s2.loss_cls: 0.0007, s2.acc: 99.9041, s2.loss_bbox: 0.0206, loss: 0.1520
2022-03-21 04:07:34,025 - mmdet - INFO - Epoch [14][320/336]	lr: 1.938e-06, eta: 2:38:46, time: 0.776, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0083, s0.acc: 99.6786, s0.loss_bbox: 0.0862, s1.loss_cls: 0.0017, s1.acc: 99.8659, s1.loss_bbox: 0.0427, s2.loss_cls: 0.0007, s2.acc: 99.8691, s2.loss_bbox: 0.0219, loss: 0.1622
2022-03-21 04:07:41,449 - mmdet - INFO - Epoch [14][330/336]	lr: 1.938e-06, eta: 2:38:35, time: 0.742, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6921, s0.loss_bbox: 0.0791, s1.loss_cls: 0.0017, s1.acc: 99.8804, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0006, s2.acc: 99.9026, s2.loss_bbox: 0.0197, loss: 0.1480
2022-03-21 04:07:46,906 - mmdet - INFO - Saving checkpoint at 14 epochs
2022-03-21 04:08:24,046 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:08:24,204 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:08:24,205 - mmdet - INFO - Epoch(val) [14][336]	bbox_mAP: 0.3930, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4580, bbox_mAP_s: 0.3860, bbox_mAP_m: 0.4180, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.393 0.495 0.458 0.386 0.418 -1.000
2022-03-21 04:08:50,534 - mmdet - INFO - Epoch [15][10/336]	lr: 1.938e-06, eta: 2:38:53, time: 2.631, data_time: 1.875, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.6991, s0.loss_bbox: 0.0719, s1.loss_cls: 0.0015, s1.acc: 99.8756, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0006, s2.acc: 99.9051, s2.loss_bbox: 0.0182, loss: 0.1358
2022-03-21 04:08:57,889 - mmdet - INFO - Epoch [15][20/336]	lr: 1.938e-06, eta: 2:38:42, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7116, s0.loss_bbox: 0.0756, s1.loss_cls: 0.0015, s1.acc: 99.8843, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0006, s2.acc: 99.9074, s2.loss_bbox: 0.0184, loss: 0.1405
2022-03-21 04:09:06,008 - mmdet - INFO - Epoch [15][30/336]	lr: 1.938e-06, eta: 2:38:34, time: 0.812, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7195, s0.loss_bbox: 0.0753, s1.loss_cls: 0.0014, s1.acc: 99.8893, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0006, s2.acc: 99.9140, s2.loss_bbox: 0.0192, loss: 0.1421
2022-03-21 04:09:13,317 - mmdet - INFO - Epoch [15][40/336]	lr: 1.938e-06, eta: 2:38:23, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7159, s0.loss_bbox: 0.0746, s1.loss_cls: 0.0013, s1.acc: 99.8930, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0005, s2.acc: 99.9233, s2.loss_bbox: 0.0188, loss: 0.1395
2022-03-21 04:09:21,083 - mmdet - INFO - Epoch [15][50/336]	lr: 1.938e-06, eta: 2:38:13, time: 0.777, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7015, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0016, s1.acc: 99.8698, s1.loss_bbox: 0.0382, s2.loss_cls: 0.0006, s2.acc: 99.8947, s2.loss_bbox: 0.0197, loss: 0.1459
2022-03-21 04:09:29,273 - mmdet - INFO - Epoch [15][60/336]	lr: 1.938e-06, eta: 2:38:04, time: 0.819, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7083, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0016, s1.acc: 99.8724, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0007, s2.acc: 99.8926, s2.loss_bbox: 0.0197, loss: 0.1434
2022-03-21 04:09:37,057 - mmdet - INFO - Epoch [15][70/336]	lr: 1.938e-06, eta: 2:37:55, time: 0.778, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7165, s0.loss_bbox: 0.0735, s1.loss_cls: 0.0016, s1.acc: 99.8717, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0008, s2.acc: 99.8851, s2.loss_bbox: 0.0181, loss: 0.1376
2022-03-21 04:09:44,355 - mmdet - INFO - Epoch [15][80/336]	lr: 1.938e-06, eta: 2:37:44, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7348, s0.loss_bbox: 0.0763, s1.loss_cls: 0.0015, s1.acc: 99.8725, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0006, s2.acc: 99.8944, s2.loss_bbox: 0.0191, loss: 0.1425
2022-03-21 04:09:51,723 - mmdet - INFO - Epoch [15][90/336]	lr: 1.938e-06, eta: 2:37:33, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7141, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0018, s1.acc: 99.8604, s1.loss_bbox: 0.0370, s2.loss_cls: 0.0009, s2.acc: 99.8769, s2.loss_bbox: 0.0190, loss: 0.1427
2022-03-21 04:09:59,034 - mmdet - INFO - Epoch [15][100/336]	lr: 1.938e-06, eta: 2:37:22, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7122, s0.loss_bbox: 0.0793, s1.loss_cls: 0.0016, s1.acc: 99.8779, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0006, s2.acc: 99.9026, s2.loss_bbox: 0.0201, loss: 0.1482
2022-03-21 04:10:06,669 - mmdet - INFO - Epoch [15][110/336]	lr: 1.938e-06, eta: 2:37:12, time: 0.763, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0081, s0.acc: 99.6793, s0.loss_bbox: 0.0797, s1.loss_cls: 0.0017, s1.acc: 99.8708, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0007, s2.acc: 99.8746, s2.loss_bbox: 0.0200, loss: 0.1494
2022-03-21 04:10:13,946 - mmdet - INFO - Epoch [15][120/336]	lr: 1.938e-06, eta: 2:37:01, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6967, s0.loss_bbox: 0.0782, s1.loss_cls: 0.0018, s1.acc: 99.8564, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0007, s2.acc: 99.8920, s2.loss_bbox: 0.0201, loss: 0.1482
2022-03-21 04:10:21,220 - mmdet - INFO - Epoch [15][130/336]	lr: 1.938e-06, eta: 2:36:51, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7275, s0.loss_bbox: 0.0723, s1.loss_cls: 0.0016, s1.acc: 99.8649, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0006, s2.acc: 99.9052, s2.loss_bbox: 0.0186, loss: 0.1370
2022-03-21 04:10:28,507 - mmdet - INFO - Epoch [15][140/336]	lr: 1.938e-06, eta: 2:36:40, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6896, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0016, s1.acc: 99.8758, s1.loss_bbox: 0.0393, s2.loss_cls: 0.0007, s2.acc: 99.8970, s2.loss_bbox: 0.0206, loss: 0.1495
2022-03-21 04:10:36,384 - mmdet - INFO - Epoch [15][150/336]	lr: 1.938e-06, eta: 2:36:30, time: 0.772, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7061, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0015, s1.acc: 99.8820, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0006, s2.acc: 99.9060, s2.loss_bbox: 0.0199, loss: 0.1445
2022-03-21 04:10:44,126 - mmdet - INFO - Epoch [15][160/336]	lr: 1.938e-06, eta: 2:36:21, time: 0.790, data_time: 0.025, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7137, s0.loss_bbox: 0.0755, s1.loss_cls: 0.0017, s1.acc: 99.8657, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0006, s2.acc: 99.9009, s2.loss_bbox: 0.0198, loss: 0.1436
2022-03-21 04:10:51,634 - mmdet - INFO - Epoch [15][170/336]	lr: 1.938e-06, eta: 2:36:11, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6622, s0.loss_bbox: 0.0829, s1.loss_cls: 0.0017, s1.acc: 99.8714, s1.loss_bbox: 0.0417, s2.loss_cls: 0.0007, s2.acc: 99.8785, s2.loss_bbox: 0.0215, loss: 0.1576
2022-03-21 04:10:59,958 - mmdet - INFO - Epoch [15][180/336]	lr: 1.938e-06, eta: 2:36:02, time: 0.833, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7339, s0.loss_bbox: 0.0770, s1.loss_cls: 0.0014, s1.acc: 99.8846, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0005, s2.acc: 99.9163, s2.loss_bbox: 0.0193, loss: 0.1435
2022-03-21 04:11:07,383 - mmdet - INFO - Epoch [15][190/336]	lr: 1.938e-06, eta: 2:35:52, time: 0.742, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6838, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0018, s1.acc: 99.8587, s1.loss_bbox: 0.0393, s2.loss_cls: 0.0007, s2.acc: 99.8993, s2.loss_bbox: 0.0202, loss: 0.1494
2022-03-21 04:11:15,360 - mmdet - INFO - Epoch [15][200/336]	lr: 1.938e-06, eta: 2:35:43, time: 0.798, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7250, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0014, s1.acc: 99.8826, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0006, s2.acc: 99.8957, s2.loss_bbox: 0.0197, loss: 0.1426
2022-03-21 04:11:22,693 - mmdet - INFO - Epoch [15][210/336]	lr: 1.938e-06, eta: 2:35:32, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6902, s0.loss_bbox: 0.0810, s1.loss_cls: 0.0015, s1.acc: 99.8807, s1.loss_bbox: 0.0397, s2.loss_cls: 0.0007, s2.acc: 99.8930, s2.loss_bbox: 0.0208, loss: 0.1522
2022-03-21 04:11:30,017 - mmdet - INFO - Epoch [15][220/336]	lr: 1.938e-06, eta: 2:35:22, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7076, s0.loss_bbox: 0.0792, s1.loss_cls: 0.0016, s1.acc: 99.8657, s1.loss_bbox: 0.0393, s2.loss_cls: 0.0007, s2.acc: 99.8829, s2.loss_bbox: 0.0204, loss: 0.1496
2022-03-21 04:11:37,412 - mmdet - INFO - Epoch [15][230/336]	lr: 1.938e-06, eta: 2:35:11, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7031, s0.loss_bbox: 0.0822, s1.loss_cls: 0.0015, s1.acc: 99.8841, s1.loss_bbox: 0.0398, s2.loss_cls: 0.0007, s2.acc: 99.8916, s2.loss_bbox: 0.0203, loss: 0.1530
2022-03-21 04:11:44,883 - mmdet - INFO - Epoch [15][240/336]	lr: 1.938e-06, eta: 2:35:01, time: 0.747, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7021, s0.loss_bbox: 0.0793, s1.loss_cls: 0.0015, s1.acc: 99.8715, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0007, s2.acc: 99.8910, s2.loss_bbox: 0.0201, loss: 0.1488
2022-03-21 04:11:53,973 - mmdet - INFO - Epoch [15][250/336]	lr: 1.938e-06, eta: 2:34:54, time: 0.909, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0089, s0.acc: 99.6835, s0.loss_bbox: 0.0806, s1.loss_cls: 0.0025, s1.acc: 99.8441, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0011, s2.acc: 99.8744, s2.loss_bbox: 0.0205, loss: 0.1540
2022-03-21 04:12:03,096 - mmdet - INFO - Epoch [15][260/336]	lr: 1.938e-06, eta: 2:34:47, time: 0.898, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7266, s0.loss_bbox: 0.0777, s1.loss_cls: 0.0015, s1.acc: 99.8826, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0006, s2.acc: 99.9030, s2.loss_bbox: 0.0192, loss: 0.1443
2022-03-21 04:12:10,416 - mmdet - INFO - Epoch [15][270/336]	lr: 1.938e-06, eta: 2:34:37, time: 0.745, data_time: 0.023, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6979, s0.loss_bbox: 0.0809, s1.loss_cls: 0.0017, s1.acc: 99.8665, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0007, s2.acc: 99.9022, s2.loss_bbox: 0.0203, loss: 0.1518
2022-03-21 04:12:17,823 - mmdet - INFO - Epoch [15][280/336]	lr: 1.938e-06, eta: 2:34:27, time: 0.741, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7272, s0.loss_bbox: 0.0815, s1.loss_cls: 0.0018, s1.acc: 99.8567, s1.loss_bbox: 0.0408, s2.loss_cls: 0.0006, s2.acc: 99.8987, s2.loss_bbox: 0.0213, loss: 0.1538
2022-03-21 04:12:25,180 - mmdet - INFO - Epoch [15][290/336]	lr: 1.938e-06, eta: 2:34:16, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6790, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0017, s1.acc: 99.8684, s1.loss_bbox: 0.0385, s2.loss_cls: 0.0007, s2.acc: 99.9014, s2.loss_bbox: 0.0199, loss: 0.1480
2022-03-21 04:12:32,514 - mmdet - INFO - Epoch [15][300/336]	lr: 1.938e-06, eta: 2:34:06, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6918, s0.loss_bbox: 0.0807, s1.loss_cls: 0.0018, s1.acc: 99.8580, s1.loss_bbox: 0.0413, s2.loss_cls: 0.0008, s2.acc: 99.8793, s2.loss_bbox: 0.0218, loss: 0.1551
2022-03-21 04:12:39,889 - mmdet - INFO - Epoch [15][310/336]	lr: 1.938e-06, eta: 2:33:56, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7089, s0.loss_bbox: 0.0786, s1.loss_cls: 0.0016, s1.acc: 99.8603, s1.loss_bbox: 0.0396, s2.loss_cls: 0.0006, s2.acc: 99.8942, s2.loss_bbox: 0.0207, loss: 0.1493
2022-03-21 04:12:47,497 - mmdet - INFO - Epoch [15][320/336]	lr: 1.938e-06, eta: 2:33:46, time: 0.761, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6997, s0.loss_bbox: 0.0768, s1.loss_cls: 0.0015, s1.acc: 99.8726, s1.loss_bbox: 0.0382, s2.loss_cls: 0.0006, s2.acc: 99.9080, s2.loss_bbox: 0.0197, loss: 0.1451
2022-03-21 04:12:55,299 - mmdet - INFO - Epoch [15][330/336]	lr: 1.938e-06, eta: 2:33:36, time: 0.780, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7058, s0.loss_bbox: 0.0789, s1.loss_cls: 0.0017, s1.acc: 99.8794, s1.loss_bbox: 0.0389, s2.loss_cls: 0.0007, s2.acc: 99.8993, s2.loss_bbox: 0.0204, loss: 0.1488
2022-03-21 04:13:00,987 - mmdet - INFO - Saving checkpoint at 15 epochs
2022-03-21 04:13:37,797 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:13:38,102 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:13:38,102 - mmdet - INFO - Epoch(val) [15][336]	bbox_mAP: 0.4020, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4660, bbox_mAP_s: 0.3960, bbox_mAP_m: 0.4210, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.402 0.495 0.466 0.396 0.421 -1.000
2022-03-21 04:14:04,434 - mmdet - INFO - Epoch [16][10/336]	lr: 1.938e-06, eta: 2:33:52, time: 2.632, data_time: 1.830, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6881, s0.loss_bbox: 0.0798, s1.loss_cls: 0.0016, s1.acc: 99.8641, s1.loss_bbox: 0.0393, s2.loss_cls: 0.0006, s2.acc: 99.9059, s2.loss_bbox: 0.0199, loss: 0.1497
2022-03-21 04:14:12,408 - mmdet - INFO - Epoch [16][20/336]	lr: 1.938e-06, eta: 2:33:42, time: 0.791, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6994, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0016, s1.acc: 99.8661, s1.loss_bbox: 0.0395, s2.loss_cls: 0.0006, s2.acc: 99.9071, s2.loss_bbox: 0.0206, loss: 0.1501
2022-03-21 04:14:20,380 - mmdet - INFO - Epoch [16][30/336]	lr: 1.938e-06, eta: 2:33:33, time: 0.804, data_time: 0.018, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7443, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0015, s1.acc: 99.8691, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0005, s2.acc: 99.9219, s2.loss_bbox: 0.0181, loss: 0.1344
2022-03-21 04:14:27,760 - mmdet - INFO - Epoch [16][40/336]	lr: 1.938e-06, eta: 2:33:23, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.6979, s0.loss_bbox: 0.0804, s1.loss_cls: 0.0019, s1.acc: 99.8553, s1.loss_bbox: 0.0392, s2.loss_cls: 0.0007, s2.acc: 99.8759, s2.loss_bbox: 0.0199, loss: 0.1504
2022-03-21 04:14:35,080 - mmdet - INFO - Epoch [16][50/336]	lr: 1.938e-06, eta: 2:33:12, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7229, s0.loss_bbox: 0.0709, s1.loss_cls: 0.0015, s1.acc: 99.8804, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0006, s2.acc: 99.9065, s2.loss_bbox: 0.0180, loss: 0.1337
2022-03-21 04:14:42,735 - mmdet - INFO - Epoch [16][60/336]	lr: 1.938e-06, eta: 2:33:03, time: 0.765, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7272, s0.loss_bbox: 0.0796, s1.loss_cls: 0.0019, s1.acc: 99.8484, s1.loss_bbox: 0.0394, s2.loss_cls: 0.0007, s2.acc: 99.8741, s2.loss_bbox: 0.0200, loss: 0.1496
2022-03-21 04:14:50,035 - mmdet - INFO - Epoch [16][70/336]	lr: 1.938e-06, eta: 2:32:52, time: 0.730, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7015, s0.loss_bbox: 0.0761, s1.loss_cls: 0.0016, s1.acc: 99.8697, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0007, s2.acc: 99.8809, s2.loss_bbox: 0.0196, loss: 0.1435
2022-03-21 04:14:57,376 - mmdet - INFO - Epoch [16][80/336]	lr: 1.938e-06, eta: 2:32:42, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7202, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0015, s1.acc: 99.8783, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0005, s2.acc: 99.9145, s2.loss_bbox: 0.0197, loss: 0.1436
2022-03-21 04:15:04,701 - mmdet - INFO - Epoch [16][90/336]	lr: 1.938e-06, eta: 2:32:31, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.7003, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0022, s1.acc: 99.8272, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0008, s2.acc: 99.8700, s2.loss_bbox: 0.0188, loss: 0.1403
2022-03-21 04:15:12,346 - mmdet - INFO - Epoch [16][100/336]	lr: 1.938e-06, eta: 2:32:21, time: 0.765, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0063, s0.acc: 99.7427, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0013, s1.acc: 99.8999, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9182, s2.loss_bbox: 0.0183, loss: 0.1341
2022-03-21 04:15:19,877 - mmdet - INFO - Epoch [16][110/336]	lr: 1.938e-06, eta: 2:32:11, time: 0.753, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7263, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0014, s1.acc: 99.8926, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0005, s2.acc: 99.9207, s2.loss_bbox: 0.0182, loss: 0.1332
2022-03-21 04:15:27,766 - mmdet - INFO - Epoch [16][120/336]	lr: 1.938e-06, eta: 2:32:02, time: 0.783, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7754, s0.loss_bbox: 0.0660, s1.loss_cls: 0.0010, s1.acc: 99.9239, s1.loss_bbox: 0.0316, s2.loss_cls: 0.0004, s2.acc: 99.9255, s2.loss_bbox: 0.0156, loss: 0.1210
2022-03-21 04:15:36,102 - mmdet - INFO - Epoch [16][130/336]	lr: 1.938e-06, eta: 2:31:54, time: 0.839, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0051, s0.acc: 99.8038, s0.loss_bbox: 0.0613, s1.loss_cls: 0.0008, s1.acc: 99.9303, s1.loss_bbox: 0.0290, s2.loss_cls: 0.0003, s2.acc: 99.9612, s2.loss_bbox: 0.0144, loss: 0.1115
2022-03-21 04:15:43,354 - mmdet - INFO - Epoch [16][140/336]	lr: 1.938e-06, eta: 2:31:43, time: 0.726, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0054, s0.acc: 99.7833, s0.loss_bbox: 0.0611, s1.loss_cls: 0.0009, s1.acc: 99.9256, s1.loss_bbox: 0.0281, s2.loss_cls: 0.0004, s2.acc: 99.9283, s2.loss_bbox: 0.0142, loss: 0.1107
2022-03-21 04:15:50,904 - mmdet - INFO - Epoch [16][150/336]	lr: 1.938e-06, eta: 2:31:33, time: 0.755, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0058, s0.acc: 99.7794, s0.loss_bbox: 0.0703, s1.loss_cls: 0.0010, s1.acc: 99.9151, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0003, s2.acc: 99.9499, s2.loss_bbox: 0.0168, loss: 0.1286
2022-03-21 04:15:58,189 - mmdet - INFO - Epoch [16][160/336]	lr: 1.938e-06, eta: 2:31:23, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7784, s0.loss_bbox: 0.0681, s1.loss_cls: 0.0012, s1.acc: 99.9144, s1.loss_bbox: 0.0320, s2.loss_cls: 0.0004, s2.acc: 99.9353, s2.loss_bbox: 0.0159, loss: 0.1238
2022-03-21 04:16:05,529 - mmdet - INFO - Epoch [16][170/336]	lr: 1.938e-06, eta: 2:31:12, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0065, s0.acc: 99.7510, s0.loss_bbox: 0.0713, s1.loss_cls: 0.0012, s1.acc: 99.9040, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0005, s2.acc: 99.9283, s2.loss_bbox: 0.0173, loss: 0.1320
2022-03-21 04:16:12,831 - mmdet - INFO - Epoch [16][180/336]	lr: 1.938e-06, eta: 2:31:02, time: 0.732, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7433, s0.loss_bbox: 0.0717, s1.loss_cls: 0.0012, s1.acc: 99.8993, s1.loss_bbox: 0.0337, s2.loss_cls: 0.0004, s2.acc: 99.9242, s2.loss_bbox: 0.0172, loss: 0.1313
2022-03-21 04:16:20,326 - mmdet - INFO - Epoch [16][190/336]	lr: 1.938e-06, eta: 2:30:52, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0065, s0.acc: 99.7525, s0.loss_bbox: 0.0731, s1.loss_cls: 0.0012, s1.acc: 99.8893, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0005, s2.acc: 99.9284, s2.loss_bbox: 0.0175, loss: 0.1342
2022-03-21 04:16:27,912 - mmdet - INFO - Epoch [16][200/336]	lr: 1.938e-06, eta: 2:30:42, time: 0.759, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0062, s0.acc: 99.7586, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0011, s1.acc: 99.8969, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0005, s2.acc: 99.9148, s2.loss_bbox: 0.0176, loss: 0.1335
2022-03-21 04:16:35,623 - mmdet - INFO - Epoch [16][210/336]	lr: 1.938e-06, eta: 2:30:33, time: 0.771, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7339, s0.loss_bbox: 0.0739, s1.loss_cls: 0.0013, s1.acc: 99.8933, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9162, s2.loss_bbox: 0.0180, loss: 0.1362
2022-03-21 04:16:43,428 - mmdet - INFO - Epoch [16][220/336]	lr: 1.938e-06, eta: 2:30:23, time: 0.781, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7107, s0.loss_bbox: 0.0739, s1.loss_cls: 0.0014, s1.acc: 99.8804, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0006, s2.acc: 99.8945, s2.loss_bbox: 0.0180, loss: 0.1368
2022-03-21 04:16:50,741 - mmdet - INFO - Epoch [16][230/336]	lr: 1.938e-06, eta: 2:30:13, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0063, s0.acc: 99.7501, s0.loss_bbox: 0.0721, s1.loss_cls: 0.0012, s1.acc: 99.9027, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0005, s2.acc: 99.9222, s2.loss_bbox: 0.0180, loss: 0.1343
2022-03-21 04:16:58,025 - mmdet - INFO - Epoch [16][240/336]	lr: 1.938e-06, eta: 2:30:03, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7330, s0.loss_bbox: 0.0755, s1.loss_cls: 0.0014, s1.acc: 99.8849, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0005, s2.acc: 99.9272, s2.loss_bbox: 0.0192, loss: 0.1418
2022-03-21 04:17:05,395 - mmdet - INFO - Epoch [16][250/336]	lr: 1.938e-06, eta: 2:29:52, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7162, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0014, s1.acc: 99.8835, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0005, s2.acc: 99.9234, s2.loss_bbox: 0.0194, loss: 0.1456
2022-03-21 04:17:12,749 - mmdet - INFO - Epoch [16][260/336]	lr: 1.938e-06, eta: 2:29:42, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7076, s0.loss_bbox: 0.0797, s1.loss_cls: 0.0015, s1.acc: 99.8604, s1.loss_bbox: 0.0383, s2.loss_cls: 0.0005, s2.acc: 99.9144, s2.loss_bbox: 0.0196, loss: 0.1476
2022-03-21 04:17:20,309 - mmdet - INFO - Epoch [16][270/336]	lr: 1.938e-06, eta: 2:29:32, time: 0.756, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7067, s0.loss_bbox: 0.0761, s1.loss_cls: 0.0016, s1.acc: 99.8693, s1.loss_bbox: 0.0368, s2.loss_cls: 0.0006, s2.acc: 99.9072, s2.loss_bbox: 0.0187, loss: 0.1420
2022-03-21 04:17:27,627 - mmdet - INFO - Epoch [16][280/336]	lr: 1.938e-06, eta: 2:29:22, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7101, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0014, s1.acc: 99.8923, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.9057, s2.loss_bbox: 0.0191, loss: 0.1444
2022-03-21 04:17:34,953 - mmdet - INFO - Epoch [16][290/336]	lr: 1.938e-06, eta: 2:29:12, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7437, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0015, s1.acc: 99.8699, s1.loss_bbox: 0.0353, s2.loss_cls: 0.0005, s2.acc: 99.9225, s2.loss_bbox: 0.0179, loss: 0.1341
2022-03-21 04:17:42,702 - mmdet - INFO - Epoch [16][300/336]	lr: 1.938e-06, eta: 2:29:03, time: 0.775, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7189, s0.loss_bbox: 0.0750, s1.loss_cls: 0.0014, s1.acc: 99.8761, s1.loss_bbox: 0.0365, s2.loss_cls: 0.0005, s2.acc: 99.9146, s2.loss_bbox: 0.0184, loss: 0.1399
2022-03-21 04:17:50,458 - mmdet - INFO - Epoch [16][310/336]	lr: 1.938e-06, eta: 2:28:53, time: 0.775, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7131, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0014, s1.acc: 99.8862, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0005, s2.acc: 99.9008, s2.loss_bbox: 0.0188, loss: 0.1396
2022-03-21 04:17:57,955 - mmdet - INFO - Epoch [16][320/336]	lr: 1.938e-06, eta: 2:28:43, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6793, s0.loss_bbox: 0.0829, s1.loss_cls: 0.0014, s1.acc: 99.8901, s1.loss_bbox: 0.0404, s2.loss_cls: 0.0005, s2.acc: 99.9275, s2.loss_bbox: 0.0207, loss: 0.1546
2022-03-21 04:18:05,285 - mmdet - INFO - Epoch [16][330/336]	lr: 1.938e-06, eta: 2:28:33, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7183, s0.loss_bbox: 0.0774, s1.loss_cls: 0.0016, s1.acc: 99.8724, s1.loss_bbox: 0.0382, s2.loss_cls: 0.0006, s2.acc: 99.9041, s2.loss_bbox: 0.0196, loss: 0.1451
2022-03-21 04:18:10,846 - mmdet - INFO - Saving checkpoint at 16 epochs
2022-03-21 04:18:47,716 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:18:47,876 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:18:47,876 - mmdet - INFO - Epoch(val) [16][336]	bbox_mAP: 0.4100, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4720, bbox_mAP_s: 0.4080, bbox_mAP_m: 0.4250, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.410 0.495 0.472 0.408 0.425 -1.000
2022-03-21 04:19:14,546 - mmdet - INFO - Epoch [17][10/336]	lr: 1.938e-06, eta: 2:28:47, time: 2.666, data_time: 1.852, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7128, s0.loss_bbox: 0.0724, s1.loss_cls: 0.0014, s1.acc: 99.8877, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9129, s2.loss_bbox: 0.0178, loss: 0.1347
2022-03-21 04:19:22,412 - mmdet - INFO - Epoch [17][20/336]	lr: 1.938e-06, eta: 2:28:37, time: 0.786, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7302, s0.loss_bbox: 0.0706, s1.loss_cls: 0.0013, s1.acc: 99.8916, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9246, s2.loss_bbox: 0.0177, loss: 0.1324
2022-03-21 04:19:29,782 - mmdet - INFO - Epoch [17][30/336]	lr: 1.938e-06, eta: 2:28:27, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7174, s0.loss_bbox: 0.0744, s1.loss_cls: 0.0015, s1.acc: 99.8779, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0006, s2.acc: 99.9044, s2.loss_bbox: 0.0184, loss: 0.1384
2022-03-21 04:19:37,122 - mmdet - INFO - Epoch [17][40/336]	lr: 1.938e-06, eta: 2:28:17, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7128, s0.loss_bbox: 0.0763, s1.loss_cls: 0.0016, s1.acc: 99.8630, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0007, s2.acc: 99.8882, s2.loss_bbox: 0.0195, loss: 0.1436
2022-03-21 04:19:45,714 - mmdet - INFO - Epoch [17][50/336]	lr: 1.938e-06, eta: 2:28:09, time: 0.853, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7055, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0017, s1.acc: 99.8581, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0006, s2.acc: 99.8959, s2.loss_bbox: 0.0192, loss: 0.1425
2022-03-21 04:19:55,157 - mmdet - INFO - Epoch [17][60/336]	lr: 1.938e-06, eta: 2:28:03, time: 0.944, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7229, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0015, s1.acc: 99.8829, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0006, s2.acc: 99.9045, s2.loss_bbox: 0.0187, loss: 0.1391
2022-03-21 04:20:03,551 - mmdet - INFO - Epoch [17][70/336]	lr: 1.938e-06, eta: 2:27:55, time: 0.846, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0066, s0.acc: 99.7369, s0.loss_bbox: 0.0748, s1.loss_cls: 0.0013, s1.acc: 99.8999, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0005, s2.acc: 99.9236, s2.loss_bbox: 0.0181, loss: 0.1380
2022-03-21 04:20:11,125 - mmdet - INFO - Epoch [17][80/336]	lr: 1.938e-06, eta: 2:27:45, time: 0.758, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7519, s0.loss_bbox: 0.0733, s1.loss_cls: 0.0013, s1.acc: 99.8961, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9222, s2.loss_bbox: 0.0179, loss: 0.1349
2022-03-21 04:20:18,686 - mmdet - INFO - Epoch [17][90/336]	lr: 1.938e-06, eta: 2:27:36, time: 0.755, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7110, s0.loss_bbox: 0.0760, s1.loss_cls: 0.0017, s1.acc: 99.8685, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0008, s2.acc: 99.8886, s2.loss_bbox: 0.0191, loss: 0.1424
2022-03-21 04:20:26,020 - mmdet - INFO - Epoch [17][100/336]	lr: 1.938e-06, eta: 2:27:25, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7290, s0.loss_bbox: 0.0790, s1.loss_cls: 0.0015, s1.acc: 99.8752, s1.loss_bbox: 0.0385, s2.loss_cls: 0.0006, s2.acc: 99.9185, s2.loss_bbox: 0.0196, loss: 0.1467
2022-03-21 04:20:33,409 - mmdet - INFO - Epoch [17][110/336]	lr: 1.938e-06, eta: 2:27:15, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7101, s0.loss_bbox: 0.0726, s1.loss_cls: 0.0016, s1.acc: 99.8816, s1.loss_bbox: 0.0357, s2.loss_cls: 0.0006, s2.acc: 99.9052, s2.loss_bbox: 0.0186, loss: 0.1370
2022-03-21 04:20:40,818 - mmdet - INFO - Epoch [17][120/336]	lr: 1.938e-06, eta: 2:27:05, time: 0.741, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7058, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0015, s1.acc: 99.8785, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.9000, s2.loss_bbox: 0.0193, loss: 0.1436
2022-03-21 04:20:48,185 - mmdet - INFO - Epoch [17][130/336]	lr: 1.938e-06, eta: 2:26:55, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7174, s0.loss_bbox: 0.0771, s1.loss_cls: 0.0015, s1.acc: 99.8810, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.9163, s2.loss_bbox: 0.0195, loss: 0.1443
2022-03-21 04:20:55,528 - mmdet - INFO - Epoch [17][140/336]	lr: 1.938e-06, eta: 2:26:45, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0080, s0.acc: 99.6820, s0.loss_bbox: 0.0830, s1.loss_cls: 0.0017, s1.acc: 99.8646, s1.loss_bbox: 0.0399, s2.loss_cls: 0.0006, s2.acc: 99.8904, s2.loss_bbox: 0.0205, loss: 0.1546
2022-03-21 04:21:03,029 - mmdet - INFO - Epoch [17][150/336]	lr: 1.938e-06, eta: 2:26:35, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7009, s0.loss_bbox: 0.0764, s1.loss_cls: 0.0014, s1.acc: 99.8748, s1.loss_bbox: 0.0373, s2.loss_cls: 0.0005, s2.acc: 99.9136, s2.loss_bbox: 0.0192, loss: 0.1428
2022-03-21 04:21:11,116 - mmdet - INFO - Epoch [17][160/336]	lr: 1.938e-06, eta: 2:26:26, time: 0.807, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7247, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0016, s1.acc: 99.8669, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0006, s2.acc: 99.9104, s2.loss_bbox: 0.0192, loss: 0.1412
2022-03-21 04:21:18,926 - mmdet - INFO - Epoch [17][170/336]	lr: 1.938e-06, eta: 2:26:17, time: 0.783, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6927, s0.loss_bbox: 0.0838, s1.loss_cls: 0.0017, s1.acc: 99.8632, s1.loss_bbox: 0.0412, s2.loss_cls: 0.0007, s2.acc: 99.8939, s2.loss_bbox: 0.0213, loss: 0.1571
2022-03-21 04:21:26,499 - mmdet - INFO - Epoch [17][180/336]	lr: 1.938e-06, eta: 2:26:08, time: 0.757, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7144, s0.loss_bbox: 0.0784, s1.loss_cls: 0.0016, s1.acc: 99.8803, s1.loss_bbox: 0.0391, s2.loss_cls: 0.0006, s2.acc: 99.9104, s2.loss_bbox: 0.0202, loss: 0.1477
2022-03-21 04:21:33,888 - mmdet - INFO - Epoch [17][190/336]	lr: 1.938e-06, eta: 2:25:57, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7232, s0.loss_bbox: 0.0732, s1.loss_cls: 0.0015, s1.acc: 99.8902, s1.loss_bbox: 0.0365, s2.loss_cls: 0.0006, s2.acc: 99.9038, s2.loss_bbox: 0.0189, loss: 0.1385
2022-03-21 04:21:42,673 - mmdet - INFO - Epoch [17][200/336]	lr: 1.938e-06, eta: 2:25:50, time: 0.874, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7009, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0017, s1.acc: 99.8584, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.9007, s2.loss_bbox: 0.0196, loss: 0.1441
2022-03-21 04:21:51,694 - mmdet - INFO - Epoch [17][210/336]	lr: 1.938e-06, eta: 2:25:43, time: 0.902, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7372, s0.loss_bbox: 0.0742, s1.loss_cls: 0.0014, s1.acc: 99.8762, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0006, s2.acc: 99.9247, s2.loss_bbox: 0.0185, loss: 0.1381
2022-03-21 04:22:00,736 - mmdet - INFO - Epoch [17][220/336]	lr: 1.938e-06, eta: 2:25:36, time: 0.904, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7327, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0015, s1.acc: 99.8778, s1.loss_bbox: 0.0370, s2.loss_cls: 0.0007, s2.acc: 99.8909, s2.loss_bbox: 0.0188, loss: 0.1403
2022-03-21 04:22:09,773 - mmdet - INFO - Epoch [17][230/336]	lr: 1.938e-06, eta: 2:25:29, time: 0.904, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7034, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0014, s1.acc: 99.8932, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0005, s2.acc: 99.9183, s2.loss_bbox: 0.0198, loss: 0.1474
2022-03-21 04:22:18,424 - mmdet - INFO - Epoch [17][240/336]	lr: 1.938e-06, eta: 2:25:22, time: 0.872, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7180, s0.loss_bbox: 0.0721, s1.loss_cls: 0.0015, s1.acc: 99.8944, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9136, s2.loss_bbox: 0.0183, loss: 0.1357
2022-03-21 04:22:25,908 - mmdet - INFO - Epoch [17][250/336]	lr: 1.938e-06, eta: 2:25:12, time: 0.748, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7031, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0015, s1.acc: 99.8831, s1.loss_bbox: 0.0386, s2.loss_cls: 0.0006, s2.acc: 99.8964, s2.loss_bbox: 0.0197, loss: 0.1470
2022-03-21 04:22:33,839 - mmdet - INFO - Epoch [17][260/336]	lr: 1.938e-06, eta: 2:25:03, time: 0.769, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7217, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0014, s1.acc: 99.8831, s1.loss_bbox: 0.0371, s2.loss_cls: 0.0005, s2.acc: 99.9277, s2.loss_bbox: 0.0192, loss: 0.1415
2022-03-21 04:22:42,954 - mmdet - INFO - Epoch [17][270/336]	lr: 1.938e-06, eta: 2:24:56, time: 0.929, data_time: 0.034, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7382, s0.loss_bbox: 0.0776, s1.loss_cls: 0.0014, s1.acc: 99.8904, s1.loss_bbox: 0.0379, s2.loss_cls: 0.0005, s2.acc: 99.9169, s2.loss_bbox: 0.0194, loss: 0.1443
2022-03-21 04:22:50,548 - mmdet - INFO - Epoch [17][280/336]	lr: 1.938e-06, eta: 2:24:47, time: 0.766, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7388, s0.loss_bbox: 0.0744, s1.loss_cls: 0.0016, s1.acc: 99.8697, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0006, s2.acc: 99.9075, s2.loss_bbox: 0.0197, loss: 0.1407
2022-03-21 04:22:57,865 - mmdet - INFO - Epoch [17][290/336]	lr: 1.938e-06, eta: 2:24:37, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7137, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0017, s1.acc: 99.8491, s1.loss_bbox: 0.0391, s2.loss_cls: 0.0007, s2.acc: 99.8691, s2.loss_bbox: 0.0202, loss: 0.1474
2022-03-21 04:23:05,846 - mmdet - INFO - Epoch [17][300/336]	lr: 1.938e-06, eta: 2:24:28, time: 0.799, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6783, s0.loss_bbox: 0.0826, s1.loss_cls: 0.0018, s1.acc: 99.8484, s1.loss_bbox: 0.0397, s2.loss_cls: 0.0008, s2.acc: 99.8740, s2.loss_bbox: 0.0203, loss: 0.1537
2022-03-21 04:23:13,668 - mmdet - INFO - Epoch [17][310/336]	lr: 1.938e-06, eta: 2:24:19, time: 0.781, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7116, s0.loss_bbox: 0.0825, s1.loss_cls: 0.0017, s1.acc: 99.8742, s1.loss_bbox: 0.0399, s2.loss_cls: 0.0007, s2.acc: 99.8899, s2.loss_bbox: 0.0207, loss: 0.1539
2022-03-21 04:23:21,045 - mmdet - INFO - Epoch [17][320/336]	lr: 1.938e-06, eta: 2:24:09, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7064, s0.loss_bbox: 0.0821, s1.loss_cls: 0.0014, s1.acc: 99.8757, s1.loss_bbox: 0.0400, s2.loss_cls: 0.0005, s2.acc: 99.9078, s2.loss_bbox: 0.0207, loss: 0.1528
2022-03-21 04:23:28,425 - mmdet - INFO - Epoch [17][330/336]	lr: 1.938e-06, eta: 2:23:59, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0082, s0.acc: 99.6765, s0.loss_bbox: 0.0852, s1.loss_cls: 0.0018, s1.acc: 99.8690, s1.loss_bbox: 0.0419, s2.loss_cls: 0.0007, s2.acc: 99.9056, s2.loss_bbox: 0.0215, loss: 0.1600
2022-03-21 04:23:33,644 - mmdet - INFO - Saving checkpoint at 17 epochs
2022-03-21 04:24:10,686 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:24:10,986 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:24:10,987 - mmdet - INFO - Epoch(val) [17][336]	bbox_mAP: 0.4080, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4710, bbox_mAP_s: 0.4020, bbox_mAP_m: 0.4330, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.408 0.495 0.471 0.402 0.433 -1.000
2022-03-21 04:24:37,042 - mmdet - INFO - Epoch [18][10/336]	lr: 1.938e-06, eta: 2:24:09, time: 2.604, data_time: 1.811, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7168, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0014, s1.acc: 99.8852, s1.loss_bbox: 0.0357, s2.loss_cls: 0.0005, s2.acc: 99.9108, s2.loss_bbox: 0.0187, loss: 0.1379
2022-03-21 04:24:44,775 - mmdet - INFO - Epoch [18][20/336]	lr: 1.938e-06, eta: 2:23:59, time: 0.773, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7195, s0.loss_bbox: 0.0749, s1.loss_cls: 0.0016, s1.acc: 99.8584, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0005, s2.acc: 99.9137, s2.loss_bbox: 0.0189, loss: 0.1400
2022-03-21 04:24:52,920 - mmdet - INFO - Epoch [18][30/336]	lr: 1.938e-06, eta: 2:23:51, time: 0.814, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7327, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0014, s1.acc: 99.8899, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9277, s2.loss_bbox: 0.0188, loss: 0.1385
2022-03-21 04:25:00,275 - mmdet - INFO - Epoch [18][40/336]	lr: 1.938e-06, eta: 2:23:41, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.6954, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0015, s1.acc: 99.8800, s1.loss_bbox: 0.0373, s2.loss_cls: 0.0007, s2.acc: 99.8823, s2.loss_bbox: 0.0193, loss: 0.1428
2022-03-21 04:25:07,618 - mmdet - INFO - Epoch [18][50/336]	lr: 1.938e-06, eta: 2:23:31, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7345, s0.loss_bbox: 0.0770, s1.loss_cls: 0.0013, s1.acc: 99.8968, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0005, s2.acc: 99.9213, s2.loss_bbox: 0.0196, loss: 0.1437
2022-03-21 04:25:14,993 - mmdet - INFO - Epoch [18][60/336]	lr: 1.938e-06, eta: 2:23:21, time: 0.738, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0066, s0.acc: 99.7305, s0.loss_bbox: 0.0729, s1.loss_cls: 0.0014, s1.acc: 99.8863, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0006, s2.acc: 99.9110, s2.loss_bbox: 0.0182, loss: 0.1363
2022-03-21 04:25:22,344 - mmdet - INFO - Epoch [18][70/336]	lr: 1.938e-06, eta: 2:23:11, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7168, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0013, s1.acc: 99.8920, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9105, s2.loss_bbox: 0.0185, loss: 0.1355
2022-03-21 04:25:29,717 - mmdet - INFO - Epoch [18][80/336]	lr: 1.938e-06, eta: 2:23:01, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7363, s0.loss_bbox: 0.0726, s1.loss_cls: 0.0014, s1.acc: 99.8832, s1.loss_bbox: 0.0365, s2.loss_cls: 0.0005, s2.acc: 99.9253, s2.loss_bbox: 0.0185, loss: 0.1370
2022-03-21 04:25:37,632 - mmdet - INFO - Epoch [18][90/336]	lr: 1.938e-06, eta: 2:22:52, time: 0.792, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7232, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0015, s1.acc: 99.8851, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0006, s2.acc: 99.9074, s2.loss_bbox: 0.0192, loss: 0.1416
2022-03-21 04:25:46,229 - mmdet - INFO - Epoch [18][100/336]	lr: 1.938e-06, eta: 2:22:44, time: 0.858, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7238, s0.loss_bbox: 0.0715, s1.loss_cls: 0.0015, s1.acc: 99.8834, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0006, s2.acc: 99.9025, s2.loss_bbox: 0.0180, loss: 0.1343
2022-03-21 04:25:53,694 - mmdet - INFO - Epoch [18][110/336]	lr: 1.938e-06, eta: 2:22:34, time: 0.746, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7269, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0016, s1.acc: 99.8748, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0006, s2.acc: 99.9050, s2.loss_bbox: 0.0180, loss: 0.1344
2022-03-21 04:26:01,541 - mmdet - INFO - Epoch [18][120/336]	lr: 1.938e-06, eta: 2:22:25, time: 0.785, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7318, s0.loss_bbox: 0.0706, s1.loss_cls: 0.0014, s1.acc: 99.8922, s1.loss_bbox: 0.0347, s2.loss_cls: 0.0006, s2.acc: 99.9069, s2.loss_bbox: 0.0177, loss: 0.1325
2022-03-21 04:26:09,499 - mmdet - INFO - Epoch [18][130/336]	lr: 1.938e-06, eta: 2:22:16, time: 0.796, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7260, s0.loss_bbox: 0.0695, s1.loss_cls: 0.0015, s1.acc: 99.8797, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0006, s2.acc: 99.9035, s2.loss_bbox: 0.0177, loss: 0.1317
2022-03-21 04:26:16,893 - mmdet - INFO - Epoch [18][140/336]	lr: 1.938e-06, eta: 2:22:06, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6991, s0.loss_bbox: 0.0752, s1.loss_cls: 0.0017, s1.acc: 99.8635, s1.loss_bbox: 0.0368, s2.loss_cls: 0.0008, s2.acc: 99.8781, s2.loss_bbox: 0.0190, loss: 0.1418
2022-03-21 04:26:24,248 - mmdet - INFO - Epoch [18][150/336]	lr: 1.938e-06, eta: 2:21:56, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7116, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0015, s1.acc: 99.8730, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0006, s2.acc: 99.9059, s2.loss_bbox: 0.0191, loss: 0.1400
2022-03-21 04:26:31,573 - mmdet - INFO - Epoch [18][160/336]	lr: 1.938e-06, eta: 2:21:46, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7034, s0.loss_bbox: 0.0742, s1.loss_cls: 0.0016, s1.acc: 99.8764, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0007, s2.acc: 99.8867, s2.loss_bbox: 0.0192, loss: 0.1405
2022-03-21 04:26:38,897 - mmdet - INFO - Epoch [18][170/336]	lr: 1.938e-06, eta: 2:21:36, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7076, s0.loss_bbox: 0.0775, s1.loss_cls: 0.0016, s1.acc: 99.8723, s1.loss_bbox: 0.0384, s2.loss_cls: 0.0006, s2.acc: 99.8965, s2.loss_bbox: 0.0197, loss: 0.1462
2022-03-21 04:26:46,206 - mmdet - INFO - Epoch [18][180/336]	lr: 1.938e-06, eta: 2:21:26, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7113, s0.loss_bbox: 0.0776, s1.loss_cls: 0.0016, s1.acc: 99.8628, s1.loss_bbox: 0.0382, s2.loss_cls: 0.0006, s2.acc: 99.9097, s2.loss_bbox: 0.0199, loss: 0.1457
2022-03-21 04:26:53,580 - mmdet - INFO - Epoch [18][190/336]	lr: 1.938e-06, eta: 2:21:16, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7131, s0.loss_bbox: 0.0769, s1.loss_cls: 0.0014, s1.acc: 99.8879, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0005, s2.acc: 99.9135, s2.loss_bbox: 0.0193, loss: 0.1441
2022-03-21 04:27:01,061 - mmdet - INFO - Epoch [18][200/336]	lr: 1.938e-06, eta: 2:21:07, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7269, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0015, s1.acc: 99.8930, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0006, s2.acc: 99.9173, s2.loss_bbox: 0.0184, loss: 0.1371
2022-03-21 04:27:09,597 - mmdet - INFO - Epoch [18][210/336]	lr: 1.938e-06, eta: 2:20:59, time: 0.853, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7147, s0.loss_bbox: 0.0752, s1.loss_cls: 0.0013, s1.acc: 99.8974, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0005, s2.acc: 99.9191, s2.loss_bbox: 0.0191, loss: 0.1415
2022-03-21 04:27:17,686 - mmdet - INFO - Epoch [18][220/336]	lr: 1.938e-06, eta: 2:20:50, time: 0.793, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7375, s0.loss_bbox: 0.0705, s1.loss_cls: 0.0013, s1.acc: 99.9004, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9190, s2.loss_bbox: 0.0179, loss: 0.1324
2022-03-21 04:27:25,206 - mmdet - INFO - Epoch [18][230/336]	lr: 1.938e-06, eta: 2:20:41, time: 0.769, data_time: 0.026, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7137, s0.loss_bbox: 0.0718, s1.loss_cls: 0.0015, s1.acc: 99.8807, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0007, s2.acc: 99.8974, s2.loss_bbox: 0.0177, loss: 0.1345
2022-03-21 04:27:33,247 - mmdet - INFO - Epoch [18][240/336]	lr: 1.938e-06, eta: 2:20:32, time: 0.804, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7122, s0.loss_bbox: 0.0741, s1.loss_cls: 0.0014, s1.acc: 99.8814, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0006, s2.acc: 99.8956, s2.loss_bbox: 0.0186, loss: 0.1389
2022-03-21 04:27:40,573 - mmdet - INFO - Epoch [18][250/336]	lr: 1.938e-06, eta: 2:20:22, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7397, s0.loss_bbox: 0.0718, s1.loss_cls: 0.0013, s1.acc: 99.8957, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9100, s2.loss_bbox: 0.0180, loss: 0.1341
2022-03-21 04:27:47,944 - mmdet - INFO - Epoch [18][260/336]	lr: 1.938e-06, eta: 2:20:12, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7223, s0.loss_bbox: 0.0757, s1.loss_cls: 0.0013, s1.acc: 99.8884, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0005, s2.acc: 99.9210, s2.loss_bbox: 0.0190, loss: 0.1411
2022-03-21 04:27:55,291 - mmdet - INFO - Epoch [18][270/336]	lr: 1.938e-06, eta: 2:20:02, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7000, s0.loss_bbox: 0.0756, s1.loss_cls: 0.0016, s1.acc: 99.8678, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0006, s2.acc: 99.9142, s2.loss_bbox: 0.0191, loss: 0.1425
2022-03-21 04:28:02,597 - mmdet - INFO - Epoch [18][280/336]	lr: 1.938e-06, eta: 2:19:52, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7079, s0.loss_bbox: 0.0761, s1.loss_cls: 0.0014, s1.acc: 99.8840, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0006, s2.acc: 99.9047, s2.loss_bbox: 0.0190, loss: 0.1422
2022-03-21 04:28:10,849 - mmdet - INFO - Epoch [18][290/336]	lr: 1.938e-06, eta: 2:19:44, time: 0.826, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7195, s0.loss_bbox: 0.0772, s1.loss_cls: 0.0014, s1.acc: 99.8882, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0005, s2.acc: 99.9279, s2.loss_bbox: 0.0194, loss: 0.1436
2022-03-21 04:28:20,075 - mmdet - INFO - Epoch [18][300/336]	lr: 1.938e-06, eta: 2:19:37, time: 0.923, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7537, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0014, s1.acc: 99.8813, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0006, s2.acc: 99.9105, s2.loss_bbox: 0.0182, loss: 0.1342
2022-03-21 04:28:29,316 - mmdet - INFO - Epoch [18][310/336]	lr: 1.938e-06, eta: 2:19:31, time: 0.924, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7232, s0.loss_bbox: 0.0753, s1.loss_cls: 0.0013, s1.acc: 99.8922, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0005, s2.acc: 99.9284, s2.loss_bbox: 0.0186, loss: 0.1399
2022-03-21 04:28:38,344 - mmdet - INFO - Epoch [18][320/336]	lr: 1.938e-06, eta: 2:19:24, time: 0.902, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7464, s0.loss_bbox: 0.0753, s1.loss_cls: 0.0012, s1.acc: 99.9024, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0004, s2.acc: 99.9320, s2.loss_bbox: 0.0180, loss: 0.1376
2022-03-21 04:28:45,864 - mmdet - INFO - Epoch [18][330/336]	lr: 1.938e-06, eta: 2:19:14, time: 0.752, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7391, s0.loss_bbox: 0.0724, s1.loss_cls: 0.0011, s1.acc: 99.9124, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0004, s2.acc: 99.9325, s2.loss_bbox: 0.0181, loss: 0.1343
2022-03-21 04:28:51,406 - mmdet - INFO - Saving checkpoint at 18 epochs
2022-03-21 04:29:28,413 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:29:28,569 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:29:28,570 - mmdet - INFO - Epoch(val) [18][336]	bbox_mAP: 0.4150, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4760, bbox_mAP_s: 0.4100, bbox_mAP_m: 0.4350, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.415 0.495 0.476 0.410 0.435 -1.000
2022-03-21 04:29:54,902 - mmdet - INFO - Epoch [19][10/336]	lr: 1.938e-06, eta: 2:19:22, time: 2.632, data_time: 1.905, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7232, s0.loss_bbox: 0.0727, s1.loss_cls: 0.0013, s1.acc: 99.8955, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9266, s2.loss_bbox: 0.0175, loss: 0.1346
2022-03-21 04:30:02,276 - mmdet - INFO - Epoch [19][20/336]	lr: 1.938e-06, eta: 2:19:13, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7339, s0.loss_bbox: 0.0750, s1.loss_cls: 0.0011, s1.acc: 99.9037, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9244, s2.loss_bbox: 0.0179, loss: 0.1379
2022-03-21 04:30:09,714 - mmdet - INFO - Epoch [19][30/336]	lr: 1.938e-06, eta: 2:19:03, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7156, s0.loss_bbox: 0.0754, s1.loss_cls: 0.0012, s1.acc: 99.9018, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0004, s2.acc: 99.9279, s2.loss_bbox: 0.0180, loss: 0.1387
2022-03-21 04:30:17,179 - mmdet - INFO - Epoch [19][40/336]	lr: 1.938e-06, eta: 2:18:53, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7125, s0.loss_bbox: 0.0745, s1.loss_cls: 0.0015, s1.acc: 99.8643, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0005, s2.acc: 99.9088, s2.loss_bbox: 0.0180, loss: 0.1381
2022-03-21 04:30:24,794 - mmdet - INFO - Epoch [19][50/336]	lr: 1.938e-06, eta: 2:18:44, time: 0.768, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.6906, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0013, s1.acc: 99.8853, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0005, s2.acc: 99.9156, s2.loss_bbox: 0.0178, loss: 0.1371
2022-03-21 04:30:32,264 - mmdet - INFO - Epoch [19][60/336]	lr: 1.938e-06, eta: 2:18:34, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.7034, s0.loss_bbox: 0.0773, s1.loss_cls: 0.0017, s1.acc: 99.8669, s1.loss_bbox: 0.0381, s2.loss_cls: 0.0006, s2.acc: 99.9070, s2.loss_bbox: 0.0194, loss: 0.1455
2022-03-21 04:30:40,975 - mmdet - INFO - Epoch [19][70/336]	lr: 1.938e-06, eta: 2:18:26, time: 0.871, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7284, s0.loss_bbox: 0.0723, s1.loss_cls: 0.0013, s1.acc: 99.8984, s1.loss_bbox: 0.0343, s2.loss_cls: 0.0004, s2.acc: 99.9351, s2.loss_bbox: 0.0174, loss: 0.1331
2022-03-21 04:30:49,089 - mmdet - INFO - Epoch [19][80/336]	lr: 1.938e-06, eta: 2:18:18, time: 0.812, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7122, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0013, s1.acc: 99.8916, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0005, s2.acc: 99.9276, s2.loss_bbox: 0.0183, loss: 0.1391
2022-03-21 04:30:56,610 - mmdet - INFO - Epoch [19][90/336]	lr: 1.938e-06, eta: 2:18:08, time: 0.752, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7021, s0.loss_bbox: 0.0763, s1.loss_cls: 0.0014, s1.acc: 99.8809, s1.loss_bbox: 0.0368, s2.loss_cls: 0.0004, s2.acc: 99.9291, s2.loss_bbox: 0.0186, loss: 0.1416
2022-03-21 04:31:03,995 - mmdet - INFO - Epoch [19][100/336]	lr: 1.938e-06, eta: 2:17:59, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6997, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0017, s1.acc: 99.8616, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0007, s2.acc: 99.8959, s2.loss_bbox: 0.0182, loss: 0.1421
2022-03-21 04:31:11,417 - mmdet - INFO - Epoch [19][110/336]	lr: 1.938e-06, eta: 2:17:49, time: 0.742, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7076, s0.loss_bbox: 0.0778, s1.loss_cls: 0.0014, s1.acc: 99.8834, s1.loss_bbox: 0.0383, s2.loss_cls: 0.0005, s2.acc: 99.9161, s2.loss_bbox: 0.0191, loss: 0.1453
2022-03-21 04:31:18,793 - mmdet - INFO - Epoch [19][120/336]	lr: 1.938e-06, eta: 2:17:39, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7537, s0.loss_bbox: 0.0704, s1.loss_cls: 0.0013, s1.acc: 99.8966, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0180, loss: 0.1319
2022-03-21 04:31:26,312 - mmdet - INFO - Epoch [19][130/336]	lr: 1.938e-06, eta: 2:17:29, time: 0.752, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7073, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0016, s1.acc: 99.8798, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9224, s2.loss_bbox: 0.0181, loss: 0.1380
2022-03-21 04:31:33,665 - mmdet - INFO - Epoch [19][140/336]	lr: 1.938e-06, eta: 2:17:20, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7177, s0.loss_bbox: 0.0762, s1.loss_cls: 0.0014, s1.acc: 99.8818, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0006, s2.acc: 99.9139, s2.loss_bbox: 0.0187, loss: 0.1419
2022-03-21 04:31:41,283 - mmdet - INFO - Epoch [19][150/336]	lr: 1.938e-06, eta: 2:17:10, time: 0.761, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7491, s0.loss_bbox: 0.0712, s1.loss_cls: 0.0012, s1.acc: 99.9079, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0004, s2.acc: 99.9380, s2.loss_bbox: 0.0178, loss: 0.1323
2022-03-21 04:31:49,595 - mmdet - INFO - Epoch [19][160/336]	lr: 1.938e-06, eta: 2:17:02, time: 0.824, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7464, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0014, s1.acc: 99.8915, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0005, s2.acc: 99.9162, s2.loss_bbox: 0.0176, loss: 0.1328
2022-03-21 04:31:58,921 - mmdet - INFO - Epoch [19][170/336]	lr: 1.938e-06, eta: 2:16:55, time: 0.939, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7299, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0015, s1.acc: 99.8783, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0006, s2.acc: 99.9073, s2.loss_bbox: 0.0172, loss: 0.1308
2022-03-21 04:32:07,043 - mmdet - INFO - Epoch [19][180/336]	lr: 1.938e-06, eta: 2:16:47, time: 0.812, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6991, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0017, s1.acc: 99.8542, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0007, s2.acc: 99.8831, s2.loss_bbox: 0.0186, loss: 0.1418
2022-03-21 04:32:14,418 - mmdet - INFO - Epoch [19][190/336]	lr: 1.938e-06, eta: 2:16:37, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7183, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0013, s1.acc: 99.8918, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0005, s2.acc: 99.9278, s2.loss_bbox: 0.0178, loss: 0.1325
2022-03-21 04:32:21,793 - mmdet - INFO - Epoch [19][200/336]	lr: 1.938e-06, eta: 2:16:27, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7104, s0.loss_bbox: 0.0776, s1.loss_cls: 0.0015, s1.acc: 99.8772, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0006, s2.acc: 99.9116, s2.loss_bbox: 0.0196, loss: 0.1451
2022-03-21 04:32:29,284 - mmdet - INFO - Epoch [19][210/336]	lr: 1.938e-06, eta: 2:16:18, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7064, s0.loss_bbox: 0.0788, s1.loss_cls: 0.0015, s1.acc: 99.8713, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0006, s2.acc: 99.9030, s2.loss_bbox: 0.0194, loss: 0.1466
2022-03-21 04:32:36,711 - mmdet - INFO - Epoch [19][220/336]	lr: 1.938e-06, eta: 2:16:08, time: 0.743, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7171, s0.loss_bbox: 0.0749, s1.loss_cls: 0.0013, s1.acc: 99.8975, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0005, s2.acc: 99.9176, s2.loss_bbox: 0.0187, loss: 0.1402
2022-03-21 04:32:44,576 - mmdet - INFO - Epoch [19][230/336]	lr: 1.938e-06, eta: 2:15:59, time: 0.787, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7122, s0.loss_bbox: 0.0750, s1.loss_cls: 0.0015, s1.acc: 99.8747, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0005, s2.acc: 99.9168, s2.loss_bbox: 0.0189, loss: 0.1405
2022-03-21 04:32:51,966 - mmdet - INFO - Epoch [19][240/336]	lr: 1.938e-06, eta: 2:15:50, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7012, s0.loss_bbox: 0.0763, s1.loss_cls: 0.0017, s1.acc: 99.8600, s1.loss_bbox: 0.0380, s2.loss_cls: 0.0005, s2.acc: 99.9209, s2.loss_bbox: 0.0196, loss: 0.1441
2022-03-21 04:32:59,583 - mmdet - INFO - Epoch [19][250/336]	lr: 1.938e-06, eta: 2:15:40, time: 0.762, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7223, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0016, s1.acc: 99.8758, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0005, s2.acc: 99.9203, s2.loss_bbox: 0.0190, loss: 0.1412
2022-03-21 04:33:07,012 - mmdet - INFO - Epoch [19][260/336]	lr: 1.938e-06, eta: 2:15:31, time: 0.743, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7189, s0.loss_bbox: 0.0787, s1.loss_cls: 0.0014, s1.acc: 99.8758, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0004, s2.acc: 99.9264, s2.loss_bbox: 0.0200, loss: 0.1474
2022-03-21 04:33:14,774 - mmdet - INFO - Epoch [19][270/336]	lr: 1.938e-06, eta: 2:15:22, time: 0.776, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6976, s0.loss_bbox: 0.0783, s1.loss_cls: 0.0014, s1.acc: 99.8777, s1.loss_bbox: 0.0387, s2.loss_cls: 0.0005, s2.acc: 99.9151, s2.loss_bbox: 0.0197, loss: 0.1470
2022-03-21 04:33:22,882 - mmdet - INFO - Epoch [19][280/336]	lr: 1.938e-06, eta: 2:15:13, time: 0.811, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6912, s0.loss_bbox: 0.0800, s1.loss_cls: 0.0014, s1.acc: 99.8844, s1.loss_bbox: 0.0385, s2.loss_cls: 0.0004, s2.acc: 99.9281, s2.loss_bbox: 0.0196, loss: 0.1483
2022-03-21 04:33:31,170 - mmdet - INFO - Epoch [19][290/336]	lr: 1.938e-06, eta: 2:15:05, time: 0.822, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7217, s0.loss_bbox: 0.0758, s1.loss_cls: 0.0016, s1.acc: 99.8540, s1.loss_bbox: 0.0375, s2.loss_cls: 0.0005, s2.acc: 99.9068, s2.loss_bbox: 0.0190, loss: 0.1425
2022-03-21 04:33:40,226 - mmdet - INFO - Epoch [19][300/336]	lr: 1.938e-06, eta: 2:14:58, time: 0.906, data_time: 0.018, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.6951, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0018, s1.acc: 99.8465, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0007, s2.acc: 99.8910, s2.loss_bbox: 0.0184, loss: 0.1355
2022-03-21 04:33:49,282 - mmdet - INFO - Epoch [19][310/336]	lr: 1.938e-06, eta: 2:14:50, time: 0.905, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7046, s0.loss_bbox: 0.0790, s1.loss_cls: 0.0016, s1.acc: 99.8710, s1.loss_bbox: 0.0387, s2.loss_cls: 0.0006, s2.acc: 99.8960, s2.loss_bbox: 0.0194, loss: 0.1473
2022-03-21 04:33:57,130 - mmdet - INFO - Epoch [19][320/336]	lr: 1.938e-06, eta: 2:14:42, time: 0.791, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0077, s0.acc: 99.6912, s0.loss_bbox: 0.0801, s1.loss_cls: 0.0017, s1.acc: 99.8659, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0007, s2.acc: 99.8781, s2.loss_bbox: 0.0202, loss: 0.1498
2022-03-21 04:34:04,498 - mmdet - INFO - Epoch [19][330/336]	lr: 1.938e-06, eta: 2:14:32, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7141, s0.loss_bbox: 0.0769, s1.loss_cls: 0.0013, s1.acc: 99.8887, s1.loss_bbox: 0.0373, s2.loss_cls: 0.0004, s2.acc: 99.9360, s2.loss_bbox: 0.0191, loss: 0.1430
2022-03-21 04:34:09,986 - mmdet - INFO - Saving checkpoint at 19 epochs
2022-03-21 04:34:47,096 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:34:47,416 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:34:47,416 - mmdet - INFO - Epoch(val) [19][336]	bbox_mAP: 0.4220, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4790, bbox_mAP_s: 0.4170, bbox_mAP_m: 0.4430, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.422 0.495 0.479 0.417 0.443 -1.000
2022-03-21 04:35:14,189 - mmdet - INFO - Epoch [20][10/336]	lr: 1.938e-06, eta: 2:14:39, time: 2.675, data_time: 1.835, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7232, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0016, s1.acc: 99.8703, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0006, s2.acc: 99.8947, s2.loss_bbox: 0.0179, loss: 0.1335
2022-03-21 04:35:22,805 - mmdet - INFO - Epoch [20][20/336]	lr: 1.938e-06, eta: 2:14:31, time: 0.839, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7324, s0.loss_bbox: 0.0726, s1.loss_cls: 0.0013, s1.acc: 99.8978, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0004, s2.acc: 99.9323, s2.loss_bbox: 0.0174, loss: 0.1335
2022-03-21 04:35:30,664 - mmdet - INFO - Epoch [20][30/336]	lr: 1.938e-06, eta: 2:14:22, time: 0.808, data_time: 0.032, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7412, s0.loss_bbox: 0.0754, s1.loss_cls: 0.0012, s1.acc: 99.8986, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0004, s2.acc: 99.9309, s2.loss_bbox: 0.0181, loss: 0.1384
2022-03-21 04:35:38,563 - mmdet - INFO - Epoch [20][40/336]	lr: 1.938e-06, eta: 2:14:14, time: 0.790, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7223, s0.loss_bbox: 0.0722, s1.loss_cls: 0.0014, s1.acc: 99.8982, s1.loss_bbox: 0.0347, s2.loss_cls: 0.0005, s2.acc: 99.9177, s2.loss_bbox: 0.0175, loss: 0.1339
2022-03-21 04:35:45,886 - mmdet - INFO - Epoch [20][50/336]	lr: 1.938e-06, eta: 2:14:04, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7461, s0.loss_bbox: 0.0686, s1.loss_cls: 0.0012, s1.acc: 99.9009, s1.loss_bbox: 0.0326, s2.loss_cls: 0.0004, s2.acc: 99.9295, s2.loss_bbox: 0.0168, loss: 0.1269
2022-03-21 04:35:54,254 - mmdet - INFO - Epoch [20][60/336]	lr: 1.938e-06, eta: 2:13:56, time: 0.830, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7485, s0.loss_bbox: 0.0694, s1.loss_cls: 0.0013, s1.acc: 99.8986, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0005, s2.acc: 99.9297, s2.loss_bbox: 0.0167, loss: 0.1284
2022-03-21 04:36:02,848 - mmdet - INFO - Epoch [20][70/336]	lr: 1.938e-06, eta: 2:13:48, time: 0.865, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7290, s0.loss_bbox: 0.0697, s1.loss_cls: 0.0015, s1.acc: 99.8789, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0005, s2.acc: 99.8959, s2.loss_bbox: 0.0169, loss: 0.1292
2022-03-21 04:36:10,176 - mmdet - INFO - Epoch [20][80/336]	lr: 1.938e-06, eta: 2:13:38, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7534, s0.loss_bbox: 0.0662, s1.loss_cls: 0.0012, s1.acc: 99.8979, s1.loss_bbox: 0.0322, s2.loss_cls: 0.0005, s2.acc: 99.9215, s2.loss_bbox: 0.0166, loss: 0.1237
2022-03-21 04:36:17,546 - mmdet - INFO - Epoch [20][90/336]	lr: 1.938e-06, eta: 2:13:28, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7604, s0.loss_bbox: 0.0666, s1.loss_cls: 0.0012, s1.acc: 99.9069, s1.loss_bbox: 0.0318, s2.loss_cls: 0.0005, s2.acc: 99.9084, s2.loss_bbox: 0.0163, loss: 0.1233
2022-03-21 04:36:25,059 - mmdet - INFO - Epoch [20][100/336]	lr: 1.938e-06, eta: 2:13:19, time: 0.751, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0058, s0.acc: 99.7757, s0.loss_bbox: 0.0655, s1.loss_cls: 0.0011, s1.acc: 99.9142, s1.loss_bbox: 0.0317, s2.loss_cls: 0.0004, s2.acc: 99.9318, s2.loss_bbox: 0.0162, loss: 0.1213
2022-03-21 04:36:33,388 - mmdet - INFO - Epoch [20][110/336]	lr: 1.938e-06, eta: 2:13:11, time: 0.833, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7311, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0012, s1.acc: 99.8929, s1.loss_bbox: 0.0332, s2.loss_cls: 0.0005, s2.acc: 99.9249, s2.loss_bbox: 0.0169, loss: 0.1278
2022-03-21 04:36:41,559 - mmdet - INFO - Epoch [20][120/336]	lr: 1.938e-06, eta: 2:13:02, time: 0.810, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7446, s0.loss_bbox: 0.0696, s1.loss_cls: 0.0014, s1.acc: 99.8828, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0005, s2.acc: 99.9115, s2.loss_bbox: 0.0174, loss: 0.1297
2022-03-21 04:36:50,830 - mmdet - INFO - Epoch [20][130/336]	lr: 1.938e-06, eta: 2:12:55, time: 0.927, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7656, s0.loss_bbox: 0.0688, s1.loss_cls: 0.0012, s1.acc: 99.9070, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0005, s2.acc: 99.9162, s2.loss_bbox: 0.0175, loss: 0.1280
2022-03-21 04:36:59,266 - mmdet - INFO - Epoch [20][140/336]	lr: 1.938e-06, eta: 2:12:47, time: 0.850, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7537, s0.loss_bbox: 0.0677, s1.loss_cls: 0.0012, s1.acc: 99.9079, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0004, s2.acc: 99.9335, s2.loss_bbox: 0.0169, loss: 0.1259
2022-03-21 04:37:08,235 - mmdet - INFO - Epoch [20][150/336]	lr: 1.938e-06, eta: 2:12:40, time: 0.898, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7247, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0015, s1.acc: 99.8836, s1.loss_bbox: 0.0334, s2.loss_cls: 0.0006, s2.acc: 99.8933, s2.loss_bbox: 0.0171, loss: 0.1285
2022-03-21 04:37:16,903 - mmdet - INFO - Epoch [20][160/336]	lr: 1.938e-06, eta: 2:12:32, time: 0.866, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7046, s0.loss_bbox: 0.0755, s1.loss_cls: 0.0013, s1.acc: 99.8880, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0005, s2.acc: 99.9169, s2.loss_bbox: 0.0185, loss: 0.1405
2022-03-21 04:37:24,217 - mmdet - INFO - Epoch [20][170/336]	lr: 1.938e-06, eta: 2:12:22, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7366, s0.loss_bbox: 0.0730, s1.loss_cls: 0.0013, s1.acc: 99.9033, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0005, s2.acc: 99.9267, s2.loss_bbox: 0.0176, loss: 0.1348
2022-03-21 04:37:32,774 - mmdet - INFO - Epoch [20][180/336]	lr: 1.938e-06, eta: 2:12:14, time: 0.849, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7403, s0.loss_bbox: 0.0700, s1.loss_cls: 0.0012, s1.acc: 99.8949, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9365, s2.loss_bbox: 0.0171, loss: 0.1300
2022-03-21 04:37:41,008 - mmdet - INFO - Epoch [20][190/336]	lr: 1.938e-06, eta: 2:12:06, time: 0.829, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7314, s0.loss_bbox: 0.0730, s1.loss_cls: 0.0014, s1.acc: 99.8799, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0006, s2.acc: 99.9024, s2.loss_bbox: 0.0181, loss: 0.1360
2022-03-21 04:37:48,364 - mmdet - INFO - Epoch [20][200/336]	lr: 1.938e-06, eta: 2:11:56, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0078, s0.acc: 99.7171, s0.loss_bbox: 0.0780, s1.loss_cls: 0.0016, s1.acc: 99.8721, s1.loss_bbox: 0.0376, s2.loss_cls: 0.0006, s2.acc: 99.9053, s2.loss_bbox: 0.0191, loss: 0.1453
2022-03-21 04:37:55,682 - mmdet - INFO - Epoch [20][210/336]	lr: 1.938e-06, eta: 2:11:47, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0062, s0.acc: 99.7552, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0013, s1.acc: 99.8917, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0004, s2.acc: 99.9241, s2.loss_bbox: 0.0183, loss: 0.1374
2022-03-21 04:38:03,233 - mmdet - INFO - Epoch [20][220/336]	lr: 1.938e-06, eta: 2:11:37, time: 0.755, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0005, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0065, s0.acc: 99.7391, s0.loss_bbox: 0.0733, s1.loss_cls: 0.0012, s1.acc: 99.8981, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0004, s2.acc: 99.9320, s2.loss_bbox: 0.0182, loss: 0.1362
2022-03-21 04:38:11,346 - mmdet - INFO - Epoch [20][230/336]	lr: 1.938e-06, eta: 2:11:29, time: 0.811, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7458, s0.loss_bbox: 0.0724, s1.loss_cls: 0.0012, s1.acc: 99.8959, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0004, s2.acc: 99.9212, s2.loss_bbox: 0.0177, loss: 0.1336
2022-03-21 04:38:18,964 - mmdet - INFO - Epoch [20][240/336]	lr: 1.938e-06, eta: 2:11:20, time: 0.762, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7644, s0.loss_bbox: 0.0715, s1.loss_cls: 0.0012, s1.acc: 99.8960, s1.loss_bbox: 0.0346, s2.loss_cls: 0.0005, s2.acc: 99.9193, s2.loss_bbox: 0.0172, loss: 0.1318
2022-03-21 04:38:26,594 - mmdet - INFO - Epoch [20][250/336]	lr: 1.938e-06, eta: 2:11:10, time: 0.756, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0067, s0.acc: 99.7379, s0.loss_bbox: 0.0773, s1.loss_cls: 0.0014, s1.acc: 99.8758, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0004, s2.acc: 99.9350, s2.loss_bbox: 0.0183, loss: 0.1411
2022-03-21 04:38:34,424 - mmdet - INFO - Epoch [20][260/336]	lr: 1.938e-06, eta: 2:11:01, time: 0.790, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7604, s0.loss_bbox: 0.0701, s1.loss_cls: 0.0010, s1.acc: 99.9217, s1.loss_bbox: 0.0332, s2.loss_cls: 0.0003, s2.acc: 99.9480, s2.loss_bbox: 0.0168, loss: 0.1283
2022-03-21 04:38:42,394 - mmdet - INFO - Epoch [20][270/336]	lr: 1.938e-06, eta: 2:10:53, time: 0.790, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7647, s0.loss_bbox: 0.0695, s1.loss_cls: 0.0012, s1.acc: 99.9044, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0003, s2.acc: 99.9534, s2.loss_bbox: 0.0170, loss: 0.1282
2022-03-21 04:38:50,077 - mmdet - INFO - Epoch [20][280/336]	lr: 1.938e-06, eta: 2:10:43, time: 0.775, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7424, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0012, s1.acc: 99.8948, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9344, s2.loss_bbox: 0.0171, loss: 0.1312
2022-03-21 04:38:58,885 - mmdet - INFO - Epoch [20][290/336]	lr: 1.938e-06, eta: 2:10:36, time: 0.874, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7391, s0.loss_bbox: 0.0745, s1.loss_cls: 0.0012, s1.acc: 99.8996, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0004, s2.acc: 99.9421, s2.loss_bbox: 0.0183, loss: 0.1376
2022-03-21 04:39:08,005 - mmdet - INFO - Epoch [20][300/336]	lr: 1.938e-06, eta: 2:10:29, time: 0.912, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7217, s0.loss_bbox: 0.0767, s1.loss_cls: 0.0014, s1.acc: 99.8790, s1.loss_bbox: 0.0374, s2.loss_cls: 0.0005, s2.acc: 99.9184, s2.loss_bbox: 0.0192, loss: 0.1430
2022-03-21 04:39:15,834 - mmdet - INFO - Epoch [20][310/336]	lr: 1.938e-06, eta: 2:10:20, time: 0.790, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7153, s0.loss_bbox: 0.0730, s1.loss_cls: 0.0014, s1.acc: 99.8874, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0004, s2.acc: 99.9399, s2.loss_bbox: 0.0185, loss: 0.1371
2022-03-21 04:39:23,580 - mmdet - INFO - Epoch [20][320/336]	lr: 1.938e-06, eta: 2:10:11, time: 0.775, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6906, s0.loss_bbox: 0.0766, s1.loss_cls: 0.0018, s1.acc: 99.8426, s1.loss_bbox: 0.0370, s2.loss_cls: 0.0008, s2.acc: 99.8787, s2.loss_bbox: 0.0189, loss: 0.1436
2022-03-21 04:39:31,570 - mmdet - INFO - Epoch [20][330/336]	lr: 1.938e-06, eta: 2:10:02, time: 0.799, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0066, s0.acc: 99.7391, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0014, s1.acc: 99.8800, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9209, s2.loss_bbox: 0.0187, loss: 0.1376
2022-03-21 04:39:37,369 - mmdet - INFO - Saving checkpoint at 20 epochs
2022-03-21 04:40:14,443 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:40:14,603 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:40:14,604 - mmdet - INFO - Epoch(val) [20][336]	bbox_mAP: 0.4160, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4810, bbox_mAP_s: 0.4120, bbox_mAP_m: 0.4380, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.416 0.495 0.481 0.412 0.438 -1.000
2022-03-21 04:40:40,955 - mmdet - INFO - Epoch [21][10/336]	lr: 1.938e-06, eta: 2:10:07, time: 2.626, data_time: 1.859, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7162, s0.loss_bbox: 0.0752, s1.loss_cls: 0.0015, s1.acc: 99.8709, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0005, s2.acc: 99.9241, s2.loss_bbox: 0.0186, loss: 0.1404
2022-03-21 04:40:48,391 - mmdet - INFO - Epoch [21][20/336]	lr: 1.938e-06, eta: 2:09:58, time: 0.751, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0064, s0.acc: 99.7501, s0.loss_bbox: 0.0706, s1.loss_cls: 0.0014, s1.acc: 99.8805, s1.loss_bbox: 0.0343, s2.loss_cls: 0.0005, s2.acc: 99.9115, s2.loss_bbox: 0.0175, loss: 0.1314
2022-03-21 04:40:55,739 - mmdet - INFO - Epoch [21][30/336]	lr: 1.938e-06, eta: 2:09:48, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7531, s0.loss_bbox: 0.0696, s1.loss_cls: 0.0012, s1.acc: 99.8944, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0004, s2.acc: 99.9326, s2.loss_bbox: 0.0170, loss: 0.1284
2022-03-21 04:41:03,989 - mmdet - INFO - Epoch [21][40/336]	lr: 1.938e-06, eta: 2:09:40, time: 0.825, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7409, s0.loss_bbox: 0.0692, s1.loss_cls: 0.0013, s1.acc: 99.8887, s1.loss_bbox: 0.0324, s2.loss_cls: 0.0005, s2.acc: 99.9232, s2.loss_bbox: 0.0167, loss: 0.1273
2022-03-21 04:41:11,354 - mmdet - INFO - Epoch [21][50/336]	lr: 1.938e-06, eta: 2:09:30, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7522, s0.loss_bbox: 0.0662, s1.loss_cls: 0.0013, s1.acc: 99.8946, s1.loss_bbox: 0.0309, s2.loss_cls: 0.0005, s2.acc: 99.9290, s2.loss_bbox: 0.0159, loss: 0.1219
2022-03-21 04:41:18,747 - mmdet - INFO - Epoch [21][60/336]	lr: 1.938e-06, eta: 2:09:20, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7464, s0.loss_bbox: 0.0704, s1.loss_cls: 0.0013, s1.acc: 99.8916, s1.loss_bbox: 0.0331, s2.loss_cls: 0.0005, s2.acc: 99.9326, s2.loss_bbox: 0.0166, loss: 0.1289
2022-03-21 04:41:26,844 - mmdet - INFO - Epoch [21][70/336]	lr: 1.938e-06, eta: 2:09:12, time: 0.803, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7568, s0.loss_bbox: 0.0696, s1.loss_cls: 0.0013, s1.acc: 99.8862, s1.loss_bbox: 0.0325, s2.loss_cls: 0.0005, s2.acc: 99.9216, s2.loss_bbox: 0.0166, loss: 0.1275
2022-03-21 04:41:35,967 - mmdet - INFO - Epoch [21][80/336]	lr: 1.938e-06, eta: 2:09:05, time: 0.912, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7318, s0.loss_bbox: 0.0744, s1.loss_cls: 0.0012, s1.acc: 99.9118, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0005, s2.acc: 99.9141, s2.loss_bbox: 0.0174, loss: 0.1360
2022-03-21 04:41:44,782 - mmdet - INFO - Epoch [21][90/336]	lr: 1.938e-06, eta: 2:08:57, time: 0.888, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7552, s0.loss_bbox: 0.0682, s1.loss_cls: 0.0011, s1.acc: 99.9153, s1.loss_bbox: 0.0323, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0163, loss: 0.1247
2022-03-21 04:41:52,179 - mmdet - INFO - Epoch [21][100/336]	lr: 1.938e-06, eta: 2:08:47, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7507, s0.loss_bbox: 0.0734, s1.loss_cls: 0.0012, s1.acc: 99.8925, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0004, s2.acc: 99.9343, s2.loss_bbox: 0.0174, loss: 0.1343
2022-03-21 04:41:59,566 - mmdet - INFO - Epoch [21][110/336]	lr: 1.938e-06, eta: 2:08:38, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7287, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0016, s1.acc: 99.8752, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0007, s2.acc: 99.8885, s2.loss_bbox: 0.0183, loss: 0.1355
2022-03-21 04:42:06,959 - mmdet - INFO - Epoch [21][120/336]	lr: 1.938e-06, eta: 2:08:28, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7086, s0.loss_bbox: 0.0791, s1.loss_cls: 0.0015, s1.acc: 99.8739, s1.loss_bbox: 0.0383, s2.loss_cls: 0.0006, s2.acc: 99.9040, s2.loss_bbox: 0.0195, loss: 0.1475
2022-03-21 04:42:14,397 - mmdet - INFO - Epoch [21][130/336]	lr: 1.938e-06, eta: 2:08:19, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7116, s0.loss_bbox: 0.0754, s1.loss_cls: 0.0013, s1.acc: 99.8971, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0005, s2.acc: 99.9264, s2.loss_bbox: 0.0184, loss: 0.1397
2022-03-21 04:42:21,973 - mmdet - INFO - Epoch [21][140/336]	lr: 1.938e-06, eta: 2:08:10, time: 0.761, data_time: 0.014, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0078, s0.acc: 99.6924, s0.loss_bbox: 0.0775, s1.loss_cls: 0.0017, s1.acc: 99.8629, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0006, s2.acc: 99.9004, s2.loss_bbox: 0.0193, loss: 0.1454
2022-03-21 04:42:29,363 - mmdet - INFO - Epoch [21][150/336]	lr: 1.938e-06, eta: 2:08:00, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7293, s0.loss_bbox: 0.0752, s1.loss_cls: 0.0014, s1.acc: 99.8775, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0005, s2.acc: 99.9199, s2.loss_bbox: 0.0185, loss: 0.1392
2022-03-21 04:42:36,812 - mmdet - INFO - Epoch [21][160/336]	lr: 1.938e-06, eta: 2:07:51, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7250, s0.loss_bbox: 0.0725, s1.loss_cls: 0.0014, s1.acc: 99.8762, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0006, s2.acc: 99.9118, s2.loss_bbox: 0.0183, loss: 0.1362
2022-03-21 04:42:44,186 - mmdet - INFO - Epoch [21][170/336]	lr: 1.938e-06, eta: 2:07:41, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7253, s0.loss_bbox: 0.0721, s1.loss_cls: 0.0014, s1.acc: 99.8703, s1.loss_bbox: 0.0357, s2.loss_cls: 0.0005, s2.acc: 99.9249, s2.loss_bbox: 0.0183, loss: 0.1355
2022-03-21 04:42:52,162 - mmdet - INFO - Epoch [21][180/336]	lr: 1.938e-06, eta: 2:07:32, time: 0.798, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7339, s0.loss_bbox: 0.0678, s1.loss_cls: 0.0014, s1.acc: 99.8834, s1.loss_bbox: 0.0325, s2.loss_cls: 0.0005, s2.acc: 99.9127, s2.loss_bbox: 0.0168, loss: 0.1264
2022-03-21 04:43:00,076 - mmdet - INFO - Epoch [21][190/336]	lr: 1.938e-06, eta: 2:07:24, time: 0.791, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7495, s0.loss_bbox: 0.0692, s1.loss_cls: 0.0013, s1.acc: 99.8894, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0005, s2.acc: 99.9177, s2.loss_bbox: 0.0173, loss: 0.1290
2022-03-21 04:43:07,677 - mmdet - INFO - Epoch [21][200/336]	lr: 1.938e-06, eta: 2:07:14, time: 0.760, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.7006, s0.loss_bbox: 0.0717, s1.loss_cls: 0.0018, s1.acc: 99.8791, s1.loss_bbox: 0.0357, s2.loss_cls: 0.0006, s2.acc: 99.8986, s2.loss_bbox: 0.0182, loss: 0.1363
2022-03-21 04:43:15,065 - mmdet - INFO - Epoch [21][210/336]	lr: 1.938e-06, eta: 2:07:05, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7171, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0015, s1.acc: 99.8688, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0006, s2.acc: 99.8895, s2.loss_bbox: 0.0188, loss: 0.1391
2022-03-21 04:43:22,450 - mmdet - INFO - Epoch [21][220/336]	lr: 1.938e-06, eta: 2:06:55, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7195, s0.loss_bbox: 0.0731, s1.loss_cls: 0.0016, s1.acc: 99.8659, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0006, s2.acc: 99.8970, s2.loss_bbox: 0.0188, loss: 0.1378
2022-03-21 04:43:29,785 - mmdet - INFO - Epoch [21][230/336]	lr: 1.938e-06, eta: 2:06:46, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.7064, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0017, s1.acc: 99.8698, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9106, s2.loss_bbox: 0.0183, loss: 0.1382
2022-03-21 04:43:37,234 - mmdet - INFO - Epoch [21][240/336]	lr: 1.938e-06, eta: 2:06:37, time: 0.745, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7119, s0.loss_bbox: 0.0762, s1.loss_cls: 0.0014, s1.acc: 99.8797, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0005, s2.acc: 99.9247, s2.loss_bbox: 0.0187, loss: 0.1417
2022-03-21 04:43:44,598 - mmdet - INFO - Epoch [21][250/336]	lr: 1.938e-06, eta: 2:06:27, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7125, s0.loss_bbox: 0.0739, s1.loss_cls: 0.0015, s1.acc: 99.8785, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0006, s2.acc: 99.9105, s2.loss_bbox: 0.0187, loss: 0.1392
2022-03-21 04:43:51,940 - mmdet - INFO - Epoch [21][260/336]	lr: 1.938e-06, eta: 2:06:18, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7064, s0.loss_bbox: 0.0732, s1.loss_cls: 0.0015, s1.acc: 99.8819, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0007, s2.acc: 99.8850, s2.loss_bbox: 0.0183, loss: 0.1371
2022-03-21 04:43:59,507 - mmdet - INFO - Epoch [21][270/336]	lr: 1.938e-06, eta: 2:06:08, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6887, s0.loss_bbox: 0.0746, s1.loss_cls: 0.0015, s1.acc: 99.8822, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0006, s2.acc: 99.9054, s2.loss_bbox: 0.0192, loss: 0.1415
2022-03-21 04:44:07,462 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:44:07,462 - mmdet - INFO - Epoch [21][280/336]	lr: 1.938e-06, eta: 2:06:00, time: 0.815, data_time: 0.030, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7226, s0.loss_bbox: 0.0722, s1.loss_cls: 0.0016, s1.acc: 99.8773, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0005, s2.acc: 99.9198, s2.loss_bbox: 0.0186, loss: 0.1362
2022-03-21 04:44:15,589 - mmdet - INFO - Epoch [21][290/336]	lr: 1.938e-06, eta: 2:05:51, time: 0.813, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0072, s0.acc: 99.7073, s0.loss_bbox: 0.0781, s1.loss_cls: 0.0016, s1.acc: 99.8772, s1.loss_bbox: 0.0391, s2.loss_cls: 0.0005, s2.acc: 99.9086, s2.loss_bbox: 0.0202, loss: 0.1474
2022-03-21 04:44:22,913 - mmdet - INFO - Epoch [21][300/336]	lr: 1.938e-06, eta: 2:05:42, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7092, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0018, s1.acc: 99.8419, s1.loss_bbox: 0.0368, s2.loss_cls: 0.0007, s2.acc: 99.8815, s2.loss_bbox: 0.0193, loss: 0.1394
2022-03-21 04:44:30,307 - mmdet - INFO - Epoch [21][310/336]	lr: 1.938e-06, eta: 2:05:32, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7357, s0.loss_bbox: 0.0743, s1.loss_cls: 0.0015, s1.acc: 99.8779, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0006, s2.acc: 99.9123, s2.loss_bbox: 0.0190, loss: 0.1393
2022-03-21 04:44:37,682 - mmdet - INFO - Epoch [21][320/336]	lr: 1.938e-06, eta: 2:05:23, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7229, s0.loss_bbox: 0.0717, s1.loss_cls: 0.0017, s1.acc: 99.8623, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0005, s2.acc: 99.9163, s2.loss_bbox: 0.0187, loss: 0.1369
2022-03-21 04:44:45,070 - mmdet - INFO - Epoch [21][330/336]	lr: 1.938e-06, eta: 2:05:13, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7287, s0.loss_bbox: 0.0713, s1.loss_cls: 0.0014, s1.acc: 99.8911, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0005, s2.acc: 99.9188, s2.loss_bbox: 0.0178, loss: 0.1328
2022-03-21 04:44:50,660 - mmdet - INFO - Saving checkpoint at 21 epochs
2022-03-21 04:45:27,714 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:45:27,870 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:45:27,870 - mmdet - INFO - Epoch(val) [21][336]	bbox_mAP: 0.4240, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4830, bbox_mAP_s: 0.4210, bbox_mAP_m: 0.4420, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.424 0.500 0.483 0.421 0.442 -1.000
2022-03-21 04:45:54,233 - mmdet - INFO - Epoch [22][10/336]	lr: 1.938e-06, eta: 2:05:17, time: 2.635, data_time: 1.873, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7363, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0015, s1.acc: 99.8809, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0005, s2.acc: 99.9212, s2.loss_bbox: 0.0182, loss: 0.1357
2022-03-21 04:46:01,564 - mmdet - INFO - Epoch [22][20/336]	lr: 1.938e-06, eta: 2:05:07, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7131, s0.loss_bbox: 0.0763, s1.loss_cls: 0.0016, s1.acc: 99.8714, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0006, s2.acc: 99.9068, s2.loss_bbox: 0.0195, loss: 0.1433
2022-03-21 04:46:10,161 - mmdet - INFO - Epoch [22][30/336]	lr: 1.938e-06, eta: 2:04:59, time: 0.861, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7406, s0.loss_bbox: 0.0727, s1.loss_cls: 0.0014, s1.acc: 99.8868, s1.loss_bbox: 0.0353, s2.loss_cls: 0.0005, s2.acc: 99.9219, s2.loss_bbox: 0.0180, loss: 0.1351
2022-03-21 04:46:18,345 - mmdet - INFO - Epoch [22][40/336]	lr: 1.938e-06, eta: 2:04:51, time: 0.818, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7540, s0.loss_bbox: 0.0659, s1.loss_cls: 0.0013, s1.acc: 99.8831, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0005, s2.acc: 99.9102, s2.loss_bbox: 0.0175, loss: 0.1259
2022-03-21 04:46:26,321 - mmdet - INFO - Epoch [22][50/336]	lr: 1.938e-06, eta: 2:04:42, time: 0.798, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7330, s0.loss_bbox: 0.0687, s1.loss_cls: 0.0014, s1.acc: 99.8841, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0004, s2.acc: 99.9354, s2.loss_bbox: 0.0175, loss: 0.1297
2022-03-21 04:46:33,714 - mmdet - INFO - Epoch [22][60/336]	lr: 1.938e-06, eta: 2:04:33, time: 0.739, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0077, s0.acc: 99.6951, s0.loss_bbox: 0.0754, s1.loss_cls: 0.0018, s1.acc: 99.8555, s1.loss_bbox: 0.0378, s2.loss_cls: 0.0007, s2.acc: 99.8822, s2.loss_bbox: 0.0193, loss: 0.1433
2022-03-21 04:46:41,076 - mmdet - INFO - Epoch [22][70/336]	lr: 1.938e-06, eta: 2:04:23, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7256, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0015, s1.acc: 99.8800, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9221, s2.loss_bbox: 0.0181, loss: 0.1347
2022-03-21 04:46:49,904 - mmdet - INFO - Epoch [22][80/336]	lr: 1.938e-06, eta: 2:04:16, time: 0.882, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0077, s0.acc: 99.6851, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0015, s1.acc: 99.8741, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0005, s2.acc: 99.9211, s2.loss_bbox: 0.0189, loss: 0.1396
2022-03-21 04:46:57,379 - mmdet - INFO - Epoch [22][90/336]	lr: 1.938e-06, eta: 2:04:06, time: 0.747, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7128, s0.loss_bbox: 0.0732, s1.loss_cls: 0.0014, s1.acc: 99.8861, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0004, s2.acc: 99.9279, s2.loss_bbox: 0.0188, loss: 0.1374
2022-03-21 04:47:04,713 - mmdet - INFO - Epoch [22][100/336]	lr: 1.938e-06, eta: 2:03:57, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7198, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0014, s1.acc: 99.8892, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0180, loss: 0.1331
2022-03-21 04:47:12,028 - mmdet - INFO - Epoch [22][110/336]	lr: 1.938e-06, eta: 2:03:47, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7363, s0.loss_bbox: 0.0697, s1.loss_cls: 0.0012, s1.acc: 99.8974, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0004, s2.acc: 99.9295, s2.loss_bbox: 0.0178, loss: 0.1303
2022-03-21 04:47:19,362 - mmdet - INFO - Epoch [22][120/336]	lr: 1.938e-06, eta: 2:03:38, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7092, s0.loss_bbox: 0.0734, s1.loss_cls: 0.0015, s1.acc: 99.8708, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0006, s2.acc: 99.9024, s2.loss_bbox: 0.0186, loss: 0.1381
2022-03-21 04:47:26,824 - mmdet - INFO - Epoch [22][130/336]	lr: 1.938e-06, eta: 2:03:29, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.6997, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0016, s1.acc: 99.8718, s1.loss_bbox: 0.0371, s2.loss_cls: 0.0006, s2.acc: 99.9071, s2.loss_bbox: 0.0188, loss: 0.1422
2022-03-21 04:47:35,085 - mmdet - INFO - Epoch [22][140/336]	lr: 1.938e-06, eta: 2:03:20, time: 0.813, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.7104, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0014, s1.acc: 99.8774, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0005, s2.acc: 99.9149, s2.loss_bbox: 0.0196, loss: 0.1433
2022-03-21 04:47:42,655 - mmdet - INFO - Epoch [22][150/336]	lr: 1.938e-06, eta: 2:03:11, time: 0.764, data_time: 0.023, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7009, s0.loss_bbox: 0.0737, s1.loss_cls: 0.0014, s1.acc: 99.8811, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0005, s2.acc: 99.9206, s2.loss_bbox: 0.0188, loss: 0.1389
2022-03-21 04:47:50,834 - mmdet - INFO - Epoch [22][160/336]	lr: 1.938e-06, eta: 2:03:03, time: 0.824, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6912, s0.loss_bbox: 0.0761, s1.loss_cls: 0.0016, s1.acc: 99.8627, s1.loss_bbox: 0.0377, s2.loss_cls: 0.0007, s2.acc: 99.8984, s2.loss_bbox: 0.0195, loss: 0.1439
2022-03-21 04:47:58,194 - mmdet - INFO - Epoch [22][170/336]	lr: 1.938e-06, eta: 2:02:53, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.7018, s0.loss_bbox: 0.0712, s1.loss_cls: 0.0018, s1.acc: 99.8473, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0006, s2.acc: 99.8935, s2.loss_bbox: 0.0181, loss: 0.1353
2022-03-21 04:48:05,522 - mmdet - INFO - Epoch [22][180/336]	lr: 1.938e-06, eta: 2:02:44, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0004, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7134, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0019, s1.acc: 99.8484, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0006, s2.acc: 99.8984, s2.loss_bbox: 0.0181, loss: 0.1388
2022-03-21 04:48:12,989 - mmdet - INFO - Epoch [22][190/336]	lr: 1.938e-06, eta: 2:02:35, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7037, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0013, s1.acc: 99.8963, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0006, s2.acc: 99.9018, s2.loss_bbox: 0.0178, loss: 0.1347
2022-03-21 04:48:20,318 - mmdet - INFO - Epoch [22][200/336]	lr: 1.938e-06, eta: 2:02:25, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7275, s0.loss_bbox: 0.0718, s1.loss_cls: 0.0013, s1.acc: 99.8996, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0004, s2.acc: 99.9255, s2.loss_bbox: 0.0178, loss: 0.1338
2022-03-21 04:48:27,624 - mmdet - INFO - Epoch [22][210/336]	lr: 1.938e-06, eta: 2:02:16, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7006, s0.loss_bbox: 0.0726, s1.loss_cls: 0.0015, s1.acc: 99.8778, s1.loss_bbox: 0.0353, s2.loss_cls: 0.0006, s2.acc: 99.9127, s2.loss_bbox: 0.0180, loss: 0.1360
2022-03-21 04:48:34,991 - mmdet - INFO - Epoch [22][220/336]	lr: 1.938e-06, eta: 2:02:06, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0076, s0.acc: 99.7025, s0.loss_bbox: 0.0772, s1.loss_cls: 0.0017, s1.acc: 99.8571, s1.loss_bbox: 0.0382, s2.loss_cls: 0.0006, s2.acc: 99.8956, s2.loss_bbox: 0.0193, loss: 0.1454
2022-03-21 04:48:42,684 - mmdet - INFO - Epoch [22][230/336]	lr: 1.938e-06, eta: 2:01:57, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7324, s0.loss_bbox: 0.0746, s1.loss_cls: 0.0013, s1.acc: 99.8918, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0006, s2.acc: 99.9089, s2.loss_bbox: 0.0188, loss: 0.1393
2022-03-21 04:48:51,391 - mmdet - INFO - Epoch [22][240/336]	lr: 1.938e-06, eta: 2:01:50, time: 0.891, data_time: 0.031, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7473, s0.loss_bbox: 0.0693, s1.loss_cls: 0.0014, s1.acc: 99.8855, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0004, s2.acc: 99.9242, s2.loss_bbox: 0.0170, loss: 0.1285
2022-03-21 04:48:58,913 - mmdet - INFO - Epoch [22][250/336]	lr: 1.938e-06, eta: 2:01:40, time: 0.752, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7220, s0.loss_bbox: 0.0717, s1.loss_cls: 0.0015, s1.acc: 99.8835, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0005, s2.acc: 99.9241, s2.loss_bbox: 0.0175, loss: 0.1336
2022-03-21 04:49:06,278 - mmdet - INFO - Epoch [22][260/336]	lr: 1.938e-06, eta: 2:01:31, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7330, s0.loss_bbox: 0.0725, s1.loss_cls: 0.0013, s1.acc: 99.8954, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9187, s2.loss_bbox: 0.0181, loss: 0.1355
2022-03-21 04:49:13,663 - mmdet - INFO - Epoch [22][270/336]	lr: 1.938e-06, eta: 2:01:22, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7293, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0013, s1.acc: 99.8954, s1.loss_bbox: 0.0353, s2.loss_cls: 0.0005, s2.acc: 99.9329, s2.loss_bbox: 0.0183, loss: 0.1338
2022-03-21 04:49:21,020 - mmdet - INFO - Epoch [22][280/336]	lr: 1.938e-06, eta: 2:01:12, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7394, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0013, s1.acc: 99.8973, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0183, loss: 0.1342
2022-03-21 04:49:28,505 - mmdet - INFO - Epoch [22][290/336]	lr: 1.938e-06, eta: 2:01:03, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7305, s0.loss_bbox: 0.0692, s1.loss_cls: 0.0016, s1.acc: 99.8609, s1.loss_bbox: 0.0342, s2.loss_cls: 0.0006, s2.acc: 99.9018, s2.loss_bbox: 0.0173, loss: 0.1306
2022-03-21 04:49:35,892 - mmdet - INFO - Epoch [22][300/336]	lr: 1.938e-06, eta: 2:00:54, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0079, s0.acc: 99.6741, s0.loss_bbox: 0.0782, s1.loss_cls: 0.0017, s1.acc: 99.8625, s1.loss_bbox: 0.0387, s2.loss_cls: 0.0007, s2.acc: 99.8951, s2.loss_bbox: 0.0199, loss: 0.1479
2022-03-21 04:49:43,314 - mmdet - INFO - Epoch [22][310/336]	lr: 1.938e-06, eta: 2:00:44, time: 0.742, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7229, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0015, s1.acc: 99.8704, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0005, s2.acc: 99.9186, s2.loss_bbox: 0.0183, loss: 0.1348
2022-03-21 04:49:50,672 - mmdet - INFO - Epoch [22][320/336]	lr: 1.938e-06, eta: 2:00:35, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7351, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0011, s1.acc: 99.9042, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0004, s2.acc: 99.9314, s2.loss_bbox: 0.0172, loss: 0.1307
2022-03-21 04:49:58,352 - mmdet - INFO - Epoch [22][330/336]	lr: 1.938e-06, eta: 2:00:26, time: 0.768, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7189, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0013, s1.acc: 99.8996, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0004, s2.acc: 99.9385, s2.loss_bbox: 0.0175, loss: 0.1315
2022-03-21 04:50:04,371 - mmdet - INFO - Saving checkpoint at 22 epochs
2022-03-21 04:50:45,228 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:50:45,384 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:50:45,385 - mmdet - INFO - Epoch(val) [22][336]	bbox_mAP: 0.4220, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4870, bbox_mAP_s: 0.4180, bbox_mAP_m: 0.4480, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.422 0.500 0.487 0.418 0.448 -1.000
2022-03-21 04:51:12,770 - mmdet - INFO - Epoch [23][10/336]	lr: 1.938e-06, eta: 2:00:30, time: 2.737, data_time: 1.986, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7778, s0.loss_bbox: 0.0629, s1.loss_cls: 0.0010, s1.acc: 99.9104, s1.loss_bbox: 0.0302, s2.loss_cls: 0.0003, s2.acc: 99.9468, s2.loss_bbox: 0.0151, loss: 0.1159
2022-03-21 04:51:20,143 - mmdet - INFO - Epoch [23][20/336]	lr: 1.938e-06, eta: 2:00:20, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7583, s0.loss_bbox: 0.0686, s1.loss_cls: 0.0010, s1.acc: 99.9065, s1.loss_bbox: 0.0317, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0159, loss: 0.1243
2022-03-21 04:51:28,094 - mmdet - INFO - Epoch [23][30/336]	lr: 1.938e-06, eta: 2:00:11, time: 0.788, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0058, s0.acc: 99.7681, s0.loss_bbox: 0.0669, s1.loss_cls: 0.0010, s1.acc: 99.9177, s1.loss_bbox: 0.0312, s2.loss_cls: 0.0004, s2.acc: 99.9430, s2.loss_bbox: 0.0154, loss: 0.1214
2022-03-21 04:51:35,349 - mmdet - INFO - Epoch [23][40/336]	lr: 1.938e-06, eta: 2:00:02, time: 0.733, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7836, s0.loss_bbox: 0.0632, s1.loss_cls: 0.0010, s1.acc: 99.9224, s1.loss_bbox: 0.0297, s2.loss_cls: 0.0003, s2.acc: 99.9502, s2.loss_bbox: 0.0148, loss: 0.1152
2022-03-21 04:51:42,607 - mmdet - INFO - Epoch [23][50/336]	lr: 1.938e-06, eta: 1:59:53, time: 0.726, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7369, s0.loss_bbox: 0.0662, s1.loss_cls: 0.0014, s1.acc: 99.8896, s1.loss_bbox: 0.0315, s2.loss_cls: 0.0005, s2.acc: 99.9166, s2.loss_bbox: 0.0159, loss: 0.1229
2022-03-21 04:51:49,916 - mmdet - INFO - Epoch [23][60/336]	lr: 1.938e-06, eta: 1:59:43, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7351, s0.loss_bbox: 0.0665, s1.loss_cls: 0.0012, s1.acc: 99.8920, s1.loss_bbox: 0.0317, s2.loss_cls: 0.0004, s2.acc: 99.9307, s2.loss_bbox: 0.0159, loss: 0.1228
2022-03-21 04:51:57,188 - mmdet - INFO - Epoch [23][70/336]	lr: 1.938e-06, eta: 1:59:34, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7696, s0.loss_bbox: 0.0641, s1.loss_cls: 0.0011, s1.acc: 99.9086, s1.loss_bbox: 0.0303, s2.loss_cls: 0.0003, s2.acc: 99.9367, s2.loss_bbox: 0.0153, loss: 0.1174
2022-03-21 04:52:04,502 - mmdet - INFO - Epoch [23][80/336]	lr: 1.938e-06, eta: 1:59:24, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7586, s0.loss_bbox: 0.0645, s1.loss_cls: 0.0011, s1.acc: 99.9110, s1.loss_bbox: 0.0305, s2.loss_cls: 0.0004, s2.acc: 99.9369, s2.loss_bbox: 0.0153, loss: 0.1185
2022-03-21 04:52:12,362 - mmdet - INFO - Epoch [23][90/336]	lr: 1.938e-06, eta: 1:59:16, time: 0.786, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7672, s0.loss_bbox: 0.0647, s1.loss_cls: 0.0013, s1.acc: 99.8946, s1.loss_bbox: 0.0316, s2.loss_cls: 0.0004, s2.acc: 99.9364, s2.loss_bbox: 0.0159, loss: 0.1207
2022-03-21 04:52:20,021 - mmdet - INFO - Epoch [23][100/336]	lr: 1.938e-06, eta: 1:59:07, time: 0.766, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7629, s0.loss_bbox: 0.0621, s1.loss_cls: 0.0012, s1.acc: 99.8985, s1.loss_bbox: 0.0301, s2.loss_cls: 0.0004, s2.acc: 99.9308, s2.loss_bbox: 0.0152, loss: 0.1156
2022-03-21 04:52:27,352 - mmdet - INFO - Epoch [23][110/336]	lr: 1.938e-06, eta: 1:58:57, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7675, s0.loss_bbox: 0.0655, s1.loss_cls: 0.0012, s1.acc: 99.9002, s1.loss_bbox: 0.0313, s2.loss_cls: 0.0004, s2.acc: 99.9279, s2.loss_bbox: 0.0154, loss: 0.1205
2022-03-21 04:52:34,650 - mmdet - INFO - Epoch [23][120/336]	lr: 1.938e-06, eta: 1:58:48, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7571, s0.loss_bbox: 0.0659, s1.loss_cls: 0.0014, s1.acc: 99.8865, s1.loss_bbox: 0.0317, s2.loss_cls: 0.0006, s2.acc: 99.9057, s2.loss_bbox: 0.0161, loss: 0.1227
2022-03-21 04:52:42,114 - mmdet - INFO - Epoch [23][130/336]	lr: 1.938e-06, eta: 1:58:39, time: 0.746, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7461, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0014, s1.acc: 99.8905, s1.loss_bbox: 0.0322, s2.loss_cls: 0.0005, s2.acc: 99.9167, s2.loss_bbox: 0.0163, loss: 0.1257
2022-03-21 04:52:49,428 - mmdet - INFO - Epoch [23][140/336]	lr: 1.938e-06, eta: 1:58:29, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7406, s0.loss_bbox: 0.0691, s1.loss_cls: 0.0012, s1.acc: 99.9008, s1.loss_bbox: 0.0329, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0165, loss: 0.1272
2022-03-21 04:52:56,773 - mmdet - INFO - Epoch [23][150/336]	lr: 1.938e-06, eta: 1:58:20, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7537, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0014, s1.acc: 99.8914, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0005, s2.acc: 99.9246, s2.loss_bbox: 0.0176, loss: 0.1355
2022-03-21 04:53:04,074 - mmdet - INFO - Epoch [23][160/336]	lr: 1.938e-06, eta: 1:58:11, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0057, s0.acc: 99.7696, s0.loss_bbox: 0.0677, s1.loss_cls: 0.0011, s1.acc: 99.9029, s1.loss_bbox: 0.0318, s2.loss_cls: 0.0004, s2.acc: 99.9382, s2.loss_bbox: 0.0159, loss: 0.1233
2022-03-21 04:53:12,403 - mmdet - INFO - Epoch [23][170/336]	lr: 1.938e-06, eta: 1:58:02, time: 0.833, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0059, s0.acc: 99.7559, s0.loss_bbox: 0.0678, s1.loss_cls: 0.0013, s1.acc: 99.8901, s1.loss_bbox: 0.0323, s2.loss_cls: 0.0004, s2.acc: 99.9375, s2.loss_bbox: 0.0161, loss: 0.1245
2022-03-21 04:53:19,693 - mmdet - INFO - Epoch [23][180/336]	lr: 1.938e-06, eta: 1:57:53, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7437, s0.loss_bbox: 0.0672, s1.loss_cls: 0.0012, s1.acc: 99.8960, s1.loss_bbox: 0.0328, s2.loss_cls: 0.0004, s2.acc: 99.9324, s2.loss_bbox: 0.0167, loss: 0.1250
2022-03-21 04:53:27,525 - mmdet - INFO - Epoch [23][190/336]	lr: 1.938e-06, eta: 1:57:44, time: 0.783, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0066, s0.acc: 99.7369, s0.loss_bbox: 0.0709, s1.loss_cls: 0.0013, s1.acc: 99.8879, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0005, s2.acc: 99.9160, s2.loss_bbox: 0.0172, loss: 0.1313
2022-03-21 04:53:35,465 - mmdet - INFO - Epoch [23][200/336]	lr: 1.938e-06, eta: 1:57:36, time: 0.794, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7403, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0015, s1.acc: 99.8794, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0005, s2.acc: 99.9233, s2.loss_bbox: 0.0178, loss: 0.1323
2022-03-21 04:53:42,747 - mmdet - INFO - Epoch [23][210/336]	lr: 1.938e-06, eta: 1:57:26, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0060, s0.acc: 99.7678, s0.loss_bbox: 0.0708, s1.loss_cls: 0.0013, s1.acc: 99.8953, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0004, s2.acc: 99.9353, s2.loss_bbox: 0.0176, loss: 0.1313
2022-03-21 04:53:50,788 - mmdet - INFO - Epoch [23][220/336]	lr: 1.938e-06, eta: 1:57:18, time: 0.805, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0059, s0.acc: 99.7659, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0011, s1.acc: 99.9082, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0004, s2.acc: 99.9258, s2.loss_bbox: 0.0166, loss: 0.1262
2022-03-21 04:53:59,921 - mmdet - INFO - Epoch [23][230/336]	lr: 1.938e-06, eta: 1:57:10, time: 0.913, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7681, s0.loss_bbox: 0.0625, s1.loss_cls: 0.0012, s1.acc: 99.9018, s1.loss_bbox: 0.0298, s2.loss_cls: 0.0004, s2.acc: 99.9356, s2.loss_bbox: 0.0153, loss: 0.1155
2022-03-21 04:54:08,880 - mmdet - INFO - Epoch [23][240/336]	lr: 1.938e-06, eta: 1:57:03, time: 0.896, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7562, s0.loss_bbox: 0.0687, s1.loss_cls: 0.0012, s1.acc: 99.9000, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0004, s2.acc: 99.9370, s2.loss_bbox: 0.0167, loss: 0.1265
2022-03-21 04:54:17,839 - mmdet - INFO - Epoch [23][250/336]	lr: 1.938e-06, eta: 1:56:55, time: 0.896, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7372, s0.loss_bbox: 0.0727, s1.loss_cls: 0.0014, s1.acc: 99.8842, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0005, s2.acc: 99.9111, s2.loss_bbox: 0.0178, loss: 0.1346
2022-03-21 04:54:26,803 - mmdet - INFO - Epoch [23][260/336]	lr: 1.938e-06, eta: 1:56:48, time: 0.896, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7363, s0.loss_bbox: 0.0703, s1.loss_cls: 0.0014, s1.acc: 99.8818, s1.loss_bbox: 0.0347, s2.loss_cls: 0.0005, s2.acc: 99.9248, s2.loss_bbox: 0.0178, loss: 0.1321
2022-03-21 04:54:34,533 - mmdet - INFO - Epoch [23][270/336]	lr: 1.938e-06, eta: 1:56:39, time: 0.772, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7311, s0.loss_bbox: 0.0686, s1.loss_cls: 0.0013, s1.acc: 99.8893, s1.loss_bbox: 0.0331, s2.loss_cls: 0.0005, s2.acc: 99.9096, s2.loss_bbox: 0.0170, loss: 0.1280
2022-03-21 04:54:42,821 - mmdet - INFO - Epoch [23][280/336]	lr: 1.938e-06, eta: 1:56:31, time: 0.829, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7354, s0.loss_bbox: 0.0664, s1.loss_cls: 0.0016, s1.acc: 99.8651, s1.loss_bbox: 0.0321, s2.loss_cls: 0.0006, s2.acc: 99.9161, s2.loss_bbox: 0.0162, loss: 0.1243
2022-03-21 04:54:50,608 - mmdet - INFO - Epoch [23][290/336]	lr: 1.938e-06, eta: 1:56:22, time: 0.765, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7385, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0012, s1.acc: 99.9012, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9283, s2.loss_bbox: 0.0173, loss: 0.1301
2022-03-21 04:54:58,415 - mmdet - INFO - Epoch [23][300/336]	lr: 1.938e-06, eta: 1:56:13, time: 0.794, data_time: 0.022, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7137, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0015, s1.acc: 99.8718, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0005, s2.acc: 99.9158, s2.loss_bbox: 0.0178, loss: 0.1340
2022-03-21 04:55:06,938 - mmdet - INFO - Epoch [23][310/336]	lr: 1.938e-06, eta: 1:56:05, time: 0.845, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7345, s0.loss_bbox: 0.0672, s1.loss_cls: 0.0014, s1.acc: 99.8877, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0005, s2.acc: 99.9203, s2.loss_bbox: 0.0168, loss: 0.1262
2022-03-21 04:55:14,379 - mmdet - INFO - Epoch [23][320/336]	lr: 1.938e-06, eta: 1:55:56, time: 0.751, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0070, s0.acc: 99.7263, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0016, s1.acc: 99.8751, s1.loss_bbox: 0.0350, s2.loss_cls: 0.0005, s2.acc: 99.9166, s2.loss_bbox: 0.0177, loss: 0.1338
2022-03-21 04:55:21,792 - mmdet - INFO - Epoch [23][330/336]	lr: 1.938e-06, eta: 1:55:47, time: 0.741, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7473, s0.loss_bbox: 0.0663, s1.loss_cls: 0.0015, s1.acc: 99.8780, s1.loss_bbox: 0.0331, s2.loss_cls: 0.0006, s2.acc: 99.9061, s2.loss_bbox: 0.0169, loss: 0.1257
2022-03-21 04:55:27,062 - mmdet - INFO - Saving checkpoint at 23 epochs
2022-03-21 04:56:04,516 - mmdet - INFO - Evaluating bbox...
2022-03-21 04:56:04,673 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 04:56:04,674 - mmdet - INFO - Epoch(val) [23][336]	bbox_mAP: 0.4260, bbox_mAP_50: 0.4950, bbox_mAP_75: 0.4870, bbox_mAP_s: 0.4230, bbox_mAP_m: 0.4400, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.426 0.495 0.487 0.423 0.440 -1.000
2022-03-21 04:56:33,082 - mmdet - INFO - Epoch [24][10/336]	lr: 1.938e-06, eta: 1:55:50, time: 2.833, data_time: 1.880, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7073, s0.loss_bbox: 0.0678, s1.loss_cls: 0.0015, s1.acc: 99.8755, s1.loss_bbox: 0.0343, s2.loss_cls: 0.0005, s2.acc: 99.9008, s2.loss_bbox: 0.0174, loss: 0.1291
2022-03-21 04:56:42,107 - mmdet - INFO - Epoch [24][20/336]	lr: 1.938e-06, eta: 1:55:43, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7357, s0.loss_bbox: 0.0681, s1.loss_cls: 0.0014, s1.acc: 99.8864, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0005, s2.acc: 99.9218, s2.loss_bbox: 0.0166, loss: 0.1269
2022-03-21 04:56:50,952 - mmdet - INFO - Epoch [24][30/336]	lr: 1.938e-06, eta: 1:55:35, time: 0.886, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7180, s0.loss_bbox: 0.0729, s1.loss_cls: 0.0015, s1.acc: 99.8676, s1.loss_bbox: 0.0357, s2.loss_cls: 0.0006, s2.acc: 99.9030, s2.loss_bbox: 0.0183, loss: 0.1368
2022-03-21 04:56:58,443 - mmdet - INFO - Epoch [24][40/336]	lr: 1.938e-06, eta: 1:55:26, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.6951, s0.loss_bbox: 0.0698, s1.loss_cls: 0.0017, s1.acc: 99.8567, s1.loss_bbox: 0.0342, s2.loss_cls: 0.0007, s2.acc: 99.8819, s2.loss_bbox: 0.0174, loss: 0.1318
2022-03-21 04:57:07,046 - mmdet - INFO - Epoch [24][50/336]	lr: 1.938e-06, eta: 1:55:18, time: 0.861, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7195, s0.loss_bbox: 0.0739, s1.loss_cls: 0.0015, s1.acc: 99.8762, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0005, s2.acc: 99.9223, s2.loss_bbox: 0.0190, loss: 0.1401
2022-03-21 04:57:15,100 - mmdet - INFO - Epoch [24][60/336]	lr: 1.938e-06, eta: 1:55:09, time: 0.805, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7131, s0.loss_bbox: 0.0723, s1.loss_cls: 0.0014, s1.acc: 99.8905, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9068, s2.loss_bbox: 0.0183, loss: 0.1360
2022-03-21 04:57:23,828 - mmdet - INFO - Epoch [24][70/336]	lr: 1.938e-06, eta: 1:55:01, time: 0.866, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7144, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0017, s1.acc: 99.8654, s1.loss_bbox: 0.0343, s2.loss_cls: 0.0006, s2.acc: 99.9023, s2.loss_bbox: 0.0176, loss: 0.1331
2022-03-21 04:57:32,532 - mmdet - INFO - Epoch [24][80/336]	lr: 1.938e-06, eta: 1:54:54, time: 0.878, data_time: 0.018, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7180, s0.loss_bbox: 0.0731, s1.loss_cls: 0.0016, s1.acc: 99.8706, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0005, s2.acc: 99.9118, s2.loss_bbox: 0.0184, loss: 0.1375
2022-03-21 04:57:39,915 - mmdet - INFO - Epoch [24][90/336]	lr: 1.938e-06, eta: 1:54:44, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7141, s0.loss_bbox: 0.0748, s1.loss_cls: 0.0017, s1.acc: 99.8644, s1.loss_bbox: 0.0366, s2.loss_cls: 0.0005, s2.acc: 99.9141, s2.loss_bbox: 0.0187, loss: 0.1404
2022-03-21 04:57:47,243 - mmdet - INFO - Epoch [24][100/336]	lr: 1.938e-06, eta: 1:54:35, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7397, s0.loss_bbox: 0.0670, s1.loss_cls: 0.0013, s1.acc: 99.8959, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0005, s2.acc: 99.9123, s2.loss_bbox: 0.0168, loss: 0.1256
2022-03-21 04:57:56,003 - mmdet - INFO - Epoch [24][110/336]	lr: 1.938e-06, eta: 1:54:27, time: 0.877, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7299, s0.loss_bbox: 0.0717, s1.loss_cls: 0.0014, s1.acc: 99.8717, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0005, s2.acc: 99.9261, s2.loss_bbox: 0.0179, loss: 0.1341
2022-03-21 04:58:05,056 - mmdet - INFO - Epoch [24][120/336]	lr: 1.938e-06, eta: 1:54:20, time: 0.905, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7369, s0.loss_bbox: 0.0700, s1.loss_cls: 0.0015, s1.acc: 99.8768, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0006, s2.acc: 99.9017, s2.loss_bbox: 0.0173, loss: 0.1304
2022-03-21 04:58:14,134 - mmdet - INFO - Epoch [24][130/336]	lr: 1.938e-06, eta: 1:54:12, time: 0.908, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7171, s0.loss_bbox: 0.0705, s1.loss_cls: 0.0013, s1.acc: 99.8999, s1.loss_bbox: 0.0346, s2.loss_cls: 0.0004, s2.acc: 99.9268, s2.loss_bbox: 0.0172, loss: 0.1316
2022-03-21 04:58:23,231 - mmdet - INFO - Epoch [24][140/336]	lr: 1.938e-06, eta: 1:54:05, time: 0.902, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7214, s0.loss_bbox: 0.0739, s1.loss_cls: 0.0013, s1.acc: 99.8876, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0005, s2.acc: 99.9222, s2.loss_bbox: 0.0181, loss: 0.1372
2022-03-21 04:58:32,729 - mmdet - INFO - Epoch [24][150/336]	lr: 1.938e-06, eta: 1:53:58, time: 0.950, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7220, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0013, s1.acc: 99.8806, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0004, s2.acc: 99.9285, s2.loss_bbox: 0.0182, loss: 0.1376
2022-03-21 04:58:42,191 - mmdet - INFO - Epoch [24][160/336]	lr: 1.938e-06, eta: 1:53:51, time: 0.946, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7256, s0.loss_bbox: 0.0739, s1.loss_cls: 0.0014, s1.acc: 99.8810, s1.loss_bbox: 0.0359, s2.loss_cls: 0.0005, s2.acc: 99.9228, s2.loss_bbox: 0.0184, loss: 0.1374
2022-03-21 04:58:51,259 - mmdet - INFO - Epoch [24][170/336]	lr: 1.938e-06, eta: 1:53:43, time: 0.907, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7092, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0013, s1.acc: 99.8852, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9231, s2.loss_bbox: 0.0180, loss: 0.1370
2022-03-21 04:59:00,285 - mmdet - INFO - Epoch [24][180/336]	lr: 1.938e-06, eta: 1:53:36, time: 0.903, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7025, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0013, s1.acc: 99.8930, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0005, s2.acc: 99.9244, s2.loss_bbox: 0.0181, loss: 0.1379
2022-03-21 04:59:08,060 - mmdet - INFO - Epoch [24][190/336]	lr: 1.938e-06, eta: 1:53:27, time: 0.783, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7064, s0.loss_bbox: 0.0775, s1.loss_cls: 0.0014, s1.acc: 99.8787, s1.loss_bbox: 0.0369, s2.loss_cls: 0.0005, s2.acc: 99.9088, s2.loss_bbox: 0.0188, loss: 0.1431
2022-03-21 04:59:15,396 - mmdet - INFO - Epoch [24][200/336]	lr: 1.938e-06, eta: 1:53:18, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7031, s0.loss_bbox: 0.0748, s1.loss_cls: 0.0017, s1.acc: 99.8607, s1.loss_bbox: 0.0373, s2.loss_cls: 0.0006, s2.acc: 99.8914, s2.loss_bbox: 0.0190, loss: 0.1416
2022-03-21 04:59:22,980 - mmdet - INFO - Epoch [24][210/336]	lr: 1.938e-06, eta: 1:53:09, time: 0.759, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7003, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0014, s1.acc: 99.8843, s1.loss_bbox: 0.0388, s2.loss_cls: 0.0005, s2.acc: 99.9154, s2.loss_bbox: 0.0201, loss: 0.1457
2022-03-21 04:59:30,456 - mmdet - INFO - Epoch [24][220/336]	lr: 1.938e-06, eta: 1:53:00, time: 0.746, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6960, s0.loss_bbox: 0.0795, s1.loss_cls: 0.0015, s1.acc: 99.8848, s1.loss_bbox: 0.0390, s2.loss_cls: 0.0006, s2.acc: 99.9118, s2.loss_bbox: 0.0199, loss: 0.1489
2022-03-21 04:59:38,947 - mmdet - INFO - Epoch [24][230/336]	lr: 1.938e-06, eta: 1:52:52, time: 0.850, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.7198, s0.loss_bbox: 0.0718, s1.loss_cls: 0.0017, s1.acc: 99.8595, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0007, s2.acc: 99.8893, s2.loss_bbox: 0.0181, loss: 0.1358
2022-03-21 04:59:48,198 - mmdet - INFO - Epoch [24][240/336]	lr: 1.938e-06, eta: 1:52:44, time: 0.925, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7003, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0014, s1.acc: 99.8892, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0005, s2.acc: 99.9142, s2.loss_bbox: 0.0178, loss: 0.1358
2022-03-21 04:59:57,863 - mmdet - INFO - Epoch [24][250/336]	lr: 1.938e-06, eta: 1:52:37, time: 0.956, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7263, s0.loss_bbox: 0.0704, s1.loss_cls: 0.0015, s1.acc: 99.8845, s1.loss_bbox: 0.0346, s2.loss_cls: 0.0006, s2.acc: 99.9082, s2.loss_bbox: 0.0177, loss: 0.1322
2022-03-21 05:00:06,995 - mmdet - INFO - Epoch [24][260/336]	lr: 1.938e-06, eta: 1:52:30, time: 0.924, data_time: 0.022, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7223, s0.loss_bbox: 0.0729, s1.loss_cls: 0.0015, s1.acc: 99.8730, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0005, s2.acc: 99.9164, s2.loss_bbox: 0.0186, loss: 0.1374
2022-03-21 05:00:16,213 - mmdet - INFO - Epoch [24][270/336]	lr: 1.938e-06, eta: 1:52:22, time: 0.914, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7263, s0.loss_bbox: 0.0687, s1.loss_cls: 0.0014, s1.acc: 99.8709, s1.loss_bbox: 0.0337, s2.loss_cls: 0.0005, s2.acc: 99.9026, s2.loss_bbox: 0.0172, loss: 0.1288
2022-03-21 05:00:25,281 - mmdet - INFO - Epoch [24][280/336]	lr: 1.938e-06, eta: 1:52:15, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0068, s0.acc: 99.7226, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0016, s1.acc: 99.8675, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0005, s2.acc: 99.9119, s2.loss_bbox: 0.0185, loss: 0.1366
2022-03-21 05:00:34,377 - mmdet - INFO - Epoch [24][290/336]	lr: 1.938e-06, eta: 1:52:07, time: 0.909, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7272, s0.loss_bbox: 0.0731, s1.loss_cls: 0.0014, s1.acc: 99.8825, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0005, s2.acc: 99.9252, s2.loss_bbox: 0.0185, loss: 0.1370
2022-03-21 05:00:43,653 - mmdet - INFO - Epoch [24][300/336]	lr: 1.938e-06, eta: 1:52:00, time: 0.915, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7037, s0.loss_bbox: 0.0740, s1.loss_cls: 0.0018, s1.acc: 99.8611, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0007, s2.acc: 99.9029, s2.loss_bbox: 0.0185, loss: 0.1392
2022-03-21 05:00:52,805 - mmdet - INFO - Epoch [24][310/336]	lr: 1.938e-06, eta: 1:51:53, time: 0.927, data_time: 0.029, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0074, s0.acc: 99.7064, s0.loss_bbox: 0.0785, s1.loss_cls: 0.0016, s1.acc: 99.8711, s1.loss_bbox: 0.0387, s2.loss_cls: 0.0005, s2.acc: 99.9200, s2.loss_bbox: 0.0197, loss: 0.1470
2022-03-21 05:01:01,947 - mmdet - INFO - Epoch [24][320/336]	lr: 1.938e-06, eta: 1:51:45, time: 0.914, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7119, s0.loss_bbox: 0.0770, s1.loss_cls: 0.0014, s1.acc: 99.8891, s1.loss_bbox: 0.0372, s2.loss_cls: 0.0004, s2.acc: 99.9275, s2.loss_bbox: 0.0186, loss: 0.1424
2022-03-21 05:01:11,084 - mmdet - INFO - Epoch [24][330/336]	lr: 1.938e-06, eta: 1:51:38, time: 0.914, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7290, s0.loss_bbox: 0.0749, s1.loss_cls: 0.0013, s1.acc: 99.8956, s1.loss_bbox: 0.0367, s2.loss_cls: 0.0005, s2.acc: 99.9264, s2.loss_bbox: 0.0187, loss: 0.1396
2022-03-21 05:01:17,707 - mmdet - INFO - Saving checkpoint at 24 epochs
2022-03-21 05:02:03,785 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:02:03,963 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:02:03,964 - mmdet - INFO - Epoch(val) [24][336]	bbox_mAP: 0.4250, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4820, bbox_mAP_s: 0.4220, bbox_mAP_m: 0.4430, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.425 0.500 0.482 0.422 0.443 -1.000
2022-03-21 05:02:32,588 - mmdet - INFO - Epoch [25][10/336]	lr: 1.938e-06, eta: 1:51:40, time: 2.861, data_time: 1.854, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7430, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0013, s1.acc: 99.8950, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0004, s2.acc: 99.9317, s2.loss_bbox: 0.0174, loss: 0.1328
2022-03-21 05:02:40,407 - mmdet - INFO - Epoch [25][20/336]	lr: 1.938e-06, eta: 1:51:31, time: 0.775, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7192, s0.loss_bbox: 0.0765, s1.loss_cls: 0.0016, s1.acc: 99.8689, s1.loss_bbox: 0.0364, s2.loss_cls: 0.0005, s2.acc: 99.9200, s2.loss_bbox: 0.0186, loss: 0.1414
2022-03-21 05:02:48,516 - mmdet - INFO - Epoch [25][30/336]	lr: 1.938e-06, eta: 1:51:22, time: 0.818, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7177, s0.loss_bbox: 0.0744, s1.loss_cls: 0.0014, s1.acc: 99.8790, s1.loss_bbox: 0.0363, s2.loss_cls: 0.0005, s2.acc: 99.9175, s2.loss_bbox: 0.0186, loss: 0.1390
2022-03-21 05:02:55,829 - mmdet - INFO - Epoch [25][40/336]	lr: 1.938e-06, eta: 1:51:13, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7266, s0.loss_bbox: 0.0734, s1.loss_cls: 0.0015, s1.acc: 99.8732, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0005, s2.acc: 99.9172, s2.loss_bbox: 0.0183, loss: 0.1367
2022-03-21 05:03:04,486 - mmdet - INFO - Epoch [25][50/336]	lr: 1.938e-06, eta: 1:51:05, time: 0.859, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7388, s0.loss_bbox: 0.0748, s1.loss_cls: 0.0013, s1.acc: 99.8966, s1.loss_bbox: 0.0362, s2.loss_cls: 0.0004, s2.acc: 99.9274, s2.loss_bbox: 0.0183, loss: 0.1383
2022-03-21 05:03:13,074 - mmdet - INFO - Epoch [25][60/336]	lr: 1.938e-06, eta: 1:50:57, time: 0.865, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7144, s0.loss_bbox: 0.0759, s1.loss_cls: 0.0014, s1.acc: 99.8787, s1.loss_bbox: 0.0357, s2.loss_cls: 0.0005, s2.acc: 99.9137, s2.loss_bbox: 0.0179, loss: 0.1393
2022-03-21 05:03:20,393 - mmdet - INFO - Epoch [25][70/336]	lr: 1.938e-06, eta: 1:50:48, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7424, s0.loss_bbox: 0.0752, s1.loss_cls: 0.0014, s1.acc: 99.8940, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0005, s2.acc: 99.9233, s2.loss_bbox: 0.0181, loss: 0.1382
2022-03-21 05:03:27,753 - mmdet - INFO - Epoch [25][80/336]	lr: 1.938e-06, eta: 1:50:39, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0075, s0.acc: 99.7009, s0.loss_bbox: 0.0723, s1.loss_cls: 0.0015, s1.acc: 99.8660, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0005, s2.acc: 99.9058, s2.loss_bbox: 0.0183, loss: 0.1361
2022-03-21 05:03:35,113 - mmdet - INFO - Epoch [25][90/336]	lr: 1.938e-06, eta: 1:50:29, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7211, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0016, s1.acc: 99.8688, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0006, s2.acc: 99.9097, s2.loss_bbox: 0.0176, loss: 0.1340
2022-03-21 05:03:42,861 - mmdet - INFO - Epoch [25][100/336]	lr: 1.938e-06, eta: 1:50:20, time: 0.775, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7223, s0.loss_bbox: 0.0719, s1.loss_cls: 0.0013, s1.acc: 99.8820, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0005, s2.acc: 99.9137, s2.loss_bbox: 0.0176, loss: 0.1334
2022-03-21 05:03:51,768 - mmdet - INFO - Epoch [25][110/336]	lr: 1.938e-06, eta: 1:50:13, time: 0.890, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7266, s0.loss_bbox: 0.0715, s1.loss_cls: 0.0013, s1.acc: 99.8981, s1.loss_bbox: 0.0347, s2.loss_cls: 0.0005, s2.acc: 99.9225, s2.loss_bbox: 0.0176, loss: 0.1329
2022-03-21 05:03:59,240 - mmdet - INFO - Epoch [25][120/336]	lr: 1.938e-06, eta: 1:50:04, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7537, s0.loss_bbox: 0.0727, s1.loss_cls: 0.0011, s1.acc: 99.9091, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0004, s2.acc: 99.9369, s2.loss_bbox: 0.0175, loss: 0.1333
2022-03-21 05:04:06,594 - mmdet - INFO - Epoch [25][130/336]	lr: 1.938e-06, eta: 1:49:54, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7449, s0.loss_bbox: 0.0691, s1.loss_cls: 0.0011, s1.acc: 99.9131, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0004, s2.acc: 99.9421, s2.loss_bbox: 0.0166, loss: 0.1267
2022-03-21 05:04:13,899 - mmdet - INFO - Epoch [25][140/336]	lr: 1.938e-06, eta: 1:49:45, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7424, s0.loss_bbox: 0.0715, s1.loss_cls: 0.0011, s1.acc: 99.9061, s1.loss_bbox: 0.0332, s2.loss_cls: 0.0004, s2.acc: 99.9350, s2.loss_bbox: 0.0167, loss: 0.1299
2022-03-21 05:04:21,237 - mmdet - INFO - Epoch [25][150/336]	lr: 1.938e-06, eta: 1:49:36, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7403, s0.loss_bbox: 0.0725, s1.loss_cls: 0.0015, s1.acc: 99.8865, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0006, s2.acc: 99.9192, s2.loss_bbox: 0.0170, loss: 0.1325
2022-03-21 05:04:28,608 - mmdet - INFO - Epoch [25][160/336]	lr: 1.938e-06, eta: 1:49:27, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7522, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0012, s1.acc: 99.9009, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0004, s2.acc: 99.9338, s2.loss_bbox: 0.0173, loss: 0.1339
2022-03-21 05:04:37,502 - mmdet - INFO - Epoch [25][170/336]	lr: 1.938e-06, eta: 1:49:19, time: 0.883, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7308, s0.loss_bbox: 0.0738, s1.loss_cls: 0.0012, s1.acc: 99.8975, s1.loss_bbox: 0.0353, s2.loss_cls: 0.0004, s2.acc: 99.9351, s2.loss_bbox: 0.0180, loss: 0.1361
2022-03-21 05:04:44,910 - mmdet - INFO - Epoch [25][180/336]	lr: 1.938e-06, eta: 1:49:10, time: 0.747, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7287, s0.loss_bbox: 0.0726, s1.loss_cls: 0.0011, s1.acc: 99.9179, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0004, s2.acc: 99.9296, s2.loss_bbox: 0.0170, loss: 0.1326
2022-03-21 05:04:52,237 - mmdet - INFO - Epoch [25][190/336]	lr: 1.938e-06, eta: 1:49:00, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7516, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0012, s1.acc: 99.9009, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9338, s2.loss_bbox: 0.0172, loss: 0.1316
2022-03-21 05:05:00,188 - mmdet - INFO - Epoch [25][200/336]	lr: 1.938e-06, eta: 1:48:52, time: 0.795, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7424, s0.loss_bbox: 0.0708, s1.loss_cls: 0.0015, s1.acc: 99.8693, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0005, s2.acc: 99.9283, s2.loss_bbox: 0.0173, loss: 0.1313
2022-03-21 05:05:07,809 - mmdet - INFO - Epoch [25][210/336]	lr: 1.938e-06, eta: 1:48:43, time: 0.762, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7375, s0.loss_bbox: 0.0700, s1.loss_cls: 0.0012, s1.acc: 99.9064, s1.loss_bbox: 0.0333, s2.loss_cls: 0.0005, s2.acc: 99.9240, s2.loss_bbox: 0.0168, loss: 0.1288
2022-03-21 05:05:15,317 - mmdet - INFO - Epoch [25][220/336]	lr: 1.938e-06, eta: 1:48:34, time: 0.751, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7485, s0.loss_bbox: 0.0677, s1.loss_cls: 0.0014, s1.acc: 99.8859, s1.loss_bbox: 0.0331, s2.loss_cls: 0.0005, s2.acc: 99.9183, s2.loss_bbox: 0.0167, loss: 0.1265
2022-03-21 05:05:22,644 - mmdet - INFO - Epoch [25][230/336]	lr: 1.938e-06, eta: 1:48:25, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0075, s0.acc: 99.7153, s0.loss_bbox: 0.0747, s1.loss_cls: 0.0017, s1.acc: 99.8681, s1.loss_bbox: 0.0358, s2.loss_cls: 0.0006, s2.acc: 99.9050, s2.loss_bbox: 0.0182, loss: 0.1393
2022-03-21 05:05:29,946 - mmdet - INFO - Epoch [25][240/336]	lr: 1.938e-06, eta: 1:48:15, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0073, s0.acc: 99.7156, s0.loss_bbox: 0.0729, s1.loss_cls: 0.0018, s1.acc: 99.8526, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0007, s2.acc: 99.8724, s2.loss_bbox: 0.0178, loss: 0.1364
2022-03-21 05:05:37,320 - mmdet - INFO - Epoch [25][250/336]	lr: 1.938e-06, eta: 1:48:06, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7214, s0.loss_bbox: 0.0679, s1.loss_cls: 0.0015, s1.acc: 99.8843, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0006, s2.acc: 99.9115, s2.loss_bbox: 0.0171, loss: 0.1279
2022-03-21 05:05:44,689 - mmdet - INFO - Epoch [25][260/336]	lr: 1.938e-06, eta: 1:47:57, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7260, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0015, s1.acc: 99.8781, s1.loss_bbox: 0.0338, s2.loss_cls: 0.0005, s2.acc: 99.9175, s2.loss_bbox: 0.0170, loss: 0.1307
2022-03-21 05:05:52,102 - mmdet - INFO - Epoch [25][270/336]	lr: 1.938e-06, eta: 1:47:48, time: 0.741, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7321, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0015, s1.acc: 99.8790, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0006, s2.acc: 99.9059, s2.loss_bbox: 0.0172, loss: 0.1311
2022-03-21 05:05:59,444 - mmdet - INFO - Epoch [25][280/336]	lr: 1.938e-06, eta: 1:47:39, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7525, s0.loss_bbox: 0.0678, s1.loss_cls: 0.0012, s1.acc: 99.9025, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0004, s2.acc: 99.9291, s2.loss_bbox: 0.0164, loss: 0.1256
2022-03-21 05:06:06,790 - mmdet - INFO - Epoch [25][290/336]	lr: 1.938e-06, eta: 1:47:29, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0069, s0.acc: 99.7174, s0.loss_bbox: 0.0708, s1.loss_cls: 0.0016, s1.acc: 99.8819, s1.loss_bbox: 0.0328, s2.loss_cls: 0.0006, s2.acc: 99.9296, s2.loss_bbox: 0.0164, loss: 0.1297
2022-03-21 05:06:14,719 - mmdet - INFO - Epoch [25][300/336]	lr: 1.938e-06, eta: 1:47:21, time: 0.793, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7360, s0.loss_bbox: 0.0692, s1.loss_cls: 0.0014, s1.acc: 99.8792, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9334, s2.loss_bbox: 0.0174, loss: 0.1299
2022-03-21 05:06:22,375 - mmdet - INFO - Epoch [25][310/336]	lr: 1.938e-06, eta: 1:47:12, time: 0.765, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7488, s0.loss_bbox: 0.0681, s1.loss_cls: 0.0012, s1.acc: 99.9020, s1.loss_bbox: 0.0328, s2.loss_cls: 0.0005, s2.acc: 99.9171, s2.loss_bbox: 0.0167, loss: 0.1262
2022-03-21 05:06:29,926 - mmdet - INFO - Epoch [25][320/336]	lr: 1.938e-06, eta: 1:47:03, time: 0.755, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7443, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0012, s1.acc: 99.9066, s1.loss_bbox: 0.0343, s2.loss_cls: 0.0004, s2.acc: 99.9304, s2.loss_bbox: 0.0173, loss: 0.1311
2022-03-21 05:06:38,383 - mmdet - INFO - Epoch [25][330/336]	lr: 1.938e-06, eta: 1:46:55, time: 0.839, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7577, s0.loss_bbox: 0.0670, s1.loss_cls: 0.0012, s1.acc: 99.9055, s1.loss_bbox: 0.0320, s2.loss_cls: 0.0005, s2.acc: 99.9240, s2.loss_bbox: 0.0163, loss: 0.1238
2022-03-21 05:06:44,287 - mmdet - INFO - Saving checkpoint at 25 epochs
2022-03-21 05:07:21,455 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:07:21,611 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:07:21,611 - mmdet - INFO - Epoch(val) [25][336]	bbox_mAP: 0.4250, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4890, bbox_mAP_s: 0.4210, bbox_mAP_m: 0.4520, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.425 0.500 0.489 0.421 0.452 -1.000
2022-03-21 05:07:49,404 - mmdet - INFO - Epoch [26][10/336]	lr: 1.938e-06, eta: 1:46:55, time: 2.778, data_time: 2.049, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7409, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0014, s1.acc: 99.8877, s1.loss_bbox: 0.0342, s2.loss_cls: 0.0005, s2.acc: 99.9350, s2.loss_bbox: 0.0171, loss: 0.1315
2022-03-21 05:07:56,796 - mmdet - INFO - Epoch [26][20/336]	lr: 1.938e-06, eta: 1:46:46, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7357, s0.loss_bbox: 0.0695, s1.loss_cls: 0.0014, s1.acc: 99.8802, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0005, s2.acc: 99.9207, s2.loss_bbox: 0.0172, loss: 0.1295
2022-03-21 05:08:04,201 - mmdet - INFO - Epoch [26][30/336]	lr: 1.938e-06, eta: 1:46:36, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7485, s0.loss_bbox: 0.0667, s1.loss_cls: 0.0013, s1.acc: 99.8854, s1.loss_bbox: 0.0311, s2.loss_cls: 0.0004, s2.acc: 99.9397, s2.loss_bbox: 0.0158, loss: 0.1221
2022-03-21 05:08:11,931 - mmdet - INFO - Epoch [26][40/336]	lr: 1.938e-06, eta: 1:46:28, time: 0.779, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0064, s0.acc: 99.7409, s0.loss_bbox: 0.0671, s1.loss_cls: 0.0013, s1.acc: 99.8963, s1.loss_bbox: 0.0323, s2.loss_cls: 0.0004, s2.acc: 99.9238, s2.loss_bbox: 0.0166, loss: 0.1247
2022-03-21 05:08:20,602 - mmdet - INFO - Epoch [26][50/336]	lr: 1.938e-06, eta: 1:46:20, time: 0.867, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7638, s0.loss_bbox: 0.0673, s1.loss_cls: 0.0012, s1.acc: 99.9039, s1.loss_bbox: 0.0317, s2.loss_cls: 0.0005, s2.acc: 99.9184, s2.loss_bbox: 0.0163, loss: 0.1237
2022-03-21 05:08:28,677 - mmdet - INFO - Epoch [26][60/336]	lr: 1.938e-06, eta: 1:46:11, time: 0.808, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0065, s0.acc: 99.7440, s0.loss_bbox: 0.0721, s1.loss_cls: 0.0012, s1.acc: 99.8913, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9350, s2.loss_bbox: 0.0169, loss: 0.1319
2022-03-21 05:08:36,348 - mmdet - INFO - Epoch [26][70/336]	lr: 1.938e-06, eta: 1:46:02, time: 0.767, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7330, s0.loss_bbox: 0.0675, s1.loss_cls: 0.0013, s1.acc: 99.8855, s1.loss_bbox: 0.0323, s2.loss_cls: 0.0004, s2.acc: 99.9267, s2.loss_bbox: 0.0160, loss: 0.1249
2022-03-21 05:08:43,827 - mmdet - INFO - Epoch [26][80/336]	lr: 1.938e-06, eta: 1:45:53, time: 0.748, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7421, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0012, s1.acc: 99.8999, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0004, s2.acc: 99.9337, s2.loss_bbox: 0.0168, loss: 0.1308
2022-03-21 05:08:51,195 - mmdet - INFO - Epoch [26][90/336]	lr: 1.938e-06, eta: 1:45:44, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7293, s0.loss_bbox: 0.0721, s1.loss_cls: 0.0013, s1.acc: 99.8943, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0004, s2.acc: 99.9167, s2.loss_bbox: 0.0169, loss: 0.1318
2022-03-21 05:08:58,528 - mmdet - INFO - Epoch [26][100/336]	lr: 1.938e-06, eta: 1:45:35, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7403, s0.loss_bbox: 0.0668, s1.loss_cls: 0.0011, s1.acc: 99.9073, s1.loss_bbox: 0.0317, s2.loss_cls: 0.0004, s2.acc: 99.9298, s2.loss_bbox: 0.0160, loss: 0.1230
2022-03-21 05:09:05,838 - mmdet - INFO - Epoch [26][110/336]	lr: 1.938e-06, eta: 1:45:26, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7595, s0.loss_bbox: 0.0666, s1.loss_cls: 0.0013, s1.acc: 99.8890, s1.loss_bbox: 0.0318, s2.loss_cls: 0.0006, s2.acc: 99.8993, s2.loss_bbox: 0.0163, loss: 0.1237
2022-03-21 05:09:13,213 - mmdet - INFO - Epoch [26][120/336]	lr: 1.938e-06, eta: 1:45:17, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0058, s0.acc: 99.7607, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0011, s1.acc: 99.9081, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0004, s2.acc: 99.9344, s2.loss_bbox: 0.0167, loss: 0.1256
2022-03-21 05:09:20,715 - mmdet - INFO - Epoch [26][130/336]	lr: 1.938e-06, eta: 1:45:08, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0062, s0.acc: 99.7574, s0.loss_bbox: 0.0686, s1.loss_cls: 0.0013, s1.acc: 99.8858, s1.loss_bbox: 0.0325, s2.loss_cls: 0.0005, s2.acc: 99.9226, s2.loss_bbox: 0.0163, loss: 0.1260
2022-03-21 05:09:28,062 - mmdet - INFO - Epoch [26][140/336]	lr: 1.938e-06, eta: 1:44:58, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7659, s0.loss_bbox: 0.0654, s1.loss_cls: 0.0011, s1.acc: 99.9159, s1.loss_bbox: 0.0315, s2.loss_cls: 0.0004, s2.acc: 99.9290, s2.loss_bbox: 0.0157, loss: 0.1206
2022-03-21 05:09:35,769 - mmdet - INFO - Epoch [26][150/336]	lr: 1.938e-06, eta: 1:44:50, time: 0.771, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7549, s0.loss_bbox: 0.0666, s1.loss_cls: 0.0013, s1.acc: 99.8931, s1.loss_bbox: 0.0320, s2.loss_cls: 0.0005, s2.acc: 99.9236, s2.loss_bbox: 0.0164, loss: 0.1237
2022-03-21 05:09:43,881 - mmdet - INFO - Epoch [26][160/336]	lr: 1.938e-06, eta: 1:44:41, time: 0.811, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0063, s0.acc: 99.7467, s0.loss_bbox: 0.0654, s1.loss_cls: 0.0014, s1.acc: 99.8851, s1.loss_bbox: 0.0324, s2.loss_cls: 0.0005, s2.acc: 99.9241, s2.loss_bbox: 0.0166, loss: 0.1233
2022-03-21 05:09:51,397 - mmdet - INFO - Epoch [26][170/336]	lr: 1.938e-06, eta: 1:44:32, time: 0.752, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7583, s0.loss_bbox: 0.0686, s1.loss_cls: 0.0012, s1.acc: 99.9005, s1.loss_bbox: 0.0332, s2.loss_cls: 0.0004, s2.acc: 99.9277, s2.loss_bbox: 0.0168, loss: 0.1271
2022-03-21 05:09:58,728 - mmdet - INFO - Epoch [26][180/336]	lr: 1.938e-06, eta: 1:44:23, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7437, s0.loss_bbox: 0.0685, s1.loss_cls: 0.0013, s1.acc: 99.9005, s1.loss_bbox: 0.0333, s2.loss_cls: 0.0004, s2.acc: 99.9237, s2.loss_bbox: 0.0170, loss: 0.1274
2022-03-21 05:10:06,136 - mmdet - INFO - Epoch [26][190/336]	lr: 1.938e-06, eta: 1:44:14, time: 0.741, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7235, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0013, s1.acc: 99.8924, s1.loss_bbox: 0.0340, s2.loss_cls: 0.0004, s2.acc: 99.9281, s2.loss_bbox: 0.0171, loss: 0.1314
2022-03-21 05:10:13,514 - mmdet - INFO - Epoch [26][200/336]	lr: 1.938e-06, eta: 1:44:05, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7379, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0014, s1.acc: 99.8712, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0005, s2.acc: 99.9157, s2.loss_bbox: 0.0175, loss: 0.1321
2022-03-21 05:10:22,431 - mmdet - INFO - Epoch [26][210/336]	lr: 1.938e-06, eta: 1:43:57, time: 0.892, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0071, s0.acc: 99.7180, s0.loss_bbox: 0.0725, s1.loss_cls: 0.0016, s1.acc: 99.8689, s1.loss_bbox: 0.0349, s2.loss_cls: 0.0006, s2.acc: 99.9017, s2.loss_bbox: 0.0174, loss: 0.1349
2022-03-21 05:10:31,411 - mmdet - INFO - Epoch [26][220/336]	lr: 1.938e-06, eta: 1:43:49, time: 0.898, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7330, s0.loss_bbox: 0.0696, s1.loss_cls: 0.0013, s1.acc: 99.8914, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0005, s2.acc: 99.9265, s2.loss_bbox: 0.0168, loss: 0.1285
2022-03-21 05:10:39,682 - mmdet - INFO - Epoch [26][230/336]	lr: 1.938e-06, eta: 1:43:41, time: 0.826, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7330, s0.loss_bbox: 0.0714, s1.loss_cls: 0.0013, s1.acc: 99.8980, s1.loss_bbox: 0.0347, s2.loss_cls: 0.0005, s2.acc: 99.9288, s2.loss_bbox: 0.0172, loss: 0.1326
2022-03-21 05:10:47,183 - mmdet - INFO - Epoch [26][240/336]	lr: 1.938e-06, eta: 1:43:32, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7525, s0.loss_bbox: 0.0694, s1.loss_cls: 0.0011, s1.acc: 99.9047, s1.loss_bbox: 0.0333, s2.loss_cls: 0.0004, s2.acc: 99.9281, s2.loss_bbox: 0.0170, loss: 0.1280
2022-03-21 05:10:55,077 - mmdet - INFO - Epoch [26][250/336]	lr: 1.938e-06, eta: 1:43:23, time: 0.770, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7235, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0013, s1.acc: 99.8827, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0004, s2.acc: 99.9266, s2.loss_bbox: 0.0171, loss: 0.1315
2022-03-21 05:11:03,066 - mmdet - INFO - Epoch [26][260/336]	lr: 1.938e-06, eta: 1:43:15, time: 0.819, data_time: 0.029, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7473, s0.loss_bbox: 0.0723, s1.loss_cls: 0.0014, s1.acc: 99.8803, s1.loss_bbox: 0.0343, s2.loss_cls: 0.0005, s2.acc: 99.9174, s2.loss_bbox: 0.0172, loss: 0.1326
2022-03-21 05:11:10,395 - mmdet - INFO - Epoch [26][270/336]	lr: 1.938e-06, eta: 1:43:06, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7244, s0.loss_bbox: 0.0703, s1.loss_cls: 0.0015, s1.acc: 99.8770, s1.loss_bbox: 0.0331, s2.loss_cls: 0.0005, s2.acc: 99.9142, s2.loss_bbox: 0.0166, loss: 0.1299
2022-03-21 05:11:17,693 - mmdet - INFO - Epoch [26][280/336]	lr: 1.938e-06, eta: 1:42:57, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7647, s0.loss_bbox: 0.0659, s1.loss_cls: 0.0011, s1.acc: 99.9112, s1.loss_bbox: 0.0316, s2.loss_cls: 0.0003, s2.acc: 99.9439, s2.loss_bbox: 0.0159, loss: 0.1215
2022-03-21 05:11:25,011 - mmdet - INFO - Epoch [26][290/336]	lr: 1.938e-06, eta: 1:42:47, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7604, s0.loss_bbox: 0.0670, s1.loss_cls: 0.0012, s1.acc: 99.9058, s1.loss_bbox: 0.0310, s2.loss_cls: 0.0004, s2.acc: 99.9323, s2.loss_bbox: 0.0156, loss: 0.1219
2022-03-21 05:11:32,456 - mmdet - INFO - Epoch [26][300/336]	lr: 1.938e-06, eta: 1:42:38, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0053, s0.acc: 99.7766, s0.loss_bbox: 0.0654, s1.loss_cls: 0.0009, s1.acc: 99.9260, s1.loss_bbox: 0.0308, s2.loss_cls: 0.0003, s2.acc: 99.9449, s2.loss_bbox: 0.0153, loss: 0.1187
2022-03-21 05:11:39,760 - mmdet - INFO - Epoch [26][310/336]	lr: 1.938e-06, eta: 1:42:29, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7485, s0.loss_bbox: 0.0656, s1.loss_cls: 0.0011, s1.acc: 99.9076, s1.loss_bbox: 0.0313, s2.loss_cls: 0.0004, s2.acc: 99.9308, s2.loss_bbox: 0.0158, loss: 0.1210
2022-03-21 05:11:47,199 - mmdet - INFO - Epoch [26][320/336]	lr: 1.938e-06, eta: 1:42:20, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7546, s0.loss_bbox: 0.0641, s1.loss_cls: 0.0013, s1.acc: 99.8930, s1.loss_bbox: 0.0313, s2.loss_cls: 0.0004, s2.acc: 99.9419, s2.loss_bbox: 0.0156, loss: 0.1194
2022-03-21 05:11:54,493 - mmdet - INFO - Epoch [26][330/336]	lr: 1.938e-06, eta: 1:42:11, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7549, s0.loss_bbox: 0.0664, s1.loss_cls: 0.0011, s1.acc: 99.9112, s1.loss_bbox: 0.0322, s2.loss_cls: 0.0004, s2.acc: 99.9338, s2.loss_bbox: 0.0161, loss: 0.1230
2022-03-21 05:11:59,811 - mmdet - INFO - Saving checkpoint at 26 epochs
2022-03-21 05:12:36,849 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:12:37,005 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:12:37,006 - mmdet - INFO - Epoch(val) [26][336]	bbox_mAP: 0.4320, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4890, bbox_mAP_s: 0.4270, bbox_mAP_m: 0.4560, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.432 0.500 0.489 0.427 0.456 -1.000
2022-03-21 05:13:04,570 - mmdet - INFO - Epoch [27][10/336]	lr: 1.938e-06, eta: 1:42:10, time: 2.756, data_time: 1.874, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0060, s0.acc: 99.7595, s0.loss_bbox: 0.0645, s1.loss_cls: 0.0010, s1.acc: 99.9199, s1.loss_bbox: 0.0306, s2.loss_cls: 0.0003, s2.acc: 99.9482, s2.loss_bbox: 0.0157, loss: 0.1188
2022-03-21 05:13:14,048 - mmdet - INFO - Epoch [27][20/336]	lr: 1.938e-06, eta: 1:42:03, time: 0.948, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7772, s0.loss_bbox: 0.0618, s1.loss_cls: 0.0011, s1.acc: 99.9081, s1.loss_bbox: 0.0296, s2.loss_cls: 0.0005, s2.acc: 99.9199, s2.loss_bbox: 0.0153, loss: 0.1147
2022-03-21 05:13:21,424 - mmdet - INFO - Epoch [27][30/336]	lr: 1.938e-06, eta: 1:41:53, time: 0.737, data_time: 0.008, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7409, s0.loss_bbox: 0.0688, s1.loss_cls: 0.0013, s1.acc: 99.8950, s1.loss_bbox: 0.0328, s2.loss_cls: 0.0004, s2.acc: 99.9349, s2.loss_bbox: 0.0167, loss: 0.1270
2022-03-21 05:13:28,796 - mmdet - INFO - Epoch [27][40/336]	lr: 1.938e-06, eta: 1:41:44, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7458, s0.loss_bbox: 0.0655, s1.loss_cls: 0.0013, s1.acc: 99.8888, s1.loss_bbox: 0.0315, s2.loss_cls: 0.0005, s2.acc: 99.9285, s2.loss_bbox: 0.0158, loss: 0.1218
2022-03-21 05:13:36,106 - mmdet - INFO - Epoch [27][50/336]	lr: 1.938e-06, eta: 1:41:35, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7568, s0.loss_bbox: 0.0643, s1.loss_cls: 0.0011, s1.acc: 99.9110, s1.loss_bbox: 0.0300, s2.loss_cls: 0.0004, s2.acc: 99.9351, s2.loss_bbox: 0.0153, loss: 0.1178
2022-03-21 05:13:43,380 - mmdet - INFO - Epoch [27][60/336]	lr: 1.938e-06, eta: 1:41:26, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7516, s0.loss_bbox: 0.0633, s1.loss_cls: 0.0013, s1.acc: 99.8878, s1.loss_bbox: 0.0300, s2.loss_cls: 0.0006, s2.acc: 99.9023, s2.loss_bbox: 0.0154, loss: 0.1174
2022-03-21 05:13:50,681 - mmdet - INFO - Epoch [27][70/336]	lr: 1.938e-06, eta: 1:41:17, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7525, s0.loss_bbox: 0.0649, s1.loss_cls: 0.0012, s1.acc: 99.9036, s1.loss_bbox: 0.0316, s2.loss_cls: 0.0005, s2.acc: 99.9292, s2.loss_bbox: 0.0159, loss: 0.1211
2022-03-21 05:13:58,024 - mmdet - INFO - Epoch [27][80/336]	lr: 1.938e-06, eta: 1:41:08, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7363, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0015, s1.acc: 99.8765, s1.loss_bbox: 0.0342, s2.loss_cls: 0.0005, s2.acc: 99.9174, s2.loss_bbox: 0.0174, loss: 0.1328
2022-03-21 05:14:05,361 - mmdet - INFO - Epoch [27][90/336]	lr: 1.938e-06, eta: 1:40:59, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7134, s0.loss_bbox: 0.0694, s1.loss_cls: 0.0015, s1.acc: 99.8690, s1.loss_bbox: 0.0326, s2.loss_cls: 0.0006, s2.acc: 99.8897, s2.loss_bbox: 0.0165, loss: 0.1285
2022-03-21 05:14:12,833 - mmdet - INFO - Epoch [27][100/336]	lr: 1.938e-06, eta: 1:40:50, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7565, s0.loss_bbox: 0.0706, s1.loss_cls: 0.0012, s1.acc: 99.9018, s1.loss_bbox: 0.0342, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0173, loss: 0.1306
2022-03-21 05:14:20,816 - mmdet - INFO - Epoch [27][110/336]	lr: 1.938e-06, eta: 1:40:41, time: 0.811, data_time: 0.022, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7345, s0.loss_bbox: 0.0678, s1.loss_cls: 0.0013, s1.acc: 99.8856, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0004, s2.acc: 99.9382, s2.loss_bbox: 0.0167, loss: 0.1259
2022-03-21 05:14:28,615 - mmdet - INFO - Epoch [27][120/336]	lr: 1.938e-06, eta: 1:40:33, time: 0.780, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7104, s0.loss_bbox: 0.0735, s1.loss_cls: 0.0018, s1.acc: 99.8626, s1.loss_bbox: 0.0356, s2.loss_cls: 0.0006, s2.acc: 99.9095, s2.loss_bbox: 0.0181, loss: 0.1375
2022-03-21 05:14:35,942 - mmdet - INFO - Epoch [27][130/336]	lr: 1.938e-06, eta: 1:40:23, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7192, s0.loss_bbox: 0.0679, s1.loss_cls: 0.0013, s1.acc: 99.8926, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0005, s2.acc: 99.9229, s2.loss_bbox: 0.0165, loss: 0.1265
2022-03-21 05:14:43,262 - mmdet - INFO - Epoch [27][140/336]	lr: 1.938e-06, eta: 1:40:14, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7284, s0.loss_bbox: 0.0688, s1.loss_cls: 0.0013, s1.acc: 99.8947, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0005, s2.acc: 99.9267, s2.loss_bbox: 0.0168, loss: 0.1277
2022-03-21 05:14:50,572 - mmdet - INFO - Epoch [27][150/336]	lr: 1.938e-06, eta: 1:40:05, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7232, s0.loss_bbox: 0.0704, s1.loss_cls: 0.0014, s1.acc: 99.8848, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0005, s2.acc: 99.9199, s2.loss_bbox: 0.0173, loss: 0.1316
2022-03-21 05:14:57,863 - mmdet - INFO - Epoch [27][160/336]	lr: 1.938e-06, eta: 1:39:56, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7314, s0.loss_bbox: 0.0664, s1.loss_cls: 0.0013, s1.acc: 99.8955, s1.loss_bbox: 0.0318, s2.loss_cls: 0.0005, s2.acc: 99.9265, s2.loss_bbox: 0.0162, loss: 0.1233
2022-03-21 05:15:05,178 - mmdet - INFO - Epoch [27][170/336]	lr: 1.938e-06, eta: 1:39:47, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7134, s0.loss_bbox: 0.0694, s1.loss_cls: 0.0015, s1.acc: 99.8688, s1.loss_bbox: 0.0346, s2.loss_cls: 0.0006, s2.acc: 99.9053, s2.loss_bbox: 0.0174, loss: 0.1315
2022-03-21 05:15:12,539 - mmdet - INFO - Epoch [27][180/336]	lr: 1.938e-06, eta: 1:39:38, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0076, s0.acc: 99.6918, s0.loss_bbox: 0.0707, s1.loss_cls: 0.0017, s1.acc: 99.8721, s1.loss_bbox: 0.0348, s2.loss_cls: 0.0006, s2.acc: 99.9016, s2.loss_bbox: 0.0182, loss: 0.1342
2022-03-21 05:15:19,862 - mmdet - INFO - Epoch [27][190/336]	lr: 1.938e-06, eta: 1:39:29, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0073, s0.acc: 99.7119, s0.loss_bbox: 0.0716, s1.loss_cls: 0.0016, s1.acc: 99.8668, s1.loss_bbox: 0.0351, s2.loss_cls: 0.0007, s2.acc: 99.8900, s2.loss_bbox: 0.0177, loss: 0.1347
2022-03-21 05:15:27,462 - mmdet - INFO - Epoch [27][200/336]	lr: 1.938e-06, eta: 1:39:20, time: 0.759, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7159, s0.loss_bbox: 0.0696, s1.loss_cls: 0.0013, s1.acc: 99.8916, s1.loss_bbox: 0.0342, s2.loss_cls: 0.0005, s2.acc: 99.9189, s2.loss_bbox: 0.0172, loss: 0.1305
2022-03-21 05:15:35,407 - mmdet - INFO - Epoch [27][210/336]	lr: 1.938e-06, eta: 1:39:12, time: 0.795, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7409, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0012, s1.acc: 99.8981, s1.loss_bbox: 0.0327, s2.loss_cls: 0.0004, s2.acc: 99.9161, s2.loss_bbox: 0.0167, loss: 0.1267
2022-03-21 05:15:43,079 - mmdet - INFO - Epoch [27][220/336]	lr: 1.938e-06, eta: 1:39:03, time: 0.767, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0074, s0.acc: 99.7168, s0.loss_bbox: 0.0703, s1.loss_cls: 0.0014, s1.acc: 99.8703, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0006, s2.acc: 99.9023, s2.loss_bbox: 0.0173, loss: 0.1321
2022-03-21 05:15:50,382 - mmdet - INFO - Epoch [27][230/336]	lr: 1.938e-06, eta: 1:38:54, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7189, s0.loss_bbox: 0.0720, s1.loss_cls: 0.0013, s1.acc: 99.8978, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0005, s2.acc: 99.9209, s2.loss_bbox: 0.0181, loss: 0.1350
2022-03-21 05:15:57,692 - mmdet - INFO - Epoch [27][240/336]	lr: 1.938e-06, eta: 1:38:45, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7452, s0.loss_bbox: 0.0701, s1.loss_cls: 0.0014, s1.acc: 99.8886, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0005, s2.acc: 99.9157, s2.loss_bbox: 0.0170, loss: 0.1296
2022-03-21 05:16:05,107 - mmdet - INFO - Epoch [27][250/336]	lr: 1.938e-06, eta: 1:38:36, time: 0.740, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7388, s0.loss_bbox: 0.0684, s1.loss_cls: 0.0013, s1.acc: 99.8939, s1.loss_bbox: 0.0335, s2.loss_cls: 0.0004, s2.acc: 99.9333, s2.loss_bbox: 0.0169, loss: 0.1277
2022-03-21 05:16:12,446 - mmdet - INFO - Epoch [27][260/336]	lr: 1.938e-06, eta: 1:38:27, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7324, s0.loss_bbox: 0.0691, s1.loss_cls: 0.0013, s1.acc: 99.8941, s1.loss_bbox: 0.0332, s2.loss_cls: 0.0005, s2.acc: 99.9328, s2.loss_bbox: 0.0168, loss: 0.1282
2022-03-21 05:16:19,987 - mmdet - INFO - Epoch [27][270/336]	lr: 1.938e-06, eta: 1:38:18, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7214, s0.loss_bbox: 0.0683, s1.loss_cls: 0.0014, s1.acc: 99.8806, s1.loss_bbox: 0.0338, s2.loss_cls: 0.0004, s2.acc: 99.9311, s2.loss_bbox: 0.0174, loss: 0.1287
2022-03-21 05:16:29,048 - mmdet - INFO - Epoch [27][280/336]	lr: 1.938e-06, eta: 1:38:10, time: 0.906, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0077, s0.acc: 99.6967, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0017, s1.acc: 99.8727, s1.loss_bbox: 0.0360, s2.loss_cls: 0.0005, s2.acc: 99.9051, s2.loss_bbox: 0.0182, loss: 0.1385
2022-03-21 05:16:37,426 - mmdet - INFO - Epoch [27][290/336]	lr: 1.938e-06, eta: 1:38:02, time: 0.844, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7229, s0.loss_bbox: 0.0726, s1.loss_cls: 0.0014, s1.acc: 99.8810, s1.loss_bbox: 0.0361, s2.loss_cls: 0.0005, s2.acc: 99.9265, s2.loss_bbox: 0.0185, loss: 0.1367
2022-03-21 05:16:45,060 - mmdet - INFO - Epoch [27][300/336]	lr: 1.938e-06, eta: 1:37:53, time: 0.763, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0006, s0.loss_cls: 0.0077, s0.acc: 99.6902, s0.loss_bbox: 0.0749, s1.loss_cls: 0.0014, s1.acc: 99.8796, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0005, s2.acc: 99.9129, s2.loss_bbox: 0.0181, loss: 0.1389
2022-03-21 05:16:52,979 - mmdet - INFO - Epoch [27][310/336]	lr: 1.938e-06, eta: 1:37:45, time: 0.792, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7287, s0.loss_bbox: 0.0719, s1.loss_cls: 0.0014, s1.acc: 99.8761, s1.loss_bbox: 0.0345, s2.loss_cls: 0.0005, s2.acc: 99.9035, s2.loss_bbox: 0.0178, loss: 0.1334
2022-03-21 05:17:00,597 - mmdet - INFO - Epoch [27][320/336]	lr: 1.938e-06, eta: 1:37:36, time: 0.762, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7604, s0.loss_bbox: 0.0674, s1.loss_cls: 0.0012, s1.acc: 99.9079, s1.loss_bbox: 0.0318, s2.loss_cls: 0.0004, s2.acc: 99.9342, s2.loss_bbox: 0.0155, loss: 0.1230
2022-03-21 05:17:07,939 - mmdet - INFO - Epoch [27][330/336]	lr: 1.938e-06, eta: 1:37:27, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7385, s0.loss_bbox: 0.0735, s1.loss_cls: 0.0015, s1.acc: 99.8776, s1.loss_bbox: 0.0346, s2.loss_cls: 0.0005, s2.acc: 99.9209, s2.loss_bbox: 0.0173, loss: 0.1347
2022-03-21 05:17:13,398 - mmdet - INFO - Saving checkpoint at 27 epochs
2022-03-21 05:17:59,668 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:17:59,825 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:17:59,826 - mmdet - INFO - Epoch(val) [27][336]	bbox_mAP: 0.4330, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4290, bbox_mAP_m: 0.4540, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.433 0.500 0.493 0.429 0.454 -1.000
2022-03-21 05:18:28,810 - mmdet - INFO - Epoch [28][10/336]	lr: 1.938e-06, eta: 1:37:26, time: 2.898, data_time: 2.091, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7125, s0.loss_bbox: 0.0710, s1.loss_cls: 0.0012, s1.acc: 99.8949, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0004, s2.acc: 99.9220, s2.loss_bbox: 0.0177, loss: 0.1323
2022-03-21 05:18:37,046 - mmdet - INFO - Epoch [28][20/336]	lr: 1.938e-06, eta: 1:37:17, time: 0.823, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7391, s0.loss_bbox: 0.0666, s1.loss_cls: 0.0014, s1.acc: 99.8753, s1.loss_bbox: 0.0321, s2.loss_cls: 0.0005, s2.acc: 99.9238, s2.loss_bbox: 0.0163, loss: 0.1241
2022-03-21 05:18:44,384 - mmdet - INFO - Epoch [28][30/336]	lr: 1.938e-06, eta: 1:37:08, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0071, s0.acc: 99.7174, s0.loss_bbox: 0.0728, s1.loss_cls: 0.0015, s1.acc: 99.8707, s1.loss_bbox: 0.0354, s2.loss_cls: 0.0005, s2.acc: 99.9242, s2.loss_bbox: 0.0182, loss: 0.1363
2022-03-21 05:18:51,715 - mmdet - INFO - Epoch [28][40/336]	lr: 1.938e-06, eta: 1:36:59, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0072, s0.acc: 99.7015, s0.loss_bbox: 0.0696, s1.loss_cls: 0.0013, s1.acc: 99.8941, s1.loss_bbox: 0.0338, s2.loss_cls: 0.0005, s2.acc: 99.9152, s2.loss_bbox: 0.0172, loss: 0.1303
2022-03-21 05:18:59,263 - mmdet - INFO - Epoch [28][50/336]	lr: 1.938e-06, eta: 1:36:50, time: 0.755, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7284, s0.loss_bbox: 0.0736, s1.loss_cls: 0.0014, s1.acc: 99.8843, s1.loss_bbox: 0.0352, s2.loss_cls: 0.0005, s2.acc: 99.9171, s2.loss_bbox: 0.0177, loss: 0.1358
2022-03-21 05:19:06,897 - mmdet - INFO - Epoch [28][60/336]	lr: 1.938e-06, eta: 1:36:42, time: 0.763, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7458, s0.loss_bbox: 0.0690, s1.loss_cls: 0.0014, s1.acc: 99.8928, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0005, s2.acc: 99.9184, s2.loss_bbox: 0.0168, loss: 0.1278
2022-03-21 05:19:14,752 - mmdet - INFO - Epoch [28][70/336]	lr: 1.938e-06, eta: 1:36:33, time: 0.785, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7464, s0.loss_bbox: 0.0699, s1.loss_cls: 0.0011, s1.acc: 99.9067, s1.loss_bbox: 0.0336, s2.loss_cls: 0.0004, s2.acc: 99.9369, s2.loss_bbox: 0.0169, loss: 0.1287
2022-03-21 05:19:22,383 - mmdet - INFO - Epoch [28][80/336]	lr: 1.938e-06, eta: 1:36:24, time: 0.763, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7592, s0.loss_bbox: 0.0665, s1.loss_cls: 0.0012, s1.acc: 99.9001, s1.loss_bbox: 0.0322, s2.loss_cls: 0.0004, s2.acc: 99.9422, s2.loss_bbox: 0.0161, loss: 0.1229
2022-03-21 05:19:29,662 - mmdet - INFO - Epoch [28][90/336]	lr: 1.938e-06, eta: 1:36:15, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0069, s0.acc: 99.7205, s0.loss_bbox: 0.0712, s1.loss_cls: 0.0015, s1.acc: 99.8828, s1.loss_bbox: 0.0341, s2.loss_cls: 0.0004, s2.acc: 99.9265, s2.loss_bbox: 0.0172, loss: 0.1320
2022-03-21 05:19:36,972 - mmdet - INFO - Epoch [28][100/336]	lr: 1.938e-06, eta: 1:36:06, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7427, s0.loss_bbox: 0.0703, s1.loss_cls: 0.0011, s1.acc: 99.9024, s1.loss_bbox: 0.0332, s2.loss_cls: 0.0004, s2.acc: 99.9347, s2.loss_bbox: 0.0166, loss: 0.1288
2022-03-21 05:19:44,366 - mmdet - INFO - Epoch [28][110/336]	lr: 1.938e-06, eta: 1:35:57, time: 0.740, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7440, s0.loss_bbox: 0.0697, s1.loss_cls: 0.0011, s1.acc: 99.9208, s1.loss_bbox: 0.0330, s2.loss_cls: 0.0003, s2.acc: 99.9445, s2.loss_bbox: 0.0165, loss: 0.1278
2022-03-21 05:19:51,711 - mmdet - INFO - Epoch [28][120/336]	lr: 1.938e-06, eta: 1:35:48, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7360, s0.loss_bbox: 0.0679, s1.loss_cls: 0.0014, s1.acc: 99.8853, s1.loss_bbox: 0.0318, s2.loss_cls: 0.0007, s2.acc: 99.9022, s2.loss_bbox: 0.0158, loss: 0.1250
2022-03-21 05:19:58,985 - mmdet - INFO - Epoch [28][130/336]	lr: 1.938e-06, eta: 1:35:39, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7360, s0.loss_bbox: 0.0715, s1.loss_cls: 0.0012, s1.acc: 99.8987, s1.loss_bbox: 0.0344, s2.loss_cls: 0.0004, s2.acc: 99.9334, s2.loss_bbox: 0.0170, loss: 0.1317
2022-03-21 05:20:06,291 - mmdet - INFO - Epoch [28][140/336]	lr: 1.938e-06, eta: 1:35:30, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7479, s0.loss_bbox: 0.0669, s1.loss_cls: 0.0011, s1.acc: 99.9110, s1.loss_bbox: 0.0316, s2.loss_cls: 0.0004, s2.acc: 99.9347, s2.loss_bbox: 0.0161, loss: 0.1230
2022-03-21 05:20:13,803 - mmdet - INFO - Epoch [28][150/336]	lr: 1.938e-06, eta: 1:35:21, time: 0.751, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7302, s0.loss_bbox: 0.0691, s1.loss_cls: 0.0014, s1.acc: 99.8859, s1.loss_bbox: 0.0331, s2.loss_cls: 0.0005, s2.acc: 99.9302, s2.loss_bbox: 0.0168, loss: 0.1281
2022-03-21 05:20:21,409 - mmdet - INFO - Epoch [28][160/336]	lr: 1.938e-06, eta: 1:35:12, time: 0.761, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7607, s0.loss_bbox: 0.0646, s1.loss_cls: 0.0013, s1.acc: 99.8914, s1.loss_bbox: 0.0307, s2.loss_cls: 0.0004, s2.acc: 99.9259, s2.loss_bbox: 0.0156, loss: 0.1194
2022-03-21 05:20:29,352 - mmdet - INFO - Epoch [28][170/336]	lr: 1.938e-06, eta: 1:35:04, time: 0.794, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0068, s0.acc: 99.7235, s0.loss_bbox: 0.0702, s1.loss_cls: 0.0015, s1.acc: 99.8760, s1.loss_bbox: 0.0328, s2.loss_cls: 0.0006, s2.acc: 99.9059, s2.loss_bbox: 0.0166, loss: 0.1291
2022-03-21 05:20:36,831 - mmdet - INFO - Epoch [28][180/336]	lr: 1.938e-06, eta: 1:34:55, time: 0.747, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7409, s0.loss_bbox: 0.0664, s1.loss_cls: 0.0014, s1.acc: 99.8873, s1.loss_bbox: 0.0328, s2.loss_cls: 0.0006, s2.acc: 99.9180, s2.loss_bbox: 0.0164, loss: 0.1248
2022-03-21 05:20:44,158 - mmdet - INFO - Epoch [28][190/336]	lr: 1.938e-06, eta: 1:34:46, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7440, s0.loss_bbox: 0.0681, s1.loss_cls: 0.0014, s1.acc: 99.8755, s1.loss_bbox: 0.0326, s2.loss_cls: 0.0004, s2.acc: 99.9299, s2.loss_bbox: 0.0167, loss: 0.1263
2022-03-21 05:20:51,457 - mmdet - INFO - Epoch [28][200/336]	lr: 1.938e-06, eta: 1:34:37, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7659, s0.loss_bbox: 0.0699, s1.loss_cls: 0.0012, s1.acc: 99.9039, s1.loss_bbox: 0.0334, s2.loss_cls: 0.0004, s2.acc: 99.9277, s2.loss_bbox: 0.0170, loss: 0.1285
2022-03-21 05:20:58,726 - mmdet - INFO - Epoch [28][210/336]	lr: 1.938e-06, eta: 1:34:28, time: 0.727, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0070, s0.acc: 99.7281, s0.loss_bbox: 0.0733, s1.loss_cls: 0.0017, s1.acc: 99.8611, s1.loss_bbox: 0.0355, s2.loss_cls: 0.0007, s2.acc: 99.9014, s2.loss_bbox: 0.0181, loss: 0.1369
2022-03-21 05:21:06,009 - mmdet - INFO - Epoch [28][220/336]	lr: 1.938e-06, eta: 1:34:19, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7458, s0.loss_bbox: 0.0690, s1.loss_cls: 0.0013, s1.acc: 99.8901, s1.loss_bbox: 0.0329, s2.loss_cls: 0.0005, s2.acc: 99.9178, s2.loss_bbox: 0.0168, loss: 0.1276
2022-03-21 05:21:13,317 - mmdet - INFO - Epoch [28][230/336]	lr: 1.938e-06, eta: 1:34:10, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7473, s0.loss_bbox: 0.0659, s1.loss_cls: 0.0013, s1.acc: 99.8955, s1.loss_bbox: 0.0314, s2.loss_cls: 0.0004, s2.acc: 99.9279, s2.loss_bbox: 0.0160, loss: 0.1218
2022-03-21 05:21:20,598 - mmdet - INFO - Epoch [28][240/336]	lr: 1.938e-06, eta: 1:34:01, time: 0.730, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7568, s0.loss_bbox: 0.0660, s1.loss_cls: 0.0013, s1.acc: 99.9020, s1.loss_bbox: 0.0315, s2.loss_cls: 0.0004, s2.acc: 99.9371, s2.loss_bbox: 0.0160, loss: 0.1222
2022-03-21 05:21:28,068 - mmdet - INFO - Epoch [28][250/336]	lr: 1.938e-06, eta: 1:33:52, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7595, s0.loss_bbox: 0.0638, s1.loss_cls: 0.0011, s1.acc: 99.9049, s1.loss_bbox: 0.0313, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0162, loss: 0.1193
2022-03-21 05:21:35,834 - mmdet - INFO - Epoch [28][260/336]	lr: 1.938e-06, eta: 1:33:43, time: 0.777, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0066, s0.acc: 99.7418, s0.loss_bbox: 0.0629, s1.loss_cls: 0.0014, s1.acc: 99.8934, s1.loss_bbox: 0.0299, s2.loss_cls: 0.0006, s2.acc: 99.9063, s2.loss_bbox: 0.0151, loss: 0.1170
2022-03-21 05:21:43,617 - mmdet - INFO - Epoch [28][270/336]	lr: 1.938e-06, eta: 1:33:35, time: 0.778, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0063, s0.acc: 99.7571, s0.loss_bbox: 0.0654, s1.loss_cls: 0.0012, s1.acc: 99.9023, s1.loss_bbox: 0.0316, s2.loss_cls: 0.0004, s2.acc: 99.9291, s2.loss_bbox: 0.0163, loss: 0.1219
2022-03-21 05:21:51,195 - mmdet - INFO - Epoch [28][280/336]	lr: 1.938e-06, eta: 1:33:26, time: 0.756, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7592, s0.loss_bbox: 0.0659, s1.loss_cls: 0.0015, s1.acc: 99.8885, s1.loss_bbox: 0.0312, s2.loss_cls: 0.0005, s2.acc: 99.9189, s2.loss_bbox: 0.0161, loss: 0.1223
2022-03-21 05:21:58,484 - mmdet - INFO - Epoch [28][290/336]	lr: 1.938e-06, eta: 1:33:17, time: 0.730, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7638, s0.loss_bbox: 0.0617, s1.loss_cls: 0.0011, s1.acc: 99.9099, s1.loss_bbox: 0.0294, s2.loss_cls: 0.0004, s2.acc: 99.9344, s2.loss_bbox: 0.0149, loss: 0.1142
2022-03-21 05:22:05,786 - mmdet - INFO - Epoch [28][300/336]	lr: 1.938e-06, eta: 1:33:08, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0064, s0.acc: 99.7467, s0.loss_bbox: 0.0630, s1.loss_cls: 0.0014, s1.acc: 99.8896, s1.loss_bbox: 0.0308, s2.loss_cls: 0.0004, s2.acc: 99.9241, s2.loss_bbox: 0.0158, loss: 0.1185
2022-03-21 05:22:13,198 - mmdet - INFO - Epoch [28][310/336]	lr: 1.938e-06, eta: 1:32:59, time: 0.741, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7684, s0.loss_bbox: 0.0609, s1.loss_cls: 0.0013, s1.acc: 99.8929, s1.loss_bbox: 0.0302, s2.loss_cls: 0.0004, s2.acc: 99.9195, s2.loss_bbox: 0.0155, loss: 0.1145
2022-03-21 05:22:21,438 - mmdet - INFO - Epoch [28][320/336]	lr: 1.938e-06, eta: 1:32:51, time: 0.817, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0065, s0.acc: 99.7455, s0.loss_bbox: 0.0662, s1.loss_cls: 0.0014, s1.acc: 99.8910, s1.loss_bbox: 0.0322, s2.loss_cls: 0.0005, s2.acc: 99.9163, s2.loss_bbox: 0.0166, loss: 0.1240
2022-03-21 05:22:29,180 - mmdet - INFO - Epoch [28][330/336]	lr: 1.938e-06, eta: 1:32:42, time: 0.781, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0067, s0.acc: 99.7260, s0.loss_bbox: 0.0644, s1.loss_cls: 0.0015, s1.acc: 99.8755, s1.loss_bbox: 0.0308, s2.loss_cls: 0.0008, s2.acc: 99.8917, s2.loss_bbox: 0.0160, loss: 0.1210
2022-03-21 05:22:34,660 - mmdet - INFO - Saving checkpoint at 28 epochs
2022-03-21 05:23:18,034 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:23:18,394 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:23:18,395 - mmdet - INFO - Epoch(val) [28][336]	bbox_mAP: 0.4360, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4880, bbox_mAP_s: 0.4310, bbox_mAP_m: 0.4540, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.436 0.500 0.488 0.431 0.454 -1.000
2022-03-21 05:23:45,005 - mmdet - INFO - Epoch [29][10/336]	lr: 1.938e-07, eta: 1:32:38, time: 2.636, data_time: 1.848, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0048, s0.acc: 99.8096, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0011, s1.acc: 99.9095, s1.loss_bbox: 0.0275, s2.loss_cls: 0.0004, s2.acc: 99.9329, s2.loss_bbox: 0.0141, loss: 0.1062
2022-03-21 05:23:52,704 - mmdet - INFO - Epoch [29][20/336]	lr: 1.938e-07, eta: 1:32:30, time: 0.793, data_time: 0.032, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0051, s0.acc: 99.8013, s0.loss_bbox: 0.0601, s1.loss_cls: 0.0012, s1.acc: 99.8976, s1.loss_bbox: 0.0289, s2.loss_cls: 0.0005, s2.acc: 99.9192, s2.loss_bbox: 0.0149, loss: 0.1114
2022-03-21 05:24:01,526 - mmdet - INFO - Epoch [29][30/336]	lr: 1.938e-07, eta: 1:32:22, time: 0.883, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0055, s0.acc: 99.7842, s0.loss_bbox: 0.0594, s1.loss_cls: 0.0011, s1.acc: 99.9086, s1.loss_bbox: 0.0283, s2.loss_cls: 0.0005, s2.acc: 99.9223, s2.loss_bbox: 0.0143, loss: 0.1098
2022-03-21 05:24:10,736 - mmdet - INFO - Epoch [29][40/336]	lr: 1.938e-07, eta: 1:32:14, time: 0.921, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0053, s0.acc: 99.7980, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0011, s1.acc: 99.9126, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0005, s2.acc: 99.9188, s2.loss_bbox: 0.0135, loss: 0.1039
2022-03-21 05:24:19,747 - mmdet - INFO - Epoch [29][50/336]	lr: 1.938e-07, eta: 1:32:06, time: 0.901, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8117, s0.loss_bbox: 0.0566, s1.loss_cls: 0.0011, s1.acc: 99.9117, s1.loss_bbox: 0.0269, s2.loss_cls: 0.0005, s2.acc: 99.9229, s2.loss_bbox: 0.0137, loss: 0.1040
2022-03-21 05:24:28,717 - mmdet - INFO - Epoch [29][60/336]	lr: 1.938e-07, eta: 1:31:59, time: 0.890, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8032, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0009, s1.acc: 99.9242, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9422, s2.loss_bbox: 0.0134, loss: 0.1023
2022-03-21 05:24:37,742 - mmdet - INFO - Epoch [29][70/336]	lr: 1.938e-07, eta: 1:31:51, time: 0.903, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0057, s0.acc: 99.7794, s0.loss_bbox: 0.0598, s1.loss_cls: 0.0011, s1.acc: 99.9058, s1.loss_bbox: 0.0282, s2.loss_cls: 0.0004, s2.acc: 99.9311, s2.loss_bbox: 0.0142, loss: 0.1100
2022-03-21 05:24:46,157 - mmdet - INFO - Epoch [29][80/336]	lr: 1.938e-07, eta: 1:31:43, time: 0.848, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0052, s0.acc: 99.7943, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0011, s1.acc: 99.9159, s1.loss_bbox: 0.0269, s2.loss_cls: 0.0005, s2.acc: 99.9268, s2.loss_bbox: 0.0138, loss: 0.1055
2022-03-21 05:24:53,443 - mmdet - INFO - Epoch [29][90/336]	lr: 1.938e-07, eta: 1:31:34, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7992, s0.loss_bbox: 0.0569, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0275, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0142, loss: 0.1055
2022-03-21 05:25:00,935 - mmdet - INFO - Epoch [29][100/336]	lr: 1.938e-07, eta: 1:31:25, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0050, s0.acc: 99.8047, s0.loss_bbox: 0.0600, s1.loss_cls: 0.0010, s1.acc: 99.9140, s1.loss_bbox: 0.0281, s2.loss_cls: 0.0004, s2.acc: 99.9289, s2.loss_bbox: 0.0144, loss: 0.1097
2022-03-21 05:25:08,954 - mmdet - INFO - Epoch [29][110/336]	lr: 1.938e-07, eta: 1:31:16, time: 0.803, data_time: 0.013, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7903, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0011, s1.acc: 99.9065, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0005, s2.acc: 99.9217, s2.loss_bbox: 0.0135, loss: 0.1021
2022-03-21 05:25:17,968 - mmdet - INFO - Epoch [29][120/336]	lr: 1.938e-07, eta: 1:31:09, time: 0.901, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8026, s0.loss_bbox: 0.0556, s1.loss_cls: 0.0011, s1.acc: 99.9073, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0005, s2.acc: 99.9175, s2.loss_bbox: 0.0138, loss: 0.1029
2022-03-21 05:25:25,609 - mmdet - INFO - Epoch [29][130/336]	lr: 1.938e-07, eta: 1:31:00, time: 0.744, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7849, s0.loss_bbox: 0.0570, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0277, s2.loss_cls: 0.0005, s2.acc: 99.9158, s2.loss_bbox: 0.0141, loss: 0.1060
2022-03-21 05:25:32,902 - mmdet - INFO - Epoch [29][140/336]	lr: 1.938e-07, eta: 1:30:51, time: 0.749, data_time: 0.028, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7781, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0014, s1.acc: 99.8961, s1.loss_bbox: 0.0277, s2.loss_cls: 0.0005, s2.acc: 99.9108, s2.loss_bbox: 0.0142, loss: 0.1072
2022-03-21 05:25:40,218 - mmdet - INFO - Epoch [29][150/336]	lr: 1.938e-07, eta: 1:30:42, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8093, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9348, s2.loss_bbox: 0.0135, loss: 0.1015
2022-03-21 05:25:47,503 - mmdet - INFO - Epoch [29][160/336]	lr: 1.938e-07, eta: 1:30:33, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7974, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0011, s1.acc: 99.9043, s1.loss_bbox: 0.0272, s2.loss_cls: 0.0005, s2.acc: 99.9103, s2.loss_bbox: 0.0141, loss: 0.1047
2022-03-21 05:25:54,812 - mmdet - INFO - Epoch [29][170/336]	lr: 1.938e-07, eta: 1:30:24, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0054, s0.acc: 99.7894, s0.loss_bbox: 0.0595, s1.loss_cls: 0.0011, s1.acc: 99.9109, s1.loss_bbox: 0.0284, s2.loss_cls: 0.0005, s2.acc: 99.9080, s2.loss_bbox: 0.0143, loss: 0.1099
2022-03-21 05:26:02,126 - mmdet - INFO - Epoch [29][180/336]	lr: 1.938e-07, eta: 1:30:15, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7916, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0010, s1.acc: 99.9181, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0004, s2.acc: 99.9382, s2.loss_bbox: 0.0137, loss: 0.1041
2022-03-21 05:26:09,431 - mmdet - INFO - Epoch [29][190/336]	lr: 1.938e-07, eta: 1:30:06, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0061, s0.acc: 99.7589, s0.loss_bbox: 0.0612, s1.loss_cls: 0.0012, s1.acc: 99.9069, s1.loss_bbox: 0.0289, s2.loss_cls: 0.0005, s2.acc: 99.9246, s2.loss_bbox: 0.0148, loss: 0.1132
2022-03-21 05:26:16,855 - mmdet - INFO - Epoch [29][200/336]	lr: 1.938e-07, eta: 1:29:57, time: 0.743, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7629, s0.loss_bbox: 0.0591, s1.loss_cls: 0.0011, s1.acc: 99.9107, s1.loss_bbox: 0.0288, s2.loss_cls: 0.0005, s2.acc: 99.9140, s2.loss_bbox: 0.0148, loss: 0.1107
2022-03-21 05:26:24,557 - mmdet - INFO - Epoch [29][210/336]	lr: 1.938e-07, eta: 1:29:49, time: 0.770, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7937, s0.loss_bbox: 0.0570, s1.loss_cls: 0.0010, s1.acc: 99.9152, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9375, s2.loss_bbox: 0.0139, loss: 0.1046
2022-03-21 05:26:32,378 - mmdet - INFO - Epoch [29][220/336]	lr: 1.938e-07, eta: 1:29:40, time: 0.782, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7955, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0012, s1.acc: 99.9013, s1.loss_bbox: 0.0275, s2.loss_cls: 0.0004, s2.acc: 99.9369, s2.loss_bbox: 0.0141, loss: 0.1055
2022-03-21 05:26:40,066 - mmdet - INFO - Epoch [29][230/336]	lr: 1.938e-07, eta: 1:29:31, time: 0.762, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7919, s0.loss_bbox: 0.0585, s1.loss_cls: 0.0012, s1.acc: 99.8890, s1.loss_bbox: 0.0276, s2.loss_cls: 0.0005, s2.acc: 99.9247, s2.loss_bbox: 0.0143, loss: 0.1080
2022-03-21 05:26:49,132 - mmdet - INFO - Epoch [29][240/336]	lr: 1.938e-07, eta: 1:29:24, time: 0.906, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.8007, s0.loss_bbox: 0.0576, s1.loss_cls: 0.0012, s1.acc: 99.9097, s1.loss_bbox: 0.0271, s2.loss_cls: 0.0004, s2.acc: 99.9339, s2.loss_bbox: 0.0138, loss: 0.1060
2022-03-21 05:26:56,518 - mmdet - INFO - Epoch [29][250/336]	lr: 1.938e-07, eta: 1:29:15, time: 0.746, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7977, s0.loss_bbox: 0.0585, s1.loss_cls: 0.0010, s1.acc: 99.9101, s1.loss_bbox: 0.0273, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0139, loss: 0.1066
2022-03-21 05:27:03,816 - mmdet - INFO - Epoch [29][260/336]	lr: 1.938e-07, eta: 1:29:06, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8007, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9123, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9370, s2.loss_bbox: 0.0136, loss: 0.1024
2022-03-21 05:27:11,105 - mmdet - INFO - Epoch [29][270/336]	lr: 1.938e-07, eta: 1:28:57, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7791, s0.loss_bbox: 0.0575, s1.loss_cls: 0.0011, s1.acc: 99.9189, s1.loss_bbox: 0.0272, s2.loss_cls: 0.0004, s2.acc: 99.9359, s2.loss_bbox: 0.0141, loss: 0.1062
2022-03-21 05:27:18,700 - mmdet - INFO - Epoch [29][280/336]	lr: 1.938e-07, eta: 1:28:48, time: 0.759, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0062, s0.acc: 99.7607, s0.loss_bbox: 0.0598, s1.loss_cls: 0.0012, s1.acc: 99.9046, s1.loss_bbox: 0.0285, s2.loss_cls: 0.0006, s2.acc: 99.9108, s2.loss_bbox: 0.0147, loss: 0.1115
2022-03-21 05:27:26,637 - mmdet - INFO - Epoch [29][290/336]	lr: 1.938e-07, eta: 1:28:40, time: 0.791, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7852, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0011, s1.acc: 99.9156, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0004, s2.acc: 99.9397, s2.loss_bbox: 0.0138, loss: 0.1058
2022-03-21 05:27:34,074 - mmdet - INFO - Epoch [29][300/336]	lr: 1.938e-07, eta: 1:28:31, time: 0.746, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7833, s0.loss_bbox: 0.0590, s1.loss_cls: 0.0012, s1.acc: 99.8966, s1.loss_bbox: 0.0283, s2.loss_cls: 0.0005, s2.acc: 99.9207, s2.loss_bbox: 0.0144, loss: 0.1094
2022-03-21 05:27:41,962 - mmdet - INFO - Epoch [29][310/336]	lr: 1.938e-07, eta: 1:28:22, time: 0.789, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7769, s0.loss_bbox: 0.0598, s1.loss_cls: 0.0011, s1.acc: 99.9042, s1.loss_bbox: 0.0287, s2.loss_cls: 0.0005, s2.acc: 99.9194, s2.loss_bbox: 0.0146, loss: 0.1109
2022-03-21 05:27:50,501 - mmdet - INFO - Epoch [29][320/336]	lr: 1.938e-07, eta: 1:28:14, time: 0.847, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8065, s0.loss_bbox: 0.0566, s1.loss_cls: 0.0011, s1.acc: 99.9089, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0004, s2.acc: 99.9305, s2.loss_bbox: 0.0139, loss: 0.1044
2022-03-21 05:27:59,408 - mmdet - INFO - Epoch [29][330/336]	lr: 1.938e-07, eta: 1:28:06, time: 0.897, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0058, s0.acc: 99.7711, s0.loss_bbox: 0.0589, s1.loss_cls: 0.0013, s1.acc: 99.9015, s1.loss_bbox: 0.0282, s2.loss_cls: 0.0005, s2.acc: 99.9222, s2.loss_bbox: 0.0147, loss: 0.1099
2022-03-21 05:28:04,964 - mmdet - INFO - Saving checkpoint at 29 epochs
2022-03-21 05:28:42,083 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:28:42,241 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:28:42,241 - mmdet - INFO - Epoch(val) [29][336]	bbox_mAP: 0.4470, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4880, bbox_mAP_s: 0.4440, bbox_mAP_m: 0.4580, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.447 0.500 0.488 0.444 0.458 -1.000
2022-03-21 05:29:11,147 - mmdet - INFO - Epoch [30][10/336]	lr: 1.938e-07, eta: 1:28:03, time: 2.889, data_time: 2.119, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7687, s0.loss_bbox: 0.0597, s1.loss_cls: 0.0012, s1.acc: 99.9024, s1.loss_bbox: 0.0283, s2.loss_cls: 0.0004, s2.acc: 99.9360, s2.loss_bbox: 0.0145, loss: 0.1105
2022-03-21 05:29:18,393 - mmdet - INFO - Epoch [30][20/336]	lr: 1.938e-07, eta: 1:27:54, time: 0.725, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8032, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0011, s1.acc: 99.9138, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9339, s2.loss_bbox: 0.0131, loss: 0.1032
2022-03-21 05:29:25,643 - mmdet - INFO - Epoch [30][30/336]	lr: 1.938e-07, eta: 1:27:45, time: 0.725, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7861, s0.loss_bbox: 0.0602, s1.loss_cls: 0.0011, s1.acc: 99.9116, s1.loss_bbox: 0.0283, s2.loss_cls: 0.0005, s2.acc: 99.9218, s2.loss_bbox: 0.0144, loss: 0.1107
2022-03-21 05:29:32,879 - mmdet - INFO - Epoch [30][40/336]	lr: 1.938e-07, eta: 1:27:36, time: 0.724, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7849, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0011, s1.acc: 99.9088, s1.loss_bbox: 0.0269, s2.loss_cls: 0.0005, s2.acc: 99.9151, s2.loss_bbox: 0.0134, loss: 0.1042
2022-03-21 05:29:41,370 - mmdet - INFO - Epoch [30][50/336]	lr: 1.938e-07, eta: 1:27:28, time: 0.850, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7891, s0.loss_bbox: 0.0578, s1.loss_cls: 0.0010, s1.acc: 99.9217, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9332, s2.loss_bbox: 0.0135, loss: 0.1052
2022-03-21 05:29:50,294 - mmdet - INFO - Epoch [30][60/336]	lr: 1.938e-07, eta: 1:27:20, time: 0.892, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8035, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0012, s1.acc: 99.8988, s1.loss_bbox: 0.0271, s2.loss_cls: 0.0005, s2.acc: 99.9155, s2.loss_bbox: 0.0139, loss: 0.1058
2022-03-21 05:29:59,522 - mmdet - INFO - Epoch [30][70/336]	lr: 1.938e-07, eta: 1:27:13, time: 0.923, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7916, s0.loss_bbox: 0.0596, s1.loss_cls: 0.0011, s1.acc: 99.9156, s1.loss_bbox: 0.0274, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0139, loss: 0.1082
2022-03-21 05:30:08,756 - mmdet - INFO - Epoch [30][80/336]	lr: 1.938e-07, eta: 1:27:05, time: 0.923, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7964, s0.loss_bbox: 0.0581, s1.loss_cls: 0.0011, s1.acc: 99.9079, s1.loss_bbox: 0.0278, s2.loss_cls: 0.0004, s2.acc: 99.9314, s2.loss_bbox: 0.0140, loss: 0.1072
2022-03-21 05:30:17,923 - mmdet - INFO - Epoch [30][90/336]	lr: 1.938e-07, eta: 1:26:57, time: 0.917, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0059, s0.acc: 99.7635, s0.loss_bbox: 0.0613, s1.loss_cls: 0.0012, s1.acc: 99.9053, s1.loss_bbox: 0.0284, s2.loss_cls: 0.0004, s2.acc: 99.9328, s2.loss_bbox: 0.0144, loss: 0.1122
2022-03-21 05:30:25,972 - mmdet - INFO - Epoch [30][100/336]	lr: 1.938e-07, eta: 1:26:49, time: 0.804, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7961, s0.loss_bbox: 0.0581, s1.loss_cls: 0.0012, s1.acc: 99.9015, s1.loss_bbox: 0.0279, s2.loss_cls: 0.0005, s2.acc: 99.9237, s2.loss_bbox: 0.0142, loss: 0.1074
2022-03-21 05:30:33,219 - mmdet - INFO - Epoch [30][110/336]	lr: 1.938e-07, eta: 1:26:40, time: 0.725, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7833, s0.loss_bbox: 0.0578, s1.loss_cls: 0.0011, s1.acc: 99.9165, s1.loss_bbox: 0.0274, s2.loss_cls: 0.0004, s2.acc: 99.9333, s2.loss_bbox: 0.0143, loss: 0.1069
2022-03-21 05:30:40,507 - mmdet - INFO - Epoch [30][120/336]	lr: 1.938e-07, eta: 1:26:31, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7861, s0.loss_bbox: 0.0590, s1.loss_cls: 0.0011, s1.acc: 99.9116, s1.loss_bbox: 0.0281, s2.loss_cls: 0.0004, s2.acc: 99.9277, s2.loss_bbox: 0.0143, loss: 0.1088
2022-03-21 05:30:48,497 - mmdet - INFO - Epoch [30][130/336]	lr: 1.938e-07, eta: 1:26:22, time: 0.799, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8029, s0.loss_bbox: 0.0562, s1.loss_cls: 0.0012, s1.acc: 99.8969, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9265, s2.loss_bbox: 0.0134, loss: 0.1027
2022-03-21 05:30:55,781 - mmdet - INFO - Epoch [30][140/336]	lr: 1.938e-07, eta: 1:26:14, time: 0.729, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7910, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0010, s1.acc: 99.9178, s1.loss_bbox: 0.0274, s2.loss_cls: 0.0004, s2.acc: 99.9317, s2.loss_bbox: 0.0142, loss: 0.1067
2022-03-21 05:31:03,441 - mmdet - INFO - Epoch [30][150/336]	lr: 1.938e-07, eta: 1:26:05, time: 0.759, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8077, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0012, s1.acc: 99.8991, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9235, s2.loss_bbox: 0.0136, loss: 0.1016
2022-03-21 05:31:12,466 - mmdet - INFO - Epoch [30][160/336]	lr: 1.938e-07, eta: 1:25:57, time: 0.910, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8016, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0011, s1.acc: 99.9080, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9330, s2.loss_bbox: 0.0136, loss: 0.1031
2022-03-21 05:31:20,730 - mmdet - INFO - Epoch [30][170/336]	lr: 1.938e-07, eta: 1:25:49, time: 0.825, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7855, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0013, s1.acc: 99.9059, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0005, s2.acc: 99.9232, s2.loss_bbox: 0.0134, loss: 0.1031
2022-03-21 05:31:28,465 - mmdet - INFO - Epoch [30][180/336]	lr: 1.938e-07, eta: 1:25:40, time: 0.774, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7961, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0011, s1.acc: 99.9116, s1.loss_bbox: 0.0274, s2.loss_cls: 0.0005, s2.acc: 99.9309, s2.loss_bbox: 0.0139, loss: 0.1058
2022-03-21 05:31:37,082 - mmdet - INFO - Epoch [30][190/336]	lr: 1.938e-07, eta: 1:25:32, time: 0.855, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0056, s0.acc: 99.7858, s0.loss_bbox: 0.0591, s1.loss_cls: 0.0012, s1.acc: 99.9067, s1.loss_bbox: 0.0273, s2.loss_cls: 0.0005, s2.acc: 99.9264, s2.loss_bbox: 0.0138, loss: 0.1081
2022-03-21 05:31:45,132 - mmdet - INFO - Epoch [30][200/336]	lr: 1.938e-07, eta: 1:25:24, time: 0.812, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0058, s0.acc: 99.7641, s0.loss_bbox: 0.0617, s1.loss_cls: 0.0012, s1.acc: 99.9012, s1.loss_bbox: 0.0296, s2.loss_cls: 0.0005, s2.acc: 99.9222, s2.loss_bbox: 0.0149, loss: 0.1144
2022-03-21 05:31:52,452 - mmdet - INFO - Epoch [30][210/336]	lr: 1.938e-07, eta: 1:25:15, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0059, s0.acc: 99.7678, s0.loss_bbox: 0.0611, s1.loss_cls: 0.0012, s1.acc: 99.9017, s1.loss_bbox: 0.0290, s2.loss_cls: 0.0005, s2.acc: 99.9234, s2.loss_bbox: 0.0147, loss: 0.1128
2022-03-21 05:31:59,711 - mmdet - INFO - Epoch [30][220/336]	lr: 1.938e-07, eta: 1:25:06, time: 0.726, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7922, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0004, s2.acc: 99.9268, s2.loss_bbox: 0.0137, loss: 0.1052
2022-03-21 05:32:06,981 - mmdet - INFO - Epoch [30][230/336]	lr: 1.938e-07, eta: 1:24:57, time: 0.726, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7983, s0.loss_bbox: 0.0581, s1.loss_cls: 0.0011, s1.acc: 99.9079, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0004, s2.acc: 99.9188, s2.loss_bbox: 0.0137, loss: 0.1058
2022-03-21 05:32:14,401 - mmdet - INFO - Epoch [30][240/336]	lr: 1.938e-07, eta: 1:24:48, time: 0.743, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7977, s0.loss_bbox: 0.0560, s1.loss_cls: 0.0011, s1.acc: 99.9113, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9305, s2.loss_bbox: 0.0133, loss: 0.1027
2022-03-21 05:32:21,684 - mmdet - INFO - Epoch [30][250/336]	lr: 1.938e-07, eta: 1:24:39, time: 0.725, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7919, s0.loss_bbox: 0.0562, s1.loss_cls: 0.0011, s1.acc: 99.9098, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9327, s2.loss_bbox: 0.0133, loss: 0.1033
2022-03-21 05:32:28,937 - mmdet - INFO - Epoch [30][260/336]	lr: 1.938e-07, eta: 1:24:30, time: 0.729, data_time: 0.014, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7867, s0.loss_bbox: 0.0562, s1.loss_cls: 0.0011, s1.acc: 99.9045, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9382, s2.loss_bbox: 0.0135, loss: 0.1034
2022-03-21 05:32:36,763 - mmdet - INFO - Epoch [30][270/336]	lr: 1.938e-07, eta: 1:24:22, time: 0.783, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7830, s0.loss_bbox: 0.0583, s1.loss_cls: 0.0011, s1.acc: 99.9131, s1.loss_bbox: 0.0275, s2.loss_cls: 0.0004, s2.acc: 99.9263, s2.loss_bbox: 0.0140, loss: 0.1071
2022-03-21 05:32:44,324 - mmdet - INFO - Epoch [30][280/336]	lr: 1.938e-07, eta: 1:24:13, time: 0.756, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0059, s0.acc: 99.7760, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0013, s1.acc: 99.8921, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0006, s2.acc: 99.9220, s2.loss_bbox: 0.0138, loss: 0.1049
2022-03-21 05:32:52,365 - mmdet - INFO - Epoch [30][290/336]	lr: 1.938e-07, eta: 1:24:05, time: 0.805, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8059, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0130, loss: 0.1008
2022-03-21 05:33:00,401 - mmdet - INFO - Epoch [30][300/336]	lr: 1.938e-07, eta: 1:23:56, time: 0.803, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7913, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0011, s1.acc: 99.9141, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0004, s2.acc: 99.9348, s2.loss_bbox: 0.0138, loss: 0.1053
2022-03-21 05:33:07,636 - mmdet - INFO - Epoch [30][310/336]	lr: 1.938e-07, eta: 1:23:47, time: 0.723, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8029, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0009, s1.acc: 99.9263, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9385, s2.loss_bbox: 0.0137, loss: 0.1038
2022-03-21 05:33:14,948 - mmdet - INFO - Epoch [30][320/336]	lr: 1.938e-07, eta: 1:23:38, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7980, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0009, s1.acc: 99.9176, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0004, s2.acc: 99.9408, s2.loss_bbox: 0.0132, loss: 0.1015
2022-03-21 05:33:22,234 - mmdet - INFO - Epoch [30][330/336]	lr: 1.938e-07, eta: 1:23:30, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8026, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0014, s1.acc: 99.9033, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9255, s2.loss_bbox: 0.0132, loss: 0.1020
2022-03-21 05:33:27,747 - mmdet - INFO - Saving checkpoint at 30 epochs
2022-03-21 05:34:05,023 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:34:05,182 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:34:05,182 - mmdet - INFO - Epoch(val) [30][336]	bbox_mAP: 0.4500, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4880, bbox_mAP_s: 0.4490, bbox_mAP_m: 0.4590, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.450 0.500 0.488 0.449 0.459 -1.000
2022-03-21 05:34:32,080 - mmdet - INFO - Epoch [31][10/336]	lr: 1.938e-07, eta: 1:23:24, time: 2.688, data_time: 1.836, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8257, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0010, s1.acc: 99.9224, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9416, s2.loss_bbox: 0.0126, loss: 0.0991
2022-03-21 05:34:39,393 - mmdet - INFO - Epoch [31][20/336]	lr: 1.938e-07, eta: 1:23:16, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8016, s0.loss_bbox: 0.0558, s1.loss_cls: 0.0012, s1.acc: 99.8977, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9252, s2.loss_bbox: 0.0130, loss: 0.1010
2022-03-21 05:34:47,557 - mmdet - INFO - Epoch [31][30/336]	lr: 1.938e-07, eta: 1:23:07, time: 0.816, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7998, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0010, s1.acc: 99.9172, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9397, s2.loss_bbox: 0.0130, loss: 0.1013
2022-03-21 05:34:55,057 - mmdet - INFO - Epoch [31][40/336]	lr: 1.938e-07, eta: 1:22:58, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7977, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0012, s1.acc: 99.8979, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9363, s2.loss_bbox: 0.0133, loss: 0.1032
2022-03-21 05:35:03,497 - mmdet - INFO - Epoch [31][50/336]	lr: 1.938e-07, eta: 1:22:50, time: 0.844, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8013, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0010, s1.acc: 99.9101, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0004, s2.acc: 99.9327, s2.loss_bbox: 0.0135, loss: 0.1054
2022-03-21 05:35:10,766 - mmdet - INFO - Epoch [31][60/336]	lr: 1.938e-07, eta: 1:22:41, time: 0.727, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7803, s0.loss_bbox: 0.0569, s1.loss_cls: 0.0012, s1.acc: 99.9021, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0005, s2.acc: 99.9134, s2.loss_bbox: 0.0137, loss: 0.1051
2022-03-21 05:35:18,007 - mmdet - INFO - Epoch [31][70/336]	lr: 1.938e-07, eta: 1:22:32, time: 0.724, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8151, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9147, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0130, loss: 0.0998
2022-03-21 05:35:25,785 - mmdet - INFO - Epoch [31][80/336]	lr: 1.938e-07, eta: 1:22:24, time: 0.778, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8141, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0009, s1.acc: 99.9239, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9291, s2.loss_bbox: 0.0127, loss: 0.1003
2022-03-21 05:35:33,566 - mmdet - INFO - Epoch [31][90/336]	lr: 1.938e-07, eta: 1:22:15, time: 0.778, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7849, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0011, s1.acc: 99.9082, s1.loss_bbox: 0.0269, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0135, loss: 0.1056
2022-03-21 05:35:40,900 - mmdet - INFO - Epoch [31][100/336]	lr: 1.938e-07, eta: 1:22:06, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7849, s0.loss_bbox: 0.0606, s1.loss_cls: 0.0013, s1.acc: 99.9006, s1.loss_bbox: 0.0277, s2.loss_cls: 0.0005, s2.acc: 99.9136, s2.loss_bbox: 0.0141, loss: 0.1106
2022-03-21 05:35:49,422 - mmdet - INFO - Epoch [31][110/336]	lr: 1.938e-07, eta: 1:21:58, time: 0.845, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8013, s0.loss_bbox: 0.0525, s1.loss_cls: 0.0012, s1.acc: 99.9147, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9257, s2.loss_bbox: 0.0125, loss: 0.0964
2022-03-21 05:35:58,388 - mmdet - INFO - Epoch [31][120/336]	lr: 1.938e-07, eta: 1:21:50, time: 0.897, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7934, s0.loss_bbox: 0.0585, s1.loss_cls: 0.0015, s1.acc: 99.8970, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0007, s2.acc: 99.9125, s2.loss_bbox: 0.0134, loss: 0.1072
2022-03-21 05:36:06,360 - mmdet - INFO - Epoch [31][130/336]	lr: 1.938e-07, eta: 1:21:42, time: 0.804, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8117, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9211, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0129, loss: 0.0995
2022-03-21 05:36:13,785 - mmdet - INFO - Epoch [31][140/336]	lr: 1.938e-07, eta: 1:21:33, time: 0.742, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7754, s0.loss_bbox: 0.0594, s1.loss_cls: 0.0012, s1.acc: 99.8983, s1.loss_bbox: 0.0279, s2.loss_cls: 0.0004, s2.acc: 99.9331, s2.loss_bbox: 0.0142, loss: 0.1093
2022-03-21 05:36:21,216 - mmdet - INFO - Epoch [31][150/336]	lr: 1.938e-07, eta: 1:21:24, time: 0.743, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7867, s0.loss_bbox: 0.0592, s1.loss_cls: 0.0011, s1.acc: 99.9113, s1.loss_bbox: 0.0273, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0141, loss: 0.1081
2022-03-21 05:36:28,502 - mmdet - INFO - Epoch [31][160/336]	lr: 1.938e-07, eta: 1:21:16, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8038, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9202, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0131, loss: 0.1011
2022-03-21 05:36:35,796 - mmdet - INFO - Epoch [31][170/336]	lr: 1.938e-07, eta: 1:21:07, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8102, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0011, s1.acc: 99.9095, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9400, s2.loss_bbox: 0.0135, loss: 0.1033
2022-03-21 05:36:43,116 - mmdet - INFO - Epoch [31][180/336]	lr: 1.938e-07, eta: 1:20:58, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0055, s0.acc: 99.7763, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0011, s1.acc: 99.9097, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0004, s2.acc: 99.9439, s2.loss_bbox: 0.0136, loss: 0.1058
2022-03-21 05:36:50,519 - mmdet - INFO - Epoch [31][190/336]	lr: 1.938e-07, eta: 1:20:49, time: 0.740, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0010, s1.acc: 99.9165, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9434, s2.loss_bbox: 0.0135, loss: 0.1032
2022-03-21 05:36:59,218 - mmdet - INFO - Epoch [31][200/336]	lr: 1.938e-07, eta: 1:20:41, time: 0.863, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7928, s0.loss_bbox: 0.0566, s1.loss_cls: 0.0011, s1.acc: 99.9098, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9300, s2.loss_bbox: 0.0135, loss: 0.1041
2022-03-21 05:37:08,217 - mmdet - INFO - Epoch [31][210/336]	lr: 1.938e-07, eta: 1:20:33, time: 0.907, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7961, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0011, s1.acc: 99.9083, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0138, loss: 0.1051
2022-03-21 05:37:16,094 - mmdet - INFO - Epoch [31][220/336]	lr: 1.938e-07, eta: 1:20:25, time: 0.787, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7794, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0011, s1.acc: 99.9033, s1.loss_bbox: 0.0271, s2.loss_cls: 0.0005, s2.acc: 99.9175, s2.loss_bbox: 0.0139, loss: 0.1064
2022-03-21 05:37:24,024 - mmdet - INFO - Epoch [31][230/336]	lr: 1.938e-07, eta: 1:20:16, time: 0.793, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0054, s0.acc: 99.7769, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0011, s1.acc: 99.9127, s1.loss_bbox: 0.0273, s2.loss_cls: 0.0004, s2.acc: 99.9315, s2.loss_bbox: 0.0139, loss: 0.1066
2022-03-21 05:37:31,482 - mmdet - INFO - Epoch [31][240/336]	lr: 1.938e-07, eta: 1:20:07, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8120, s0.loss_bbox: 0.0523, s1.loss_cls: 0.0010, s1.acc: 99.9166, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9398, s2.loss_bbox: 0.0128, loss: 0.0966
2022-03-21 05:37:38,925 - mmdet - INFO - Epoch [31][250/336]	lr: 1.938e-07, eta: 1:19:59, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7897, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0011, s1.acc: 99.9156, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9308, s2.loss_bbox: 0.0136, loss: 0.1051
2022-03-21 05:37:47,275 - mmdet - INFO - Epoch [31][260/336]	lr: 1.938e-07, eta: 1:19:50, time: 0.828, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7974, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0011, s1.acc: 99.9095, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9314, s2.loss_bbox: 0.0129, loss: 0.1012
2022-03-21 05:37:56,241 - mmdet - INFO - Epoch [31][270/336]	lr: 1.938e-07, eta: 1:19:43, time: 0.896, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7952, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9163, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9324, s2.loss_bbox: 0.0127, loss: 0.0993
2022-03-21 05:38:03,841 - mmdet - INFO - Epoch [31][280/336]	lr: 1.938e-07, eta: 1:19:34, time: 0.767, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8117, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0009, s1.acc: 99.9220, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0004, s2.acc: 99.9314, s2.loss_bbox: 0.0132, loss: 0.1015
2022-03-21 05:38:11,267 - mmdet - INFO - Epoch [31][290/336]	lr: 1.938e-07, eta: 1:19:25, time: 0.743, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7858, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0011, s1.acc: 99.9020, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9243, s2.loss_bbox: 0.0132, loss: 0.1025
2022-03-21 05:38:18,570 - mmdet - INFO - Epoch [31][300/336]	lr: 1.938e-07, eta: 1:19:16, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8007, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0011, s1.acc: 99.9064, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0004, s2.acc: 99.9452, s2.loss_bbox: 0.0132, loss: 0.1018
2022-03-21 05:38:25,854 - mmdet - INFO - Epoch [31][310/336]	lr: 1.938e-07, eta: 1:19:08, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7815, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0009, s1.acc: 99.9244, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0003, s2.acc: 99.9427, s2.loss_bbox: 0.0130, loss: 0.1038
2022-03-21 05:38:35,028 - mmdet - INFO - Epoch [31][320/336]	lr: 1.938e-07, eta: 1:19:00, time: 0.917, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7830, s0.loss_bbox: 0.0593, s1.loss_cls: 0.0012, s1.acc: 99.9046, s1.loss_bbox: 0.0275, s2.loss_cls: 0.0004, s2.acc: 99.9275, s2.loss_bbox: 0.0139, loss: 0.1083
2022-03-21 05:38:42,746 - mmdet - INFO - Epoch [31][330/336]	lr: 1.938e-07, eta: 1:18:51, time: 0.772, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8016, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0011, s1.acc: 99.9135, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9269, s2.loss_bbox: 0.0127, loss: 0.0994
2022-03-21 05:38:48,093 - mmdet - INFO - Saving checkpoint at 31 epochs
2022-03-21 05:39:25,186 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:39:25,342 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:39:25,342 - mmdet - INFO - Epoch(val) [31][336]	bbox_mAP: 0.4510, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4880, bbox_mAP_s: 0.4500, bbox_mAP_m: 0.4610, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.451 0.500 0.488 0.450 0.461 -1.000
2022-03-21 05:39:51,787 - mmdet - INFO - Epoch [32][10/336]	lr: 1.938e-07, eta: 1:18:45, time: 2.643, data_time: 1.855, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8114, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0010, s1.acc: 99.9184, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0129, loss: 0.0974
2022-03-21 05:39:59,853 - mmdet - INFO - Epoch [32][20/336]	lr: 1.938e-07, eta: 1:18:37, time: 0.800, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8026, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9400, s2.loss_bbox: 0.0126, loss: 0.0989
2022-03-21 05:40:07,322 - mmdet - INFO - Epoch [32][30/336]	lr: 1.938e-07, eta: 1:18:28, time: 0.751, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0061, s0.acc: 99.7702, s0.loss_bbox: 0.0590, s1.loss_cls: 0.0013, s1.acc: 99.8931, s1.loss_bbox: 0.0274, s2.loss_cls: 0.0004, s2.acc: 99.9323, s2.loss_bbox: 0.0137, loss: 0.1086
2022-03-21 05:40:14,806 - mmdet - INFO - Epoch [32][40/336]	lr: 1.938e-07, eta: 1:18:19, time: 0.750, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7778, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0011, s1.acc: 99.9082, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9290, s2.loss_bbox: 0.0134, loss: 0.1042
2022-03-21 05:40:22,080 - mmdet - INFO - Epoch [32][50/336]	lr: 1.938e-07, eta: 1:18:10, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7910, s0.loss_bbox: 0.0571, s1.loss_cls: 0.0011, s1.acc: 99.9021, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9268, s2.loss_bbox: 0.0132, loss: 0.1040
2022-03-21 05:40:29,356 - mmdet - INFO - Epoch [32][60/336]	lr: 1.938e-07, eta: 1:18:02, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8059, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0011, s1.acc: 99.9187, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9286, s2.loss_bbox: 0.0126, loss: 0.0998
2022-03-21 05:40:36,630 - mmdet - INFO - Epoch [32][70/336]	lr: 1.938e-07, eta: 1:17:53, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7855, s0.loss_bbox: 0.0586, s1.loss_cls: 0.0009, s1.acc: 99.9243, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9343, s2.loss_bbox: 0.0136, loss: 0.1060
2022-03-21 05:40:44,456 - mmdet - INFO - Epoch [32][80/336]	lr: 1.938e-07, eta: 1:17:44, time: 0.761, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7836, s0.loss_bbox: 0.0608, s1.loss_cls: 0.0010, s1.acc: 99.9100, s1.loss_bbox: 0.0283, s2.loss_cls: 0.0004, s2.acc: 99.9292, s2.loss_bbox: 0.0141, loss: 0.1108
2022-03-21 05:40:52,126 - mmdet - INFO - Epoch [32][90/336]	lr: 1.938e-07, eta: 1:17:36, time: 0.789, data_time: 0.031, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7995, s0.loss_bbox: 0.0558, s1.loss_cls: 0.0009, s1.acc: 99.9235, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9357, s2.loss_bbox: 0.0130, loss: 0.1014
2022-03-21 05:40:59,473 - mmdet - INFO - Epoch [32][100/336]	lr: 1.938e-07, eta: 1:17:27, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8044, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0011, s1.acc: 99.9174, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0003, s2.acc: 99.9437, s2.loss_bbox: 0.0129, loss: 0.1007
2022-03-21 05:41:06,944 - mmdet - INFO - Epoch [32][110/336]	lr: 1.938e-07, eta: 1:17:18, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8105, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9221, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9446, s2.loss_bbox: 0.0126, loss: 0.0981
2022-03-21 05:41:14,231 - mmdet - INFO - Epoch [32][120/336]	lr: 1.938e-07, eta: 1:17:09, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7849, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0011, s1.acc: 99.9022, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9287, s2.loss_bbox: 0.0130, loss: 0.1025
2022-03-21 05:41:21,531 - mmdet - INFO - Epoch [32][130/336]	lr: 1.938e-07, eta: 1:17:01, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7903, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0011, s1.acc: 99.9126, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9326, s2.loss_bbox: 0.0133, loss: 0.1036
2022-03-21 05:41:28,978 - mmdet - INFO - Epoch [32][140/336]	lr: 1.938e-07, eta: 1:16:52, time: 0.745, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7968, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0012, s1.acc: 99.9047, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9339, s2.loss_bbox: 0.0128, loss: 0.1014
2022-03-21 05:41:36,276 - mmdet - INFO - Epoch [32][150/336]	lr: 1.938e-07, eta: 1:16:43, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7717, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0011, s1.acc: 99.9078, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0004, s2.acc: 99.9350, s2.loss_bbox: 0.0131, loss: 0.1041
2022-03-21 05:41:43,561 - mmdet - INFO - Epoch [32][160/336]	lr: 1.938e-07, eta: 1:16:34, time: 0.730, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8019, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0009, s1.acc: 99.9260, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0003, s2.acc: 99.9449, s2.loss_bbox: 0.0129, loss: 0.1008
2022-03-21 05:41:51,010 - mmdet - INFO - Epoch [32][170/336]	lr: 1.938e-07, eta: 1:16:26, time: 0.746, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8007, s0.loss_bbox: 0.0571, s1.loss_cls: 0.0011, s1.acc: 99.9086, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0004, s2.acc: 99.9241, s2.loss_bbox: 0.0131, loss: 0.1037
2022-03-21 05:41:59,390 - mmdet - INFO - Epoch [32][180/336]	lr: 1.938e-07, eta: 1:16:17, time: 0.837, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0060, s0.acc: 99.7678, s0.loss_bbox: 0.0607, s1.loss_cls: 0.0013, s1.acc: 99.9038, s1.loss_bbox: 0.0283, s2.loss_cls: 0.0006, s2.acc: 99.9145, s2.loss_bbox: 0.0145, loss: 0.1119
2022-03-21 05:42:07,015 - mmdet - INFO - Epoch [32][190/336]	lr: 1.938e-07, eta: 1:16:09, time: 0.763, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7839, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0015, s1.acc: 99.8753, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0005, s2.acc: 99.9256, s2.loss_bbox: 0.0128, loss: 0.1001
2022-03-21 05:42:14,524 - mmdet - INFO - Epoch [32][200/336]	lr: 1.938e-07, eta: 1:16:00, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8080, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0011, s1.acc: 99.9046, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9378, s2.loss_bbox: 0.0130, loss: 0.1029
2022-03-21 05:42:21,842 - mmdet - INFO - Epoch [32][210/336]	lr: 1.938e-07, eta: 1:15:51, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8026, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0010, s1.acc: 99.9199, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0134, loss: 0.1042
2022-03-21 05:42:29,136 - mmdet - INFO - Epoch [32][220/336]	lr: 1.938e-07, eta: 1:15:42, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7922, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0011, s1.acc: 99.9080, s1.loss_bbox: 0.0269, s2.loss_cls: 0.0004, s2.acc: 99.9363, s2.loss_bbox: 0.0136, loss: 0.1053
2022-03-21 05:42:36,500 - mmdet - INFO - Epoch [32][230/336]	lr: 1.938e-07, eta: 1:15:34, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7833, s0.loss_bbox: 0.0583, s1.loss_cls: 0.0010, s1.acc: 99.9149, s1.loss_bbox: 0.0272, s2.loss_cls: 0.0003, s2.acc: 99.9427, s2.loss_bbox: 0.0135, loss: 0.1062
2022-03-21 05:42:44,767 - mmdet - INFO - Epoch [32][240/336]	lr: 1.938e-07, eta: 1:15:25, time: 0.827, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7913, s0.loss_bbox: 0.0590, s1.loss_cls: 0.0009, s1.acc: 99.9241, s1.loss_bbox: 0.0271, s2.loss_cls: 0.0004, s2.acc: 99.9458, s2.loss_bbox: 0.0135, loss: 0.1068
2022-03-21 05:42:52,081 - mmdet - INFO - Epoch [32][250/336]	lr: 1.938e-07, eta: 1:15:17, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8111, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0010, s1.acc: 99.9203, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9447, s2.loss_bbox: 0.0126, loss: 0.0975
2022-03-21 05:42:59,356 - mmdet - INFO - Epoch [32][260/336]	lr: 1.938e-07, eta: 1:15:08, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7827, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0010, s1.acc: 99.9116, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9455, s2.loss_bbox: 0.0135, loss: 0.1048
2022-03-21 05:43:06,650 - mmdet - INFO - Epoch [32][270/336]	lr: 1.938e-07, eta: 1:14:59, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7797, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0011, s1.acc: 99.9125, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0005, s2.acc: 99.9312, s2.loss_bbox: 0.0130, loss: 0.1017
2022-03-21 05:43:14,525 - mmdet - INFO - Epoch [32][280/336]	lr: 1.938e-07, eta: 1:14:51, time: 0.787, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7992, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0009, s1.acc: 99.9245, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9507, s2.loss_bbox: 0.0125, loss: 0.0983
2022-03-21 05:43:22,119 - mmdet - INFO - Epoch [32][290/336]	lr: 1.938e-07, eta: 1:14:42, time: 0.760, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7931, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0010, s1.acc: 99.9128, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0128, loss: 0.1020
2022-03-21 05:43:29,601 - mmdet - INFO - Epoch [32][300/336]	lr: 1.938e-07, eta: 1:14:33, time: 0.748, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7934, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0012, s1.acc: 99.9055, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9317, s2.loss_bbox: 0.0129, loss: 0.1023
2022-03-21 05:43:36,949 - mmdet - INFO - Epoch [32][310/336]	lr: 1.938e-07, eta: 1:14:25, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8029, s0.loss_bbox: 0.0584, s1.loss_cls: 0.0010, s1.acc: 99.9229, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0003, s2.acc: 99.9498, s2.loss_bbox: 0.0135, loss: 0.1054
2022-03-21 05:43:44,240 - mmdet - INFO - Epoch [32][320/336]	lr: 1.938e-07, eta: 1:14:16, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8065, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9147, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9317, s2.loss_bbox: 0.0126, loss: 0.0984
2022-03-21 05:43:52,214 - mmdet - INFO - Epoch [32][330/336]	lr: 1.938e-07, eta: 1:14:07, time: 0.791, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7900, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0011, s1.acc: 99.9095, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9201, s2.loss_bbox: 0.0127, loss: 0.1009
2022-03-21 05:43:58,706 - mmdet - INFO - Saving checkpoint at 32 epochs
2022-03-21 05:44:35,656 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:44:35,816 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:44:35,816 - mmdet - INFO - Epoch(val) [32][336]	bbox_mAP: 0.4540, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4520, bbox_mAP_m: 0.4670, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.454 0.500 0.493 0.452 0.467 -1.000
2022-03-21 05:45:02,472 - mmdet - INFO - Epoch [33][10/336]	lr: 1.938e-07, eta: 1:14:01, time: 2.657, data_time: 1.882, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8029, s0.loss_bbox: 0.0581, s1.loss_cls: 0.0010, s1.acc: 99.9202, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0005, s2.acc: 99.9302, s2.loss_bbox: 0.0130, loss: 0.1043
2022-03-21 05:45:11,456 - mmdet - INFO - Epoch [33][20/336]	lr: 1.938e-07, eta: 1:13:53, time: 0.898, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8019, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9165, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9470, s2.loss_bbox: 0.0126, loss: 0.0992
2022-03-21 05:45:20,136 - mmdet - INFO - Epoch [33][30/336]	lr: 1.938e-07, eta: 1:13:45, time: 0.867, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7708, s0.loss_bbox: 0.0571, s1.loss_cls: 0.0011, s1.acc: 99.9061, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0004, s2.acc: 99.9203, s2.loss_bbox: 0.0131, loss: 0.1042
2022-03-21 05:45:29,520 - mmdet - INFO - Epoch [33][40/336]	lr: 1.938e-07, eta: 1:13:37, time: 0.947, data_time: 0.020, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7946, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0010, s1.acc: 99.9166, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0004, s2.acc: 99.9355, s2.loss_bbox: 0.0134, loss: 0.1048
2022-03-21 05:45:38,382 - mmdet - INFO - Epoch [33][50/336]	lr: 1.938e-07, eta: 1:13:29, time: 0.879, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8077, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9132, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9425, s2.loss_bbox: 0.0128, loss: 0.0991
2022-03-21 05:45:47,530 - mmdet - INFO - Epoch [33][60/336]	lr: 1.938e-07, eta: 1:13:21, time: 0.915, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7952, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0010, s1.acc: 99.9247, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9467, s2.loss_bbox: 0.0127, loss: 0.1020
2022-03-21 05:45:55,471 - mmdet - INFO - Epoch [33][70/336]	lr: 1.938e-07, eta: 1:13:13, time: 0.801, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7940, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0003, s2.acc: 99.9406, s2.loss_bbox: 0.0131, loss: 0.1042
2022-03-21 05:46:02,922 - mmdet - INFO - Epoch [33][80/336]	lr: 1.938e-07, eta: 1:13:04, time: 0.745, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8007, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9163, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0003, s2.acc: 99.9470, s2.loss_bbox: 0.0128, loss: 0.1004
2022-03-21 05:46:10,209 - mmdet - INFO - Epoch [33][90/336]	lr: 1.938e-07, eta: 1:12:55, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7855, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0012, s1.acc: 99.9080, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0005, s2.acc: 99.9355, s2.loss_bbox: 0.0121, loss: 0.0983
2022-03-21 05:46:17,517 - mmdet - INFO - Epoch [33][100/336]	lr: 1.938e-07, eta: 1:12:47, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7906, s0.loss_bbox: 0.0590, s1.loss_cls: 0.0011, s1.acc: 99.9106, s1.loss_bbox: 0.0268, s2.loss_cls: 0.0004, s2.acc: 99.9426, s2.loss_bbox: 0.0134, loss: 0.1063
2022-03-21 05:46:24,821 - mmdet - INFO - Epoch [33][110/336]	lr: 1.938e-07, eta: 1:12:38, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0044, s0.acc: 99.8264, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0009, s1.acc: 99.9230, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9517, s2.loss_bbox: 0.0122, loss: 0.0954
2022-03-21 05:46:32,140 - mmdet - INFO - Epoch [33][120/336]	lr: 1.938e-07, eta: 1:12:29, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8065, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0009, s1.acc: 99.9271, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9448, s2.loss_bbox: 0.0126, loss: 0.0994
2022-03-21 05:46:39,618 - mmdet - INFO - Epoch [33][130/336]	lr: 1.938e-07, eta: 1:12:21, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7925, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9230, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0003, s2.acc: 99.9516, s2.loss_bbox: 0.0125, loss: 0.0993
2022-03-21 05:46:48,485 - mmdet - INFO - Epoch [33][140/336]	lr: 1.938e-07, eta: 1:12:13, time: 0.887, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7949, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0010, s1.acc: 99.9152, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9316, s2.loss_bbox: 0.0128, loss: 0.1017
2022-03-21 05:46:57,563 - mmdet - INFO - Epoch [33][150/336]	lr: 1.938e-07, eta: 1:12:05, time: 0.908, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7903, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9144, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9318, s2.loss_bbox: 0.0129, loss: 0.1008
2022-03-21 05:47:06,449 - mmdet - INFO - Epoch [33][160/336]	lr: 1.938e-07, eta: 1:11:57, time: 0.888, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7998, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0009, s1.acc: 99.9312, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9431, s2.loss_bbox: 0.0125, loss: 0.0997
2022-03-21 05:47:13,774 - mmdet - INFO - Epoch [33][170/336]	lr: 1.938e-07, eta: 1:11:48, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8001, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0010, s1.acc: 99.9160, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9413, s2.loss_bbox: 0.0130, loss: 0.1040
2022-03-21 05:47:21,603 - mmdet - INFO - Epoch [33][180/336]	lr: 1.938e-07, eta: 1:11:39, time: 0.783, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0054, s0.acc: 99.7861, s0.loss_bbox: 0.0618, s1.loss_cls: 0.0011, s1.acc: 99.9090, s1.loss_bbox: 0.0276, s2.loss_cls: 0.0004, s2.acc: 99.9261, s2.loss_bbox: 0.0139, loss: 0.1109
2022-03-21 05:47:28,966 - mmdet - INFO - Epoch [33][190/336]	lr: 1.938e-07, eta: 1:11:31, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7882, s0.loss_bbox: 0.0591, s1.loss_cls: 0.0010, s1.acc: 99.9199, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9489, s2.loss_bbox: 0.0132, loss: 0.1061
2022-03-21 05:47:36,271 - mmdet - INFO - Epoch [33][200/336]	lr: 1.938e-07, eta: 1:11:22, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7934, s0.loss_bbox: 0.0566, s1.loss_cls: 0.0010, s1.acc: 99.9212, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0003, s2.acc: 99.9465, s2.loss_bbox: 0.0128, loss: 0.1025
2022-03-21 05:47:43,766 - mmdet - INFO - Epoch [33][210/336]	lr: 1.938e-07, eta: 1:11:13, time: 0.743, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8279, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0009, s1.acc: 99.9224, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9450, s2.loss_bbox: 0.0124, loss: 0.0983
2022-03-21 05:47:52,536 - mmdet - INFO - Epoch [33][220/336]	lr: 1.938e-07, eta: 1:11:05, time: 0.884, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7842, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0011, s1.acc: 99.9143, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9266, s2.loss_bbox: 0.0127, loss: 0.1020
2022-03-21 05:47:59,986 - mmdet - INFO - Epoch [33][230/336]	lr: 1.938e-07, eta: 1:10:57, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7971, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0009, s1.acc: 99.9238, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9439, s2.loss_bbox: 0.0126, loss: 0.0994
2022-03-21 05:48:07,952 - mmdet - INFO - Epoch [33][240/336]	lr: 1.938e-07, eta: 1:10:48, time: 0.797, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7833, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0010, s1.acc: 99.9192, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9275, s2.loss_bbox: 0.0129, loss: 0.1014
2022-03-21 05:48:15,519 - mmdet - INFO - Epoch [33][250/336]	lr: 1.938e-07, eta: 1:10:40, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8004, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9125, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9316, s2.loss_bbox: 0.0126, loss: 0.0989
2022-03-21 05:48:24,684 - mmdet - INFO - Epoch [33][260/336]	lr: 1.938e-07, eta: 1:10:32, time: 0.917, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8123, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0010, s1.acc: 99.9175, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9386, s2.loss_bbox: 0.0124, loss: 0.0978
2022-03-21 05:48:33,674 - mmdet - INFO - Epoch [33][270/336]	lr: 1.938e-07, eta: 1:10:24, time: 0.899, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7913, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0011, s1.acc: 99.9212, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0005, s2.acc: 99.9337, s2.loss_bbox: 0.0128, loss: 0.1010
2022-03-21 05:48:41,393 - mmdet - INFO - Epoch [33][280/336]	lr: 1.938e-07, eta: 1:10:15, time: 0.778, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8026, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0009, s1.acc: 99.9227, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9428, s2.loss_bbox: 0.0121, loss: 0.0961
2022-03-21 05:48:48,785 - mmdet - INFO - Epoch [33][290/336]	lr: 1.938e-07, eta: 1:10:07, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7916, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0010, s1.acc: 99.9235, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9349, s2.loss_bbox: 0.0124, loss: 0.0993
2022-03-21 05:48:56,098 - mmdet - INFO - Epoch [33][300/336]	lr: 1.938e-07, eta: 1:09:58, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0051, s0.acc: 99.8032, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0011, s1.acc: 99.9165, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0004, s2.acc: 99.9333, s2.loss_bbox: 0.0132, loss: 0.1035
2022-03-21 05:49:03,394 - mmdet - INFO - Epoch [33][310/336]	lr: 1.938e-07, eta: 1:09:49, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8172, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0010, s1.acc: 99.9115, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0003, s2.acc: 99.9531, s2.loss_bbox: 0.0126, loss: 0.0999
2022-03-21 05:49:10,731 - mmdet - INFO - Epoch [33][320/336]	lr: 1.938e-07, eta: 1:09:41, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7855, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0010, s1.acc: 99.9174, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9449, s2.loss_bbox: 0.0132, loss: 0.1046
2022-03-21 05:49:18,648 - mmdet - INFO - Epoch [33][330/336]	lr: 1.938e-07, eta: 1:09:32, time: 0.792, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8059, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0010, s1.acc: 99.9202, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0123, loss: 0.0964
2022-03-21 05:49:24,388 - mmdet - INFO - Saving checkpoint at 33 epochs
2022-03-21 05:50:01,123 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:50:01,284 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:50:01,285 - mmdet - INFO - Epoch(val) [33][336]	bbox_mAP: 0.4550, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4880, bbox_mAP_s: 0.4550, bbox_mAP_m: 0.4660, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.455 0.500 0.488 0.455 0.466 -1.000
2022-03-21 05:50:30,154 - mmdet - INFO - Epoch [34][10/336]	lr: 1.938e-07, eta: 1:09:26, time: 2.879, data_time: 1.836, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7971, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9346, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9444, s2.loss_bbox: 0.0122, loss: 0.0964
2022-03-21 05:50:39,337 - mmdet - INFO - Epoch [34][20/336]	lr: 1.938e-07, eta: 1:09:18, time: 0.918, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8178, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0009, s1.acc: 99.9226, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9500, s2.loss_bbox: 0.0126, loss: 0.0995
2022-03-21 05:50:47,285 - mmdet - INFO - Epoch [34][30/336]	lr: 1.938e-07, eta: 1:09:10, time: 0.801, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7974, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9247, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9399, s2.loss_bbox: 0.0125, loss: 0.0994
2022-03-21 05:50:54,650 - mmdet - INFO - Epoch [34][40/336]	lr: 1.938e-07, eta: 1:09:01, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7992, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0011, s1.acc: 99.9205, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0005, s2.acc: 99.9313, s2.loss_bbox: 0.0123, loss: 0.0985
2022-03-21 05:51:01,983 - mmdet - INFO - Epoch [34][50/336]	lr: 1.938e-07, eta: 1:08:52, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7931, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0010, s1.acc: 99.9150, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9385, s2.loss_bbox: 0.0131, loss: 0.1021
2022-03-21 05:51:09,274 - mmdet - INFO - Epoch [34][60/336]	lr: 1.938e-07, eta: 1:08:44, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8102, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0011, s1.acc: 99.9129, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9326, s2.loss_bbox: 0.0120, loss: 0.0961
2022-03-21 05:51:16,617 - mmdet - INFO - Epoch [34][70/336]	lr: 1.938e-07, eta: 1:08:35, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7931, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0009, s1.acc: 99.9272, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0003, s2.acc: 99.9519, s2.loss_bbox: 0.0126, loss: 0.1023
2022-03-21 05:51:23,952 - mmdet - INFO - Epoch [34][80/336]	lr: 1.938e-07, eta: 1:08:26, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7952, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9192, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9454, s2.loss_bbox: 0.0124, loss: 0.0990
2022-03-21 05:51:31,813 - mmdet - INFO - Epoch [34][90/336]	lr: 1.938e-07, eta: 1:08:18, time: 0.786, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7852, s0.loss_bbox: 0.0588, s1.loss_cls: 0.0011, s1.acc: 99.9125, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0005, s2.acc: 99.9121, s2.loss_bbox: 0.0133, loss: 0.1065
2022-03-21 05:51:39,729 - mmdet - INFO - Epoch [34][100/336]	lr: 1.938e-07, eta: 1:08:09, time: 0.792, data_time: 0.013, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8007, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0009, s1.acc: 99.9269, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0003, s2.acc: 99.9461, s2.loss_bbox: 0.0127, loss: 0.1007
2022-03-21 05:51:47,246 - mmdet - INFO - Epoch [34][110/336]	lr: 1.938e-07, eta: 1:08:01, time: 0.733, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7961, s0.loss_bbox: 0.0603, s1.loss_cls: 0.0012, s1.acc: 99.8933, s1.loss_bbox: 0.0270, s2.loss_cls: 0.0004, s2.acc: 99.9260, s2.loss_bbox: 0.0134, loss: 0.1083
2022-03-21 05:51:54,575 - mmdet - INFO - Epoch [34][120/336]	lr: 1.938e-07, eta: 1:07:52, time: 0.752, data_time: 0.030, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8059, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0011, s1.acc: 99.9054, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9316, s2.loss_bbox: 0.0125, loss: 0.1000
2022-03-21 05:52:02,452 - mmdet - INFO - Epoch [34][130/336]	lr: 1.938e-07, eta: 1:07:43, time: 0.783, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7971, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0012, s1.acc: 99.9059, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9174, s2.loss_bbox: 0.0120, loss: 0.0967
2022-03-21 05:52:09,937 - mmdet - INFO - Epoch [34][140/336]	lr: 1.938e-07, eta: 1:07:35, time: 0.754, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7876, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9232, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0006, s2.acc: 99.9243, s2.loss_bbox: 0.0125, loss: 0.0999
2022-03-21 05:52:17,288 - mmdet - INFO - Epoch [34][150/336]	lr: 1.938e-07, eta: 1:07:26, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7992, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9120, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0005, s2.acc: 99.9153, s2.loss_bbox: 0.0123, loss: 0.0987
2022-03-21 05:52:25,224 - mmdet - INFO - Epoch [34][160/336]	lr: 1.938e-07, eta: 1:07:18, time: 0.794, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8044, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0009, s1.acc: 99.9245, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9468, s2.loss_bbox: 0.0122, loss: 0.0985
2022-03-21 05:52:33,674 - mmdet - INFO - Epoch [34][170/336]	lr: 1.938e-07, eta: 1:07:10, time: 0.838, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7885, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0010, s1.acc: 99.9177, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9429, s2.loss_bbox: 0.0133, loss: 0.1046
2022-03-21 05:52:42,679 - mmdet - INFO - Epoch [34][180/336]	lr: 1.938e-07, eta: 1:07:02, time: 0.900, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7879, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0011, s1.acc: 99.9169, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0005, s2.acc: 99.9242, s2.loss_bbox: 0.0125, loss: 0.1000
2022-03-21 05:52:51,775 - mmdet - INFO - Epoch [34][190/336]	lr: 1.938e-07, eta: 1:06:54, time: 0.909, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7931, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0010, s1.acc: 99.9189, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9395, s2.loss_bbox: 0.0120, loss: 0.0962
2022-03-21 05:53:01,056 - mmdet - INFO - Epoch [34][200/336]	lr: 1.938e-07, eta: 1:06:46, time: 0.935, data_time: 0.018, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7885, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0010, s1.acc: 99.9135, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9247, s2.loss_bbox: 0.0129, loss: 0.1030
2022-03-21 05:53:09,497 - mmdet - INFO - Epoch [34][210/336]	lr: 1.938e-07, eta: 1:06:38, time: 0.841, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8004, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0011, s1.acc: 99.9095, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9391, s2.loss_bbox: 0.0129, loss: 0.1025
2022-03-21 05:53:16,832 - mmdet - INFO - Epoch [34][220/336]	lr: 1.938e-07, eta: 1:06:29, time: 0.737, data_time: 0.014, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8044, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0013, s1.acc: 99.9123, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9452, s2.loss_bbox: 0.0123, loss: 0.0994
2022-03-21 05:53:24,322 - mmdet - INFO - Epoch [34][230/336]	lr: 1.938e-07, eta: 1:06:20, time: 0.749, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7870, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0011, s1.acc: 99.9154, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0127, loss: 0.1000
2022-03-21 05:53:31,676 - mmdet - INFO - Epoch [34][240/336]	lr: 1.938e-07, eta: 1:06:12, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8126, s0.loss_bbox: 0.0558, s1.loss_cls: 0.0011, s1.acc: 99.9131, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9376, s2.loss_bbox: 0.0130, loss: 0.1015
2022-03-21 05:53:39,048 - mmdet - INFO - Epoch [34][250/336]	lr: 1.938e-07, eta: 1:06:03, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0052, s0.acc: 99.7949, s0.loss_bbox: 0.0578, s1.loss_cls: 0.0010, s1.acc: 99.9257, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9461, s2.loss_bbox: 0.0133, loss: 0.1045
2022-03-21 05:53:46,460 - mmdet - INFO - Epoch [34][260/336]	lr: 1.938e-07, eta: 1:05:54, time: 0.741, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8044, s0.loss_bbox: 0.0525, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9462, s2.loss_bbox: 0.0121, loss: 0.0957
2022-03-21 05:53:53,882 - mmdet - INFO - Epoch [34][270/336]	lr: 1.938e-07, eta: 1:05:46, time: 0.742, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7852, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9153, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0004, s2.acc: 99.9412, s2.loss_bbox: 0.0129, loss: 0.1015
2022-03-21 05:54:01,225 - mmdet - INFO - Epoch [34][280/336]	lr: 1.938e-07, eta: 1:05:37, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7989, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0011, s1.acc: 99.9126, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9339, s2.loss_bbox: 0.0132, loss: 0.1028
2022-03-21 05:54:09,310 - mmdet - INFO - Epoch [34][290/336]	lr: 1.938e-07, eta: 1:05:29, time: 0.808, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8010, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0011, s1.acc: 99.9113, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9405, s2.loss_bbox: 0.0126, loss: 0.1015
2022-03-21 05:54:17,010 - mmdet - INFO - Epoch [34][300/336]	lr: 1.938e-07, eta: 1:05:20, time: 0.770, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7943, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9208, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9404, s2.loss_bbox: 0.0123, loss: 0.0975
2022-03-21 05:54:25,003 - mmdet - INFO - Epoch [34][310/336]	lr: 1.938e-07, eta: 1:05:12, time: 0.800, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7818, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0010, s1.acc: 99.9156, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9440, s2.loss_bbox: 0.0126, loss: 0.1002
2022-03-21 05:54:32,349 - mmdet - INFO - Epoch [34][320/336]	lr: 1.938e-07, eta: 1:05:03, time: 0.735, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8062, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0009, s1.acc: 99.9269, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9415, s2.loss_bbox: 0.0127, loss: 0.0995
2022-03-21 05:54:39,843 - mmdet - INFO - Epoch [34][330/336]	lr: 1.938e-07, eta: 1:04:55, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8087, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0009, s1.acc: 99.9233, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0003, s2.acc: 99.9502, s2.loss_bbox: 0.0125, loss: 0.0981
2022-03-21 05:54:45,927 - mmdet - INFO - Saving checkpoint at 34 epochs
2022-03-21 05:55:23,498 - mmdet - INFO - Evaluating bbox...
2022-03-21 05:55:23,655 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 05:55:23,656 - mmdet - INFO - Epoch(val) [34][336]	bbox_mAP: 0.4600, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4590, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.460 0.500 0.493 0.459 0.470 -1.000
2022-03-21 05:55:51,200 - mmdet - INFO - Epoch [35][10/336]	lr: 1.938e-08, eta: 1:04:47, time: 2.747, data_time: 1.850, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7900, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9083, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9401, s2.loss_bbox: 0.0124, loss: 0.0990
2022-03-21 05:56:00,215 - mmdet - INFO - Epoch [35][20/336]	lr: 1.938e-08, eta: 1:04:39, time: 0.901, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8093, s0.loss_bbox: 0.0516, s1.loss_cls: 0.0009, s1.acc: 99.9245, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9413, s2.loss_bbox: 0.0116, loss: 0.0935
2022-03-21 05:56:07,913 - mmdet - INFO - Epoch [35][30/336]	lr: 1.938e-08, eta: 1:04:31, time: 0.776, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8001, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0011, s1.acc: 99.9153, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9462, s2.loss_bbox: 0.0124, loss: 0.0993
2022-03-21 05:56:15,426 - mmdet - INFO - Epoch [35][40/336]	lr: 1.938e-08, eta: 1:04:22, time: 0.751, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8099, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0010, s1.acc: 99.9144, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9461, s2.loss_bbox: 0.0122, loss: 0.0952
2022-03-21 05:56:23,279 - mmdet - INFO - Epoch [35][50/336]	lr: 1.938e-08, eta: 1:04:14, time: 0.785, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8016, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0010, s1.acc: 99.9189, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9423, s2.loss_bbox: 0.0120, loss: 0.0974
2022-03-21 05:56:30,968 - mmdet - INFO - Epoch [35][60/336]	lr: 1.938e-08, eta: 1:04:05, time: 0.769, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7870, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0012, s1.acc: 99.9085, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0125, loss: 0.1000
2022-03-21 05:56:38,513 - mmdet - INFO - Epoch [35][70/336]	lr: 1.938e-08, eta: 1:03:57, time: 0.754, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.8080, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0012, s1.acc: 99.9010, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0005, s2.acc: 99.9154, s2.loss_bbox: 0.0119, loss: 0.0965
2022-03-21 05:56:46,008 - mmdet - INFO - Epoch [35][80/336]	lr: 1.938e-08, eta: 1:03:48, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8117, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0010, s1.acc: 99.9192, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0004, s2.acc: 99.9452, s2.loss_bbox: 0.0120, loss: 0.0958
2022-03-21 05:56:53,333 - mmdet - INFO - Epoch [35][90/336]	lr: 1.938e-08, eta: 1:03:39, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8096, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0010, s1.acc: 99.9135, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9294, s2.loss_bbox: 0.0120, loss: 0.0952
2022-03-21 05:57:00,842 - mmdet - INFO - Epoch [35][100/336]	lr: 1.938e-08, eta: 1:03:31, time: 0.751, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7833, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0010, s1.acc: 99.9213, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0003, s2.acc: 99.9537, s2.loss_bbox: 0.0126, loss: 0.1019
2022-03-21 05:57:08,238 - mmdet - INFO - Epoch [35][110/336]	lr: 1.938e-08, eta: 1:03:22, time: 0.739, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7849, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0010, s1.acc: 99.9220, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9342, s2.loss_bbox: 0.0122, loss: 0.0995
2022-03-21 05:57:15,551 - mmdet - INFO - Epoch [35][120/336]	lr: 1.938e-08, eta: 1:03:13, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8178, s0.loss_bbox: 0.0513, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0231, s2.loss_cls: 0.0003, s2.acc: 99.9605, s2.loss_bbox: 0.0115, loss: 0.0919
2022-03-21 05:57:22,895 - mmdet - INFO - Epoch [35][130/336]	lr: 1.938e-08, eta: 1:03:05, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7894, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0010, s1.acc: 99.9143, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9340, s2.loss_bbox: 0.0132, loss: 0.1043
2022-03-21 05:57:30,459 - mmdet - INFO - Epoch [35][140/336]	lr: 1.938e-08, eta: 1:02:56, time: 0.757, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8071, s0.loss_bbox: 0.0518, s1.loss_cls: 0.0009, s1.acc: 99.9303, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0004, s2.acc: 99.9424, s2.loss_bbox: 0.0117, loss: 0.0934
2022-03-21 05:57:38,298 - mmdet - INFO - Epoch [35][150/336]	lr: 1.938e-08, eta: 1:02:48, time: 0.784, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7910, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0011, s1.acc: 99.9122, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9286, s2.loss_bbox: 0.0123, loss: 0.0984
2022-03-21 05:57:45,946 - mmdet - INFO - Epoch [35][160/336]	lr: 1.938e-08, eta: 1:02:39, time: 0.765, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8126, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0009, s1.acc: 99.9278, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9464, s2.loss_bbox: 0.0126, loss: 0.0987
2022-03-21 05:57:53,432 - mmdet - INFO - Epoch [35][170/336]	lr: 1.938e-08, eta: 1:02:31, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8221, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0010, s1.acc: 99.9163, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9447, s2.loss_bbox: 0.0120, loss: 0.0935
2022-03-21 05:58:01,937 - mmdet - INFO - Epoch [35][180/336]	lr: 1.938e-08, eta: 1:02:22, time: 0.851, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8044, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0010, s1.acc: 99.9220, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9439, s2.loss_bbox: 0.0123, loss: 0.0968
2022-03-21 05:58:09,314 - mmdet - INFO - Epoch [35][190/336]	lr: 1.938e-08, eta: 1:02:14, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8022, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0011, s1.acc: 99.9153, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9311, s2.loss_bbox: 0.0118, loss: 0.0956
2022-03-21 05:58:16,692 - mmdet - INFO - Epoch [35][200/336]	lr: 1.938e-08, eta: 1:02:05, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7977, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9085, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9437, s2.loss_bbox: 0.0125, loss: 0.0992
2022-03-21 05:58:24,028 - mmdet - INFO - Epoch [35][210/336]	lr: 1.938e-08, eta: 1:01:57, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8053, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0003, s2.acc: 99.9467, s2.loss_bbox: 0.0128, loss: 0.1014
2022-03-21 05:58:31,373 - mmdet - INFO - Epoch [35][220/336]	lr: 1.938e-08, eta: 1:01:48, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8138, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0009, s1.acc: 99.9214, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9471, s2.loss_bbox: 0.0124, loss: 0.0986
2022-03-21 05:58:38,856 - mmdet - INFO - Epoch [35][230/336]	lr: 1.938e-08, eta: 1:01:39, time: 0.748, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8096, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0009, s1.acc: 99.9233, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9480, s2.loss_bbox: 0.0125, loss: 0.0977
2022-03-21 05:58:46,538 - mmdet - INFO - Epoch [35][240/336]	lr: 1.938e-08, eta: 1:01:31, time: 0.768, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8145, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0010, s1.acc: 99.9165, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9375, s2.loss_bbox: 0.0128, loss: 0.1016
2022-03-21 05:58:54,354 - mmdet - INFO - Epoch [35][250/336]	lr: 1.938e-08, eta: 1:01:22, time: 0.782, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7971, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0011, s1.acc: 99.9087, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9318, s2.loss_bbox: 0.0121, loss: 0.0968
2022-03-21 05:59:01,848 - mmdet - INFO - Epoch [35][260/336]	lr: 1.938e-08, eta: 1:01:14, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7977, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0010, s1.acc: 99.9163, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9348, s2.loss_bbox: 0.0123, loss: 0.0975
2022-03-21 05:59:09,390 - mmdet - INFO - Epoch [35][270/336]	lr: 1.938e-08, eta: 1:01:05, time: 0.754, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7903, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0011, s1.acc: 99.9011, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0005, s2.acc: 99.9291, s2.loss_bbox: 0.0129, loss: 0.1023
2022-03-21 05:59:16,948 - mmdet - INFO - Epoch [35][280/336]	lr: 1.938e-08, eta: 1:00:57, time: 0.756, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7903, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0011, s1.acc: 99.9091, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9337, s2.loss_bbox: 0.0129, loss: 0.1022
2022-03-21 05:59:24,273 - mmdet - INFO - Epoch [35][290/336]	lr: 1.938e-08, eta: 1:00:48, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8108, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0009, s1.acc: 99.9217, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9492, s2.loss_bbox: 0.0116, loss: 0.0947
2022-03-21 05:59:31,603 - mmdet - INFO - Epoch [35][300/336]	lr: 1.938e-08, eta: 1:00:40, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8016, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0010, s1.acc: 99.9238, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9366, s2.loss_bbox: 0.0125, loss: 0.0992
2022-03-21 05:59:38,957 - mmdet - INFO - Epoch [35][310/336]	lr: 1.938e-08, eta: 1:00:31, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7830, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0010, s1.acc: 99.9238, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0003, s2.acc: 99.9473, s2.loss_bbox: 0.0128, loss: 0.1019
2022-03-21 05:59:46,448 - mmdet - INFO - Epoch [35][320/336]	lr: 1.938e-08, eta: 1:00:22, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8080, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0010, s1.acc: 99.9147, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9253, s2.loss_bbox: 0.0119, loss: 0.0959
2022-03-21 05:59:53,831 - mmdet - INFO - Epoch [35][330/336]	lr: 1.938e-08, eta: 1:00:14, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7903, s0.loss_bbox: 0.0595, s1.loss_cls: 0.0010, s1.acc: 99.9116, s1.loss_bbox: 0.0271, s2.loss_cls: 0.0003, s2.acc: 99.9446, s2.loss_bbox: 0.0133, loss: 0.1074
2022-03-21 05:59:59,415 - mmdet - INFO - Saving checkpoint at 35 epochs
2022-03-21 06:00:36,576 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:00:36,733 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:00:36,734 - mmdet - INFO - Epoch(val) [35][336]	bbox_mAP: 0.4590, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4580, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.459 0.500 0.493 0.458 0.470 -1.000
2022-03-21 06:01:03,559 - mmdet - INFO - Epoch [36][10/336]	lr: 1.938e-08, eta: 1:00:06, time: 2.681, data_time: 1.853, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7934, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0011, s1.acc: 99.9039, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9304, s2.loss_bbox: 0.0123, loss: 0.0984
2022-03-21 06:01:12,092 - mmdet - INFO - Epoch [36][20/336]	lr: 1.938e-08, eta: 0:59:57, time: 0.847, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8154, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0010, s1.acc: 99.9178, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9358, s2.loss_bbox: 0.0120, loss: 0.0958
2022-03-21 06:01:20,270 - mmdet - INFO - Epoch [36][30/336]	lr: 1.938e-08, eta: 0:59:49, time: 0.824, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8044, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9110, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9342, s2.loss_bbox: 0.0122, loss: 0.0974
2022-03-21 06:01:27,578 - mmdet - INFO - Epoch [36][40/336]	lr: 1.938e-08, eta: 0:59:41, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7980, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9107, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9348, s2.loss_bbox: 0.0123, loss: 0.0987
2022-03-21 06:01:34,946 - mmdet - INFO - Epoch [36][50/336]	lr: 1.938e-08, eta: 0:59:32, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8172, s0.loss_bbox: 0.0519, s1.loss_cls: 0.0011, s1.acc: 99.9013, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9367, s2.loss_bbox: 0.0119, loss: 0.0943
2022-03-21 06:01:42,312 - mmdet - INFO - Epoch [36][60/336]	lr: 1.938e-08, eta: 0:59:23, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0011, s1.acc: 99.9015, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0121, loss: 0.0954
2022-03-21 06:01:49,627 - mmdet - INFO - Epoch [36][70/336]	lr: 1.938e-08, eta: 0:59:15, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8126, s0.loss_bbox: 0.0509, s1.loss_cls: 0.0009, s1.acc: 99.9217, s1.loss_bbox: 0.0230, s2.loss_cls: 0.0004, s2.acc: 99.9382, s2.loss_bbox: 0.0113, loss: 0.0919
2022-03-21 06:01:58,231 - mmdet - INFO - Epoch [36][80/336]	lr: 1.938e-08, eta: 0:59:07, time: 0.861, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0047, s0.acc: 99.8105, s0.loss_bbox: 0.0514, s1.loss_cls: 0.0010, s1.acc: 99.9126, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0003, s2.acc: 99.9428, s2.loss_bbox: 0.0116, loss: 0.0928
2022-03-21 06:02:07,289 - mmdet - INFO - Epoch [36][90/336]	lr: 1.938e-08, eta: 0:58:59, time: 0.906, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7726, s0.loss_bbox: 0.0569, s1.loss_cls: 0.0010, s1.acc: 99.9138, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9437, s2.loss_bbox: 0.0128, loss: 0.1029
2022-03-21 06:02:16,531 - mmdet - INFO - Epoch [36][100/336]	lr: 1.938e-08, eta: 0:58:51, time: 0.924, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7839, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0012, s1.acc: 99.9026, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9401, s2.loss_bbox: 0.0127, loss: 0.1024
2022-03-21 06:02:25,964 - mmdet - INFO - Epoch [36][110/336]	lr: 1.938e-08, eta: 0:58:43, time: 0.943, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7910, s0.loss_bbox: 0.0570, s1.loss_cls: 0.0010, s1.acc: 99.9149, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0132, loss: 0.1035
2022-03-21 06:02:33,696 - mmdet - INFO - Epoch [36][120/336]	lr: 1.938e-08, eta: 0:58:34, time: 0.772, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8181, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0009, s1.acc: 99.9208, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9485, s2.loss_bbox: 0.0121, loss: 0.0965
2022-03-21 06:02:41,976 - mmdet - INFO - Epoch [36][130/336]	lr: 1.938e-08, eta: 0:58:26, time: 0.821, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8047, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0009, s1.acc: 99.9281, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0003, s2.acc: 99.9442, s2.loss_bbox: 0.0121, loss: 0.0972
2022-03-21 06:02:50,879 - mmdet - INFO - Epoch [36][140/336]	lr: 1.938e-08, eta: 0:58:18, time: 0.891, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7998, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9239, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9391, s2.loss_bbox: 0.0121, loss: 0.0977
2022-03-21 06:02:59,853 - mmdet - INFO - Epoch [36][150/336]	lr: 1.938e-08, eta: 0:58:10, time: 0.904, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7968, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9354, s2.loss_bbox: 0.0122, loss: 0.0988
2022-03-21 06:03:07,139 - mmdet - INFO - Epoch [36][160/336]	lr: 1.938e-08, eta: 0:58:01, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8120, s0.loss_bbox: 0.0502, s1.loss_cls: 0.0009, s1.acc: 99.9245, s1.loss_bbox: 0.0230, s2.loss_cls: 0.0004, s2.acc: 99.9483, s2.loss_bbox: 0.0113, loss: 0.0910
2022-03-21 06:03:16,273 - mmdet - INFO - Epoch [36][170/336]	lr: 1.938e-08, eta: 0:57:53, time: 0.907, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8093, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0010, s1.acc: 99.9116, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9387, s2.loss_bbox: 0.0118, loss: 0.0951
2022-03-21 06:03:24,351 - mmdet - INFO - Epoch [36][180/336]	lr: 1.938e-08, eta: 0:57:45, time: 0.815, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7900, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0010, s1.acc: 99.9202, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0003, s2.acc: 99.9455, s2.loss_bbox: 0.0126, loss: 0.0999
2022-03-21 06:03:33,182 - mmdet - INFO - Epoch [36][190/336]	lr: 1.938e-08, eta: 0:57:37, time: 0.876, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7964, s0.loss_bbox: 0.0562, s1.loss_cls: 0.0011, s1.acc: 99.9157, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9233, s2.loss_bbox: 0.0130, loss: 0.1024
2022-03-21 06:03:42,523 - mmdet - INFO - Epoch [36][200/336]	lr: 1.938e-08, eta: 0:57:29, time: 0.934, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8047, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9178, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9376, s2.loss_bbox: 0.0125, loss: 0.0979
2022-03-21 06:03:51,690 - mmdet - INFO - Epoch [36][210/336]	lr: 1.938e-08, eta: 0:57:21, time: 0.917, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8120, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0011, s1.acc: 99.9107, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9406, s2.loss_bbox: 0.0123, loss: 0.0965
2022-03-21 06:04:00,894 - mmdet - INFO - Epoch [36][220/336]	lr: 1.938e-08, eta: 0:57:13, time: 0.904, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7803, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0012, s1.acc: 99.9060, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0004, s2.acc: 99.9359, s2.loss_bbox: 0.0129, loss: 0.1047
2022-03-21 06:04:09,912 - mmdet - INFO - Epoch [36][230/336]	lr: 1.938e-08, eta: 0:57:05, time: 0.919, data_time: 0.033, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8010, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9165, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9468, s2.loss_bbox: 0.0123, loss: 0.0971
2022-03-21 06:04:17,291 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:04:17,293 - mmdet - INFO - Epoch [36][240/336]	lr: 1.938e-08, eta: 0:56:56, time: 0.745, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8190, s0.loss_bbox: 0.0520, s1.loss_cls: 0.0010, s1.acc: 99.9157, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9376, s2.loss_bbox: 0.0120, loss: 0.0943
2022-03-21 06:04:24,940 - mmdet - INFO - Epoch [36][250/336]	lr: 1.938e-08, eta: 0:56:48, time: 0.766, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8108, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0009, s1.acc: 99.9180, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9288, s2.loss_bbox: 0.0118, loss: 0.0965
2022-03-21 06:04:33,918 - mmdet - INFO - Epoch [36][260/336]	lr: 1.938e-08, eta: 0:56:40, time: 0.898, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8154, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0009, s1.acc: 99.9211, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9471, s2.loss_bbox: 0.0119, loss: 0.0961
2022-03-21 06:04:42,671 - mmdet - INFO - Epoch [36][270/336]	lr: 1.938e-08, eta: 0:56:32, time: 0.875, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8001, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0011, s1.acc: 99.9076, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9422, s2.loss_bbox: 0.0125, loss: 0.0996
2022-03-21 06:04:51,695 - mmdet - INFO - Epoch [36][280/336]	lr: 1.938e-08, eta: 0:56:24, time: 0.895, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8132, s0.loss_bbox: 0.0516, s1.loss_cls: 0.0008, s1.acc: 99.9321, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9541, s2.loss_bbox: 0.0115, loss: 0.0929
2022-03-21 06:05:00,932 - mmdet - INFO - Epoch [36][290/336]	lr: 1.938e-08, eta: 0:56:16, time: 0.916, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7919, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0014, s1.acc: 99.8805, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9361, s2.loss_bbox: 0.0126, loss: 0.1002
2022-03-21 06:05:10,031 - mmdet - INFO - Epoch [36][300/336]	lr: 1.938e-08, eta: 0:56:08, time: 0.925, data_time: 0.025, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7983, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0011, s1.acc: 99.9187, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0003, s2.acc: 99.9397, s2.loss_bbox: 0.0124, loss: 0.0990
2022-03-21 06:05:18,766 - mmdet - INFO - Epoch [36][310/336]	lr: 1.938e-08, eta: 0:56:00, time: 0.873, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7983, s0.loss_bbox: 0.0566, s1.loss_cls: 0.0010, s1.acc: 99.9232, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9446, s2.loss_bbox: 0.0125, loss: 0.1012
2022-03-21 06:05:27,434 - mmdet - INFO - Epoch [36][320/336]	lr: 1.938e-08, eta: 0:55:52, time: 0.867, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7861, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0014, s1.acc: 99.8903, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0005, s2.acc: 99.9276, s2.loss_bbox: 0.0128, loss: 0.1028
2022-03-21 06:05:35,176 - mmdet - INFO - Epoch [36][330/336]	lr: 1.938e-08, eta: 0:55:43, time: 0.773, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8047, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0010, s1.acc: 99.9237, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9447, s2.loss_bbox: 0.0123, loss: 0.0998
2022-03-21 06:05:40,664 - mmdet - INFO - Saving checkpoint at 36 epochs
2022-03-21 06:06:18,484 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:06:18,641 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:06:18,641 - mmdet - INFO - Epoch(val) [36][336]	bbox_mAP: 0.4600, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4600, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.460 0.500 0.493 0.460 0.470 -1.000
2022-03-21 06:06:45,449 - mmdet - INFO - Epoch [37][10/336]	lr: 1.938e-08, eta: 0:55:34, time: 2.680, data_time: 1.855, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8068, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9097, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9517, s2.loss_bbox: 0.0122, loss: 0.0984
2022-03-21 06:06:54,408 - mmdet - INFO - Epoch [37][20/336]	lr: 1.938e-08, eta: 0:55:26, time: 0.896, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7992, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0010, s1.acc: 99.9122, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9477, s2.loss_bbox: 0.0121, loss: 0.0958
2022-03-21 06:07:02,967 - mmdet - INFO - Epoch [37][30/336]	lr: 1.938e-08, eta: 0:55:18, time: 0.855, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8129, s0.loss_bbox: 0.0516, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0004, s2.acc: 99.9385, s2.loss_bbox: 0.0117, loss: 0.0935
2022-03-21 06:07:10,298 - mmdet - INFO - Epoch [37][40/336]	lr: 1.938e-08, eta: 0:55:09, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7842, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0013, s1.acc: 99.9054, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9331, s2.loss_bbox: 0.0130, loss: 0.1042
2022-03-21 06:07:18,064 - mmdet - INFO - Epoch [37][50/336]	lr: 1.938e-08, eta: 0:55:01, time: 0.776, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7992, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0011, s1.acc: 99.9107, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9385, s2.loss_bbox: 0.0121, loss: 0.0961
2022-03-21 06:07:25,842 - mmdet - INFO - Epoch [37][60/336]	lr: 1.938e-08, eta: 0:54:53, time: 0.778, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8010, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0009, s1.acc: 99.9279, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9489, s2.loss_bbox: 0.0120, loss: 0.0966
2022-03-21 06:07:33,631 - mmdet - INFO - Epoch [37][70/336]	lr: 1.938e-08, eta: 0:54:44, time: 0.779, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7900, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0126, loss: 0.1011
2022-03-21 06:07:41,145 - mmdet - INFO - Epoch [37][80/336]	lr: 1.938e-08, eta: 0:54:36, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7751, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0011, s1.acc: 99.9040, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9303, s2.loss_bbox: 0.0126, loss: 0.1006
2022-03-21 06:07:48,452 - mmdet - INFO - Epoch [37][90/336]	lr: 1.938e-08, eta: 0:54:27, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7968, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0011, s1.acc: 99.9073, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9458, s2.loss_bbox: 0.0122, loss: 0.0984
2022-03-21 06:07:55,766 - mmdet - INFO - Epoch [37][100/336]	lr: 1.938e-08, eta: 0:54:18, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7943, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0011, s1.acc: 99.9048, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9476, s2.loss_bbox: 0.0121, loss: 0.0971
2022-03-21 06:08:03,063 - mmdet - INFO - Epoch [37][110/336]	lr: 1.938e-08, eta: 0:54:10, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7693, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0009, s1.acc: 99.9253, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9464, s2.loss_bbox: 0.0122, loss: 0.0995
2022-03-21 06:08:10,341 - mmdet - INFO - Epoch [37][120/336]	lr: 1.938e-08, eta: 0:54:01, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7913, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9151, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9354, s2.loss_bbox: 0.0123, loss: 0.0980
2022-03-21 06:08:17,644 - mmdet - INFO - Epoch [37][130/336]	lr: 1.938e-08, eta: 0:53:53, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8068, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0003, s2.acc: 99.9449, s2.loss_bbox: 0.0124, loss: 0.0998
2022-03-21 06:08:24,947 - mmdet - INFO - Epoch [37][140/336]	lr: 1.938e-08, eta: 0:53:44, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8126, s0.loss_bbox: 0.0525, s1.loss_cls: 0.0009, s1.acc: 99.9211, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0118, loss: 0.0946
2022-03-21 06:08:32,579 - mmdet - INFO - Epoch [37][150/336]	lr: 1.938e-08, eta: 0:53:35, time: 0.763, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8010, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0009, s1.acc: 99.9248, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9418, s2.loss_bbox: 0.0119, loss: 0.0953
2022-03-21 06:08:40,255 - mmdet - INFO - Epoch [37][160/336]	lr: 1.938e-08, eta: 0:53:27, time: 0.768, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7943, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0013, s1.acc: 99.8883, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0005, s2.acc: 99.9250, s2.loss_bbox: 0.0121, loss: 0.0969
2022-03-21 06:08:48,032 - mmdet - INFO - Epoch [37][170/336]	lr: 1.938e-08, eta: 0:53:19, time: 0.778, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8026, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0009, s1.acc: 99.9235, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0121, loss: 0.0966
2022-03-21 06:08:55,524 - mmdet - INFO - Epoch [37][180/336]	lr: 1.938e-08, eta: 0:53:10, time: 0.749, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8196, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0010, s1.acc: 99.9184, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9572, s2.loss_bbox: 0.0118, loss: 0.0943
2022-03-21 06:09:03,678 - mmdet - INFO - Epoch [37][190/336]	lr: 1.938e-08, eta: 0:53:02, time: 0.816, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7995, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0009, s1.acc: 99.9269, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0003, s2.acc: 99.9504, s2.loss_bbox: 0.0123, loss: 0.0974
2022-03-21 06:09:12,706 - mmdet - INFO - Epoch [37][200/336]	lr: 1.938e-08, eta: 0:52:54, time: 0.903, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8111, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0010, s1.acc: 99.9177, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0004, s2.acc: 99.9412, s2.loss_bbox: 0.0117, loss: 0.0940
2022-03-21 06:09:21,720 - mmdet - INFO - Epoch [37][210/336]	lr: 1.938e-08, eta: 0:52:46, time: 0.901, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7873, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9251, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0006, s2.acc: 99.9230, s2.loss_bbox: 0.0123, loss: 0.0990
2022-03-21 06:09:30,422 - mmdet - INFO - Epoch [37][220/336]	lr: 1.938e-08, eta: 0:52:37, time: 0.863, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8123, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9287, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9461, s2.loss_bbox: 0.0122, loss: 0.0963
2022-03-21 06:09:39,487 - mmdet - INFO - Epoch [37][230/336]	lr: 1.938e-08, eta: 0:52:29, time: 0.906, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0059, s0.acc: 99.7678, s0.loss_bbox: 0.0588, s1.loss_cls: 0.0011, s1.acc: 99.9125, s1.loss_bbox: 0.0269, s2.loss_cls: 0.0004, s2.acc: 99.9248, s2.loss_bbox: 0.0136, loss: 0.1073
2022-03-21 06:09:48,555 - mmdet - INFO - Epoch [37][240/336]	lr: 1.938e-08, eta: 0:52:21, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8056, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9418, s2.loss_bbox: 0.0120, loss: 0.0953
2022-03-21 06:09:57,876 - mmdet - INFO - Epoch [37][250/336]	lr: 1.938e-08, eta: 0:52:13, time: 0.932, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7974, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0012, s1.acc: 99.9065, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9291, s2.loss_bbox: 0.0123, loss: 0.0971
2022-03-21 06:10:06,764 - mmdet - INFO - Epoch [37][260/336]	lr: 1.938e-08, eta: 0:52:05, time: 0.896, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8087, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9287, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9519, s2.loss_bbox: 0.0118, loss: 0.0951
2022-03-21 06:10:14,226 - mmdet - INFO - Epoch [37][270/336]	lr: 1.938e-08, eta: 0:51:57, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7980, s0.loss_bbox: 0.0575, s1.loss_cls: 0.0011, s1.acc: 99.9162, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9409, s2.loss_bbox: 0.0130, loss: 0.1036
2022-03-21 06:10:21,765 - mmdet - INFO - Epoch [37][280/336]	lr: 1.938e-08, eta: 0:51:48, time: 0.754, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7769, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0011, s1.acc: 99.9149, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9267, s2.loss_bbox: 0.0129, loss: 0.1036
2022-03-21 06:10:29,092 - mmdet - INFO - Epoch [37][290/336]	lr: 1.938e-08, eta: 0:51:40, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8087, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9196, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9397, s2.loss_bbox: 0.0126, loss: 0.0991
2022-03-21 06:10:36,407 - mmdet - INFO - Epoch [37][300/336]	lr: 1.938e-08, eta: 0:51:31, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7903, s0.loss_bbox: 0.0566, s1.loss_cls: 0.0010, s1.acc: 99.9177, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0003, s2.acc: 99.9476, s2.loss_bbox: 0.0128, loss: 0.1022
2022-03-21 06:10:43,716 - mmdet - INFO - Epoch [37][310/336]	lr: 1.938e-08, eta: 0:51:22, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0060, s0.acc: 99.7668, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0013, s1.acc: 99.8918, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0005, s2.acc: 99.9262, s2.loss_bbox: 0.0127, loss: 0.1049
2022-03-21 06:10:51,021 - mmdet - INFO - Epoch [37][320/336]	lr: 1.938e-08, eta: 0:51:14, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8059, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0008, s1.acc: 99.9287, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9464, s2.loss_bbox: 0.0120, loss: 0.0953
2022-03-21 06:10:58,331 - mmdet - INFO - Epoch [37][330/336]	lr: 1.938e-08, eta: 0:51:05, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8190, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0010, s1.acc: 99.9173, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9479, s2.loss_bbox: 0.0123, loss: 0.0955
2022-03-21 06:11:03,796 - mmdet - INFO - Saving checkpoint at 37 epochs
2022-03-21 06:11:40,925 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:11:41,099 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:11:41,099 - mmdet - INFO - Epoch(val) [37][336]	bbox_mAP: 0.4600, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4590, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.460 0.500 0.493 0.459 0.470 -1.000
2022-03-21 06:12:08,786 - mmdet - INFO - Epoch [38][10/336]	lr: 1.938e-08, eta: 0:50:56, time: 2.767, data_time: 1.875, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7974, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0010, s1.acc: 99.9199, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9434, s2.loss_bbox: 0.0119, loss: 0.0957
2022-03-21 06:12:16,885 - mmdet - INFO - Epoch [38][20/336]	lr: 1.938e-08, eta: 0:50:48, time: 0.810, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7992, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0011, s1.acc: 99.9040, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9259, s2.loss_bbox: 0.0128, loss: 0.1031
2022-03-21 06:12:24,598 - mmdet - INFO - Epoch [38][30/336]	lr: 1.938e-08, eta: 0:50:40, time: 0.772, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7992, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9138, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0126, loss: 0.1004
2022-03-21 06:12:33,563 - mmdet - INFO - Epoch [38][40/336]	lr: 1.938e-08, eta: 0:50:31, time: 0.896, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8053, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0011, s1.acc: 99.9199, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9446, s2.loss_bbox: 0.0122, loss: 0.0974
2022-03-21 06:12:40,854 - mmdet - INFO - Epoch [38][50/336]	lr: 1.938e-08, eta: 0:50:23, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8019, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0010, s1.acc: 99.9201, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9365, s2.loss_bbox: 0.0126, loss: 0.1019
2022-03-21 06:12:48,174 - mmdet - INFO - Epoch [38][60/336]	lr: 1.938e-08, eta: 0:50:14, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7946, s0.loss_bbox: 0.0556, s1.loss_cls: 0.0011, s1.acc: 99.9021, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0003, s2.acc: 99.9412, s2.loss_bbox: 0.0125, loss: 0.1004
2022-03-21 06:12:55,971 - mmdet - INFO - Epoch [38][70/336]	lr: 1.938e-08, eta: 0:50:06, time: 0.773, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8126, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0010, s1.acc: 99.9076, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9393, s2.loss_bbox: 0.0121, loss: 0.0957
2022-03-21 06:13:03,834 - mmdet - INFO - Epoch [38][80/336]	lr: 1.938e-08, eta: 0:49:57, time: 0.793, data_time: 0.018, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7906, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0010, s1.acc: 99.9158, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0003, s2.acc: 99.9479, s2.loss_bbox: 0.0128, loss: 0.1022
2022-03-21 06:13:11,121 - mmdet - INFO - Epoch [38][90/336]	lr: 1.938e-08, eta: 0:49:49, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7955, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0009, s1.acc: 99.9312, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9446, s2.loss_bbox: 0.0121, loss: 0.0970
2022-03-21 06:13:18,553 - mmdet - INFO - Epoch [38][100/336]	lr: 1.938e-08, eta: 0:49:40, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7787, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0011, s1.acc: 99.9073, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0005, s2.acc: 99.9322, s2.loss_bbox: 0.0126, loss: 0.1012
2022-03-21 06:13:26,313 - mmdet - INFO - Epoch [38][110/336]	lr: 1.938e-08, eta: 0:49:32, time: 0.790, data_time: 0.024, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7977, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0010, s1.acc: 99.9227, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0122, loss: 0.0974
2022-03-21 06:13:34,803 - mmdet - INFO - Epoch [38][120/336]	lr: 1.938e-08, eta: 0:49:24, time: 0.849, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8126, s0.loss_bbox: 0.0514, s1.loss_cls: 0.0009, s1.acc: 99.9181, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9434, s2.loss_bbox: 0.0117, loss: 0.0930
2022-03-21 06:13:42,621 - mmdet - INFO - Epoch [38][130/336]	lr: 1.938e-08, eta: 0:49:15, time: 0.782, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0046, s0.acc: 99.8187, s0.loss_bbox: 0.0498, s1.loss_cls: 0.0009, s1.acc: 99.9215, s1.loss_bbox: 0.0223, s2.loss_cls: 0.0003, s2.acc: 99.9536, s2.loss_bbox: 0.0112, loss: 0.0895
2022-03-21 06:13:50,093 - mmdet - INFO - Epoch [38][140/336]	lr: 1.938e-08, eta: 0:49:07, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8099, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0009, s1.acc: 99.9202, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9315, s2.loss_bbox: 0.0124, loss: 0.0971
2022-03-21 06:13:57,442 - mmdet - INFO - Epoch [38][150/336]	lr: 1.938e-08, eta: 0:48:58, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7980, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0008, s1.acc: 99.9293, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9411, s2.loss_bbox: 0.0121, loss: 0.0963
2022-03-21 06:14:04,765 - mmdet - INFO - Epoch [38][160/336]	lr: 1.938e-08, eta: 0:48:50, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8218, s0.loss_bbox: 0.0502, s1.loss_cls: 0.0009, s1.acc: 99.9233, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0003, s2.acc: 99.9544, s2.loss_bbox: 0.0114, loss: 0.0913
2022-03-21 06:14:12,100 - mmdet - INFO - Epoch [38][170/336]	lr: 1.938e-08, eta: 0:48:41, time: 0.735, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7943, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0010, s1.acc: 99.9091, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9417, s2.loss_bbox: 0.0127, loss: 0.1014
2022-03-21 06:14:20,325 - mmdet - INFO - Epoch [38][180/336]	lr: 1.938e-08, eta: 0:48:33, time: 0.816, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0010, s1.acc: 99.9184, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9467, s2.loss_bbox: 0.0118, loss: 0.0952
2022-03-21 06:14:29,379 - mmdet - INFO - Epoch [38][190/336]	lr: 1.938e-08, eta: 0:48:25, time: 0.905, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8029, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0009, s1.acc: 99.9212, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9398, s2.loss_bbox: 0.0120, loss: 0.0963
2022-03-21 06:14:38,582 - mmdet - INFO - Epoch [38][200/336]	lr: 1.938e-08, eta: 0:48:17, time: 0.928, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8004, s0.loss_bbox: 0.0558, s1.loss_cls: 0.0011, s1.acc: 99.9113, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9381, s2.loss_bbox: 0.0123, loss: 0.1004
2022-03-21 06:14:47,663 - mmdet - INFO - Epoch [38][210/336]	lr: 1.938e-08, eta: 0:48:09, time: 0.908, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7757, s0.loss_bbox: 0.0581, s1.loss_cls: 0.0011, s1.acc: 99.9085, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9241, s2.loss_bbox: 0.0133, loss: 0.1057
2022-03-21 06:14:57,333 - mmdet - INFO - Epoch [38][220/336]	lr: 1.938e-08, eta: 0:48:01, time: 0.959, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8239, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0009, s1.acc: 99.9215, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0004, s2.acc: 99.9297, s2.loss_bbox: 0.0122, loss: 0.0970
2022-03-21 06:15:06,567 - mmdet - INFO - Epoch [38][230/336]	lr: 1.938e-08, eta: 0:47:53, time: 0.931, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7791, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0011, s1.acc: 99.9112, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9292, s2.loss_bbox: 0.0131, loss: 0.1041
2022-03-21 06:15:15,522 - mmdet - INFO - Epoch [38][240/336]	lr: 1.938e-08, eta: 0:47:45, time: 0.895, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7931, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9140, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9483, s2.loss_bbox: 0.0123, loss: 0.0980
2022-03-21 06:15:24,476 - mmdet - INFO - Epoch [38][250/336]	lr: 1.938e-08, eta: 0:47:36, time: 0.895, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8080, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0121, loss: 0.0974
2022-03-21 06:15:32,049 - mmdet - INFO - Epoch [38][260/336]	lr: 1.938e-08, eta: 0:47:28, time: 0.757, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8044, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0009, s1.acc: 99.9232, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0114, loss: 0.0935
2022-03-21 06:15:39,419 - mmdet - INFO - Epoch [38][270/336]	lr: 1.938e-08, eta: 0:47:19, time: 0.737, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8038, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9196, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9425, s2.loss_bbox: 0.0120, loss: 0.0959
2022-03-21 06:15:46,760 - mmdet - INFO - Epoch [38][280/336]	lr: 1.938e-08, eta: 0:47:11, time: 0.732, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8065, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0009, s1.acc: 99.9312, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9443, s2.loss_bbox: 0.0122, loss: 0.0958
2022-03-21 06:15:54,699 - mmdet - INFO - Epoch [38][290/336]	lr: 1.938e-08, eta: 0:47:02, time: 0.790, data_time: 0.014, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8203, s0.loss_bbox: 0.0517, s1.loss_cls: 0.0009, s1.acc: 99.9241, s1.loss_bbox: 0.0232, s2.loss_cls: 0.0003, s2.acc: 99.9458, s2.loss_bbox: 0.0116, loss: 0.0928
2022-03-21 06:16:03,847 - mmdet - INFO - Epoch [38][300/336]	lr: 1.938e-08, eta: 0:46:54, time: 0.915, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8026, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0011, s1.acc: 99.9165, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9283, s2.loss_bbox: 0.0125, loss: 0.1004
2022-03-21 06:16:12,571 - mmdet - INFO - Epoch [38][310/336]	lr: 1.938e-08, eta: 0:46:46, time: 0.880, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8080, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0010, s1.acc: 99.9107, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9351, s2.loss_bbox: 0.0127, loss: 0.1000
2022-03-21 06:16:21,949 - mmdet - INFO - Epoch [38][320/336]	lr: 1.938e-08, eta: 0:46:38, time: 0.930, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7849, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0011, s1.acc: 99.9122, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0005, s2.acc: 99.9142, s2.loss_bbox: 0.0128, loss: 0.1027
2022-03-21 06:16:30,963 - mmdet - INFO - Epoch [38][330/336]	lr: 1.938e-08, eta: 0:46:30, time: 0.901, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7977, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0009, s1.acc: 99.9159, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9376, s2.loss_bbox: 0.0128, loss: 0.0997
2022-03-21 06:16:37,284 - mmdet - INFO - Saving checkpoint at 38 epochs
2022-03-21 06:17:14,650 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:17:14,807 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:17:14,807 - mmdet - INFO - Epoch(val) [38][336]	bbox_mAP: 0.4600, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4600, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.460 0.500 0.493 0.460 0.470 -1.000
2022-03-21 06:17:41,259 - mmdet - INFO - Epoch [39][10/336]	lr: 1.938e-08, eta: 0:46:20, time: 2.644, data_time: 1.879, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0010, s1.acc: 99.9149, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9378, s2.loss_bbox: 0.0126, loss: 0.1001
2022-03-21 06:17:48,634 - mmdet - INFO - Epoch [39][20/336]	lr: 1.938e-08, eta: 0:46:12, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8206, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0009, s1.acc: 99.9190, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9440, s2.loss_bbox: 0.0118, loss: 0.0945
2022-03-21 06:17:55,999 - mmdet - INFO - Epoch [39][30/336]	lr: 1.938e-08, eta: 0:46:03, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8138, s0.loss_bbox: 0.0513, s1.loss_cls: 0.0008, s1.acc: 99.9306, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0003, s2.acc: 99.9486, s2.loss_bbox: 0.0117, loss: 0.0926
2022-03-21 06:18:03,396 - mmdet - INFO - Epoch [39][40/336]	lr: 1.938e-08, eta: 0:45:55, time: 0.740, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8035, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0009, s1.acc: 99.9204, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9391, s2.loss_bbox: 0.0122, loss: 0.0971
2022-03-21 06:18:10,792 - mmdet - INFO - Epoch [39][50/336]	lr: 1.938e-08, eta: 0:45:46, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0005, s0.loss_cls: 0.0053, s0.acc: 99.7894, s0.loss_bbox: 0.0585, s1.loss_cls: 0.0010, s1.acc: 99.9146, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0003, s2.acc: 99.9488, s2.loss_bbox: 0.0132, loss: 0.1054
2022-03-21 06:18:18,558 - mmdet - INFO - Epoch [39][60/336]	lr: 1.938e-08, eta: 0:45:38, time: 0.777, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7891, s0.loss_bbox: 0.0591, s1.loss_cls: 0.0011, s1.acc: 99.9152, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9297, s2.loss_bbox: 0.0132, loss: 0.1065
2022-03-21 06:18:26,294 - mmdet - INFO - Epoch [39][70/336]	lr: 1.938e-08, eta: 0:45:29, time: 0.774, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7995, s0.loss_bbox: 0.0560, s1.loss_cls: 0.0011, s1.acc: 99.9090, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9392, s2.loss_bbox: 0.0126, loss: 0.1010
2022-03-21 06:18:34,148 - mmdet - INFO - Epoch [39][80/336]	lr: 1.938e-08, eta: 0:45:21, time: 0.785, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8087, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0010, s1.acc: 99.9123, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9407, s2.loss_bbox: 0.0123, loss: 0.0979
2022-03-21 06:18:41,684 - mmdet - INFO - Epoch [39][90/336]	lr: 1.938e-08, eta: 0:45:12, time: 0.754, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8056, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0011, s1.acc: 99.9072, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9422, s2.loss_bbox: 0.0124, loss: 0.0992
2022-03-21 06:18:49,438 - mmdet - INFO - Epoch [39][100/336]	lr: 1.938e-08, eta: 0:45:04, time: 0.769, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8123, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9147, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9412, s2.loss_bbox: 0.0123, loss: 0.0984
2022-03-21 06:18:58,441 - mmdet - INFO - Epoch [39][110/336]	lr: 1.938e-08, eta: 0:44:56, time: 0.900, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7925, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0009, s1.acc: 99.9312, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9486, s2.loss_bbox: 0.0120, loss: 0.0956
2022-03-21 06:19:06,568 - mmdet - INFO - Epoch [39][120/336]	lr: 1.938e-08, eta: 0:44:47, time: 0.819, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7992, s0.loss_bbox: 0.0525, s1.loss_cls: 0.0009, s1.acc: 99.9262, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9408, s2.loss_bbox: 0.0118, loss: 0.0950
2022-03-21 06:19:13,929 - mmdet - INFO - Epoch [39][130/336]	lr: 1.938e-08, eta: 0:44:39, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8038, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9419, s2.loss_bbox: 0.0123, loss: 0.0957
2022-03-21 06:19:21,240 - mmdet - INFO - Epoch [39][140/336]	lr: 1.938e-08, eta: 0:44:30, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7916, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0011, s1.acc: 99.9121, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0003, s2.acc: 99.9470, s2.loss_bbox: 0.0126, loss: 0.1029
2022-03-21 06:19:28,612 - mmdet - INFO - Epoch [39][150/336]	lr: 1.938e-08, eta: 0:44:22, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0041, s0.acc: 99.8395, s0.loss_bbox: 0.0508, s1.loss_cls: 0.0009, s1.acc: 99.9218, s1.loss_bbox: 0.0228, s2.loss_cls: 0.0003, s2.acc: 99.9416, s2.loss_bbox: 0.0113, loss: 0.0907
2022-03-21 06:19:36,415 - mmdet - INFO - Epoch [39][160/336]	lr: 1.938e-08, eta: 0:44:13, time: 0.780, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7830, s0.loss_bbox: 0.0560, s1.loss_cls: 0.0010, s1.acc: 99.9116, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9359, s2.loss_bbox: 0.0127, loss: 0.1017
2022-03-21 06:19:44,497 - mmdet - INFO - Epoch [39][170/336]	lr: 1.938e-08, eta: 0:44:05, time: 0.788, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8193, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0009, s1.acc: 99.9226, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9476, s2.loss_bbox: 0.0122, loss: 0.0975
2022-03-21 06:19:51,950 - mmdet - INFO - Epoch [39][180/336]	lr: 1.938e-08, eta: 0:43:57, time: 0.765, data_time: 0.030, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8209, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0009, s1.acc: 99.9242, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9462, s2.loss_bbox: 0.0122, loss: 0.0972
2022-03-21 06:20:00,909 - mmdet - INFO - Epoch [39][190/336]	lr: 1.938e-08, eta: 0:43:48, time: 0.889, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0045, s0.acc: 99.8221, s0.loss_bbox: 0.0508, s1.loss_cls: 0.0010, s1.acc: 99.9245, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0004, s2.acc: 99.9377, s2.loss_bbox: 0.0116, loss: 0.0920
2022-03-21 06:20:09,981 - mmdet - INFO - Epoch [39][200/336]	lr: 1.938e-08, eta: 0:43:40, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7653, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0013, s1.acc: 99.8893, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0005, s2.acc: 99.9101, s2.loss_bbox: 0.0120, loss: 0.0990
2022-03-21 06:20:18,369 - mmdet - INFO - Epoch [39][210/336]	lr: 1.938e-08, eta: 0:43:32, time: 0.845, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8117, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0011, s1.acc: 99.9110, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9327, s2.loss_bbox: 0.0123, loss: 0.0986
2022-03-21 06:20:25,679 - mmdet - INFO - Epoch [39][220/336]	lr: 1.938e-08, eta: 0:43:24, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8160, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0009, s1.acc: 99.9242, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0003, s2.acc: 99.9464, s2.loss_bbox: 0.0127, loss: 0.0994
2022-03-21 06:20:33,045 - mmdet - INFO - Epoch [39][230/336]	lr: 1.938e-08, eta: 0:43:15, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8145, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9175, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9351, s2.loss_bbox: 0.0123, loss: 0.0971
2022-03-21 06:20:40,345 - mmdet - INFO - Epoch [39][240/336]	lr: 1.938e-08, eta: 0:43:07, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7955, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0009, s1.acc: 99.9230, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9450, s2.loss_bbox: 0.0123, loss: 0.0971
2022-03-21 06:20:47,671 - mmdet - INFO - Epoch [39][250/336]	lr: 1.938e-08, eta: 0:42:58, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7791, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0010, s1.acc: 99.9143, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9381, s2.loss_bbox: 0.0128, loss: 0.1031
2022-03-21 06:20:56,072 - mmdet - INFO - Epoch [39][260/336]	lr: 1.938e-08, eta: 0:42:50, time: 0.834, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7882, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0011, s1.acc: 99.9061, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9266, s2.loss_bbox: 0.0121, loss: 0.0981
2022-03-21 06:21:04,686 - mmdet - INFO - Epoch [39][270/336]	lr: 1.938e-08, eta: 0:42:42, time: 0.868, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8074, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0010, s1.acc: 99.9141, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9201, s2.loss_bbox: 0.0121, loss: 0.0965
2022-03-21 06:21:12,176 - mmdet - INFO - Epoch [39][280/336]	lr: 1.938e-08, eta: 0:42:33, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7888, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0012, s1.acc: 99.9090, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9359, s2.loss_bbox: 0.0126, loss: 0.0991
2022-03-21 06:21:20,217 - mmdet - INFO - Epoch [39][290/336]	lr: 1.938e-08, eta: 0:42:25, time: 0.804, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7983, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0009, s1.acc: 99.9263, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0003, s2.acc: 99.9486, s2.loss_bbox: 0.0123, loss: 0.0979
2022-03-21 06:21:27,886 - mmdet - INFO - Epoch [39][300/336]	lr: 1.938e-08, eta: 0:42:16, time: 0.767, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8038, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0011, s1.acc: 99.9107, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9344, s2.loss_bbox: 0.0122, loss: 0.0987
2022-03-21 06:21:35,217 - mmdet - INFO - Epoch [39][310/336]	lr: 1.938e-08, eta: 0:42:08, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8038, s0.loss_bbox: 0.0556, s1.loss_cls: 0.0009, s1.acc: 99.9260, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9412, s2.loss_bbox: 0.0124, loss: 0.0998
2022-03-21 06:21:42,529 - mmdet - INFO - Epoch [39][320/336]	lr: 1.938e-08, eta: 0:41:59, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8074, s0.loss_bbox: 0.0527, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9462, s2.loss_bbox: 0.0120, loss: 0.0955
2022-03-21 06:21:49,867 - mmdet - INFO - Epoch [39][330/336]	lr: 1.938e-08, eta: 0:41:51, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7964, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9180, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9382, s2.loss_bbox: 0.0124, loss: 0.0990
2022-03-21 06:21:55,348 - mmdet - INFO - Saving checkpoint at 39 epochs
2022-03-21 06:22:32,494 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:22:32,652 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:22:32,652 - mmdet - INFO - Epoch(val) [39][336]	bbox_mAP: 0.4610, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4600, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.461 0.500 0.493 0.460 0.470 -1.000
2022-03-21 06:22:58,974 - mmdet - INFO - Epoch [40][10/336]	lr: 1.938e-08, eta: 0:41:40, time: 2.631, data_time: 1.875, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0048, s0.acc: 99.8102, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0011, s1.acc: 99.9095, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9438, s2.loss_bbox: 0.0117, loss: 0.0942
2022-03-21 06:23:06,797 - mmdet - INFO - Epoch [40][20/336]	lr: 1.938e-08, eta: 0:41:32, time: 0.783, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7943, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0011, s1.acc: 99.9028, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9443, s2.loss_bbox: 0.0122, loss: 0.0980
2022-03-21 06:23:14,761 - mmdet - INFO - Epoch [40][30/336]	lr: 1.938e-08, eta: 0:41:24, time: 0.796, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8111, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0009, s1.acc: 99.9266, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9470, s2.loss_bbox: 0.0115, loss: 0.0943
2022-03-21 06:23:22,060 - mmdet - INFO - Epoch [40][40/336]	lr: 1.938e-08, eta: 0:41:15, time: 0.730, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8123, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0004, s2.acc: 99.9300, s2.loss_bbox: 0.0117, loss: 0.0948
2022-03-21 06:23:29,504 - mmdet - INFO - Epoch [40][50/336]	lr: 1.938e-08, eta: 0:41:07, time: 0.744, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8013, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0011, s1.acc: 99.9073, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0003, s2.acc: 99.9504, s2.loss_bbox: 0.0127, loss: 0.1017
2022-03-21 06:23:36,973 - mmdet - INFO - Epoch [40][60/336]	lr: 1.938e-08, eta: 0:40:58, time: 0.740, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8016, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0010, s1.acc: 99.9150, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9467, s2.loss_bbox: 0.0122, loss: 0.0967
2022-03-21 06:23:45,463 - mmdet - INFO - Epoch [40][70/336]	lr: 1.938e-08, eta: 0:40:50, time: 0.849, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7952, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0011, s1.acc: 99.9100, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0004, s2.acc: 99.9357, s2.loss_bbox: 0.0130, loss: 0.1035
2022-03-21 06:23:54,422 - mmdet - INFO - Epoch [40][80/336]	lr: 1.938e-08, eta: 0:40:42, time: 0.896, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8087, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0011, s1.acc: 99.9102, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9432, s2.loss_bbox: 0.0122, loss: 0.0974
2022-03-21 06:24:03,391 - mmdet - INFO - Epoch [40][90/336]	lr: 1.938e-08, eta: 0:40:34, time: 0.897, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8145, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0009, s1.acc: 99.9233, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9517, s2.loss_bbox: 0.0122, loss: 0.0953
2022-03-21 06:24:11,030 - mmdet - INFO - Epoch [40][100/336]	lr: 1.938e-08, eta: 0:40:25, time: 0.771, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9260, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9482, s2.loss_bbox: 0.0119, loss: 0.0957
2022-03-21 06:24:20,198 - mmdet - INFO - Epoch [40][110/336]	lr: 1.938e-08, eta: 0:40:17, time: 0.909, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8016, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0010, s1.acc: 99.9178, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9557, s2.loss_bbox: 0.0121, loss: 0.0956
2022-03-21 06:24:29,332 - mmdet - INFO - Epoch [40][120/336]	lr: 1.938e-08, eta: 0:40:09, time: 0.920, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7931, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9217, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0003, s2.acc: 99.9455, s2.loss_bbox: 0.0127, loss: 0.1002
2022-03-21 06:24:38,682 - mmdet - INFO - Epoch [40][130/336]	lr: 1.938e-08, eta: 0:40:01, time: 0.928, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8154, s0.loss_bbox: 0.0511, s1.loss_cls: 0.0010, s1.acc: 99.9248, s1.loss_bbox: 0.0232, s2.loss_cls: 0.0004, s2.acc: 99.9431, s2.loss_bbox: 0.0117, loss: 0.0926
2022-03-21 06:24:47,798 - mmdet - INFO - Epoch [40][140/336]	lr: 1.938e-08, eta: 0:39:53, time: 0.912, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7824, s0.loss_bbox: 0.0556, s1.loss_cls: 0.0011, s1.acc: 99.9129, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9409, s2.loss_bbox: 0.0124, loss: 0.1005
2022-03-21 06:24:56,848 - mmdet - INFO - Epoch [40][150/336]	lr: 1.938e-08, eta: 0:39:45, time: 0.912, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8129, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0009, s1.acc: 99.9245, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9348, s2.loss_bbox: 0.0120, loss: 0.0949
2022-03-21 06:25:04,724 - mmdet - INFO - Epoch [40][160/336]	lr: 1.938e-08, eta: 0:39:36, time: 0.780, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8047, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0009, s1.acc: 99.9238, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9339, s2.loss_bbox: 0.0122, loss: 0.0983
2022-03-21 06:25:13,725 - mmdet - INFO - Epoch [40][170/336]	lr: 1.938e-08, eta: 0:39:28, time: 0.900, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8126, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9126, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0003, s2.acc: 99.9434, s2.loss_bbox: 0.0122, loss: 0.0970
2022-03-21 06:25:22,889 - mmdet - INFO - Epoch [40][180/336]	lr: 1.938e-08, eta: 0:39:20, time: 0.916, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7757, s0.loss_bbox: 0.0592, s1.loss_cls: 0.0011, s1.acc: 99.9066, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9395, s2.loss_bbox: 0.0133, loss: 0.1068
2022-03-21 06:25:31,874 - mmdet - INFO - Epoch [40][190/336]	lr: 1.938e-08, eta: 0:39:12, time: 0.905, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8032, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9278, s2.loss_bbox: 0.0122, loss: 0.0969
2022-03-21 06:25:39,290 - mmdet - INFO - Epoch [40][200/336]	lr: 1.938e-08, eta: 0:39:03, time: 0.742, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7873, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0010, s1.acc: 99.9239, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0003, s2.acc: 99.9488, s2.loss_bbox: 0.0127, loss: 0.1018
2022-03-21 06:25:46,853 - mmdet - INFO - Epoch [40][210/336]	lr: 1.938e-08, eta: 0:38:55, time: 0.756, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7760, s0.loss_bbox: 0.0562, s1.loss_cls: 0.0010, s1.acc: 99.9158, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9353, s2.loss_bbox: 0.0126, loss: 0.1022
2022-03-21 06:25:55,366 - mmdet - INFO - Epoch [40][220/336]	lr: 1.938e-08, eta: 0:38:47, time: 0.845, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0010, s1.acc: 99.9137, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9501, s2.loss_bbox: 0.0118, loss: 0.0957
2022-03-21 06:26:04,524 - mmdet - INFO - Epoch [40][230/336]	lr: 1.938e-08, eta: 0:38:39, time: 0.916, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0047, s0.acc: 99.8126, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0009, s1.acc: 99.9151, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9566, s2.loss_bbox: 0.0116, loss: 0.0930
2022-03-21 06:26:12,087 - mmdet - INFO - Epoch [40][240/336]	lr: 1.938e-08, eta: 0:38:30, time: 0.763, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8041, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0009, s1.acc: 99.9324, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0004, s2.acc: 99.9415, s2.loss_bbox: 0.0116, loss: 0.0943
2022-03-21 06:26:19,386 - mmdet - INFO - Epoch [40][250/336]	lr: 1.938e-08, eta: 0:38:22, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7833, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0011, s1.acc: 99.8987, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0005, s2.acc: 99.9164, s2.loss_bbox: 0.0127, loss: 0.1034
2022-03-21 06:26:26,705 - mmdet - INFO - Epoch [40][260/336]	lr: 1.938e-08, eta: 0:38:13, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7928, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0010, s1.acc: 99.9140, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9428, s2.loss_bbox: 0.0122, loss: 0.0996
2022-03-21 06:26:34,004 - mmdet - INFO - Epoch [40][270/336]	lr: 1.938e-08, eta: 0:38:05, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7876, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9176, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9376, s2.loss_bbox: 0.0122, loss: 0.0983
2022-03-21 06:26:41,286 - mmdet - INFO - Epoch [40][280/336]	lr: 1.938e-08, eta: 0:37:56, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0048, s0.acc: 99.8090, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0009, s1.acc: 99.9224, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9381, s2.loss_bbox: 0.0121, loss: 0.0971
2022-03-21 06:26:48,598 - mmdet - INFO - Epoch [40][290/336]	lr: 1.938e-08, eta: 0:37:48, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7964, s0.loss_bbox: 0.0576, s1.loss_cls: 0.0009, s1.acc: 99.9182, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9401, s2.loss_bbox: 0.0130, loss: 0.1032
2022-03-21 06:26:55,925 - mmdet - INFO - Epoch [40][300/336]	lr: 1.938e-08, eta: 0:37:39, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7833, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0013, s1.acc: 99.8915, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0005, s2.acc: 99.9106, s2.loss_bbox: 0.0120, loss: 0.0991
2022-03-21 06:27:04,629 - mmdet - INFO - Epoch [40][310/336]	lr: 1.938e-08, eta: 0:37:31, time: 0.871, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8138, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0009, s1.acc: 99.9288, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9449, s2.loss_bbox: 0.0118, loss: 0.0951
2022-03-21 06:27:13,589 - mmdet - INFO - Epoch [40][320/336]	lr: 1.938e-08, eta: 0:37:23, time: 0.896, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7958, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0011, s1.acc: 99.9137, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0127, loss: 0.1006
2022-03-21 06:27:22,067 - mmdet - INFO - Epoch [40][330/336]	lr: 1.938e-08, eta: 0:37:14, time: 0.848, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7845, s0.loss_bbox: 0.0591, s1.loss_cls: 0.0012, s1.acc: 99.9035, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9260, s2.loss_bbox: 0.0133, loss: 0.1069
2022-03-21 06:27:28,669 - mmdet - INFO - Saving checkpoint at 40 epochs
2022-03-21 06:28:06,426 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:28:06,582 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:28:06,582 - mmdet - INFO - Epoch(val) [40][336]	bbox_mAP: 0.4610, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4600, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.461 0.500 0.493 0.460 0.470 -1.000
2022-03-21 06:28:33,242 - mmdet - INFO - Epoch [41][10/336]	lr: 1.938e-08, eta: 0:37:04, time: 2.665, data_time: 1.837, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7971, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0009, s1.acc: 99.9287, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9458, s2.loss_bbox: 0.0121, loss: 0.0972
2022-03-21 06:28:40,565 - mmdet - INFO - Epoch [41][20/336]	lr: 1.938e-08, eta: 0:36:55, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8123, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0010, s1.acc: 99.9109, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0004, s2.acc: 99.9392, s2.loss_bbox: 0.0121, loss: 0.0963
2022-03-21 06:28:47,828 - mmdet - INFO - Epoch [41][30/336]	lr: 1.938e-08, eta: 0:36:47, time: 0.726, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8209, s0.loss_bbox: 0.0522, s1.loss_cls: 0.0010, s1.acc: 99.9156, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0004, s2.acc: 99.9445, s2.loss_bbox: 0.0118, loss: 0.0942
2022-03-21 06:28:55,191 - mmdet - INFO - Epoch [41][40/336]	lr: 1.938e-08, eta: 0:36:38, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8077, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0008, s1.acc: 99.9361, s1.loss_bbox: 0.0231, s2.loss_cls: 0.0003, s2.acc: 99.9581, s2.loss_bbox: 0.0116, loss: 0.0931
2022-03-21 06:29:02,487 - mmdet - INFO - Epoch [41][50/336]	lr: 1.938e-08, eta: 0:36:30, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8129, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0010, s1.acc: 99.9166, s1.loss_bbox: 0.0231, s2.loss_cls: 0.0004, s2.acc: 99.9324, s2.loss_bbox: 0.0117, loss: 0.0926
2022-03-21 06:29:11,321 - mmdet - INFO - Epoch [41][60/336]	lr: 1.938e-08, eta: 0:36:22, time: 0.877, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8004, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0011, s1.acc: 99.9122, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9470, s2.loss_bbox: 0.0123, loss: 0.0989
2022-03-21 06:29:19,905 - mmdet - INFO - Epoch [41][70/336]	lr: 1.938e-08, eta: 0:36:13, time: 0.865, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7971, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0009, s1.acc: 99.9269, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0125, loss: 0.0989
2022-03-21 06:29:27,505 - mmdet - INFO - Epoch [41][80/336]	lr: 1.938e-08, eta: 0:36:05, time: 0.758, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8068, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9223, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9517, s2.loss_bbox: 0.0118, loss: 0.0962
2022-03-21 06:29:35,360 - mmdet - INFO - Epoch [41][90/336]	lr: 1.938e-08, eta: 0:35:57, time: 0.787, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7733, s0.loss_bbox: 0.0586, s1.loss_cls: 0.0012, s1.acc: 99.9069, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9261, s2.loss_bbox: 0.0131, loss: 0.1059
2022-03-21 06:29:42,841 - mmdet - INFO - Epoch [41][100/336]	lr: 1.938e-08, eta: 0:35:48, time: 0.748, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8163, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0009, s1.acc: 99.9318, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0003, s2.acc: 99.9477, s2.loss_bbox: 0.0121, loss: 0.0970
2022-03-21 06:29:50,139 - mmdet - INFO - Epoch [41][110/336]	lr: 1.938e-08, eta: 0:35:40, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8145, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0009, s1.acc: 99.9236, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0003, s2.acc: 99.9507, s2.loss_bbox: 0.0114, loss: 0.0932
2022-03-21 06:29:57,428 - mmdet - INFO - Epoch [41][120/336]	lr: 1.938e-08, eta: 0:35:31, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8285, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0009, s1.acc: 99.9239, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9407, s2.loss_bbox: 0.0119, loss: 0.0943
2022-03-21 06:30:04,749 - mmdet - INFO - Epoch [41][130/336]	lr: 1.938e-08, eta: 0:35:23, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8022, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0010, s1.acc: 99.9132, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9511, s2.loss_bbox: 0.0120, loss: 0.0958
2022-03-21 06:30:12,060 - mmdet - INFO - Epoch [41][140/336]	lr: 1.938e-08, eta: 0:35:14, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8093, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0009, s1.acc: 99.9269, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9437, s2.loss_bbox: 0.0120, loss: 0.0961
2022-03-21 06:30:19,415 - mmdet - INFO - Epoch [41][150/336]	lr: 1.938e-08, eta: 0:35:06, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8077, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0010, s1.acc: 99.9132, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9537, s2.loss_bbox: 0.0120, loss: 0.0961
2022-03-21 06:30:26,873 - mmdet - INFO - Epoch [41][160/336]	lr: 1.938e-08, eta: 0:34:57, time: 0.746, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8041, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9168, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9477, s2.loss_bbox: 0.0123, loss: 0.0973
2022-03-21 06:30:34,669 - mmdet - INFO - Epoch [41][170/336]	lr: 1.938e-08, eta: 0:34:49, time: 0.780, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8035, s0.loss_bbox: 0.0527, s1.loss_cls: 0.0010, s1.acc: 99.9144, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9385, s2.loss_bbox: 0.0121, loss: 0.0963
2022-03-21 06:30:43,150 - mmdet - INFO - Epoch [41][180/336]	lr: 1.938e-08, eta: 0:34:41, time: 0.848, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8099, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0008, s1.acc: 99.9342, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9556, s2.loss_bbox: 0.0123, loss: 0.0974
2022-03-21 06:30:50,604 - mmdet - INFO - Epoch [41][190/336]	lr: 1.938e-08, eta: 0:34:32, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8035, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9186, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0126, loss: 0.0997
2022-03-21 06:30:58,858 - mmdet - INFO - Epoch [41][200/336]	lr: 1.938e-08, eta: 0:34:24, time: 0.819, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8032, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0009, s1.acc: 99.9247, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9415, s2.loss_bbox: 0.0126, loss: 0.1015
2022-03-21 06:31:06,252 - mmdet - INFO - Epoch [41][210/336]	lr: 1.938e-08, eta: 0:34:15, time: 0.746, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8080, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9236, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9459, s2.loss_bbox: 0.0121, loss: 0.0965
2022-03-21 06:31:13,569 - mmdet - INFO - Epoch [41][220/336]	lr: 1.938e-08, eta: 0:34:07, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8074, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0008, s1.acc: 99.9316, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9510, s2.loss_bbox: 0.0122, loss: 0.0977
2022-03-21 06:31:20,854 - mmdet - INFO - Epoch [41][230/336]	lr: 1.938e-08, eta: 0:33:58, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0059, s0.acc: 99.7903, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0013, s1.acc: 99.9123, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0006, s2.acc: 99.9213, s2.loss_bbox: 0.0124, loss: 0.1000
2022-03-21 06:31:28,193 - mmdet - INFO - Epoch [41][240/336]	lr: 1.938e-08, eta: 0:33:50, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8102, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0012, s1.acc: 99.9086, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0005, s2.acc: 99.9263, s2.loss_bbox: 0.0122, loss: 0.0983
2022-03-21 06:31:35,496 - mmdet - INFO - Epoch [41][250/336]	lr: 1.938e-08, eta: 0:33:41, time: 0.730, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8001, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0011, s1.acc: 99.9097, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0004, s2.acc: 99.9323, s2.loss_bbox: 0.0117, loss: 0.0953
2022-03-21 06:31:43,472 - mmdet - INFO - Epoch [41][260/336]	lr: 1.938e-08, eta: 0:33:33, time: 0.797, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7928, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9510, s2.loss_bbox: 0.0122, loss: 0.0973
2022-03-21 06:31:51,679 - mmdet - INFO - Epoch [41][270/336]	lr: 1.938e-08, eta: 0:33:25, time: 0.818, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7961, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9208, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9460, s2.loss_bbox: 0.0124, loss: 0.0990
2022-03-21 06:31:59,656 - mmdet - INFO - Epoch [41][280/336]	lr: 1.938e-08, eta: 0:33:16, time: 0.800, data_time: 0.013, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7952, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9165, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9421, s2.loss_bbox: 0.0122, loss: 0.0977
2022-03-21 06:32:07,187 - mmdet - INFO - Epoch [41][290/336]	lr: 1.938e-08, eta: 0:33:08, time: 0.753, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7955, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0011, s1.acc: 99.9152, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0003, s2.acc: 99.9429, s2.loss_bbox: 0.0128, loss: 0.1015
2022-03-21 06:32:14,547 - mmdet - INFO - Epoch [41][300/336]	lr: 1.938e-08, eta: 0:33:00, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8157, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9180, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9415, s2.loss_bbox: 0.0121, loss: 0.0977
2022-03-21 06:32:21,883 - mmdet - INFO - Epoch [41][310/336]	lr: 1.938e-08, eta: 0:32:51, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8074, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0009, s1.acc: 99.9281, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9434, s2.loss_bbox: 0.0116, loss: 0.0943
2022-03-21 06:32:29,188 - mmdet - INFO - Epoch [41][320/336]	lr: 1.938e-08, eta: 0:32:43, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7726, s0.loss_bbox: 0.0580, s1.loss_cls: 0.0011, s1.acc: 99.9069, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9306, s2.loss_bbox: 0.0128, loss: 0.1043
2022-03-21 06:32:36,484 - mmdet - INFO - Epoch [41][330/336]	lr: 1.938e-08, eta: 0:32:34, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8193, s0.loss_bbox: 0.0513, s1.loss_cls: 0.0009, s1.acc: 99.9300, s1.loss_bbox: 0.0232, s2.loss_cls: 0.0003, s2.acc: 99.9455, s2.loss_bbox: 0.0118, loss: 0.0925
2022-03-21 06:32:41,946 - mmdet - INFO - Saving checkpoint at 41 epochs
2022-03-21 06:33:18,551 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:33:18,707 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:33:18,708 - mmdet - INFO - Epoch(val) [41][336]	bbox_mAP: 0.4610, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4610, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.461 0.500 0.493 0.461 0.470 -1.000
2022-03-21 06:33:45,142 - mmdet - INFO - Epoch [42][10/336]	lr: 1.938e-08, eta: 0:32:23, time: 2.641, data_time: 1.835, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8126, s0.loss_bbox: 0.0503, s1.loss_cls: 0.0010, s1.acc: 99.9121, s1.loss_bbox: 0.0229, s2.loss_cls: 0.0005, s2.acc: 99.9273, s2.loss_bbox: 0.0114, loss: 0.0911
2022-03-21 06:33:52,558 - mmdet - INFO - Epoch [42][20/336]	lr: 1.938e-08, eta: 0:32:15, time: 0.743, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8062, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0009, s1.acc: 99.9238, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0121, loss: 0.0967
2022-03-21 06:34:00,492 - mmdet - INFO - Epoch [42][30/336]	lr: 1.938e-08, eta: 0:32:06, time: 0.794, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8013, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0010, s1.acc: 99.9223, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9329, s2.loss_bbox: 0.0122, loss: 0.0991
2022-03-21 06:34:08,373 - mmdet - INFO - Epoch [42][40/336]	lr: 1.938e-08, eta: 0:31:58, time: 0.788, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7925, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9559, s2.loss_bbox: 0.0116, loss: 0.0945
2022-03-21 06:34:15,944 - mmdet - INFO - Epoch [42][50/336]	lr: 1.938e-08, eta: 0:31:50, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8111, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9211, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9522, s2.loss_bbox: 0.0120, loss: 0.0967
2022-03-21 06:34:24,934 - mmdet - INFO - Epoch [42][60/336]	lr: 1.938e-08, eta: 0:31:41, time: 0.899, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8013, s0.loss_bbox: 0.0558, s1.loss_cls: 0.0011, s1.acc: 99.9098, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9292, s2.loss_bbox: 0.0129, loss: 0.1017
2022-03-21 06:34:33,905 - mmdet - INFO - Epoch [42][70/336]	lr: 1.938e-08, eta: 0:31:33, time: 0.897, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8120, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0009, s1.acc: 99.9325, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9495, s2.loss_bbox: 0.0118, loss: 0.0951
2022-03-21 06:34:42,556 - mmdet - INFO - Epoch [42][80/336]	lr: 1.938e-08, eta: 0:31:25, time: 0.871, data_time: 0.015, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7946, s0.loss_bbox: 0.0569, s1.loss_cls: 0.0013, s1.acc: 99.8959, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0005, s2.acc: 99.9257, s2.loss_bbox: 0.0130, loss: 0.1029
2022-03-21 06:34:49,877 - mmdet - INFO - Epoch [42][90/336]	lr: 1.938e-08, eta: 0:31:16, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7995, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0009, s1.acc: 99.9257, s1.loss_bbox: 0.0231, s2.loss_cls: 0.0003, s2.acc: 99.9408, s2.loss_bbox: 0.0114, loss: 0.0932
2022-03-21 06:34:57,216 - mmdet - INFO - Epoch [42][100/336]	lr: 1.938e-08, eta: 0:31:08, time: 0.734, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8083, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0010, s1.acc: 99.9116, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9387, s2.loss_bbox: 0.0119, loss: 0.0962
2022-03-21 06:35:04,725 - mmdet - INFO - Epoch [42][110/336]	lr: 1.938e-08, eta: 0:31:00, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8117, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0009, s1.acc: 99.9183, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0004, s2.acc: 99.9324, s2.loss_bbox: 0.0117, loss: 0.0936
2022-03-21 06:35:13,245 - mmdet - INFO - Epoch [42][120/336]	lr: 1.938e-08, eta: 0:30:51, time: 0.853, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8105, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0009, s1.acc: 99.9310, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9505, s2.loss_bbox: 0.0118, loss: 0.0943
2022-03-21 06:35:22,409 - mmdet - INFO - Epoch [42][130/336]	lr: 1.938e-08, eta: 0:30:43, time: 0.909, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0047, s0.acc: 99.8184, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0009, s1.acc: 99.9271, s1.loss_bbox: 0.0231, s2.loss_cls: 0.0003, s2.acc: 99.9491, s2.loss_bbox: 0.0113, loss: 0.0923
2022-03-21 06:35:31,849 - mmdet - INFO - Epoch [42][140/336]	lr: 1.938e-08, eta: 0:30:35, time: 0.944, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7943, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0013, s1.acc: 99.8941, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9286, s2.loss_bbox: 0.0124, loss: 0.1010
2022-03-21 06:35:40,913 - mmdet - INFO - Epoch [42][150/336]	lr: 1.938e-08, eta: 0:30:27, time: 0.913, data_time: 0.017, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8016, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0011, s1.acc: 99.9153, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0004, s2.acc: 99.9320, s2.loss_bbox: 0.0119, loss: 0.0956
2022-03-21 06:35:48,204 - mmdet - INFO - Epoch [42][160/336]	lr: 1.938e-08, eta: 0:30:18, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8065, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0011, s1.acc: 99.9079, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0004, s2.acc: 99.9378, s2.loss_bbox: 0.0125, loss: 0.0981
2022-03-21 06:35:55,512 - mmdet - INFO - Epoch [42][170/336]	lr: 1.938e-08, eta: 0:30:10, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8029, s0.loss_bbox: 0.0557, s1.loss_cls: 0.0009, s1.acc: 99.9284, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9445, s2.loss_bbox: 0.0125, loss: 0.1001
2022-03-21 06:36:04,438 - mmdet - INFO - Epoch [42][180/336]	lr: 1.938e-08, eta: 0:30:02, time: 0.886, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7784, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0013, s1.acc: 99.8924, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0005, s2.acc: 99.9278, s2.loss_bbox: 0.0119, loss: 0.0977
2022-03-21 06:36:13,468 - mmdet - INFO - Epoch [42][190/336]	lr: 1.938e-08, eta: 0:29:54, time: 0.903, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8178, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0011, s1.acc: 99.9123, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0005, s2.acc: 99.9235, s2.loss_bbox: 0.0123, loss: 0.0970
2022-03-21 06:36:22,507 - mmdet - INFO - Epoch [42][200/336]	lr: 1.938e-08, eta: 0:29:45, time: 0.904, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7955, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0011, s1.acc: 99.9104, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9375, s2.loss_bbox: 0.0124, loss: 0.0993
2022-03-21 06:36:31,280 - mmdet - INFO - Epoch [42][210/336]	lr: 1.938e-08, eta: 0:29:37, time: 0.884, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7946, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0010, s1.acc: 99.9131, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0003, s2.acc: 99.9457, s2.loss_bbox: 0.0125, loss: 0.1006
2022-03-21 06:36:38,600 - mmdet - INFO - Epoch [42][220/336]	lr: 1.938e-08, eta: 0:29:29, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7995, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0010, s1.acc: 99.9201, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9406, s2.loss_bbox: 0.0117, loss: 0.0955
2022-03-21 06:36:46,451 - mmdet - INFO - Epoch [42][230/336]	lr: 1.938e-08, eta: 0:29:20, time: 0.785, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7937, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0011, s1.acc: 99.9138, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9400, s2.loss_bbox: 0.0124, loss: 0.1016
2022-03-21 06:36:54,920 - mmdet - INFO - Epoch [42][240/336]	lr: 1.938e-08, eta: 0:29:12, time: 0.847, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8010, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0012, s1.acc: 99.9087, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9292, s2.loss_bbox: 0.0122, loss: 0.0984
2022-03-21 06:37:02,711 - mmdet - INFO - Epoch [42][250/336]	lr: 1.938e-08, eta: 0:29:04, time: 0.779, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8175, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0009, s1.acc: 99.9230, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9483, s2.loss_bbox: 0.0119, loss: 0.0957
2022-03-21 06:37:10,074 - mmdet - INFO - Epoch [42][260/336]	lr: 1.938e-08, eta: 0:28:55, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7946, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0009, s1.acc: 99.9223, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9572, s2.loss_bbox: 0.0124, loss: 0.0985
2022-03-21 06:37:17,398 - mmdet - INFO - Epoch [42][270/336]	lr: 1.938e-08, eta: 0:28:47, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8007, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0009, s1.acc: 99.9205, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9461, s2.loss_bbox: 0.0123, loss: 0.0980
2022-03-21 06:37:24,948 - mmdet - INFO - Epoch [42][280/336]	lr: 1.938e-08, eta: 0:28:38, time: 0.748, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8074, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0009, s1.acc: 99.9260, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0122, loss: 0.0980
2022-03-21 06:37:32,922 - mmdet - INFO - Epoch [42][290/336]	lr: 1.938e-08, eta: 0:28:30, time: 0.803, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8026, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0011, s1.acc: 99.9123, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9455, s2.loss_bbox: 0.0125, loss: 0.0996
2022-03-21 06:37:41,204 - mmdet - INFO - Epoch [42][300/336]	lr: 1.938e-08, eta: 0:28:22, time: 0.823, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7992, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0009, s1.acc: 99.9266, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0123, loss: 0.0981
2022-03-21 06:37:49,474 - mmdet - INFO - Epoch [42][310/336]	lr: 1.938e-08, eta: 0:28:14, time: 0.827, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8077, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0009, s1.acc: 99.9229, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0003, s2.acc: 99.9449, s2.loss_bbox: 0.0131, loss: 0.1025
2022-03-21 06:37:58,747 - mmdet - INFO - Epoch [42][320/336]	lr: 1.938e-08, eta: 0:28:05, time: 0.927, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7858, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0010, s1.acc: 99.9198, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9464, s2.loss_bbox: 0.0124, loss: 0.1006
2022-03-21 06:38:07,113 - mmdet - INFO - Epoch [42][330/336]	lr: 1.938e-08, eta: 0:27:57, time: 0.843, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8123, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0009, s1.acc: 99.9248, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9477, s2.loss_bbox: 0.0123, loss: 0.0978
2022-03-21 06:38:12,798 - mmdet - INFO - Saving checkpoint at 42 epochs
2022-03-21 06:38:49,625 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:38:49,783 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:38:49,784 - mmdet - INFO - Epoch(val) [42][336]	bbox_mAP: 0.4630, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4620, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.463 0.500 0.493 0.462 0.470 -1.000
2022-03-21 06:39:17,791 - mmdet - INFO - Epoch [43][10/336]	lr: 1.938e-08, eta: 0:27:46, time: 2.799, data_time: 1.869, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7974, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0011, s1.acc: 99.9078, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9458, s2.loss_bbox: 0.0126, loss: 0.1001
2022-03-21 06:39:25,112 - mmdet - INFO - Epoch [43][20/336]	lr: 1.938e-08, eta: 0:27:37, time: 0.732, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8132, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0009, s1.acc: 99.9217, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9501, s2.loss_bbox: 0.0117, loss: 0.0946
2022-03-21 06:39:32,453 - mmdet - INFO - Epoch [43][30/336]	lr: 1.938e-08, eta: 0:27:29, time: 0.734, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8114, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0009, s1.acc: 99.9187, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9464, s2.loss_bbox: 0.0123, loss: 0.0974
2022-03-21 06:39:40,173 - mmdet - INFO - Epoch [43][40/336]	lr: 1.938e-08, eta: 0:27:21, time: 0.773, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8062, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0009, s1.acc: 99.9223, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9445, s2.loss_bbox: 0.0124, loss: 0.0980
2022-03-21 06:39:48,799 - mmdet - INFO - Epoch [43][50/336]	lr: 1.938e-08, eta: 0:27:12, time: 0.862, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7952, s0.loss_bbox: 0.0572, s1.loss_cls: 0.0010, s1.acc: 99.9211, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0003, s2.acc: 99.9476, s2.loss_bbox: 0.0127, loss: 0.1022
2022-03-21 06:39:56,327 - mmdet - INFO - Epoch [43][60/336]	lr: 1.938e-08, eta: 0:27:04, time: 0.753, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7937, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0012, s1.acc: 99.9063, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9475, s2.loss_bbox: 0.0122, loss: 0.0996
2022-03-21 06:40:03,703 - mmdet - INFO - Epoch [43][70/336]	lr: 1.938e-08, eta: 0:26:56, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8062, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0009, s1.acc: 99.9228, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9524, s2.loss_bbox: 0.0121, loss: 0.0975
2022-03-21 06:40:11,456 - mmdet - INFO - Epoch [43][80/336]	lr: 1.938e-08, eta: 0:26:47, time: 0.775, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8050, s0.loss_bbox: 0.0514, s1.loss_cls: 0.0009, s1.acc: 99.9257, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0117, loss: 0.0930
2022-03-21 06:40:19,449 - mmdet - INFO - Epoch [43][90/336]	lr: 1.938e-08, eta: 0:26:39, time: 0.783, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7903, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0013, s1.acc: 99.8857, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0006, s2.acc: 99.9013, s2.loss_bbox: 0.0118, loss: 0.0967
2022-03-21 06:40:26,774 - mmdet - INFO - Epoch [43][100/336]	lr: 1.938e-08, eta: 0:26:30, time: 0.747, data_time: 0.025, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8145, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9360, s2.loss_bbox: 0.0126, loss: 0.0998
2022-03-21 06:40:34,342 - mmdet - INFO - Epoch [43][110/336]	lr: 1.938e-08, eta: 0:26:22, time: 0.758, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7867, s0.loss_bbox: 0.0578, s1.loss_cls: 0.0010, s1.acc: 99.9109, s1.loss_bbox: 0.0266, s2.loss_cls: 0.0004, s2.acc: 99.9329, s2.loss_bbox: 0.0132, loss: 0.1051
2022-03-21 06:40:41,659 - mmdet - INFO - Epoch [43][120/336]	lr: 1.938e-08, eta: 0:26:14, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7845, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0010, s1.acc: 99.9147, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0003, s2.acc: 99.9434, s2.loss_bbox: 0.0128, loss: 0.1014
2022-03-21 06:40:49,008 - mmdet - INFO - Epoch [43][130/336]	lr: 1.938e-08, eta: 0:26:05, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8019, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0009, s1.acc: 99.9242, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9537, s2.loss_bbox: 0.0118, loss: 0.0945
2022-03-21 06:40:56,432 - mmdet - INFO - Epoch [43][140/336]	lr: 1.938e-08, eta: 0:25:57, time: 0.742, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7943, s0.loss_bbox: 0.0570, s1.loss_cls: 0.0009, s1.acc: 99.9192, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0003, s2.acc: 99.9429, s2.loss_bbox: 0.0124, loss: 0.1017
2022-03-21 06:41:04,402 - mmdet - INFO - Epoch [43][150/336]	lr: 1.938e-08, eta: 0:25:48, time: 0.797, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8062, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0010, s1.acc: 99.9132, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9434, s2.loss_bbox: 0.0118, loss: 0.0961
2022-03-21 06:41:11,713 - mmdet - INFO - Epoch [43][160/336]	lr: 1.938e-08, eta: 0:25:40, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8010, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9217, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0125, loss: 0.0989
2022-03-21 06:41:19,055 - mmdet - INFO - Epoch [43][170/336]	lr: 1.938e-08, eta: 0:25:31, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7946, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0009, s1.acc: 99.9141, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9394, s2.loss_bbox: 0.0119, loss: 0.0980
2022-03-21 06:41:26,817 - mmdet - INFO - Epoch [43][180/336]	lr: 1.938e-08, eta: 0:25:23, time: 0.776, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7980, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0009, s1.acc: 99.9217, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0122, loss: 0.0991
2022-03-21 06:41:34,563 - mmdet - INFO - Epoch [43][190/336]	lr: 1.938e-08, eta: 0:25:15, time: 0.774, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8181, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0009, s1.acc: 99.9232, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9381, s2.loss_bbox: 0.0119, loss: 0.0948
2022-03-21 06:41:42,087 - mmdet - INFO - Epoch [43][200/336]	lr: 1.938e-08, eta: 0:25:06, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7879, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0010, s1.acc: 99.9110, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9369, s2.loss_bbox: 0.0127, loss: 0.1020
2022-03-21 06:41:49,463 - mmdet - INFO - Epoch [43][210/336]	lr: 1.938e-08, eta: 0:24:58, time: 0.757, data_time: 0.028, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7928, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0011, s1.acc: 99.9120, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0005, s2.acc: 99.9230, s2.loss_bbox: 0.0121, loss: 0.0966
2022-03-21 06:41:56,818 - mmdet - INFO - Epoch [43][220/336]	lr: 1.938e-08, eta: 0:24:50, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7891, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0008, s1.acc: 99.9333, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9482, s2.loss_bbox: 0.0121, loss: 0.0970
2022-03-21 06:42:04,185 - mmdet - INFO - Epoch [43][230/336]	lr: 1.938e-08, eta: 0:24:41, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8038, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0009, s1.acc: 99.9260, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9345, s2.loss_bbox: 0.0124, loss: 0.0984
2022-03-21 06:42:11,568 - mmdet - INFO - Epoch [43][240/336]	lr: 1.938e-08, eta: 0:24:33, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7900, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9174, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9374, s2.loss_bbox: 0.0126, loss: 0.0990
2022-03-21 06:42:19,028 - mmdet - INFO - Epoch [43][250/336]	lr: 1.938e-08, eta: 0:24:24, time: 0.746, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7968, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9522, s2.loss_bbox: 0.0123, loss: 0.0979
2022-03-21 06:42:26,353 - mmdet - INFO - Epoch [43][260/336]	lr: 1.938e-08, eta: 0:24:16, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7961, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0010, s1.acc: 99.9205, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9339, s2.loss_bbox: 0.0121, loss: 0.0968
2022-03-21 06:42:33,713 - mmdet - INFO - Epoch [43][270/336]	lr: 1.938e-08, eta: 0:24:07, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8001, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0011, s1.acc: 99.9113, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0005, s2.acc: 99.9330, s2.loss_bbox: 0.0118, loss: 0.0962
2022-03-21 06:42:41,660 - mmdet - INFO - Epoch [43][280/336]	lr: 1.938e-08, eta: 0:23:59, time: 0.781, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8083, s0.loss_bbox: 0.0523, s1.loss_cls: 0.0010, s1.acc: 99.9165, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9503, s2.loss_bbox: 0.0119, loss: 0.0947
2022-03-21 06:42:51,061 - mmdet - INFO - Epoch [43][290/336]	lr: 1.938e-08, eta: 0:23:51, time: 0.947, data_time: 0.022, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8108, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0010, s1.acc: 99.9244, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9501, s2.loss_bbox: 0.0119, loss: 0.0953
2022-03-21 06:42:59,192 - mmdet - INFO - Epoch [43][300/336]	lr: 1.938e-08, eta: 0:23:43, time: 0.820, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8117, s0.loss_bbox: 0.0518, s1.loss_cls: 0.0010, s1.acc: 99.9174, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9495, s2.loss_bbox: 0.0117, loss: 0.0935
2022-03-21 06:43:06,548 - mmdet - INFO - Epoch [43][310/336]	lr: 1.938e-08, eta: 0:23:34, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8032, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9155, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9473, s2.loss_bbox: 0.0125, loss: 0.0989
2022-03-21 06:43:13,856 - mmdet - INFO - Epoch [43][320/336]	lr: 1.938e-08, eta: 0:23:26, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0045, s0.acc: 99.8248, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0008, s1.acc: 99.9313, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0003, s2.acc: 99.9538, s2.loss_bbox: 0.0117, loss: 0.0932
2022-03-21 06:43:21,203 - mmdet - INFO - Epoch [43][330/336]	lr: 1.938e-08, eta: 0:23:17, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7864, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0012, s1.acc: 99.9018, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9378, s2.loss_bbox: 0.0125, loss: 0.1002
2022-03-21 06:43:26,514 - mmdet - INFO - Saving checkpoint at 43 epochs
2022-03-21 06:44:03,401 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:44:03,770 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:44:03,770 - mmdet - INFO - Epoch(val) [43][336]	bbox_mAP: 0.4610, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4610, bbox_mAP_m: 0.4710, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.461 0.500 0.493 0.461 0.471 -1.000
2022-03-21 06:44:30,262 - mmdet - INFO - Epoch [44][10/336]	lr: 1.938e-08, eta: 0:23:06, time: 2.648, data_time: 1.837, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7815, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0012, s1.acc: 99.9073, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0004, s2.acc: 99.9409, s2.loss_bbox: 0.0125, loss: 0.1015
2022-03-21 06:44:37,551 - mmdet - INFO - Epoch [44][20/336]	lr: 1.938e-08, eta: 0:22:57, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7827, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0011, s1.acc: 99.9165, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0122, loss: 0.0974
2022-03-21 06:44:46,157 - mmdet - INFO - Epoch [44][30/336]	lr: 1.938e-08, eta: 0:22:49, time: 0.862, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8221, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0009, s1.acc: 99.9221, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0003, s2.acc: 99.9480, s2.loss_bbox: 0.0124, loss: 0.0974
2022-03-21 06:44:55,436 - mmdet - INFO - Epoch [44][40/336]	lr: 1.938e-08, eta: 0:22:41, time: 0.928, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7958, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0004, s2.acc: 99.9397, s2.loss_bbox: 0.0116, loss: 0.0976
2022-03-21 06:45:03,372 - mmdet - INFO - Epoch [44][50/336]	lr: 1.938e-08, eta: 0:22:32, time: 0.793, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7958, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0011, s1.acc: 99.9076, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0005, s2.acc: 99.9339, s2.loss_bbox: 0.0122, loss: 0.0987
2022-03-21 06:45:11,713 - mmdet - INFO - Epoch [44][60/336]	lr: 1.938e-08, eta: 0:22:24, time: 0.827, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7989, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9137, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0005, s2.acc: 99.9326, s2.loss_bbox: 0.0121, loss: 0.0985
2022-03-21 06:45:19,481 - mmdet - INFO - Epoch [44][70/336]	lr: 1.938e-08, eta: 0:22:16, time: 0.784, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8096, s0.loss_bbox: 0.0521, s1.loss_cls: 0.0010, s1.acc: 99.9190, s1.loss_bbox: 0.0232, s2.loss_cls: 0.0003, s2.acc: 99.9470, s2.loss_bbox: 0.0116, loss: 0.0934
2022-03-21 06:45:26,820 - mmdet - INFO - Epoch [44][80/336]	lr: 1.938e-08, eta: 0:22:07, time: 0.734, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0050, s0.acc: 99.8019, s0.loss_bbox: 0.0510, s1.loss_cls: 0.0010, s1.acc: 99.9144, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0003, s2.acc: 99.9483, s2.loss_bbox: 0.0117, loss: 0.0927
2022-03-21 06:45:34,169 - mmdet - INFO - Epoch [44][90/336]	lr: 1.938e-08, eta: 0:21:59, time: 0.735, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.7983, s0.loss_bbox: 0.0519, s1.loss_cls: 0.0009, s1.acc: 99.9288, s1.loss_bbox: 0.0228, s2.loss_cls: 0.0004, s2.acc: 99.9434, s2.loss_bbox: 0.0114, loss: 0.0927
2022-03-21 06:45:41,661 - mmdet - INFO - Epoch [44][100/336]	lr: 1.938e-08, eta: 0:21:51, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7894, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0009, s1.acc: 99.9233, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9443, s2.loss_bbox: 0.0121, loss: 0.0965
2022-03-21 06:45:49,101 - mmdet - INFO - Epoch [44][110/336]	lr: 1.938e-08, eta: 0:21:42, time: 0.744, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7842, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0013, s1.acc: 99.9007, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0128, loss: 0.1025
2022-03-21 06:45:56,390 - mmdet - INFO - Epoch [44][120/336]	lr: 1.938e-08, eta: 0:21:34, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8099, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0010, s1.acc: 99.9169, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9526, s2.loss_bbox: 0.0121, loss: 0.0971
2022-03-21 06:46:03,749 - mmdet - INFO - Epoch [44][130/336]	lr: 1.938e-08, eta: 0:21:25, time: 0.736, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8047, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0012, s1.acc: 99.9055, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9382, s2.loss_bbox: 0.0119, loss: 0.0963
2022-03-21 06:46:11,882 - mmdet - INFO - Epoch [44][140/336]	lr: 1.938e-08, eta: 0:21:17, time: 0.796, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8126, s0.loss_bbox: 0.0523, s1.loss_cls: 0.0009, s1.acc: 99.9227, s1.loss_bbox: 0.0236, s2.loss_cls: 0.0003, s2.acc: 99.9471, s2.loss_bbox: 0.0116, loss: 0.0939
2022-03-21 06:46:19,390 - mmdet - INFO - Epoch [44][150/336]	lr: 1.938e-08, eta: 0:21:09, time: 0.769, data_time: 0.027, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7870, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0011, s1.acc: 99.9125, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9501, s2.loss_bbox: 0.0127, loss: 0.1033
2022-03-21 06:46:26,889 - mmdet - INFO - Epoch [44][160/336]	lr: 1.938e-08, eta: 0:21:00, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8227, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0009, s1.acc: 99.9147, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9323, s2.loss_bbox: 0.0120, loss: 0.0956
2022-03-21 06:46:34,266 - mmdet - INFO - Epoch [44][170/336]	lr: 1.938e-08, eta: 0:20:52, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7797, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0011, s1.acc: 99.9082, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9525, s2.loss_bbox: 0.0127, loss: 0.1038
2022-03-21 06:46:41,555 - mmdet - INFO - Epoch [44][180/336]	lr: 1.938e-08, eta: 0:20:44, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8129, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0009, s1.acc: 99.9211, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9488, s2.loss_bbox: 0.0121, loss: 0.0967
2022-03-21 06:46:48,867 - mmdet - INFO - Epoch [44][190/336]	lr: 1.938e-08, eta: 0:20:35, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0049, s0.acc: 99.8077, s0.loss_bbox: 0.0528, s1.loss_cls: 0.0009, s1.acc: 99.9278, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9455, s2.loss_bbox: 0.0118, loss: 0.0952
2022-03-21 06:46:56,325 - mmdet - INFO - Epoch [44][200/336]	lr: 1.938e-08, eta: 0:20:27, time: 0.746, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8132, s0.loss_bbox: 0.0576, s1.loss_cls: 0.0011, s1.acc: 99.9058, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0128, loss: 0.1035
2022-03-21 06:47:03,715 - mmdet - INFO - Epoch [44][210/336]	lr: 1.938e-08, eta: 0:20:18, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8105, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0009, s1.acc: 99.9180, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9381, s2.loss_bbox: 0.0118, loss: 0.0958
2022-03-21 06:47:11,043 - mmdet - INFO - Epoch [44][220/336]	lr: 1.938e-08, eta: 0:20:10, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8050, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0010, s1.acc: 99.9116, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0004, s2.acc: 99.9353, s2.loss_bbox: 0.0121, loss: 0.0962
2022-03-21 06:47:18,646 - mmdet - INFO - Epoch [44][230/336]	lr: 1.938e-08, eta: 0:20:02, time: 0.760, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7879, s0.loss_bbox: 0.0553, s1.loss_cls: 0.0011, s1.acc: 99.9144, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9535, s2.loss_bbox: 0.0121, loss: 0.0996
2022-03-21 06:47:26,490 - mmdet - INFO - Epoch [44][240/336]	lr: 1.938e-08, eta: 0:19:53, time: 0.784, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8010, s0.loss_bbox: 0.0527, s1.loss_cls: 0.0009, s1.acc: 99.9328, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9450, s2.loss_bbox: 0.0121, loss: 0.0951
2022-03-21 06:47:34,006 - mmdet - INFO - Epoch [44][250/336]	lr: 1.938e-08, eta: 0:19:45, time: 0.752, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8062, s0.loss_bbox: 0.0516, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0233, s2.loss_cls: 0.0003, s2.acc: 99.9440, s2.loss_bbox: 0.0114, loss: 0.0927
2022-03-21 06:47:41,577 - mmdet - INFO - Epoch [44][260/336]	lr: 1.938e-08, eta: 0:19:37, time: 0.757, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7803, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0010, s1.acc: 99.9195, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0003, s2.acc: 99.9454, s2.loss_bbox: 0.0128, loss: 0.1035
2022-03-21 06:47:48,889 - mmdet - INFO - Epoch [44][270/336]	lr: 1.938e-08, eta: 0:19:28, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7919, s0.loss_bbox: 0.0578, s1.loss_cls: 0.0010, s1.acc: 99.9153, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9288, s2.loss_bbox: 0.0128, loss: 0.1034
2022-03-21 06:47:56,223 - mmdet - INFO - Epoch [44][280/336]	lr: 1.938e-08, eta: 0:19:20, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8053, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0010, s1.acc: 99.9210, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9362, s2.loss_bbox: 0.0127, loss: 0.1013
2022-03-21 06:48:03,595 - mmdet - INFO - Epoch [44][290/336]	lr: 1.938e-08, eta: 0:19:11, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8007, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0011, s1.acc: 99.9211, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9458, s2.loss_bbox: 0.0127, loss: 0.1003
2022-03-21 06:48:11,037 - mmdet - INFO - Epoch [44][300/336]	lr: 1.938e-08, eta: 0:19:03, time: 0.744, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8019, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0009, s1.acc: 99.9279, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9517, s2.loss_bbox: 0.0121, loss: 0.0978
2022-03-21 06:48:18,323 - mmdet - INFO - Epoch [44][310/336]	lr: 1.938e-08, eta: 0:18:55, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7922, s0.loss_bbox: 0.0563, s1.loss_cls: 0.0011, s1.acc: 99.8977, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9288, s2.loss_bbox: 0.0129, loss: 0.1024
2022-03-21 06:48:25,689 - mmdet - INFO - Epoch [44][320/336]	lr: 1.938e-08, eta: 0:18:46, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8016, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0010, s1.acc: 99.9168, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9431, s2.loss_bbox: 0.0129, loss: 0.1031
2022-03-21 06:48:33,376 - mmdet - INFO - Epoch [44][330/336]	lr: 1.938e-08, eta: 0:18:38, time: 0.769, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8013, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9188, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9393, s2.loss_bbox: 0.0120, loss: 0.0973
2022-03-21 06:48:39,256 - mmdet - INFO - Saving checkpoint at 44 epochs
2022-03-21 06:49:15,836 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:49:15,992 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:49:15,993 - mmdet - INFO - Epoch(val) [44][336]	bbox_mAP: 0.4630, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4630, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.463 0.500 0.493 0.463 0.470 -1.000
2022-03-21 06:49:42,502 - mmdet - INFO - Epoch [45][10/336]	lr: 1.938e-08, eta: 0:18:26, time: 2.649, data_time: 1.892, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7894, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0011, s1.acc: 99.9145, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0006, s2.acc: 99.9254, s2.loss_bbox: 0.0123, loss: 0.1000
2022-03-21 06:49:50,022 - mmdet - INFO - Epoch [45][20/336]	lr: 1.938e-08, eta: 0:18:18, time: 0.752, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0061, s0.acc: 99.7702, s0.loss_bbox: 0.0576, s1.loss_cls: 0.0014, s1.acc: 99.9017, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0005, s2.acc: 99.9201, s2.loss_bbox: 0.0130, loss: 0.1056
2022-03-21 06:49:57,426 - mmdet - INFO - Epoch [45][30/336]	lr: 1.938e-08, eta: 0:18:09, time: 0.741, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7906, s0.loss_bbox: 0.0532, s1.loss_cls: 0.0010, s1.acc: 99.9163, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9483, s2.loss_bbox: 0.0122, loss: 0.0967
2022-03-21 06:50:04,839 - mmdet - INFO - Epoch [45][40/336]	lr: 1.938e-08, eta: 0:18:01, time: 0.741, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8050, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0009, s1.acc: 99.9171, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9418, s2.loss_bbox: 0.0119, loss: 0.0963
2022-03-21 06:50:12,348 - mmdet - INFO - Epoch [45][50/336]	lr: 1.938e-08, eta: 0:17:52, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8090, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0009, s1.acc: 99.9276, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9486, s2.loss_bbox: 0.0119, loss: 0.0957
2022-03-21 06:50:19,683 - mmdet - INFO - Epoch [45][60/336]	lr: 1.938e-08, eta: 0:17:44, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0058, s0.acc: 99.7839, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0012, s1.acc: 99.9088, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0005, s2.acc: 99.9229, s2.loss_bbox: 0.0124, loss: 0.1004
2022-03-21 06:50:27,048 - mmdet - INFO - Epoch [45][70/336]	lr: 1.938e-08, eta: 0:17:36, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8062, s0.loss_bbox: 0.0578, s1.loss_cls: 0.0010, s1.acc: 99.9193, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0003, s2.acc: 99.9454, s2.loss_bbox: 0.0132, loss: 0.1037
2022-03-21 06:50:34,507 - mmdet - INFO - Epoch [45][80/336]	lr: 1.938e-08, eta: 0:17:27, time: 0.739, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7968, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0009, s1.acc: 99.9207, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9392, s2.loss_bbox: 0.0129, loss: 0.1032
2022-03-21 06:50:43,975 - mmdet - INFO - Epoch [45][90/336]	lr: 1.938e-08, eta: 0:17:19, time: 0.947, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8126, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9329, s2.loss_bbox: 0.0124, loss: 0.0991
2022-03-21 06:50:53,429 - mmdet - INFO - Epoch [45][100/336]	lr: 1.938e-08, eta: 0:17:11, time: 0.945, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8087, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9107, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9412, s2.loss_bbox: 0.0118, loss: 0.0965
2022-03-21 06:51:02,726 - mmdet - INFO - Epoch [45][110/336]	lr: 1.938e-08, eta: 0:17:03, time: 0.930, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0046, s0.acc: 99.8141, s0.loss_bbox: 0.0525, s1.loss_cls: 0.0009, s1.acc: 99.9223, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9508, s2.loss_bbox: 0.0116, loss: 0.0938
2022-03-21 06:51:11,945 - mmdet - INFO - Epoch [45][120/336]	lr: 1.938e-08, eta: 0:16:55, time: 0.922, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8203, s0.loss_bbox: 0.0518, s1.loss_cls: 0.0010, s1.acc: 99.9202, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9504, s2.loss_bbox: 0.0118, loss: 0.0941
2022-03-21 06:51:20,004 - mmdet - INFO - Epoch [45][130/336]	lr: 1.938e-08, eta: 0:16:46, time: 0.806, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7900, s0.loss_bbox: 0.0562, s1.loss_cls: 0.0014, s1.acc: 99.8982, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0006, s2.acc: 99.9244, s2.loss_bbox: 0.0131, loss: 0.1031
2022-03-21 06:51:28,177 - mmdet - INFO - Epoch [45][140/336]	lr: 1.938e-08, eta: 0:16:38, time: 0.824, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8117, s0.loss_bbox: 0.0514, s1.loss_cls: 0.0009, s1.acc: 99.9233, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9462, s2.loss_bbox: 0.0115, loss: 0.0928
2022-03-21 06:51:35,797 - mmdet - INFO - Epoch [45][150/336]	lr: 1.938e-08, eta: 0:16:30, time: 0.762, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8035, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9193, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9458, s2.loss_bbox: 0.0120, loss: 0.0970
2022-03-21 06:51:43,197 - mmdet - INFO - Epoch [45][160/336]	lr: 1.938e-08, eta: 0:16:21, time: 0.740, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7958, s0.loss_bbox: 0.0560, s1.loss_cls: 0.0010, s1.acc: 99.9152, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9325, s2.loss_bbox: 0.0126, loss: 0.1011
2022-03-21 06:51:50,526 - mmdet - INFO - Epoch [45][170/336]	lr: 1.938e-08, eta: 0:16:13, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8016, s0.loss_bbox: 0.0556, s1.loss_cls: 0.0010, s1.acc: 99.9089, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9301, s2.loss_bbox: 0.0124, loss: 0.0995
2022-03-21 06:51:57,838 - mmdet - INFO - Epoch [45][180/336]	lr: 1.938e-08, eta: 0:16:05, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8022, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0008, s1.acc: 99.9332, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9411, s2.loss_bbox: 0.0125, loss: 0.0984
2022-03-21 06:52:05,730 - mmdet - INFO - Epoch [45][190/336]	lr: 1.938e-08, eta: 0:15:56, time: 0.789, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8145, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9479, s2.loss_bbox: 0.0123, loss: 0.0984
2022-03-21 06:52:13,354 - mmdet - INFO - Epoch [45][200/336]	lr: 1.938e-08, eta: 0:15:48, time: 0.763, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7794, s0.loss_bbox: 0.0568, s1.loss_cls: 0.0011, s1.acc: 99.9119, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9262, s2.loss_bbox: 0.0127, loss: 0.1025
2022-03-21 06:52:21,032 - mmdet - INFO - Epoch [45][210/336]	lr: 1.938e-08, eta: 0:15:40, time: 0.768, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8013, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0009, s1.acc: 99.9312, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9486, s2.loss_bbox: 0.0118, loss: 0.0967
2022-03-21 06:52:28,364 - mmdet - INFO - Epoch [45][220/336]	lr: 1.938e-08, eta: 0:15:31, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7781, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0010, s1.acc: 99.9168, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9397, s2.loss_bbox: 0.0127, loss: 0.1006
2022-03-21 06:52:35,675 - mmdet - INFO - Epoch [45][230/336]	lr: 1.938e-08, eta: 0:15:23, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8001, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9156, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0003, s2.acc: 99.9437, s2.loss_bbox: 0.0123, loss: 0.0986
2022-03-21 06:52:43,052 - mmdet - INFO - Epoch [45][240/336]	lr: 1.938e-08, eta: 0:15:14, time: 0.738, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8178, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0011, s1.acc: 99.9135, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0005, s2.acc: 99.9257, s2.loss_bbox: 0.0116, loss: 0.0951
2022-03-21 06:52:51,250 - mmdet - INFO - Epoch [45][250/336]	lr: 1.938e-08, eta: 0:15:06, time: 0.821, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8019, s0.loss_bbox: 0.0527, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9458, s2.loss_bbox: 0.0118, loss: 0.0948
2022-03-21 06:53:00,201 - mmdet - INFO - Epoch [45][260/336]	lr: 1.938e-08, eta: 0:14:58, time: 0.895, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0045, s0.acc: 99.8181, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0009, s1.acc: 99.9294, s1.loss_bbox: 0.0229, s2.loss_cls: 0.0003, s2.acc: 99.9431, s2.loss_bbox: 0.0114, loss: 0.0919
2022-03-21 06:53:09,125 - mmdet - INFO - Epoch [45][270/336]	lr: 1.938e-08, eta: 0:14:50, time: 0.892, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7949, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0010, s1.acc: 99.9187, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9456, s2.loss_bbox: 0.0120, loss: 0.0955
2022-03-21 06:53:16,704 - mmdet - INFO - Epoch [45][280/336]	lr: 1.938e-08, eta: 0:14:41, time: 0.757, data_time: 0.008, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8175, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0232, s2.loss_cls: 0.0003, s2.acc: 99.9495, s2.loss_bbox: 0.0116, loss: 0.0930
2022-03-21 06:53:24,680 - mmdet - INFO - Epoch [45][290/336]	lr: 1.938e-08, eta: 0:14:33, time: 0.798, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8056, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0010, s1.acc: 99.9251, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9455, s2.loss_bbox: 0.0125, loss: 0.0993
2022-03-21 06:53:32,495 - mmdet - INFO - Epoch [45][300/336]	lr: 1.938e-08, eta: 0:14:25, time: 0.781, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8032, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0010, s1.acc: 99.9153, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9479, s2.loss_bbox: 0.0119, loss: 0.0957
2022-03-21 06:53:40,001 - mmdet - INFO - Epoch [45][310/336]	lr: 1.938e-08, eta: 0:14:16, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8007, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0011, s1.acc: 99.9110, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9357, s2.loss_bbox: 0.0127, loss: 0.1006
2022-03-21 06:53:47,296 - mmdet - INFO - Epoch [45][320/336]	lr: 1.938e-08, eta: 0:14:08, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7806, s0.loss_bbox: 0.0582, s1.loss_cls: 0.0010, s1.acc: 99.9192, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0003, s2.acc: 99.9418, s2.loss_bbox: 0.0130, loss: 0.1051
2022-03-21 06:53:54,615 - mmdet - INFO - Epoch [45][330/336]	lr: 1.938e-08, eta: 0:14:00, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7855, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0011, s1.acc: 99.9137, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9461, s2.loss_bbox: 0.0123, loss: 0.0991
2022-03-21 06:54:00,050 - mmdet - INFO - Saving checkpoint at 45 epochs
2022-03-21 06:54:37,137 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:54:37,293 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:54:37,294 - mmdet - INFO - Epoch(val) [45][336]	bbox_mAP: 0.4620, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4620, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.462 0.500 0.493 0.462 0.470 -1.000
2022-03-21 06:55:03,922 - mmdet - INFO - Epoch [46][10/336]	lr: 1.938e-08, eta: 0:13:47, time: 2.661, data_time: 1.924, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8047, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0010, s1.acc: 99.9122, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0004, s2.acc: 99.9421, s2.loss_bbox: 0.0122, loss: 0.0982
2022-03-21 06:55:11,240 - mmdet - INFO - Epoch [46][20/336]	lr: 1.938e-08, eta: 0:13:39, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0047, s0.acc: 99.8077, s0.loss_bbox: 0.0519, s1.loss_cls: 0.0009, s1.acc: 99.9239, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0003, s2.acc: 99.9559, s2.loss_bbox: 0.0117, loss: 0.0933
2022-03-21 06:55:18,582 - mmdet - INFO - Epoch [46][30/336]	lr: 1.938e-08, eta: 0:13:31, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7699, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0012, s1.acc: 99.9088, s1.loss_bbox: 0.0264, s2.loss_cls: 0.0004, s2.acc: 99.9371, s2.loss_bbox: 0.0130, loss: 0.1051
2022-03-21 06:55:26,314 - mmdet - INFO - Epoch [46][40/336]	lr: 1.938e-08, eta: 0:13:22, time: 0.773, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7906, s0.loss_bbox: 0.0565, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9292, s2.loss_bbox: 0.0128, loss: 0.1021
2022-03-21 06:55:33,830 - mmdet - INFO - Epoch [46][50/336]	lr: 1.938e-08, eta: 0:13:14, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8227, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9174, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9472, s2.loss_bbox: 0.0117, loss: 0.0955
2022-03-21 06:55:41,721 - mmdet - INFO - Epoch [46][60/336]	lr: 1.938e-08, eta: 0:13:06, time: 0.789, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7882, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0010, s1.acc: 99.9156, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9271, s2.loss_bbox: 0.0119, loss: 0.0977
2022-03-21 06:55:49,278 - mmdet - INFO - Epoch [46][70/336]	lr: 1.938e-08, eta: 0:12:57, time: 0.756, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8154, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0011, s1.acc: 99.9113, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0121, loss: 0.0965
2022-03-21 06:55:56,615 - mmdet - INFO - Epoch [46][80/336]	lr: 1.938e-08, eta: 0:12:49, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7873, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0013, s1.acc: 99.8991, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9327, s2.loss_bbox: 0.0119, loss: 0.0972
2022-03-21 06:56:03,993 - mmdet - INFO - Epoch [46][90/336]	lr: 1.938e-08, eta: 0:12:41, time: 0.738, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8026, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0010, s1.acc: 99.9201, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0003, s2.acc: 99.9534, s2.loss_bbox: 0.0125, loss: 0.0990
2022-03-21 06:56:11,505 - mmdet - INFO - Epoch [46][100/336]	lr: 1.938e-08, eta: 0:12:32, time: 0.751, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7958, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0010, s1.acc: 99.9232, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9353, s2.loss_bbox: 0.0121, loss: 0.0986
2022-03-21 06:56:18,861 - mmdet - INFO - Epoch [46][110/336]	lr: 1.938e-08, eta: 0:12:24, time: 0.736, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8059, s0.loss_bbox: 0.0527, s1.loss_cls: 0.0009, s1.acc: 99.9310, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9550, s2.loss_bbox: 0.0120, loss: 0.0951
2022-03-21 06:56:26,229 - mmdet - INFO - Epoch [46][120/336]	lr: 1.938e-08, eta: 0:12:16, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8077, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0009, s1.acc: 99.9223, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9491, s2.loss_bbox: 0.0123, loss: 0.0992
2022-03-21 06:56:33,487 - mmdet - INFO - Epoch [46][130/336]	lr: 1.938e-08, eta: 0:12:07, time: 0.726, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7787, s0.loss_bbox: 0.0577, s1.loss_cls: 0.0013, s1.acc: 99.8920, s1.loss_bbox: 0.0261, s2.loss_cls: 0.0005, s2.acc: 99.9266, s2.loss_bbox: 0.0129, loss: 0.1048
2022-03-21 06:56:41,155 - mmdet - INFO - Epoch [46][140/336]	lr: 1.938e-08, eta: 0:11:59, time: 0.767, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7980, s0.loss_bbox: 0.0581, s1.loss_cls: 0.0010, s1.acc: 99.9064, s1.loss_bbox: 0.0265, s2.loss_cls: 0.0004, s2.acc: 99.9418, s2.loss_bbox: 0.0133, loss: 0.1050
2022-03-21 06:56:48,785 - mmdet - INFO - Epoch [46][150/336]	lr: 1.938e-08, eta: 0:11:51, time: 0.763, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7913, s0.loss_bbox: 0.0570, s1.loss_cls: 0.0010, s1.acc: 99.9161, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9452, s2.loss_bbox: 0.0128, loss: 0.1031
2022-03-21 06:56:56,258 - mmdet - INFO - Epoch [46][160/336]	lr: 1.938e-08, eta: 0:11:42, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8007, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0009, s1.acc: 99.9186, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9440, s2.loss_bbox: 0.0119, loss: 0.0965
2022-03-21 06:57:03,763 - mmdet - INFO - Epoch [46][170/336]	lr: 1.938e-08, eta: 0:11:34, time: 0.750, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7861, s0.loss_bbox: 0.0589, s1.loss_cls: 0.0010, s1.acc: 99.9208, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0004, s2.acc: 99.9368, s2.loss_bbox: 0.0129, loss: 0.1049
2022-03-21 06:57:11,066 - mmdet - INFO - Epoch [46][180/336]	lr: 1.938e-08, eta: 0:11:26, time: 0.730, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8016, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9187, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9501, s2.loss_bbox: 0.0116, loss: 0.0947
2022-03-21 06:57:18,357 - mmdet - INFO - Epoch [46][190/336]	lr: 1.938e-08, eta: 0:11:17, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8016, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0010, s1.acc: 99.9193, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9339, s2.loss_bbox: 0.0122, loss: 0.0971
2022-03-21 06:57:25,878 - mmdet - INFO - Epoch [46][200/336]	lr: 1.938e-08, eta: 0:11:09, time: 0.752, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.8004, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0011, s1.acc: 99.9094, s1.loss_bbox: 0.0258, s2.loss_cls: 0.0004, s2.acc: 99.9415, s2.loss_bbox: 0.0128, loss: 0.1024
2022-03-21 06:57:33,209 - mmdet - INFO - Epoch [46][210/336]	lr: 1.938e-08, eta: 0:11:01, time: 0.733, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.8029, s0.loss_bbox: 0.0538, s1.loss_cls: 0.0011, s1.acc: 99.9180, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9403, s2.loss_bbox: 0.0121, loss: 0.0978
2022-03-21 06:57:40,485 - mmdet - INFO - Epoch [46][220/336]	lr: 1.938e-08, eta: 0:10:52, time: 0.728, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8221, s0.loss_bbox: 0.0515, s1.loss_cls: 0.0009, s1.acc: 99.9275, s1.loss_bbox: 0.0229, s2.loss_cls: 0.0004, s2.acc: 99.9400, s2.loss_bbox: 0.0113, loss: 0.0920
2022-03-21 06:57:47,796 - mmdet - INFO - Epoch [46][230/336]	lr: 1.938e-08, eta: 0:10:44, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7916, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0012, s1.acc: 99.9052, s1.loss_bbox: 0.0262, s2.loss_cls: 0.0004, s2.acc: 99.9266, s2.loss_bbox: 0.0130, loss: 0.1038
2022-03-21 06:57:55,470 - mmdet - INFO - Epoch [46][240/336]	lr: 1.938e-08, eta: 0:10:36, time: 0.767, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7913, s0.loss_bbox: 0.0534, s1.loss_cls: 0.0011, s1.acc: 99.9129, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9354, s2.loss_bbox: 0.0118, loss: 0.0964
2022-03-21 06:58:03,292 - mmdet - INFO - Epoch [46][250/336]	lr: 1.938e-08, eta: 0:10:27, time: 0.782, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8239, s0.loss_bbox: 0.0554, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9379, s2.loss_bbox: 0.0123, loss: 0.0988
2022-03-21 06:58:10,741 - mmdet - INFO - Epoch [46][260/336]	lr: 1.938e-08, eta: 0:10:19, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0046, s0.acc: 99.8138, s0.loss_bbox: 0.0509, s1.loss_cls: 0.0009, s1.acc: 99.9245, s1.loss_bbox: 0.0229, s2.loss_cls: 0.0004, s2.acc: 99.9431, s2.loss_bbox: 0.0114, loss: 0.0915
2022-03-21 06:58:18,239 - mmdet - INFO - Epoch [46][270/336]	lr: 1.938e-08, eta: 0:10:11, time: 0.750, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8013, s0.loss_bbox: 0.0569, s1.loss_cls: 0.0012, s1.acc: 99.8924, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9335, s2.loss_bbox: 0.0127, loss: 0.1025
2022-03-21 06:58:25,552 - mmdet - INFO - Epoch [46][280/336]	lr: 1.938e-08, eta: 0:10:02, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7998, s0.loss_bbox: 0.0555, s1.loss_cls: 0.0010, s1.acc: 99.9190, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9449, s2.loss_bbox: 0.0124, loss: 0.1000
2022-03-21 06:58:32,836 - mmdet - INFO - Epoch [46][290/336]	lr: 1.938e-08, eta: 0:09:54, time: 0.729, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8001, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0009, s1.acc: 99.9242, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9459, s2.loss_bbox: 0.0121, loss: 0.0957
2022-03-21 06:58:40,319 - mmdet - INFO - Epoch [46][300/336]	lr: 1.938e-08, eta: 0:09:46, time: 0.748, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7949, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0010, s1.acc: 99.9172, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9388, s2.loss_bbox: 0.0122, loss: 0.0984
2022-03-21 06:58:47,626 - mmdet - INFO - Epoch [46][310/336]	lr: 1.938e-08, eta: 0:09:37, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7873, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9193, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9507, s2.loss_bbox: 0.0124, loss: 0.0992
2022-03-21 06:58:54,996 - mmdet - INFO - Epoch [46][320/336]	lr: 1.938e-08, eta: 0:09:29, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.8047, s0.loss_bbox: 0.0529, s1.loss_cls: 0.0010, s1.acc: 99.9099, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9544, s2.loss_bbox: 0.0119, loss: 0.0959
2022-03-21 06:59:02,308 - mmdet - INFO - Epoch [46][330/336]	lr: 1.938e-08, eta: 0:09:21, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7955, s0.loss_bbox: 0.0561, s1.loss_cls: 0.0011, s1.acc: 99.9069, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0004, s2.acc: 99.9334, s2.loss_bbox: 0.0128, loss: 0.1015
2022-03-21 06:59:07,861 - mmdet - INFO - Saving checkpoint at 46 epochs
2022-03-21 06:59:44,817 - mmdet - INFO - Evaluating bbox...
2022-03-21 06:59:44,976 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 06:59:44,976 - mmdet - INFO - Epoch(val) [46][336]	bbox_mAP: 0.4620, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4620, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.462 0.500 0.493 0.462 0.470 -1.000
2022-03-21 07:00:12,321 - mmdet - INFO - Epoch [47][10/336]	lr: 1.938e-08, eta: 0:09:08, time: 2.733, data_time: 1.889, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7952, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0010, s1.acc: 99.9170, s1.loss_bbox: 0.0247, s2.loss_cls: 0.0004, s2.acc: 99.9393, s2.loss_bbox: 0.0123, loss: 0.0986
2022-03-21 07:00:20,001 - mmdet - INFO - Epoch [47][20/336]	lr: 1.938e-08, eta: 0:09:00, time: 0.769, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8111, s0.loss_bbox: 0.0517, s1.loss_cls: 0.0008, s1.acc: 99.9279, s1.loss_bbox: 0.0231, s2.loss_cls: 0.0003, s2.acc: 99.9495, s2.loss_bbox: 0.0114, loss: 0.0925
2022-03-21 07:00:27,942 - mmdet - INFO - Epoch [47][30/336]	lr: 1.938e-08, eta: 0:08:51, time: 0.793, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0057, s0.acc: 99.7726, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0012, s1.acc: 99.8935, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0005, s2.acc: 99.9126, s2.loss_bbox: 0.0130, loss: 0.1048
2022-03-21 07:00:35,260 - mmdet - INFO - Epoch [47][40/336]	lr: 1.938e-08, eta: 0:08:43, time: 0.732, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8062, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0009, s1.acc: 99.9291, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9465, s2.loss_bbox: 0.0118, loss: 0.0960
2022-03-21 07:00:42,760 - mmdet - INFO - Epoch [47][50/336]	lr: 1.938e-08, eta: 0:08:35, time: 0.750, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7977, s0.loss_bbox: 0.0573, s1.loss_cls: 0.0010, s1.acc: 99.9175, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0004, s2.acc: 99.9419, s2.loss_bbox: 0.0129, loss: 0.1031
2022-03-21 07:00:50,073 - mmdet - INFO - Epoch [47][60/336]	lr: 1.938e-08, eta: 0:08:26, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8181, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0009, s1.acc: 99.9180, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0003, s2.acc: 99.9372, s2.loss_bbox: 0.0118, loss: 0.0952
2022-03-21 07:00:57,356 - mmdet - INFO - Epoch [47][70/336]	lr: 1.938e-08, eta: 0:08:18, time: 0.728, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8059, s0.loss_bbox: 0.0544, s1.loss_cls: 0.0009, s1.acc: 99.9202, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9463, s2.loss_bbox: 0.0122, loss: 0.0975
2022-03-21 07:01:04,661 - mmdet - INFO - Epoch [47][80/336]	lr: 1.938e-08, eta: 0:08:10, time: 0.731, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8065, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0009, s1.acc: 99.9229, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9470, s2.loss_bbox: 0.0120, loss: 0.0965
2022-03-21 07:01:12,002 - mmdet - INFO - Epoch [47][90/336]	lr: 1.938e-08, eta: 0:08:01, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8047, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0009, s1.acc: 99.9272, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0003, s2.acc: 99.9482, s2.loss_bbox: 0.0125, loss: 0.0997
2022-03-21 07:01:19,675 - mmdet - INFO - Epoch [47][100/336]	lr: 1.938e-08, eta: 0:07:53, time: 0.767, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8038, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0011, s1.acc: 99.9094, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9454, s2.loss_bbox: 0.0122, loss: 0.0992
2022-03-21 07:01:28,226 - mmdet - INFO - Epoch [47][110/336]	lr: 1.938e-08, eta: 0:07:45, time: 0.849, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7983, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9176, s1.loss_bbox: 0.0244, s2.loss_cls: 0.0003, s2.acc: 99.9534, s2.loss_bbox: 0.0120, loss: 0.0977
2022-03-21 07:01:37,249 - mmdet - INFO - Epoch [47][120/336]	lr: 1.938e-08, eta: 0:07:37, time: 0.902, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7821, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0011, s1.acc: 99.9139, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0004, s2.acc: 99.9302, s2.loss_bbox: 0.0123, loss: 0.0995
2022-03-21 07:01:46,411 - mmdet - INFO - Epoch [47][130/336]	lr: 1.938e-08, eta: 0:07:28, time: 0.916, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8044, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0010, s1.acc: 99.9122, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0003, s2.acc: 99.9460, s2.loss_bbox: 0.0121, loss: 0.0971
2022-03-21 07:01:54,694 - mmdet - INFO - Epoch [47][140/336]	lr: 1.938e-08, eta: 0:07:20, time: 0.834, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7833, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0011, s1.acc: 99.9141, s1.loss_bbox: 0.0246, s2.loss_cls: 0.0004, s2.acc: 99.9287, s2.loss_bbox: 0.0121, loss: 0.0993
2022-03-21 07:02:02,157 - mmdet - INFO - Epoch [47][150/336]	lr: 1.938e-08, eta: 0:07:12, time: 0.747, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7986, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0010, s1.acc: 99.9238, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9455, s2.loss_bbox: 0.0122, loss: 0.0969
2022-03-21 07:02:09,450 - mmdet - INFO - Epoch [47][160/336]	lr: 1.938e-08, eta: 0:07:04, time: 0.729, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7971, s0.loss_bbox: 0.0540, s1.loss_cls: 0.0010, s1.acc: 99.9193, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0004, s2.acc: 99.9378, s2.loss_bbox: 0.0119, loss: 0.0969
2022-03-21 07:02:16,709 - mmdet - INFO - Epoch [47][170/336]	lr: 1.938e-08, eta: 0:06:55, time: 0.726, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7977, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0009, s1.acc: 99.9217, s1.loss_bbox: 0.0250, s2.loss_cls: 0.0003, s2.acc: 99.9414, s2.loss_bbox: 0.0123, loss: 0.0988
2022-03-21 07:02:23,980 - mmdet - INFO - Epoch [47][180/336]	lr: 1.938e-08, eta: 0:06:47, time: 0.727, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0044, s0.acc: 99.8273, s0.loss_bbox: 0.0509, s1.loss_cls: 0.0009, s1.acc: 99.9270, s1.loss_bbox: 0.0226, s2.loss_cls: 0.0003, s2.acc: 99.9508, s2.loss_bbox: 0.0112, loss: 0.0907
2022-03-21 07:02:31,299 - mmdet - INFO - Epoch [47][190/336]	lr: 1.938e-08, eta: 0:06:39, time: 0.732, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0055, s0.acc: 99.7784, s0.loss_bbox: 0.0564, s1.loss_cls: 0.0010, s1.acc: 99.9162, s1.loss_bbox: 0.0257, s2.loss_cls: 0.0003, s2.acc: 99.9501, s2.loss_bbox: 0.0128, loss: 0.1021
2022-03-21 07:02:39,034 - mmdet - INFO - Epoch [47][200/336]	lr: 1.938e-08, eta: 0:06:30, time: 0.773, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0045, s0.acc: 99.8242, s0.loss_bbox: 0.0519, s1.loss_cls: 0.0010, s1.acc: 99.9170, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9458, s2.loss_bbox: 0.0115, loss: 0.0932
2022-03-21 07:02:46,782 - mmdet - INFO - Epoch [47][210/336]	lr: 1.938e-08, eta: 0:06:22, time: 0.775, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7882, s0.loss_bbox: 0.0558, s1.loss_cls: 0.0011, s1.acc: 99.9098, s1.loss_bbox: 0.0256, s2.loss_cls: 0.0004, s2.acc: 99.9357, s2.loss_bbox: 0.0127, loss: 0.1014
2022-03-21 07:02:54,148 - mmdet - INFO - Epoch [47][220/336]	lr: 1.938e-08, eta: 0:06:14, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7943, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0010, s1.acc: 99.9171, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9479, s2.loss_bbox: 0.0120, loss: 0.0979
2022-03-21 07:03:01,704 - mmdet - INFO - Epoch [47][230/336]	lr: 1.938e-08, eta: 0:06:05, time: 0.756, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8083, s0.loss_bbox: 0.0542, s1.loss_cls: 0.0011, s1.acc: 99.9151, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0003, s2.acc: 99.9410, s2.loss_bbox: 0.0124, loss: 0.0986
2022-03-21 07:03:09,075 - mmdet - INFO - Epoch [47][240/336]	lr: 1.938e-08, eta: 0:05:57, time: 0.737, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8029, s0.loss_bbox: 0.0559, s1.loss_cls: 0.0010, s1.acc: 99.9180, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0003, s2.acc: 99.9451, s2.loss_bbox: 0.0123, loss: 0.0999
2022-03-21 07:03:16,615 - mmdet - INFO - Epoch [47][250/336]	lr: 1.938e-08, eta: 0:05:49, time: 0.753, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7964, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0010, s1.acc: 99.9211, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9394, s2.loss_bbox: 0.0117, loss: 0.0949
2022-03-21 07:03:23,944 - mmdet - INFO - Epoch [47][260/336]	lr: 1.938e-08, eta: 0:05:40, time: 0.733, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8029, s0.loss_bbox: 0.0545, s1.loss_cls: 0.0009, s1.acc: 99.9242, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9290, s2.loss_bbox: 0.0124, loss: 0.0986
2022-03-21 07:03:31,278 - mmdet - INFO - Epoch [47][270/336]	lr: 1.938e-08, eta: 0:05:32, time: 0.734, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8053, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0010, s1.acc: 99.9223, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9443, s2.loss_bbox: 0.0119, loss: 0.0963
2022-03-21 07:03:40,232 - mmdet - INFO - Epoch [47][280/336]	lr: 1.938e-08, eta: 0:05:24, time: 0.888, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7958, s0.loss_bbox: 0.0539, s1.loss_cls: 0.0009, s1.acc: 99.9160, s1.loss_bbox: 0.0245, s2.loss_cls: 0.0004, s2.acc: 99.9401, s2.loss_bbox: 0.0122, loss: 0.0976
2022-03-21 07:03:49,304 - mmdet - INFO - Epoch [47][290/336]	lr: 1.938e-08, eta: 0:05:16, time: 0.907, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0003, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7873, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0013, s1.acc: 99.8973, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0005, s2.acc: 99.9072, s2.loss_bbox: 0.0125, loss: 0.1001
2022-03-21 07:03:58,709 - mmdet - INFO - Epoch [47][300/336]	lr: 1.938e-08, eta: 0:05:07, time: 0.927, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8032, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9468, s2.loss_bbox: 0.0122, loss: 0.0959
2022-03-21 07:04:07,139 - mmdet - INFO - Epoch [47][310/336]	lr: 1.938e-08, eta: 0:04:59, time: 0.857, data_time: 0.030, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7949, s0.loss_bbox: 0.0549, s1.loss_cls: 0.0010, s1.acc: 99.9205, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9333, s2.loss_bbox: 0.0123, loss: 0.0995
2022-03-21 07:04:16,153 - mmdet - INFO - Epoch [47][320/336]	lr: 1.938e-08, eta: 0:04:51, time: 0.901, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8172, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0009, s1.acc: 99.9251, s1.loss_bbox: 0.0239, s2.loss_cls: 0.0003, s2.acc: 99.9477, s2.loss_bbox: 0.0120, loss: 0.0954
2022-03-21 07:04:23,882 - mmdet - INFO - Epoch [47][330/336]	lr: 1.938e-08, eta: 0:04:43, time: 0.779, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7980, s0.loss_bbox: 0.0543, s1.loss_cls: 0.0010, s1.acc: 99.9140, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9378, s2.loss_bbox: 0.0124, loss: 0.0985
2022-03-21 07:04:29,544 - mmdet - INFO - Saving checkpoint at 47 epochs
2022-03-21 07:05:06,606 - mmdet - INFO - Evaluating bbox...
2022-03-21 07:05:06,967 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 07:05:06,968 - mmdet - INFO - Epoch(val) [47][336]	bbox_mAP: 0.4640, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4640, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.464 0.500 0.493 0.464 0.470 -1.000
2022-03-21 07:05:36,292 - mmdet - INFO - Epoch [48][10/336]	lr: 1.938e-08, eta: 0:04:30, time: 2.931, data_time: 1.821, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8062, s0.loss_bbox: 0.0524, s1.loss_cls: 0.0011, s1.acc: 99.9083, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9470, s2.loss_bbox: 0.0118, loss: 0.0947
2022-03-21 07:05:43,930 - mmdet - INFO - Epoch [48][20/336]	lr: 1.938e-08, eta: 0:04:21, time: 0.764, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7998, s0.loss_bbox: 0.0550, s1.loss_cls: 0.0009, s1.acc: 99.9248, s1.loss_bbox: 0.0253, s2.loss_cls: 0.0003, s2.acc: 99.9376, s2.loss_bbox: 0.0126, loss: 0.0996
2022-03-21 07:05:51,272 - mmdet - INFO - Epoch [48][30/336]	lr: 1.938e-08, eta: 0:04:13, time: 0.734, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7925, s0.loss_bbox: 0.0547, s1.loss_cls: 0.0009, s1.acc: 99.9196, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0004, s2.acc: 99.9311, s2.loss_bbox: 0.0120, loss: 0.0979
2022-03-21 07:05:58,642 - mmdet - INFO - Epoch [48][40/336]	lr: 1.938e-08, eta: 0:04:05, time: 0.737, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7900, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0012, s1.acc: 99.9088, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0004, s2.acc: 99.9314, s2.loss_bbox: 0.0124, loss: 0.0997
2022-03-21 07:06:06,130 - mmdet - INFO - Epoch [48][50/336]	lr: 1.938e-08, eta: 0:03:56, time: 0.749, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.7971, s0.loss_bbox: 0.0536, s1.loss_cls: 0.0008, s1.acc: 99.9300, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0003, s2.acc: 99.9486, s2.loss_bbox: 0.0117, loss: 0.0955
2022-03-21 07:06:14,236 - mmdet - INFO - Epoch [48][60/336]	lr: 1.938e-08, eta: 0:03:48, time: 0.810, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7891, s0.loss_bbox: 0.0518, s1.loss_cls: 0.0010, s1.acc: 99.9169, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0003, s2.acc: 99.9480, s2.loss_bbox: 0.0116, loss: 0.0938
2022-03-21 07:06:22,407 - mmdet - INFO - Epoch [48][70/336]	lr: 1.938e-08, eta: 0:03:40, time: 0.817, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7989, s0.loss_bbox: 0.0546, s1.loss_cls: 0.0010, s1.acc: 99.9146, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0003, s2.acc: 99.9409, s2.loss_bbox: 0.0121, loss: 0.0979
2022-03-21 07:06:29,719 - mmdet - INFO - Epoch [48][80/336]	lr: 1.938e-08, eta: 0:03:32, time: 0.731, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0054, s0.acc: 99.7906, s0.loss_bbox: 0.0576, s1.loss_cls: 0.0011, s1.acc: 99.9153, s1.loss_bbox: 0.0263, s2.loss_cls: 0.0003, s2.acc: 99.9473, s2.loss_bbox: 0.0127, loss: 0.1038
2022-03-21 07:06:37,321 - mmdet - INFO - Epoch [48][90/336]	lr: 1.938e-08, eta: 0:03:23, time: 0.759, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8077, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0011, s1.acc: 99.9101, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9427, s2.loss_bbox: 0.0125, loss: 0.0993
2022-03-21 07:06:45,002 - mmdet - INFO - Epoch [48][100/336]	lr: 1.938e-08, eta: 0:03:15, time: 0.769, data_time: 0.012, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8056, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0011, s1.acc: 99.9023, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0004, s2.acc: 99.9276, s2.loss_bbox: 0.0117, loss: 0.0952
2022-03-21 07:06:52,337 - mmdet - INFO - Epoch [48][110/336]	lr: 1.938e-08, eta: 0:03:07, time: 0.734, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0056, s0.acc: 99.7791, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0011, s1.acc: 99.9102, s1.loss_bbox: 0.0259, s2.loss_cls: 0.0005, s2.acc: 99.9101, s2.loss_bbox: 0.0129, loss: 0.1044
2022-03-21 07:06:59,682 - mmdet - INFO - Epoch [48][120/336]	lr: 1.938e-08, eta: 0:02:58, time: 0.734, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8105, s0.loss_bbox: 0.0548, s1.loss_cls: 0.0010, s1.acc: 99.9108, s1.loss_bbox: 0.0242, s2.loss_cls: 0.0003, s2.acc: 99.9492, s2.loss_bbox: 0.0121, loss: 0.0977
2022-03-21 07:07:07,021 - mmdet - INFO - Epoch [48][130/336]	lr: 1.938e-08, eta: 0:02:50, time: 0.734, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8059, s0.loss_bbox: 0.0537, s1.loss_cls: 0.0010, s1.acc: 99.9184, s1.loss_bbox: 0.0243, s2.loss_cls: 0.0004, s2.acc: 99.9431, s2.loss_bbox: 0.0122, loss: 0.0969
2022-03-21 07:07:14,332 - mmdet - INFO - Epoch [48][140/336]	lr: 1.938e-08, eta: 0:02:42, time: 0.731, data_time: 0.011, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.7986, s0.loss_bbox: 0.0579, s1.loss_cls: 0.0009, s1.acc: 99.9237, s1.loss_bbox: 0.0254, s2.loss_cls: 0.0003, s2.acc: 99.9522, s2.loss_bbox: 0.0125, loss: 0.1026
2022-03-21 07:07:21,777 - mmdet - INFO - Epoch [48][150/336]	lr: 1.938e-08, eta: 0:02:34, time: 0.744, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7968, s0.loss_bbox: 0.0570, s1.loss_cls: 0.0010, s1.acc: 99.9214, s1.loss_bbox: 0.0255, s2.loss_cls: 0.0004, s2.acc: 99.9340, s2.loss_bbox: 0.0125, loss: 0.1021
2022-03-21 07:07:29,822 - mmdet - INFO - Epoch [48][160/336]	lr: 1.938e-08, eta: 0:02:25, time: 0.805, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0002, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7989, s0.loss_bbox: 0.0588, s1.loss_cls: 0.0010, s1.acc: 99.9180, s1.loss_bbox: 0.0267, s2.loss_cls: 0.0004, s2.acc: 99.9390, s2.loss_bbox: 0.0134, loss: 0.1061
2022-03-21 07:07:37,275 - mmdet - INFO - Epoch [48][170/336]	lr: 1.938e-08, eta: 0:02:17, time: 0.745, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7931, s0.loss_bbox: 0.0530, s1.loss_cls: 0.0011, s1.acc: 99.9067, s1.loss_bbox: 0.0238, s2.loss_cls: 0.0004, s2.acc: 99.9461, s2.loss_bbox: 0.0118, loss: 0.0958
2022-03-21 07:07:44,802 - mmdet - INFO - Epoch [48][180/336]	lr: 1.938e-08, eta: 0:02:09, time: 0.753, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0047, s0.acc: 99.8093, s0.loss_bbox: 0.0516, s1.loss_cls: 0.0009, s1.acc: 99.9281, s1.loss_bbox: 0.0228, s2.loss_cls: 0.0004, s2.acc: 99.9406, s2.loss_bbox: 0.0113, loss: 0.0921
2022-03-21 07:07:52,230 - mmdet - INFO - Epoch [48][190/336]	lr: 1.938e-08, eta: 0:02:00, time: 0.743, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8093, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0009, s1.acc: 99.9315, s1.loss_bbox: 0.0248, s2.loss_cls: 0.0003, s2.acc: 99.9443, s2.loss_bbox: 0.0122, loss: 0.0987
2022-03-21 07:07:59,532 - mmdet - INFO - Epoch [48][200/336]	lr: 1.938e-08, eta: 0:01:52, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0053, s0.acc: 99.7928, s0.loss_bbox: 0.0556, s1.loss_cls: 0.0010, s1.acc: 99.9189, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9360, s2.loss_bbox: 0.0124, loss: 0.1000
2022-03-21 07:08:06,822 - mmdet - INFO - Epoch [48][210/336]	lr: 1.938e-08, eta: 0:01:44, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0003, s0.loss_cls: 0.0050, s0.acc: 99.8001, s0.loss_bbox: 0.0513, s1.loss_cls: 0.0009, s1.acc: 99.9187, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9495, s2.loss_bbox: 0.0116, loss: 0.0930
2022-03-21 07:08:14,137 - mmdet - INFO - Epoch [48][220/336]	lr: 1.938e-08, eta: 0:01:36, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8114, s0.loss_bbox: 0.0541, s1.loss_cls: 0.0010, s1.acc: 99.9149, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0004, s2.acc: 99.9381, s2.loss_bbox: 0.0118, loss: 0.0969
2022-03-21 07:08:21,447 - mmdet - INFO - Epoch [48][230/336]	lr: 1.938e-08, eta: 0:01:27, time: 0.731, data_time: 0.010, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8236, s0.loss_bbox: 0.0551, s1.loss_cls: 0.0010, s1.acc: 99.9238, s1.loss_bbox: 0.0249, s2.loss_cls: 0.0004, s2.acc: 99.9422, s2.loss_bbox: 0.0124, loss: 0.0989
2022-03-21 07:08:28,741 - mmdet - INFO - Epoch [48][240/336]	lr: 1.938e-08, eta: 0:01:19, time: 0.729, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0000, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8114, s0.loss_bbox: 0.0533, s1.loss_cls: 0.0010, s1.acc: 99.9180, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9513, s2.loss_bbox: 0.0119, loss: 0.0958
2022-03-21 07:08:36,720 - mmdet - INFO - Epoch [48][250/336]	lr: 1.938e-08, eta: 0:01:11, time: 0.794, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8111, s0.loss_bbox: 0.0526, s1.loss_cls: 0.0009, s1.acc: 99.9294, s1.loss_bbox: 0.0235, s2.loss_cls: 0.0003, s2.acc: 99.9513, s2.loss_bbox: 0.0116, loss: 0.0942
2022-03-21 07:08:44,679 - mmdet - INFO - Epoch [48][260/336]	lr: 1.938e-08, eta: 0:01:02, time: 0.792, data_time: 0.013, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7940, s0.loss_bbox: 0.0552, s1.loss_cls: 0.0010, s1.acc: 99.9172, s1.loss_bbox: 0.0251, s2.loss_cls: 0.0004, s2.acc: 99.9342, s2.loss_bbox: 0.0124, loss: 0.0997
2022-03-21 07:08:53,900 - mmdet - INFO - Epoch [48][270/336]	lr: 1.938e-08, eta: 0:00:54, time: 0.922, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0049, s0.acc: 99.8044, s0.loss_bbox: 0.0513, s1.loss_cls: 0.0010, s1.acc: 99.9159, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0004, s2.acc: 99.9288, s2.loss_bbox: 0.0117, loss: 0.0933
2022-03-21 07:09:02,962 - mmdet - INFO - Epoch [48][280/336]	lr: 1.938e-08, eta: 0:00:46, time: 0.913, data_time: 0.016, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0048, s0.acc: 99.8047, s0.loss_bbox: 0.0516, s1.loss_cls: 0.0009, s1.acc: 99.9235, s1.loss_bbox: 0.0237, s2.loss_cls: 0.0004, s2.acc: 99.9372, s2.loss_bbox: 0.0117, loss: 0.0936
2022-03-21 07:09:10,412 - mmdet - INFO - Epoch [48][290/336]	lr: 1.938e-08, eta: 0:00:38, time: 0.745, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0050, s0.acc: 99.8029, s0.loss_bbox: 0.0567, s1.loss_cls: 0.0009, s1.acc: 99.9305, s1.loss_bbox: 0.0252, s2.loss_cls: 0.0004, s2.acc: 99.9414, s2.loss_bbox: 0.0124, loss: 0.1011
2022-03-21 07:09:17,760 - mmdet - INFO - Epoch [48][300/336]	lr: 1.938e-08, eta: 0:00:29, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7989, s0.loss_bbox: 0.0535, s1.loss_cls: 0.0011, s1.acc: 99.9111, s1.loss_bbox: 0.0240, s2.loss_cls: 0.0004, s2.acc: 99.9455, s2.loss_bbox: 0.0119, loss: 0.0964
2022-03-21 07:09:25,062 - mmdet - INFO - Epoch [48][310/336]	lr: 1.938e-08, eta: 0:00:21, time: 0.730, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0046, s0.acc: 99.8151, s0.loss_bbox: 0.0514, s1.loss_cls: 0.0010, s1.acc: 99.9157, s1.loss_bbox: 0.0234, s2.loss_cls: 0.0004, s2.acc: 99.9267, s2.loss_bbox: 0.0116, loss: 0.0929
2022-03-21 07:09:32,411 - mmdet - INFO - Epoch [48][320/336]	lr: 1.938e-08, eta: 0:00:13, time: 0.735, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0052, s0.acc: 99.7925, s0.loss_bbox: 0.0531, s1.loss_cls: 0.0010, s1.acc: 99.9128, s1.loss_bbox: 0.0241, s2.loss_cls: 0.0003, s2.acc: 99.9383, s2.loss_bbox: 0.0119, loss: 0.0961
2022-03-21 07:09:39,928 - mmdet - INFO - Epoch [48][330/336]	lr: 1.938e-08, eta: 0:00:04, time: 0.752, data_time: 0.009, memory: 15332, loss_rpn_cls: 0.0001, loss_rpn_bbox: 0.0004, s0.loss_cls: 0.0051, s0.acc: 99.7961, s0.loss_bbox: 0.0574, s1.loss_cls: 0.0010, s1.acc: 99.9146, s1.loss_bbox: 0.0260, s2.loss_cls: 0.0004, s2.acc: 99.9387, s2.loss_bbox: 0.0130, loss: 0.1033
2022-03-21 07:09:45,933 - mmdet - INFO - Saving checkpoint at 48 epochs
2022-03-21 07:10:28,695 - mmdet - INFO - Evaluating bbox...
2022-03-21 07:10:28,852 - mmdet - INFO - Exp name: cascade_convnext_x_2cls.py
2022-03-21 07:10:28,852 - mmdet - INFO - Epoch(val) [48][336]	bbox_mAP: 0.4640, bbox_mAP_50: 0.5000, bbox_mAP_75: 0.4930, bbox_mAP_s: 0.4630, bbox_mAP_m: 0.4700, bbox_mAP_l: -1.0000, bbox_mAP_copypaste: 0.464 0.500 0.493 0.463 0.470 -1.000